Working Papers

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Recent Working Papers


1083. Shiyun Cao (Institute for Economic and Social Research, Jinan University),聽Jennifer T. Lai聽 (School of Finance, Guangdong University of Foreign Studies),聽Paul McNelis (Boston College), "Financial Contagion in China, Real Estate Markets, and Regulatory Intervention", (11/2024; PDF)

Abstract:聽This paper assesses the network connectedness of risks in China鈥檚 stock market, focusing on how shocks in the real estate sector impact financial institutions. We analyze the effect of financial instability in real estate firms on the stability of the broader financial system. To measure the transmission of these risks, we use two key methods: generalized forecast error variance decomposition and the 鈭咰oVaR approach.Our findings reveal that banks often serve as net receivers of risk, while non-bank financial institutions amplify the transmission of real estate-related risks. This highlights the critical role of non-banks in propagating risk throughout the financial system and underscores the importance of robust systemic risk monitoring across financial networks.

1082. Hanno Foerster (Boston College),聽Tim Obermeier (University of Leicester),聽Bastian Schulz (Aarhus University), "Job Displacement, Remarriage, and Marital Sorting", (09/2024; PDF)

Abstract: We investigate how job displacement affects whom men marry and study implications for marriage market matching theory. Leveraging quasi-experimental variation from Danish establishment closures, we show that job displacement leads men to break up if matched with low-earning women and to re-match with higher earning women. We use a general search and matching model of the marriage market to derive several implications of our empirical findings: (i) husbands鈥 and wives鈥 incomes are substitutes rather than complements in the marriage market; (ii) our findings are hard to reconcile with one-dimensional matching, but are consistent with multidimensional matching; (iii) a substantial part of the cross-sectional correlation between spouses鈥 incomes arises spuriously from sorting on unobserved characteristics. We highlight the relevance of our results by simulating how the effect of rising individual-level inequality on between-household inequality is shaped by marital sorting.

1081. Scott Fulford (Consumer Financial Protection Bureau), Fabio Schiantarelli (Boston College), "Still Growing Together? The Spatial Distribution and Industrial Composition of U.S. County GDP since 1870", (11/2024; PDF)

Abstract:聽We construct the first estimates of U.S. county nominal and real GDP by broadly defined industrial sectors from 1870 to 2018. Counties tended to converge from 1870 until 1970, but subsequently grew apart. Falling inequality between states explains most of the fall in county inequality from 1870 to 1970. After 1970, increasing inequality within states explains most of the overall inequality increase. Before 1970, more productive states were more equal, after 1970 more productive states were more unequal. U.S. geographic inequality is no longer primarily about differences between regions or states, but instead about differences within them. We show how the changing industrial composition affects inequality. The path to riches has changed from manufacturing to tradable services. From 1870 to 1950, manufacturing became increasingly concentrated in the richest counties. The manufacturing share is now the highest in middle income counties, while the richest counties increasingly produce tradable services. Manufacturing鈥檚 contribution to inequality is the largest before 1960 and its decline is the main explanation for the fall in inequality from 1930 to 1970, while the growth of tradable services and their concentration in top metropolitan areas contribute to the nominal inequality increase after 1970. Agriculture used to be the primary activity of the poorest counties. Now, the poorer the county, the larger the share in government, education, and health. Government services decrease county inequality.聽We show that population growth and education used to be strongly pro-convergence, but after 1970 became neutral or anti-convergence. At the same time, agglomeration effects in manufacturing and tradable services appear to have increased.

1080.聽Pablo Guerron-Quintana (Boston College),聽Tomoaki Mikami (Boston College),聽Jaromir Nosal (Boston College), "The macroeconomic implications of the Gen-AI economy", (10/2024; PDF)

Abstract: We study the potential impact of the generative artificial intelligence (Gen-AI) revolution on the US economy through the lens of a multi-sector model in which we explicitly model the role of Gen-AI services in customer base management. In our model with carefully calibrated input-output linkages and the size of the Gen-AI sector, we find large spillovers of the Gen-AI productivity gains into the overall economy. A 10% increase in productivity in the Gen-AI sector over a 10 year horizon implies a 6% increase in aggregate GDP, despite the AI sector representing only 14% of the overall economy. That shock also implies a significant reallocation of labor away from the AI sector and into non-AI sectors. We decompose these effects into parts coming from the input-output structure and customer base management and find that they each contribute equally to the rise in GDP. In the absence of either channels, real GDP essentially does not respond to the increase in productivity in the AI sector.

1079. Arthur Lewbel (Boston College),聽Xi Qu (Antai College of Economics and Management, Shanghai Jiao Tong University),聽Xun Tang (Department of Economics, Rice University) "Estimating Social Network Models with Link Misclassification", (08/2024; PDF)

Abstract:聽We propose an adjusted 2SLS estimator for social network models when the network links reported in samples are subject to two-sided misclassification errors (due, e.g., to recall errors by survey respondents, or lapses in data input). Misclassified links make all covariates endogenous, and add a new source of correlation between the structural errors and peer outcomes (in addition to simultaneity), thus invalidating conventional estimators used in the literature. We resolve these issues by adjusting endogenous peer outcomes with estimates of the misclassification rates and constructing new instruments that exploit properties of the noisy network measures. Simulation results confirm our adjusted 2SLS estimator corrects the bias from a naive, unadjusted 2SLS estimator which ignores misclassification and uses conventional instruments. We apply our method to study peer effects in household decisions to participate in a microfinance program in Indian villages.

1078. Peter N. Ireland (Boston College), "Money in the Search for a Nominal Anchor", (07/2024; PDF)

Abstract:聽From the very start of its fifty-year history, the Shadow Open Market Committee advocated for a monetary policy strategy focused on controlling inflation. With time, the rationale for price stability as the principal focus of monetary policy came to be accepted more widely by academic economists and Federal Reserve officials as well. The SOMC also consistently favored an operational approach involving the use of the monetary base as the policy instrument and a broader monetary aggregate as an intermediate target. These features of SOMC strategy, by contrast, have never gained widespread support among academics or at the Fed.

1077. Lucas Coffman (Boston College),聽Clayton R. Featherstone (Baylor University),聽Judd B. Kessler (The Wharton School, University of Pennsylvania), "A Model of Information Nudges", (07/2024; PDF)

Abstract:聽Nudge-style interventions are popular but are often criticized for being atheoretical. We present a model of information nudges (i.e., interventions that provide useful but imperfect information about the utility of taking an action) based on Bayesian updating in a setting of binary choice. The model makes two main predictions: One, the probability of a positive treatment effect should be increasing in the baseline take-up rate. Two, across studies, as baseline rates increase from 0 to 1, the expected treatment effect has a "down鈥搖p鈥揹own" shape. A surprising corollary of both predictions is that treatment effects are expected to be negative for low baseline rates. We use reduced-form and structural methods to conduct a meta-analysis of 75 information nudges and corroborate both predictions. Both the meta-analysis and a novel survey of nudge experts suggest the intuition in the model is not currently known. Finally, we provide guidance for practitioners about the environments in which information nudges will positively affect a desired behavior and those in which they may backfire.

1076. Rafael Lopes de Melo (University of Edinburgh),聽Theodore Papageorgiou (Boston College), "Occupational Choice, Human Capital and Learning: A Multi-Armed Bandit Approach", (06/2024; PDF)

Abstract:聽This paper introduces a model of worker matching at the occupation level. In our setup, young workers, while employed in an occupation, accumulate human capital and also learn about their underlying productivity in that occupation. Human capital is partially transferable to other occupations and similarly, the information acquired in one occupation is useful for the worker鈥檚 productivity elsewhere. Workers with low tenure levels, as well as low-paid workers, are the ones most likely to switch occupations, consistent with our empirical findings. Though the model is quite general, we show that Gittins indices can be used in this setup to preserve tractability. We discuss potential applications ranging from assessing the impact of AI and automation to the evaluation of policies such as unemployment benefits, sector-specific subsidies, or minimum wages.

1075. James E. Anderson (Boston College), "Commercial Rivalry as Seller Incidence Shifting: Non-parametric Accounting of the China Shock", (05/2024; PDF)

Abstract:聽Intense US-China commercial rivalry is quantified in this paper with novel non-parametric relative resistance sufficient statistics. The accounting method minimizes the demand specification error variance in revealed resistances. China鈥檚 manufacturing seller incidence falls (seller price rises) 7.6% yearly as China鈥檚 sales share quadruples over 2000-14. US seller incidence rises 4.1% yearly as US sales share halves. Domestic trade shares closely fit revealed relative resistances with trade elasticity equal to one. Industrial policy pays for itself in suggestive projections. A 10% rise in US 2014 sales share reduces seller incidence 6.0%, exports rise and net benefit is positive.

1074. Katherine B Coffman (Harvard Business School), Lucas Coffman (Boston College),聽Keith Marzilli Ericson (Boston University Questrom School of Business), "", (07/2024; PDF)

Abstract: Economics research has largely overlooked non-binary individuals. We provide data on many of their economically-important beliefs and preferences. Non-binary individuals report more gender-based discrimination and less workplace inclusion than men or women. Anti-non-binary sentiment is stronger than anti-LGBT sentiment, and strongest among men. Non-binary respondents report lower assertiveness and confidence. They have different career and life aspirations, valuing career prosociality more and having children less. Their social preferences are similar to men鈥檚 and less prosocial than women鈥檚, with age an important moderator. Stereotypes are inaccurate, as respondents often mistake the direction of group gender differences or exaggerate their size.

1073. Michael Grubb (Boston College),聽Darragh Kelly (Google),聽Jeroen Niebohr (London School of Economics), Matthew Osborne (University of Toronto),聽Jonathan Shaw (UK Financial Conduct Authority), "", (05/2024; PDF)

Abstract:聽At-scale field experiments at major UK banks show that automatic enrollment into 鈥渏ust-in-time鈥 text message alerts reduces unarranged overdraft and unpaid item charges 17鈥19% and arranged overdraft charges 4鈥8%, implying annual market-wide savings of 拢170鈥240 million. Incremental benefits from additional 鈥渆arly warning鈥 alerts, triggered by low account balances are not statistically significant, although economically significant effects are not ruled out. Prior to the experiments, over half of overdrafting could have been avoided by using lower-cost liquidity available in savings and credit card accounts (FCA, 2018c). Alerts help consumers achieve less than half of these potential savings.

1072. Giulia Brancaccio (New York University),聽Myrto Kalouptsidi (Harvard University), Theodore Papageorgiou (Boston College), "Investment in Infrastructure and Trade: The Case of Ports", (05/2024; PDF)

Abstract:聽Transportation infrastructure is vital for the smooth functioning of international trade. Ports are a crucial gateway to this system: with more than 80% of trade carried by ships, they shape trade costs, and it is critical that they operate efficiently. Yet ports are susceptible to disruptions, causing costly delays. With enormous budgets spent on infrastructure to alleviate these costs, a key policy question emerges: in a world with high volatility, what are the returns to investing in infrastructure? To address this question, we introduce an empirical framework that combines insights from queueing theory to capture port technology, with tools from demand estimation. We use our framework, together with a collection of novel datasets, to quantify the costs of disruptions and evaluate transportation infrastructure investment. Our analysis unveils three policy-relevant messages: (i) investing in port infrastructure can lead to substantial trade and welfare gains, but only if targeted properly鈥 in fact, net of costs, investment has positive returns at a minority of US ports; (ii) there are sizable spillovers across ports, as investing in one port can decongest a wider set of ports, suggesting that decision-making should not be decentralized to local authorities; (iii) macroeconomic volatility can drastically change returns to investment and their geography.

1071. Peter Devine (Boston College),聽Sumit Joshi (George Washington University),聽Ahmed聽Mahmud (Virginia Polytechnic Institute and State University), "Alliance Formation in a Multipolar World", (05/2024; PDF)

Abstract:聽We propose a multilayer network approach to alliance formation. In a signed affinity layer, agents are partitioned into clusters, with friendly relations within and hostile connections across clusters. Agents then form defensive collaborations in an alliance layer as follows: Agents in the same cluster form a nested split graph with degree inversely correlated to the level of hostility, and agents from disparate clusters with high-degree and low-hostility form cliques. Within cliques, agents from a cluster that is 矛intermediate卯in terms of discord serve as a bridge to interconnect agents from more "extreme" clusters.

1070. Zhi Cao (Chinese University of Hong Kong), Arthur Lewbel (Boston College),聽Wenchao Li (Tongji University),聽Junjian Yi (Peking University), "Collective Behavior with Information Asymmetry", (04/2024; PDF)

Abstract:聽We propose a new method for identifying bargaining power in collective house-hold models, based on information asymmetry. Our model allows household聽members to exploit an information advantage for bargaining. We formulate聽the household鈥檚 decision process under partial information disclosure using聽a Bayesian persuasion framework. We use this structure to point identify聽utility and bargaining power, which would not be identified under symmetric聽information. We illustrate these results by showing that our model can explain known empirical outcomes regarding child educational investment and聽development in Chinese households where one parent is a migrant.

1069. Tayfun S枚nmez (Boston College),聽M. Utku 脺nver (Boston College), "Matching under Non-transferable Utility: Applications", (03/2024; PDF)

Abstract:聽We survey the literature on applications of matching theory under non- transferable utility. We cover the following six applications in detail: living-donor kid- ney exchange, living-donor liver exchange, cadet-branch matching in the US Army, affirmative action in India, matching market for entry-level physicians in the US, and course allocation at universities. We also survey other notable applications.

1068. Tayfun S枚nmez (Boston College),聽M. Utku 脺nver (Boston College), "Matching under Non-transferable Utility: Theory", (04/2024; PDF)

Abstract:聽We survey the literature on matching theory under non-transferable utility using a classification based on property rights (i) with private ownership, (ii) with common and mixed ownership, and (iii) under priority-based entitlements.

1067. Christopher F Baum (Boston College),聽Andr茅s Garcia-Suaza (Facultad de Econom铆a, Universidad del Rosario),聽Miguel Henry (Facultad de Econom铆a, Universidad del Rosario),聽Jes煤s Oter (Facultad de Econom铆a, Universidad del Rosario), "Drivers of COVID-19 in U.S. counties: A wave-level analysis", (04/2024; PDF)

Abstract:聽Since the initial outbreak of COVID-19 in the United States, researchers from a variety of scientific disciplines have sought to understand the factors influencing the evolu- tion of cases and fatalities. This paper proposes a two-stage econometric modeling approach to analyze a range of socioeconomic, demographic, health, epidemiological, climate, pollution, and political factors as potential drivers of the spread of COVID- 19 across waves and counties in the United States. The two-step modeling strategy allows us to (i) accommodate the observed heterogeneity across waves and counties in the transmissibility of the virus, and (ii) assess the relative importance of the cross- sectional measures. We leverage the availability of daily data on confirmed cases and deaths of COVID-19 in counties across the 48 contiguous states and the District of Columbia, spanning a two-year period from March 2020 to March 2022. We find that socioeconomic and demographic factors generally had the greatest influence on the transmissibility of the virus and the associated mortality risk, with health and climate factors playing a lesser role.

1066. Scott D. Easton (Boston College), Geoffrey T. Sanzenbacher (Boston College), "Adverse Childhood Experiences and Long-term Economic Well-being: Understanding Mechanisms to Explain Group Differences in Net Worth", (03/2024; PDF)

Abstract:聽Past research has documented that Adverse Childhood Experiences (ACEs) impact cognition, education, relationship stability, employment, and earnings. Less research has focused on how these impacts affect measures of long-term economic well-being that capture cumulative disadvantage. This study therefore uses the National Longitudinal Study of Youth 1979 Cohort to investigate the net worth of individuals near the end of their careers, comparing those with and without ACEs. The study uses a Blinder-Oaxaca Decomposition to investigate the underlying mechanisms for any group differences. The findings suggest that observed differences in education, marital instability, and lifetime earnings explain significant portions of the net worth disparities between those with and without ACEs. The fact that those experiencing ACEs also get less out of normally beneficial aspects of their families 鈥 such as higher income 鈥 also plays a significant role. The results suggest that no 鈥渟ilver bullet鈥 exists to reduce the impact of ACEs on long-term economic well-being. Interventions that simultaneously prevent child maltreatment and increase social and emotional development 鈥 like high-quality preschool 鈥 are more likely to be effective than those targeting any single aspect of individuals鈥 lives.

1065. David Dillenberger (University of Pennsylvania), Uzi Segal (Boston College), "Allocation Mechanisms with Mixture-Averse Preferences", (03/2024; PDF)

Abstract:聽Consider an economy with equal amounts of N types of goods, to be allocated to 聽agents with strict quasi-convex preferences over lotteries. We show that ex-ante, all feasible and Pareto efficient al- locations give almost all agents a binary lottery. Therefore, even if all preferences are the same, some identical agents necessarily receive different lotteries. Our results imply that many of the popular alloca- tion mechanisms used in practice are not ex-ante efficient. Assuming the reduction of compound lotteries axiom, social welfare deteriorates by first randomizing over these binary lotteries. Full ex-ante equality can be achieved if agents satisfy the compound independence axiom.

1064. Hideo Konishi (Boston College),聽Nicolas Sahuguet (HEC Montreal),聽Benoit Crutzen (Erasmus School of Economics), "Allocation Rules of Indivisible Prizes in Team Contests", (08/2023; PDF)

Abstract:聽We analyze contests in which teams compete to win indivisible homogeneous prizes. Teams are composed of members who may differ in their ability, and who exert effort to increase the success of their team. Each team member can obtain at most one prize as a reward. As effort is costly, teams use the allocation of prizes to give incentives and solve the free-riding problem. We develop a two-stage game. First, teams select a prize-allocation rule. Then, team members exert effort. Members take into account how their effort and the allocation rule influence the chance they receive a prize. We prove the existence and uniqueness of equilibrium. We characterize the optimal prize-assignment rule and individual and aggregate efforts. We then show that the optimal assignment rule is generally not monotonic.

1063. Hideo Konishi (Boston College), Minoru Nakada (Nagoya University),聽Akihisa Shibata (Kyoto University), "Free Trade Agreements with Environmental Provisions Between Asymmetric Countries: Transfer of Clean Technology and Enforcement", (12/2023; PDF)

Abstract:聽This paper investigates the e搂ects of a free trade agreement (FTA) with environmental provisions between northern and southern countries. We explicitly consider clean technology transfers from the North to the South and the enforcement levels of adopting clean technology in the South, which have not been discussed so far. Southern producers bene脰t greatly from having unimpeded access to a northern market, but they are reluctant to use new high-cost, clean technology provided by the North. We investigate how environmentally conscious northern countries could design an FTA in which southern countries are provided with sufficient membership benefits but follow tighter enforcement requirements. We provide a quantitative evaluation of FTA policies using a numerical example.

1062. Hideo Konishi (Boston College),聽Dimitar Simeonov (Bah莽e艧ehir University), "Nonemptiness of the f-Core Without Comprehensiveness", (12/2023; PDF)

Abstract:聽Kaneko and Wooders (1986) showed under general conditions that an atomless NTU game with finite types of players has a core allocation when coalitions have a finite number of players. In this paper, we provide a direct proof of the above result using Kakutani鈥檚 fixed point theorem when the sizes of coalitions are not only finite but also bounded above. This condition simplifies the presentation of the model and the existence proof. Most importantly, we can drop the comprehensiveness assumption, allowing for a much wider applicability of the result for matching problems, as well as for hedonic coalition formation problems. Additionally, without comprehensiveness, f-core allocations might not possess equal-treatment in payoffs for the same type. We also note that the nonemptiness of the core of NTU games by Scarf (1971) can be derived from our result as a corollary.

1061. Hideo Konishi (Boston College), Chen-Yu Pan (National Chengchi University, Taiwan), Dimitar Simeonov (Bah莽e艧ehir University), "Formation of Teams in Contests: Tradeoffs Between Inter and Intra-Team Inequalities", (11/2023; PDF)

Abstract:聽We consider a team contest in which players make efforts to compete with other teams for a prize, and players of the winning team divide the prize according to a prize-sharing rule. This prize-sharing rule matters in generating members鈥 efforts and attracting players from outside. Assuming that players differ in their abilities to contribute to a team and their abilities are observable, we analyze which team structure is realized by allowing players to move across teams. This inter-team mobility is achieved via head-hunting: a team leader can offer one of the positions to an outside player. We say that it is a successful head-hunting if the player is better off by taking the position, and the team鈥檚 winning probability is improved. A team structure is stable if there is no successful head-hunting opportunity. We show that if all teams employ the egalitarian sharing rule, then the complete sorting of players according to their abilities occurs, and inter-team inequality becomes the largest. In contrast, if all teams employ a substantially unequal sharing rule, there is a stable team structure with a small inter-team inequality and a large intra-team inequality. This result illustrates a trade-off between intra-team inequality and inter-team inequality in forming teams.

1060. Ignacio Belloc (University of Zaragoza), J.聽Ignacio聽Gim茅nez-Nadal (University of Zaragoza),聽Jose虂 Alberto Molina (Departamento de Ana虂lisis Econo虂mico, Universidad de Zaragoza), "Extreme temperatures: Gender differences in well-being", (08/2023; PDF)

Abstract:聽Climate change and global warming have significant implications for people worldwide, necessitating an understanding of how extreme weather conditions affect individuals. This study investigates the relationship between individual affective well-being and extreme temperatures, using data from the American Time Use Survey's Well-Being Module for multiple years. The analysis focuses on daily variations in weather conditions at the county level in the United States. Findings reveal gender-specific outcomes, with males being more susceptible to extreme temperatures. On days with maximum temperatures exceeding 80oF, males experience higher levels of fatigue and stress, as well as reduced happiness and meaningfulness, compared to days with temperatures around 70oF. The study suggests that the negative impact on males' sleep quality may contribute to these gender disparities. Additionally, warmer states have witnessed a decline in the male population over the past four decades. These results offer valuable insights into the gender-specific, affective well-being consequences of climate change, emphasizing the need for gender-sensitive approaches in designing comprehensive strategies for climate mitigation and adaptation.

1059. Nadja van 鈥檛 Hoff (University of Southern Denmark), Arthur Lewbel (Boston College),聽Giovanni Mellace (University of Southern Denmark), "Limited Monotonicity and the Combined Compliers LATE", (04/2024; PDF)

Abstract:聽We consider estimating a local average treatment effect given an endogenous binary treatment and two or more valid binary instruments. We propose a novel limited monotonicity assumption that is generally weaker than alternative monotonicity assumptions considered in the literature, and allows for a great deal of choice heterogeneity. Using this limited monotonicity, we define and identify the Combined Complier Local Average Treatment Effect (CC-LATE), which is arguably a more policy relevant parameter than the weighted average of LATEs identified by Two Stage Least Squares. We apply our results to estimate the effect of learning one鈥檚 HIV status on protective behaviors.

1058. David W. Hughes (Boston College), "Estimating Nonlinear Network Data Models with Fixed Effects", (11/2021; PDF)

Abstract: This paper considers estimation of a directed network model in which outcomes are driven by dyad-specific variables (such as measures of homophily) as well as unobserved agent-specific parameters that capture degree heterogeneity. I develop a jackknife bias correction to deal with the incidental parameters problem that arises from fixed effect estimation of the model. In contrast to previous proposals, the jackknife approach is easily adaptable to different models and allows for non-binary outcome variables. Additionally, since the jackknife estimates all parameters in the model, including fixed effects, it allows researchers to construct estimates of average effects and counterfactual outcomes. I also show how the jackknife can be used to bias-correct fixed effect averages over functions that depend on multiple nodes, e.g. triads or tetrads in the network. As an example, I implement specification tests for dependence across dyads, such as reciprocity or transitivity. Finally, I demonstrate the usefulness of the estimator in an application to a gravity model for import/export relationships across countries.

1057. Zvi Safra (Warwick Business School), Uzi Segal聽 (Boston College), "Large Compound Lotteries", (08/2023; PDF)

Abstract:聽Extending preferences over simple lotteries to compound (two-stage) lotteries can be done using two different methods: (1) using the Re- duction of compound lotteries axiom, under which probabilities of the two stages are multiplied; (2) using the compound independence ax- iom, under which each second-stage lottery is replaced by its certainty equivalent. Except for expected utility preferences, the rankings in- duced by the two methods are always in disagreement and deciding on which method to use is not straightforward. Moreover, sometimes each of the two methods may seem to violate some kind of first order stochastic dominance. In this paper we demonstrate that, under some conditions, the disagreement disappears in the limit and that for (al- most) any pair of compound lotteries, the two methods agree if the lotteries are replicated sufficiently many times.

1056. Arthur Lewbel (Boston College),聽Xi聽Qu (Shanghai Jiao Tong University),聽Xun聽Tang (Rice University), "Estimating Social Network Models with Missing Links", (12/2022; PDF)

Abstract:聽We propose an adjusted 2SLS estimator for social network models when some existing network links are missing from the sample (due, e.g., to recall errors by survey respondents, or lapses in data input). In the feasible structural form, missing links make all covariates endogenous and add a new source of correlation between the structural errors and endogenous peer outcomes (in addition to simultaneity), thus invalidating conventional estimators used in the literature. We resolve these issues by rescaling peer outcomes with estimates of missing rates and constructing instruments that exploit properties of the noisy network measures. We apply our method to study peer effects in household decisions to participate in a microfinance program in Indian villages. We find that ignoring missing links and applying conventional instruments would result in a sizeable upward bias in peer effect estimates.

1055. Alexandros Theloudis (Tilburg University),聽Jorge Velilla (University of Zaragoza),聽Pierre-Andr茅 Chiappori (Columbia University), Jose虂 Alberto Molina聽 (Departamento de Ana虂lisis Econo虂mico, Universidad de Zaragoza), "Commitment and the Dynamics of Household Labor Supply", (11/2022; PDF)

Abstract: The extent to which individuals commit to their partner for life has important 聽 聽implications. This paper develops a lifecycle collective model of the household, through which it characterizes behavior in three prominent alternative types of commitment: full, limited, and no commitment. We propose a test that distinguishes between all three types based on how contemporaneous and historical news affect household behavior. Our test permits heterogeneity in the degree of commitment across households. Using recent data from the Panel Study of Income Dynamics, we reject full and no commitment, while we find strong evidence for limited commitment.

1054. Tayfun S枚nmez (Boston College) and M. Utku 脺nver (Boston College), "How (not) to reform India's affirmative action policies for its economically weaker segments." (11/2022; PDF)

Abstract: Various groups in India are protected with a vertical reservation (VR) policy, which sets aside a fraction of government positions and public school seats for each pro- tected group. By law, VR-protected positions are processed after those open to all appli- cants, thus assuring that they are awarded to individuals who cannot receive open po- sitions with merit. Historically, VR protections were exclusive to groups who suffered marginalization and discrimination due to their hereditary caste identities. This structure means that no individual can belong to multiple VR-protected groups, which in turn im- plies that the processing sequence of VR-protected groups is immaterial. A Constitutional Amendment in 2019 granted economically weaker sections (EWS) with VR protections, but limited its eligibility to members of forward castes who are ineligible for caste-based VR protections. The amendment was immediately brought to court, and the exclusion of mem- bers of caste-based VR-protected groups was challenged due to its violation of individual Right to Equality. In September 2022, a compromise that is discussed at the Supreme Court involves maintaining the amendment, but expanding its scope to include the excluded groups. If this compromise is adopted in the country, individuals can belong to multiple VR-protected groups. We show that a major loophole in the system will emerge, if the Supreme Court merely expands the scope of EWS without specifying how its positions are to be processed in relation to earlier caste-based VR-protected positions. Depending on which normative objective the court wants to promote, we formulate and characterize three plausible specifications. If EWS is processed simultaneously with other VR-protected groups, then the outcome is one that selects the most meritorious individuals subject to the Supreme Court鈥檚 mandates. If EWS is processed before all other VR-protected groups, then the outcome is one that maintains the elevated status of caste-based VR protections. If EWS is processed after all other VR-protected groups, then the outcome is the smallest possible change from the contested amendment that escapes a violation of individual Right to Equality.

1053.聽Benjamin Ferri (Boston College), "Novel Shift-Share Instruments and Their Applications." (09/2022; PDF)

Abstract: Shift-Share (Bartik) instruments are among the most important tools for causal 聽identification in economics. In this paper, I crystallize main ideas underlying Shift-Share instruments - their core structure, distinctive claim to validity as instruments, history, uses, and wealth of varieties. I argue that the essence of the Shift-Share approach is to decompose the endogenous explanatory variable into an accounting identity with multiple component parts; preserve that which is most exogenous in the accounting identity, and neutralize that which is most endogenous. Following this framework, I show clearly how several variants in the literature are related. I then develop formulas for several new variants. Particularly, I show how to develop Shift-Share instruments for distribution summaries beyond the mean - the variance, skew, absolute deviation around a central point, and Gini coefficient. As an empirical application that highlights the themes of the paper, I measure the effect of earnings inequality on rates of single parenting in the U.S., comparing results using each of various alternative instruments for the Gini coefficient.

1052. Joanna聽Venator (Boston College), "Dual-Earner Migration Decisions, Earnings, and Unemployment Insurance." (09/2022; PDF)

Abstract:聽Dual-earner couples鈥 decisions of where to live and work often result in one spouse 鈥 the trailing spouse 鈥 experiencing earnings losses at the time of a move. This paper examines how married couples鈥 migration decisions differentially impact men鈥檚 and women鈥檚 earnings and the role that policy can play in improving post-move outcomes for trailing spouses. I use panel data from the NLSY97 and a generalized difference- in-differences design to show that access to unemployment insurance (UI) for trailing spouses increases long-distance migration rates by 1.9鈥2.3 percentage points (38鈥46%) for married couples. I find that women are the primary beneficiaries of this policy, with higher UI uptake following a move and higher annual earnings of $4,500鈥$12,000 three years post-move. I then build and estimate a structural model of dual-earner couples鈥 migration decisions to evaluate the effects of a series of counterfactual policies. I show that increasing the likelihood of joint distant offers substantively increases migration rates, increases women鈥檚 post-move employment rates, and improves both men and women鈥檚 earnings growth at the time of a move. However, unconditional subsidies for migration that are not linked to having an offer in hand at the time of the move reduce post-move earnings for both men and women, with stronger effects for women.

1051. Garrett Anstreiche (University of Wisconsin-Madison) and Joanna聽Venator (Boston College), "To Grandmother鈥檚 House We Go: Childcare Time Transfers and Female Labor Mobility." (09/2022; PDF)

Abstract:聽Women in the United States frequently rely on childcare from extended family but can only do so if they live in the same location as them. This paper studies how child care costs, the location of extended family, and fertility events influence both the labor force attachment and labor mobility of women in the United States. We begin by empirically documenting strong patterns of women returning to their home locations in anticipation of fertility events, indicating that the desire for intergenerational time transfers is an important motivator of home migration. Moreover, women who reside in their parent鈥檚 location experience a substantial long-run reduction in their child earnings penalty. Next, we build a dynamic model of labor force participation and migration to assess the incidence of counterfactual scenarios and childcare policies. We find that childcare subsidies increase lifetime earnings and labor mobility for women, with particularly strong effects for women who are ever single mothers and Blacks. Ignoring migration can understate the welfare benefits of these policies by a meaningful extent.

1050. Julien Combe (脡cole Polytechnique), Umut Mert Dur (North Carolina State University),聽Olivier Tercieux (Paris School of Economics),聽Camille Terrier (University of Lausanne),聽M. Utku 脺nver (Boston College), "Market Design for Distributional Objectives in (Re)assignment: An Application to Improve the Distribution of Teachers in Schools." (02/2022; PDF)

Abstract: Centralized (re)assignment of workers to jobs is increasingly common in public and private sectors. These markets often suffer from distributional problems. To alleviate these, we propose two new strategy-proof (re)assignment mechanisms. While they both improve individual and distributional welfare over the status quo, one achieves two-sided efficiency and the other achieves a novel fairness property. We quantify the performance of these mechanisms in teacher (re)assignment where unequal distribution of experienced teachers in schools is a widespread concern. Using French data, we show that our efficient mechanism reduces the teacher experience gap across regions more effectively than benchmarks, including the current mechanism, while also effectively increasing teacher welfare. As an interesting finding, while our fairness-based mechanism is very effective in reducing teacher experience gap, it prevents the mobility of tenured teachers, which is a detrimental teacher welfare indicator.

1049. Christopher F Baum (Boston College, DIW Berlin),聽Arash Kordestani (S枚dert枚rn University),聽Dorothea Sch盲fer (DIW Berlin,聽J枚nk枚ping International Business School),聽Andreas Stephan (Linnaeus University, DIW Berlin), "Firms in (Green) Public Procurement: Financial strength indicators鈥 impact on contract awards and its repercussion on financial strength." (rev. 01/2022; PDF)

Abstract: We examine whether the financial strength of companies, in particular, small and medium-sized enterprises (SMEs) is causally linked to the award of a public procurement contract (PP), especially in the environmentally friendly 鈥済reen鈥 area (GPP). For this purpose, we build a combined procurement company data set from the Tenders Electronic Daily (TED) and the SME database AMADEUS, which includes ten European countries. First, we apply probit models to investigate whether the probability of winning the public tender depends on the company's financial strength. We then use the flexpanel DiD approach to investigate the question of whether the award has an impact on the future financial strength of the successful company. On the one hand, we find that a lower equity ratio and a higher short-term debt ratio increase the probability of being successful in a public tender. On the other hand, the success means that the companies can continue to work after the award with a lower equity ratio than comparable companies without an award, regardless of whether the company was successful in a traditional or a 鈥済reen鈥 public tender. We conclude from this that the success in a PP is a substitute for one's own financial strength and thus facilitates access to external financing. The estimation results differ depending on whether public procurement in general or the sub-group of sustainable public procurement is examined.

1048. Arthur Lewbel (Boston College),聽Krishna Pendakur (Simon Fraser University), "Estimating A Model of Inefficient Cooperation and Consumption in Collective Households." (rev. 7/2022; PDF)

Abstract: Lewbel and Pendakur (2021) propose a model of consumption inefficiency in collective households, based on "cooperation factors". We simplify that model to make it empirically tractable, and apply it to identify and estimate household member resource shares, and to measure the dollar cost of inefficient levels of cooperation. Using data from Bangladesh, we find that increased cooperation among household members yields the equivalent of a 13% gain in total expenditures, with most of the benefit of this gain going towards men.

1047. H. Youn Kim (Western Kentucky University),聽Jose虂 Alberto Molina (Departamento de Ana虂lisis Econo虂mico, Universidad de Zaragoza),聽Ka Kei Gary Wong (University of Macau), "Durable Goods and Consumer Behavior with Liquidity Constraints: Evidence from Norway." (01/2022; PDF)

Abstract: This paper jointly analyzes consumer demand and consumption with allowance for durable goods and liquidity constraints. An indirect utility function is specified with the user cost of durable goods, and demand functions for nondurable and durable goods and a consumption growth equation are derived by incorporating liquidity constraints. The model is estimated for Norwegian consumers for 1979-2018, and results reveals that traditional demand analyses ignoring durable goods leads to a significant bias in the elasticities of nondurable goods. Durable goods are found to be necessities and price-inelastic like most nondurable goods. Norwegian consumers are, in general, impatient with low risk aversion. There is weak evidence for liquidity constraints, which have no important influence on consumption. No strong evidence exists for intertemporal substitution in consumption of nondurable and durable goods. However, there is a considerable effect of uncertainty on consumption, especially for durable goods, which can explain consumption/saving behavior during the current Covid pandemic.

1046. Mariana Laverde (Boston College), "Distance to Schools and Equal Access in School Choice Systems." (01/2022; PDF)

Abstract: This paper studies the limits of school choice policies in the presence of residential segregation. Using data from the Boston Public Schools choice system, I show that white prekindergarteners are assigned to higher-achieving schools than minority students, and that cross-race school achievement gaps under choice are no lower than would be generated by a neighborhood assignment rule. To understand why choice-based assignments do not reduce gaps in school achievement, I use data on applicants鈥 rank-order choices to estimate preferences over schools, and consider a series of counterfactual assignments. I find that half of the gap in school achievement between white and Black or Hispanic students is explained by minorities鈥 longer travel distance to high-performing schools. Differences in demand parameters explain a smaller fraction of the gap, while algorithm rules have no effect.

1045. Juan Carlos Caro (University of Luxembourg), Grace Melo (Texas A&M University),聽Jose虂 Alberto Molina (Departamento de Ana虂lisis Econo虂mico, Universidad de Zaragoza),聽Juan Carlos Salgado (Instituto Nacional de Sal煤d P煤blica, M茅xico), "Censored QUAIDS estimation with quaidsce." (12/2021; PDF)

Abstract: Censoring, or zero expenditures, in the dependent variables of demand systems can lead to inconsistent parameter and elasticity estimates. Poi (2012) introduced the Stata command quaids to estimate quadratic almost-ideal demand systems, or QUAIDS (Banks, Bundell and Lewbel, 1997), although without the possibility to address censoring. In this paper, we introduce the command quaidsce to consistently estimate the QUAIDS in the presence of zero observations, using the two-step procedure proposed by Shonkwiler and Yen (1999). The new command also allows for estimating expenditure and price elasticities with standard errors, using post-estimation tools.

1044. Marek Pycia (University of Zurich),聽M. Utku 脺nver (Boston College), "Arrovian Efficiency and Auditability in Discrete Mechanism Design." (11/2021; PDF)

Abstract: We study mechanism design and preference aggregation in environments in which the space of social alternatives is discrete and the preference domain is rich, as in standard models of social choice and so-called allocation without transfers. We show that a mechanism (or aggregation rule) selects the best outcome with respect to some resolute Arrovian social welfare function if, and only if, it is Pareto efficient and auditable. We further show that auditability implies non-bossiness and is implied by the conjunction of non-bossiness and individual strategy-proofness, and that the later conjunction is equivalent to group strategy-proofness as well as to Maskin monotonicity. As applications, we derive new characterizations in voting and allocation domains.

1043. Hanno Foerster (Boston College), "Untying the Knot: How Child Support and Alimony Affect Couples鈥 Decisions and Welfare" (03/2021; PDF)

Abstract: In many countries divorce law mandates post-marital maintenance payments (child support and alimony) to insure the lower earner in married couples against financial losses upon divorce. This paper studies how maintenance payments affect couples鈥 intertemporal decisions and welfare. I develop a dynamic model of family labor supply, housework, savings and divorce and estimate it using Danish register and survey data. The model captures the policy trade off between providing insurance to the lower earner and enabling couples to specialize efficiently, on the one hand, and maintaining labor supply incentives for divorcees, on the other hand. I use the estimated model to study various counterfactual policy scenarios. I find that alimony payments come with strong labor supply disincentives and as a consequence fail to provide consumption insurance. The welfare maximizing policy involves increasing the lump sum component of child support, increasing the dependence of child support on the payer鈥檚 income and reducing alimony payments relative to the Danish status quo. Switching to the welfare maximizing policy makes women better and men worse off, but comparisons to first best allocations show that Pareto improvements are feasible, highlighting a limitation of child support and alimony policies.

1042. Gerard聽van den Berg (University of Groningen),聽Hanno Foerster (Boston College),聽Arne Uhlendorff (CNRS), "A Structural Analysis of Vacancy Referrals with Imperfect Monitoring and the StrategicUse of Sickness Absence" (08/2021; PDF)

Abstract: This paper provides a structural analysis of the role of job vacancy referrals (VRs) by Employment Agencies in the job search behavior of unemployed individuals, incorporating in- stitutional features of the monitoring of search behavior by the agencies. Notably, rejections of VRs may lead to sanctions (temporary benefits reductions) while workers may report sick to avoid those. We estimate models using German administrative data from social security records linked with caseworker recorded data on VRs, sick reporting and sanctions. The analysis highlights the influence of aspects of the health care system on unemployment durations. We estimate that for around 25% of unemployed workers, removing the channel that enables strategic sick reporting reduces the mean unemployment duration by 8 days.

1041. Ryan Chahrour (Cornell University),聽Vito聽Cormun (Santa Clara University),聽Pierre聽De Leo (University of Maryland),聽Pablo聽Guerron-Quintana (Boston College), Rosen Valchev (Boston College), "Exchange Rate Disconnect Revisited" (rev 05/2023; PDF)

Abstract: We find that variation in expected U.S. productivity explains over half of G6 exchange rate fluctuations vis-a-vis the USD. Both correctly-anticipated changes in productivity and expectational 鈥渘oise,鈥 which influences expectations of productivity but not the actual realization, have significant effects on exchange rates. Together, these two types of disturbances explain many unconditional exchange rate patterns, including predictable excess returns, low Backus-Smith correlations, and excess volatility. Our findings suggest these well-known puzzles have a common empirical origin, which is linked to (expected) productivity. We also discuss how noise in expectations has obscured the relationship between exchange rates and fundamentals in the empirical approaches undertaken in prior work.

1040.聽Kenzo Imamura (University of Tokyo Market Design Center),聽Hideo Konishi (Boston College), "Assortative Matching with Externalities and Farsighted Agents" (11/2021; PDF)

Abstract:聽We consider a one-to-one assortative matching problem in which matched pairs compete for a prize. With such externalities, the standard solution concept, pairwise stable matching, may not exist. In this paper, we consider farsighted agents and analyze the largest consistent set (LCS) of Chwe (1994). Despite the assortative structure of the problem, LCS tend to be large with the standard effectiveness functions: LCS can be the set of all matchings, including an empty matching with no matched pair. By modifying the effectiveness function motivated by Knuth (1976), LCS becomes a singleton of the positive assortative matching. Our results suggest that the choice of effectiveness function can significantly impact the solution in a matching problem with externalities.

1039.聽Kenzo Imamura (University of Tokyo Market Design Center),聽Hideo Konishi (Boston College),聽Chen-Yu Pan (National Chengchi University, Taiwan), "Stability in Matching with Externalities: Pairs Competition and Oligopolistic Joint Ventures" (11/2021; PDF)

Abstract:聽This paper presents one-to-one matching and assignment problems with聽 externalities across pairs such as pairs figure skating competition and joint ventures in oligopolistic markets. In these models, players care not only about their partners but also which and how many rival pairs are formed. Thus, it is important for a deviating pair to know which matching will realize after it deviates from a matching (an effectiveness function) in order to define pairwise stable matching. Using a natural effectiveness function for such environments, we show that the assortative matching is pairwise stable. We discuss two generalizations of our model including intrinsic preferences on partners and pair-specific match qualities to see how our stability concept performs in these generalized models.

1038. Xiang Han (Shanghai University of Finance and Economics), Onur Kesten (University of Sydney), M. Utku 脺nver (Boston College), "Blood Allocation with Replacement Donors: A Theory of Multi-unit Exchange with Compatibility-based Preferences" (06/2021; PDF)

Abstract: In 56 developing and developed countries, blood component donations by volunteer non-remunerated donors can only meet less than 50% of the demand. In these countries, blood banks rely on replacement donor programs that provide blood to patients in return for donations made by their relatives or friends. These programs appear to be disorganized, non-transparent, and inefficient. We introduce the design of replacement donor programs and blood allocation schemes as a new application of market design. We introduce optimal blood allocation mechanisms that accommodate fairness, efficiency, and other allocation objectives, together with endogenous exchange rates between received and donated blood units beyond the classical one-for-one exchange. Additionally, the mechanisms provide correct incentives for the patients to bring forward as many replacement donors as possible. This framework and the mechanism class also apply to general applications of multi-unit exchange of indivisible goods with compatibility-based preferences beyond blood allocation with different information problems.

1037. Matthew S. Rutledge (Boston College), Geoffrey Sanzenbacher (Boston College), Fancis M. Vitagliano (Center for Retirement Research at Boston College), "How does Student Debt affect Early-Career Retirement Saving?" (07/2021; PDF)

Abstract: This paper examines the relationship between student loans and retirement saving by 30-year-old workers. Total outstanding student loan debt in the United States has quintupled since 2004. Rising student debt levels mean that young workers must reduce either their consumption or their saving. To what extent do these workers cut back on retirement saving? Existing studies have lacked adequate data or controls for studying this issue, especially for younger workers. This study uses the National Longitudinal Survey of Youth 1997 Cohort, and thus includes a large sample of young workers, and includes detailed controls including school quality, parental background, and the underlying ability of the college attendee. While the estimated relationship between student debt and participation in a retirement plan is small, bachelor鈥檚 degree-holders who have student loans do have significantly lower retirement assets at age 30 than those without loans. Interestingly, the actual size of the student loan does not seem to matter 鈥 those with student loans have lower retirement savings, but retirement wealth accumulation is similar for those with small loans and large loans.

1036. Ludwig Straub, (Harvard University), Robert Ulbricht (Boston College), "Endogenous Uncertainty and Credit Crunches." (rev. 01/2023; PDF)

Abstract: We develop a theory of endogenous uncertainty in which the ability of investors to learn about firm-level fundamentals is impaired during financial crises. At the same time, higher uncertainty reinforces financial distress. Through this two-way feedback loop, a temporary financial shock can cause a persistent reduction in risky lending, output, and employment that coincides with increased uncertainty, default rates, risk premia and disagreement among forecasters. We embed our mechanism into a standard real business cycle model and show how it manifests as an endogenous and highly internally persistent process for aggregate productivity.

1035. Kyle Greenberg (US Military Academy, West Point), Parag A. Pathak (MIT), Tayfun S枚nmez (Boston College), "Mechanism Design meets Priority Design: Redesigning the US Army鈥檚 Branching Process Through Market Design." (06/2021; PDF)

Abstract: Army cadets obtain occupations through a centralized process. Three objectives 鈥 increasing retention, aligning talent, and enhancing trust 鈥 have guided reforms to this process since 2006. West Point鈥檚 mechanism for the Class of 2020 exacerbated challenges implementing Army policy aims. We formulate these desiderata as axioms and study their implications theoretically and with administrative data. We show that the Army鈥檚 objectives not only determine an allocation mechanism, but also a specific priority policy, a uniqueness result that integrates mechanism and priority design. These results led to a re-design of the mechanism, now adopted at both West Point and ROTC.

1034.聽Uzi Segal (Boston College), "For all or exists?" (04/2021; PDF)

Abstract: This paper shows that in some axioms regarding the mixture of random variables, the requirement that the conclusions hold for all values of the mixture parameter can be replaced by requiring the existence of only one non-trivial value of the parameter, which needs not be fixed. This is the case for the independence, betweenness, and the mixture symmetry axioms.

1033. Maria Arbatskaya (Emory University), Hideo Konishi (Boston College), "Dynamic Team Contests with Complementary Efforts." (04/2021; PDF)

Abstract: In this paper, we study dynamic team contests. In the framework of a Tullock contest between two teams generating impacts according to the Cobb-Douglas effort aggregation function, we examine how equilibrium efforts and winning probabilities depend on the timing of the actions. We show that in contrast to synchronous contests, asynchronous contests with publicly observable actions do not result in the same equilibrium outcome as the one-stage contest; they are strategically unbalancing, leading to more lopsided contests. The results have implications about the design of team contests with complementary efforts.

1032. Benoit S Y Crutzen (Erasmus School of Economics), Hideo Konishi (Boston College), Nicolas Sahuguet (HEC Montreal), "The Best at the Top? Candidate Ranking Strategies Under Closed List Proportional Representation." (04/2021; PDF)

Abstract: Under closed-list proportional representation, a party铆s electoral list determines the order in which legislative seats are allocated to candidates. When candidates differ in their ability, parties face a trade-off between competence and incentives. Ranking candidates in decreasing order of competence ensures that elected politicians are most competent. Yet, party list create incentives for candidates that may push parties not to rank candidates in decreasing competence order. We examine this trade-off in a game-theoretical model in which parties rank their candidate on a list, candidates choose their campaign effort, and the election is a team contest for multiple prizes. We show that the trade-off between competence and incentives depends on candidates铆objective and the electoral environment. In particular, parties rank candidates in decreasing order of competence if candidates value enough post-electoral high offices or media coverage focuses on candidates at the top of the list.

1031. Arthur Lewbel (Boston College), Xi Qu,Shanghai Jiao (Tong University), Xun Tang (Rice University), "Social Networks with Mismeasured Links." (04/2021; PDF)

Abstract: We consider estimation of peer effects in social network models where some network links are incorrectly measured. We show that if the number of mismeasured links does not grow too quickly with the sample size, then standard instrumental variables estimators that ignore the measurement error remain consistent, and standard asymptotic inference methods remain valid. These results hold even when measurement errors in the links are correlated with regressors, or with the model errors. Monte Carlo simulations and real data experiments confirm our results in finite samples. These findings imply that researchers can ignore small amounts of measurement errors in networks.

1030. Giulia Brancaccio (Cornell University),聽Myrto Kalouptsidi (Harvard University),聽Theodore Papageorgiou (Boston College), "The Impact of Oil Prices on World Trade." (02/2021; PDF)

Abstract: In this paper we investigate the importance of fuel costs in shaping world trade. We use AIS data on ship locations and transaction-level shipping prices, along with a dynamic model describing the world shipping industry, to measure the elasticity of trade with respect to ship fuel costs. We find that the average estimated elasticity is 0.35, but ranges from 0.1 to about 1.2 depending on the level of the fuel cost. The pass-through of fuel costs to transport costs is low, at 0.17. Strikingly, the trade elasticity features a pronounced asymmetry in low vs. high oil prices. As fuel costs decline, the elasticity plateaus and further declines have little impact on trade. This 鈥渇lattening out鈥 of the elasticity is attributed to the equilibrium of the transportation sector and in particular the changes in the relative bargaining positions of ships and exporters. Finally, we use the estimated elasticity to assess the importance of ship design on trade flows: if the large fuel efficiency gains achieved in the 1980s had not been realized, trade would be 12% lower today.

1029. Susanto Basu (Boston College), Giacomo Candian (HEC Montr茅al), Ryan Chahrour (Cornell University), Rosen Valchev (Boston College), "Risky Business Cycles." (Rev. 09/2024; PDF)

Abstract:聽We identify a shock that explains the bulk of fluctuations in equity risk premia, and show that the shock also explains a large fraction of the business-cycle comovements of output, consumption, employment, and investment. Recessions induced by the shock are associated with reallocation away from full-time permanent positions, towards part-time and flexible contract workers. A real model with labor market frictions and fluctuations in risk appetite can explain all of these facts, both qualitatively and quantitatively. The size of risk-driven fluctuations depends on the relationship between the riskiness and productivity of different stores of value: if safe savings vehicles have relatively low marginal products, then a flight to safety will drive a larger aggregate contraction.

1028. Arthur Lewbel (Boston College), Jin Yan (Chinese University of Hong Kong), Yu Zhou (School of Economics Fudan University), "Semiparametric Identification and Estimation of Multinomial Discrete Choice Models using Error Symmetry." (rev. 12/2021; PDF)

Abstract: We provide a new method to point identify and estimate cross-sectional multinomial choice models, using conditional error symmetry. Our model nests common random coefficient specifications (without having to specify which regressors have random coefficients), and more generally allows for arbitrary heteroskedasticity on most regressors, unknown error distribution, and does not require a "large support" "(such as identification at infinity) assumption. We propose an estimator that minimizes the squared di搂erences of the estimated error density at pairs of symmetric points about the origin. Our estimator is root N consistent and asymptotically normal, making statistical inference straightforward.

1027. David Dillenberger (University of Pennsylvania) and Uzi Segal (Boston College), "Allocation Mechanisms Without Reduction." (02/2021; PDF)

Abstract: We study a simple variant of the house allocation problem (one-sided matching). We demonstrate that agents with recursive preferences may systematically prefer one allocation mechanism to the other, even among mechanisms that are considered to be the same in standard models, in the sense that they induce the same probability distribution over successful matchings. Using this, we propose a new Priority Groups mechanism and provide conditions under which it is preferred to two popular mechanisms, Random Top Cycle and Random Serial Dictatorship.

1026. Tayfun S枚nmez (Boston College) and M. Bumin Yenmez (Boston College), "Can Economic Theory be Informative for the Judiciary? Affirmative Action in India via Vertical and Horizontal Reservations." (01/2021; PDF)

Abstract: Sanctioned by its constitution, India is home to an elaborate affirmative action program for allocation of public jobs, where historically discriminated groups are protected with vertical reservations implemented as 鈥渟et asides,鈥 and other disadvantaged groups are protected with horizontal reservations implemented as 鈥渕inimum guarantees.鈥 Concurrent implementation of these two policies with overlapping beneficiaries makes this program more complex than others elsewhere. An allocation mechanism mandated by the Supreme Court judgement Anil Kumar Gupta vs. Uttar Pradesh (1995) suffers from a number of anomalies, including disadvantaged candidates losing positions to privileged candidates of lower merit, triggering countless litigations and disarray in the country. Foretelling a recent reform in India, we propose an alternative mechanism that resolves all anomalies, and uniquely characterize it with desiderata reflecting the laws of India. Subsequently reinvented with an August 2020 High Court judgement and mandated for the state of Gujarat, our mechanism is endorsed for India with a December 2020 judgement of the Supreme Court.

1025. Hideo Konishi (Boston College), Chen-Yu Pan (Wuhan University), Dimitar Simeonov (Boston College), "Equilibrium Player Choices in Team Contests with Multiple Pairwise Battles." (01/2021; PDF)

Abstract: We consider games in which team leaders strategically choose the order of players sent to the battlefield in majoritarian team contests with multiple pairwise battles as in Fu, Lu, and Pan (2015 American Economic Review). We consider one-shot order choice games and battle-by-battle sequential player choice games. We show that as long as the number of players on each team is the same as the number of battles, the equilibrium winning probability of a team and the ex ante expected effort of each player in a multi-battle contest are independent of whether players' assignments are one-shot or battle-by-battle sequential. This equilibrium winning probability and ex ante expected total effort coincide with those where the player matching is chosen totally randomly with an equal probability lottery by the contest organizer. Finally, we show how player choices add subtleties to the equivalence result by examples.

1024. Hideo Konishi (Boston College), Katsuya Kobayashi (Hosei University), "Effort Complementarity and Sharing Rules in Group Contests." (04/2020; PDF)

Abstract: In this paper, we consider a prize-sharing rule design problem in a group contest with effort complementarities within groups by employing a CES effort aggregator function. We derive the conditions for a monopolization rule that dominates an egalitarian rule if the objective of the rule design is to maximize the group's winning probability. We find conditions under which the monopolization rule maximizes the group's winning probability, while the egalitarian rule is strictly preferred by all members of the group. Without effort complementarity, there cannot be such a conflict of interest.

1023. Laura D. Quinby (Center for Retirement Research at Boston College), Geoffrey Sanzenbacher (Boston College), "Do Public Sector Workers Increase Their Outside Savings in Response to Pension Cuts?" (01/2021; PDF)

Abstract: As state and local policymakers enact benefit cuts to reduce the cost of their pension systems, the life-cycle model suggests that workers will adjust by saving more on their own. But, whether workers actually respond to pension characteristics remains an open question. After all, income received far in the future may not be salient to young workers deciding how much of their earnings to consume in the present. To answer the question, this paper links the Survey of Income and Program Participation to the Public Plans Database and explores whether state and local workers consider the amount of their pension savings, the funded status of their plan, or their Social Security coverage when deciding whether to participate in a supplemental defined contribution (DC) plan.

1022. Arthur Lewbel (Boston College),聽Susanne M. Schennach (Brown University), Linqi Zhang (Boston College), "Identification of a Triangular Two Equation System Without Instruments." (rev 11/2021; PDF)

Abstract: We show that a standard linear triangular two equation system can be point identified, without the use of instruments or any other side information. We find that the only case where the model is not point identified is when a latent variable that causes endogeneity is normally distributed. In this non-identified case, we derive the sharp identified set. We apply our results to Acemoglu and Johnson鈥檚 (2007) model of life expectancy and GDP, obtaining point identification and comparable estimates to theirs, without using their (or any other) instrument.

1021. James E. Anderson (Boston College) and Penglong Zhang (Tsinghua University, School of Public Policy and Management), "Latent Exports: Almost Ideal Gravity and Zeros." (12/2020; PDF)

Abstract: Almost Ideal gravity associates zero trade flows with variable and fixed trade cost variation in a flexible demand system. Latent trade shares between non-partners are inferred from the Tobit estimator applied to trade among 75 countries and 25 sectors in 2006. Latent Trade Bias (LTB) is the difference between the latent trade share and the as-if-frictionless trade share. Explained LTB variance decomposition shows 52% due to variation of variable trade cost, 24% due to non-homothetic income effects, and 24% due to fixed trade cost effects. Counterfactual variable (fixed) cost reductions suggest cases of successful export promotion between non-partners.

1020. James E. Anderson (Boston College) and Yoto V. Yotov (Drexel University), "Pound for Pound Export Diversification." (12/2020; PDF)

Abstract: We propose a short-run model of the extensive margin of trade and deploy it to distinguish and quantify domestic and cross-border margins. Our empirical focus is on the domestic extensive margin of trade (domestic distribution of a product) and its importance for quantifying policy and globalization effects on the international extensive margin of trade. We build a dataset that combines data on the domestic extensive margin and the standard international extensive margin. It reveals significant and intuitive variation in the domestic extensive margin across countries and over time. We quantify the extensive margin effects of European Union (EU) integration, 2008-2018, and demonstrate that these effects cannot be identified without the domestic extensive margin. We find strong and highly heterogeneous effects, both across countries and directionally.

1019. Parag A. Pathak (MIT), Harald Schmidt (University of Pennsylvania), Adam Solomon (MIT), Edwin Song (MIT), Tayfun S枚nmez (Boston College), and M. Utku 脺nver (Boston College), "Do Black and Indigenous Communities Receive their Fair Share of Vaccines Under the 2018 CDC Guidelines?" (10/2020; PDF)

Abstract: A major focus of debate about rationing guidelines for COVID-19 vaccines is whether and how to prioritize access for minority populations that have been particularly affected by the pandemic, and been the subject of historical and structural disadvantage, particularly Black and Indigenous individuals. We simulate the 2018 CDC Vaccine Allocation guidelines using data from the American Community Survey under different assumptions on total vaccine supply. Black and Indigenous individuals combined receive a higher share of vaccines compared to their population share for all assumptions on total vaccine supply. However, their vaccine share under the 2018 CDC guidelines is considerably lower than their share of COVID-19 deaths and age-adjusted deaths. We then simulate one method to incorporate disadvantage in vaccine allocation via a reserve system. In a reserve system, units are placed into categories and units reserved for a category give preferential treatment to individuals from that category. Using the Area Deprivation Index (ADI) as a proxy for disadvantage, we show that a 40% high-ADI reserve increases the number of vaccines allocated to Black or Indigenous individuals, with a share that approaches their COVID-19 death share when there are about 75 million units. Our findings illustrate that whether an allocation is equitable depends crucially on the benchmark and highlight the importance of considering the expected distribution of outcomes from implementing vaccine allocation guidelines.

1018. Ilaria D鈥橝ngelis (Boston College), "Are We There? Differences in Search, Preferences and Jobs between Young Highly Educated Male and Female Workers." (10/2020; PDF)

Abstract: Do young highly educated women face higher job search frictions, have stronger preferences for non wage job-specific amenities, and receive job offers entailing lower hourly wages or stronger wage penalties for amenities provision relative to men? I study a recent cohort of young, highly educated American workers, document the existence of a gender pay gap at the beginning of workers鈥 careers, and provide evidence that its increasing path over years in the labor market can be rationalized by underlying unobservable differences in search frictions, preferences for amenities, and in the characteristics of the job offers that workers receive. Building on the descriptive evidence I collect, I answer the questions above by estimating a model of hedonic job search. I use the estimated parameters to show that young workers鈥 predicted utility from jobs can be decomposed into components due to wage and wage penalties/gains for amenities provision in the job offers received, preferences for amenities, and workers鈥 selection into different jobs. The main amenities of interest are flexible schedule, overtime, paid and unpaid parental leave, and child care. I find that young, highly educated male and female employed workers are remarkably similar in terms of both search frictions and preferences for job attributes, while female unemployed workers are less likely to obtain job offers than men, in spite of similar levels of labor market attachment. The job offers that women face, instead, differ from the job offers that men receive. Women tend to be offered low wages, and obtain lower wage gains attached to the provision of amenities relative to men. Wages and amenities-related wage penalties strongly affect the predicted male-to-female gap in utility that young workers obtain from jobs, especially in executive and professional careers. In addition, lower wage gains (or wage losses) that women experience when amenities are provided, tend to expand the gender wage gap in jobs providing benefits like flexibility and parental leave.

1017. Ryan Chahrour (Boston College) and Kyle Jurado (Duke University), "Optimal Foresight." (09/2020; PDF)

Abstract: Agents have foresight when they receive information about a random process above and beyond the information contained in its current and past history. In this paper, we propose an information-theoretic measure of the quantity of foresight in an information structure, and show how to separate informational assumptions about foresight from physical assumptions about the dynamics of the processes itself. We then develop a theory of endogenous foresight in which the type of foresight is chosen optimally by economic agents. In a prototypical dynamic model of consumption and saving, we derive a closed-form solution to the optimal foresight problem.

1016. Chandini Sankaran (Boston College), Olivia Sorrentino (Boston College), Eva Hernandez (Boston College), "'I鈥檒l See You in School': A Multiple Proxy Analysis of the Role of Parental Involvement in K-12 Education and Improved Student Outcomes." (08/2020; PDF)

Abstract: We analyze the role of parental involvement on a child鈥檚 academic performance by employing multiple proxies for direct and indirect parental involvement in his/her child鈥檚 schooling using a large dataset of 11,913 observations from the 2016 National Household Education Survey (NHES (2016)). Our estimations of ordered logit grade models show that children of parents who volunteer in the school or classroom, serve on a school committee, or attend PTO meetings are significantly more likely to receive higher grades; these children are 2.4% to 11% more likely to be making grades of mostly As compared to children of parents who do not engage in these activities. Elementary aged children who are told by their parents to read are also significantly more likely to receive higher grades in school. However, we find that homework help is a noisy proxy for parental involvement. Finally, our analysis uncovers some stark racial and gender disparities in K-12 student performance as well as racial differences in the parental involvement measures.

1015. Parag A. Pathak (MIT), Tayfun S枚nmez (Boston College), M. Utku 脺nver (Boston College), and M. Bumin Yenmez (Boston College), "Fair Allocation of Vaccines, Ventilators and Antiviral Treatments: Leaving No Ethical Value Behind in Health Care Rationing." (07/2020; PDF)

Abstract: COVID-19 has revealed several limitations of existing mechanisms for rationing scarce medical resources under emergency scenarios. Many argue that they abandon various ethical values such as equity by discriminating against disadvantaged communities. Illustrating that these limitations are aggravated by a restrictive choice of mechanism, we formulate pandemic rationing of medical resources as a new application of market design and propose a reserve system as a resolution. We develop a general theory of reserve design, introduce new concepts such as cutoff equilibria and smart reserves, extend previously-known ones such as sequential reserve matching, and relate these concepts to current debates.

1013. Pierluigi Balduzzi (Boston College), Emanuele Brancati (Sapienza University of Rome), Marco Brianti (Boston College), Fabio Schiantarelli (Boston College), "Credit Constraints and Firms' Decisions: Evidence from the COVID-19 Outbreak." (rev. 10/2022; PDF)

Abstract: We investigate the economic effects of the COVID-19 pandemic and the role played by credit constraints in the transmission mechanism, using a novel survey of expectations and plans of Italian firms, taken just before and after the outbreak. Most firms revise downward their expectations for sales, orders, employment, and investment, while prices are expectedto increase at a faster rate than previously anticipated, but there is geographical and sectoral heterogeneity in the magnitude of the effects. Importantly, we show that credit constraints amplify the effects on factor demand and sales of the shocks associated with COVID-19. Moreover, credit-constrained firms expect to charge higher prices, relative to unconstrained firms. The search for and availability of liquidity is a key determinant of firms鈥 plans. Finally, there is evidence that both supply and demand shocks play a role in shaping firms鈥 expectations and plans, with supply shocks being slightly more important in the aggregate.

1012.聽Edward J. Kane (Boston College), "Good News and Bad News about Newly Imagined Federal Reserve Credit-Allocation Policies." (06/2020; PDF)

Abstract: This paper analyzes the characteristics of the ad hoc credit facilities provided by the Federal Reserve System, newly authorized by the CARES Act of 2020, and expresses concerns about those programs' effectiveness. The paper stresses the importance of resolving unaddressed re-contracting problems in the real-estate sector.

1011. Theodore Papageorgiou (Boston College), "Occupational Matching and Cities." (06/2020; PDF)

Abstract: In this paper, I document that workers in larger cities have significantly more occupational options than workers in smaller ones. They are able to form better occupational matches and earn higher wages. I also note differences in the occupational reallocation patterns across cities. I develop a dynamic model of occupational choice that microfounds agglomeration economies and captures the empirical patterns. The calibration of the model suggests that better occupational match quality accounts for approximately 35% of the observed wage premium and a third of the greater inequality in larger cities.

1010. Giulia Brancacci (Cornell University), Myrto Kalouptsid (Harvard University), Theodore Papageorgiou (Boston College), and Nicola Rosai (Harvard University), "Search Frictions and Efficiency in Decentralized Transport Markets." (05/2020; PDF)

Abstract: In this paper we explore efficiency and optimal policy in decentralized transportation markets that suffer from search frictions, such as taxicabs, trucks and bulk shipping. We illustrate the impact of two externalities: the well-known thin/thick market externalities and what we call pooling externalities. We characterize analytically the conditions for efficiency, show how they translate into efficient pricing rules, as well as derive the optimal taxes for the case where the planner is not able to set prices. We use our theoretical results to explore welfare loss and optimal policy in dry bulk shipping. We find that the constrained efficient allocation achieves 6% welfare gains, while the first-best allocation corresponding to the frictionless world, achieves 14% welfare gains. This suggests that policy can achieve substantial gains, even if it does not alleviate search frictions, e.g. through a centralizing platform. Finally, we demonstrate that simple policies designed to mimic the optimal taxes perform well.

1009. Christopher F Baum (Boston College, DIW Berlin) and Miguel Henry (Greylock McKinnon Associates), "Socioeconomic Factors influencing the Spatial Spread of COVID-19 in the United States." (10/2020; PDF)

Abstract: As the COVID-19 pandemic has progressed in the U.S., "hotspots" have been shifting geographically over time to suburban and rural counties showing a high prevalence of the disease. We analyze daily U.S. county-level variations in COVID-19 confirmed case counts to evaluate the spatial dependence between neighboring counties. We find strong evidence of county-level socioeconomic factors influencing the spatial spread. We show the potential of combining spatial econometric techniques and socioeconomic factors in assessing the spatial effects of COVID-19 among neighboring counties.

1008. Christopher F. Baum (Boston College, DIW Berlin), Dorothea Sch盲fer (DIW Berlin,聽J枚nk枚ping International Business School), and Caterina Forti Grazzini (European Central Bank, FU Berlin), "Institutional diversity in domestic banking sectors and bank stability:A cross-country study." (05/2020; PDF)

Abstract: This paper analyzes the causal relationship between institutional diversity in domestic banking sectors and bank stability. We use a large bank- and country-level unbalanced panel data set covering the EU member states鈥 banking sectors between 1998 and 2014. Constructing two distinct indicators for measuring institutional diversity, we find that a high degree of institutional diversity in the domestic banking sector positively affects bank stability. The positive relationship between domestic institutional diversity and bank stability is stronger in times of crisis, providing evidence that diversity can help to absorb both financial and real shocks. In particular, greater institutional diversity smooths bank earnings risk in times of crisis. Our results are economically meaningful and offer important insights to the ongoing economic policy debate on how to reshape the architecture of the banking sector

1007. Scott Duke Kominers (Harvard University),聽Parag A. Pathak (MIT), Tayfun S枚nmez (Boston College), and M. Utku 脺nver (Boston College), "Paying It Backward and Forward: Expanding Access to Convalescent Plasma Therapy Through Market Design." (05/2020; PDF)

Abstract: COVID-19 convalescent plasma (CCP) therapy is currently a leading treatment for COVID-19. At present, there is a shortage of CCP relative to demand. We develop and analyze a model of centralized CCP allocation that incorporates both donation and distribution. In order to increase CCP supply, we introduce a mechanism that utilizes two incentive schemes, respectively based on principles of 鈥減aying it backward鈥 and 鈥減aying it forward.鈥 Under the first scheme, CCP donors obtain treatment vouchers that can be transferred to patients of their choosing. Under the latter scheme, patients obtain priority for CCP therapy in exchange for a future pledge to donate CCP if possible. We show that in steady-state, both principles generally increase overall treatment rates for all patients鈥攏ot just those who are voucher-prioritized or pledged to donate. Our results also hold under certain conditions if a fraction of CCP is reserved for patients who participate in clinical trials. Finally, we examine the implications of pooling blood types on the efficiency and equity of CCP distribution.

1006. Fabian Lange (McGill University) and Theodore Papageorgiou (Boston College), "Flexibly Estimating Matching Functions with Unobserved Matching Efficiency." (04/2020; PDF)

Abstract: Exploiting results from the literature on non-parametric identification, we make three methodological contributions to the empirical literature estimating the matching function, commonly used to map unemployment and vacancies into hires. First, we show how to non-parametrically identify the matching function. Second, we estimate the matching function allowing for unobserved matching efficacy, without imposing the usual independence assumption between matching efficiency and search on either side of the labor market. Third, we allow for multiple types of jobseekers and consider an 鈥渁ugmented鈥 Beveridge curve that includes them. Our estimated elasticity of hires with respect to vacancies is procyclical and varies between 0.15 and 0.3. This is substantially lower than common estimates suggesting that a significant bias stems from the commonly-used independence assumption. Moreover, variation in match efficiency accounts for much of the decline in hires during the Great Recession.

1005. Arthur Lewbel (Boston College), and Lars Nesheim, (CeMMAP), "Sparse demand systems: corners and complements." (11/2019; PDF)

Abstract: We propose a demand model where consumers simultaneously choose a few different goods from a large menu of available goods, and choose how much to consume of each good. The model nests multinomial discrete choice and continuous demand systems as special cases. Goods can be substitutes or complements. Random coefficients are employed to capture the wide variation in the composition of consumption baskets. Non-negativity constraints produce corners that account for different consumers purchasing different numbers of types of goods. We show semiparametric identification of the model. We apply the model to the demand for fruit in the United Kingdom. We estimate the model鈥檚 parameters using UK scanner data for 2008 from the Kantar World Panel. Using our parameter estimates, we estimate a matrix of demand elasticities for 27 categories of fruit and analyze a range of tax and policy change scenarios.

1004. Arthur Lewbel (Boston College), Xi Qu (Shanghai Jiao Tong University), and Xun Tang (Rice University), "Social Networks with Unobserved Links." (rev. 02/2022; PDF)

Abstract: We point identify and estimate linear social network models without observing any network links. The required data consist of many small networks of individuals, such as classrooms or villages, with individuals that are each only observed once. We apply our estimator to data from Tennessee's Student/Teacher Achievement Ratio (STAR) Project. Without observing the latent network in each classroom, we identify and estimate peer and contextual effects on students' performance in mathematics. We find that peer effects tend to be larger in bigger classes, and that increasing peer effects would significantly improve students' average test scores.

1003. Arthur Lewbel (Boston College), Jin-Young Choi (Xiamen University), and Zhuzhu Zhou (Boston College), "Over-Identified Doubly Robust Identification and Estimation." (rev. 01/2022; PDF)

Abstract: Consider two parametric models. At least one is correctly specified, but we don't know which. Both models include a common vector of parameters. An estimator for this common parameter vector is called Doubly Robust (DR) if it's consistent no matter which model is correct. We provide a general technique for constructing DR estimators (assuming the models are over identified). Our Over-identified Doubly Robust (ODR) technique is a simple extension of the Generalized Method of Moments. We illustrate our ODR with a variety of models. Our empirical application is instrumental variables estimation, where either one of two instrument vectors might be invalid.

1002. Arthur Lewbel (Boston College) and Xirong Lin (Boston College), "Identification of Semiparametric Model Coefficients, With an Application to Collective Households." (rev. 01/2021; PDF)

Abstract: We prove identification of coefficients for a set of semiparametric specifications that are related to multiple index models. Potential applications of these results include models of observed heterogeneity in production functions and in consumer demand systems. We then generalize these results to identify a class of collective household consumption models. We extend the existing literature by proving point identification, rather than the weaker generic identification, of all the features of the collective household model, including price effects. We estimate the model using Japanese consumption data, and find substantial variation in resource shares and indifference scales across households of different sizes.

1001. Arthur Lewbel (Boston College), "Kotlarski with a Factor Loading." (rev. 12/2020; PDF)

Abstract: This note extends the Kotlarski (1967) Lemma to show exactly what is identified when we allow for an unknown factor loading on the common unobserved factor. Potential applications include measurement error models and panel data factor models

1000. Arthur Lewbel (Boston College) and Krishna Pendakur (Simon Fraser University), "Inefficient Collective Households: Cooperation and Consumption." (rev. 08/2021; PDF)

Abstract: We propose a model of consumption inefficiency in collective households. Inefficiency depends on a 鈥渃ooperation factor鈥, which can also affect both the allocation of resources within a household and the utility of household members. Households are conditionally efficient, conditioning on the value of the cooperation factor. This lets us exploit convenient modeling features of efficient households (like not needing to specify the bargaining process), while still accounting for, and measuring the dollar cost of, inefficient levels of cooperation.

999. Chaim Fershtman (Tel Aviv University) and Uzi Segal (Boston College). "Social Influence in Legal Deliberations." (rev. 09/2021; PDF)

Abstract: Committee protocols typically involve deliberations in which committee members try to influence and convince each other regarding the 鈥渞ight鈥 choice. Such deliberations do not involve only information exchange, but their aim is also to affect the preferences and the votes of other members. This aspect of social influence and committee deliberation is the focus of this paper. Using a model of social influence we demonstrate how deliberation procedures affect the voting outcome and how different protocols of consul- tation by committees鈥 chairs may affect the chairs鈥 final decisions. We then analyze the ability of a 鈥渄esigner鈥 to control the deliberation protocol and to manipulate the deliberation procedure to increase the probability that the outcome he favors will be selected.

998. Christina Letsou (Boston College), Shlomo Naeh (Hebrew University of Jerusalem), and Uzi Segal (Boston College). "All probabilities are equal, but some probabilities are more equal than others." (04/2020; PDF)

Abstract: A common procedure for selecting people is to have them draw balls from an urn in turn. Modern and ancient stories suggest that such lotteries may be viewed by the individuals as 鈥渦nfair.鈥 We compare this procedure with several alternatives. They all give individuals an equal chance of being selected, but have different structures. We analyze these procedures as multistage lotteries. In line with previous literature, our analysis is based on the observation that multistage lotteries are not considered indifferent to their probabilistic one-stage representations. We use a non-expected utility model and show that individuals have preferences over the different procedures.

997. Parag A. Pathak (MIT), Tayfun S枚nmez (Boston College), M. Utku 脺nver (Boston College), and M. Bumin Yenmez (Boston College). "Leaving No Ethical Value Behind: Triage Protocol Design for Pandemic Rationing." (04/2020; PDF)

Abstract: Rationing of medical resources is a critical issue in the COVID-19 pandemic. Most existing triage protocols are based on a priority point system, in which a formula specifies the order in which the supply of a resource, such as a ventilator, is to be rationed for patients. A priority point system generates an identical priority ranking specifying claims on all units. Triage protocols in some states (e.g. Michigan) prioritize frontline health workers giving heavier weight to the ethical principle of instrumental value. Others (e.g. New York) do not, reasoning that if frontline workers obtain high enough priority, there is a risk that they obtain all units and none remain for the general community. This debate is pressing given substantial COVID-19 health risks for frontline workers. In this paper, we analyze the consequences of rationing medical resources through a reserve system. In a reserve system, resources are placed into multiple categories. Priorities guiding allocation of units can reflect different ethical values between these categories. A reserve system provides additional flexibility over a priority point system because it does not dictate a single priority order for the allocation of all units. It offers a middle-ground approach that balances competing objectives, such as in the medical worker debate. This flexibility requires attention to implementation, especially the processing order of reserve categories. We describe our model of a reserve system, characterize its potential outcomes, and examine distributional implications of particular reserve systems. We also discuss several practical considerations with triage protocol design.

996. Songnian Chen (HKUST), Shakeeb Khan (Boston College), and Xun Tang (Rice University). "Dummy Endogenous Variables in Weakly Separable Multiple Index Models without Monotonicity." (04/2020; PDF)

Abstract: We study the identification and estimation of treatment effect parameters in weakly separable models. In their seminal work, Vytlacil and Yildiz (2007) showed how to identify and estimate the average treatment effect of a dummy endogenous variable when the outcome is weakly separable in a single index. Their identification result builds on a monotonicity condition with respect to this single index. In comparison, we consider similar weakly separable models with multiple indices, and relax the monotonicity condition for identification. Unlike Vytlacil and Yildiz (2007), we exploit the full information in the distribution of the outcome variable, instead of just its mean. Indeed, when the outcome distribution function is more informative than the mean, our method is applicable to more general settings than theirs; in particular we do not rely on their monotonicity assumption and at the same time we also allow for multiple indices. To illustrate the advantage of our approach, we provide examples of models where our approach can identify parameters of interest whereas existing methods would fail. These examples include models with multiple unobserved disturbance terms such as the Roy model and multinomial choice models with dummy endogenous variables, as well as potential outcome models with endogenous random coefficients. Our method is easy to implement and can be applied to a wide class of models. We establish standard asymptotic properties such as consistency and asymptotic normality.

995. Parag A. Pathak (MIT), Alex Rees-Jones (Cornell University), Tayfun S枚nmez (Boston College). "Reversing Reserves." (04/2020; PDF)

Abstract: Affirmative action policies are often implemented through reserve systems. We contend that the functioning of these systems is counterintuitive, and that the consequent misunderstanding leads individuals to support policies that ineffectively pursue their goals. We present 1,013 participants in the Understanding America Study with incentivized choices between reserve policies that vary in all decision-relevant parameters. Many subjects鈥 choices are rationalized by a nearly correct decision rule, with errors driven solely by the incorrect belief that reversing the processing order has no effect. The prevalence of this belief helps to explain otherwise surprising decisions made in field applications of reserve systems.

994. Yulong Wang (Syracuse University) and Zhijie Xiao (Boston College). "Estimation and Inference about Tail Features with Tail Censored Data." (03/2020; PDF)

Abstract: This paper considers estimation and inference about tail features when the observations beyond some threshold are censored. We first show that ignoring such tail censoring could lead to substantial bias and size distortion, even if the censored probability is tiny. Second, we propose a new maximum likelihood estimator (MLE) based on the Pareto tail approximation and derive its asymptotic properties. Third, we provide a small sample modification to the MLE by resorting to Extreme Value theory. The MLE with this modification delivers excellent small sample performance, as shown by Monte Carlo simulations. We illustrate its empirical relevance by estimating (i) the tail index and the extreme quantiles of the US individual earnings with the Current Population Survey dataset and (ii) the tail index of the distribution of macroeconomic disasters and the coefficient of risk aversion using the dataset collected by Barro and Urs煤a (2008). Our new empirical findings are substantially different from the existing literature.

993. Parag A. Pathak (MIT), Alex Rees-Jones (Cornell University), and Tayfun Sonmez (Boston College). "Immigration Lottery Design: Engineered and Coincidental Consequences of H-1B Reforms." (01/2020; PDF)

Abstract: In response to increasing demand for high-skilled labor, the U.S. Congress legis- lated in 2005 that the H-1B visa program create 20,000 additional slots for advanced degree applicants on top of 65,000 slots open to all. Since then, the U.S. Customs and Immigration Service (USCIS) has implemented this policy through visa alloca- tion rules that comply with this legislation. Following a directive in the April 2017 Buy American and Hire American Executive Order by President Trump, USCIS tweaked its H-1B visa allocation rule in 2019, in an explicit effort to increase the share of higher-skill beneficiaries, bypassing the need for Congressional approval to increase the number of advanced degree slots. The USCIS estimated that the rule change, engineered solely for this objective, would increase the number of higher- skill beneficiaries by more than 5,000 at the expense of lower-skill beneficiaries. In this paper, we characterize all visa allocation rules that comply with the legislation. Despite specifying rigid caps, we show that the legislation still allows for rules that can change the number of high-skill awards by as many as 14,000 in an average year. Of all rules that comply with the legislation, the 2019 rule adopted by the Trump ad- ministration produces the best possible outcome for higher-skill applicants and the worst possible outcome for lower-skill applicants. We also discover that each of the two previous and much less known changes to the H-1B visa allocation rule resulted in more substantial changes to the share of higher-skill beneficiaries than the 2019 reform. The distributional effects of these earlier reforms in 2006 and 2008, how- ever, were motivated by logistical considerations, potentially without understanding of their importance for the rate of higher-skill awards.

992. Ryan Chahrour (Boston College), Sanjay Chugh (The Ohio State University), and Tristan Potter (Drexel University). "Anticipated Productivity and the Labor Market." (01/2020; PDF)

Abstract: We identify the main shock driving the covariance of the labor market and output. The shock drives strong business cycle comovement among output, consumption, investment, hours, and stock prices but is essentially orthogonal to business cycle fluctuations in TFP. Yet, the shock is associated with future persistent TFP fluctuations, consistent with theories of technology news. A standard labor search model in which wages are determined by a cash flow sharing rule, rather than the net present value of match surplus, matches the observed responses to TFP news. The response of the wage implied by this rule is consistent with the empirical responses of a broad panel of wage series.

991. Charles Murry (Boston College) and Peter Newberry (Penn State University). "Franchise Contract Regulations and Local Market Structure." (rev. 03/2021; PDF)

Abstract: Many U.S. states restrict the ability of franchisors to terminate or restructure franchise contracts through regulation. We empirically examine the effect of these regulations on the franchising decisions of firms at the local level. Using data from the quick-service restaurant industry, we find that franchise regulations are associated with 12% fewer franchises in the average zip-code. We find evidence that the impact of the regulation varies based on the local characteristics of a zip-code and can be as high as 16%.

990.聽Tayfun S枚nmez (Boston College) and M. Bumin Yenmez (Boston College). "Affirmative Action with Overlapping Reserves." (12/2019; PDF)

Abstract: In a wide variety of real-life resource allocation problems such as school choice or assignment of public positions, implementation of affirmative action policies rely on choice rules that balance meritocracy with equity. We study choice rules where meritocracy is attained through reliance on a priority list, and equity is attained through reserved positions for target groups of disadvantaged individuals. Focusing on overlapping reserves, the case where an individual can belong to multiple types of reserved positions, we characterize choice rules that satisfy maximal compliance with reservations, elimination of justified envy, and non-wastefulness. When an individual accommodates only one of the reserved positions, the horizontal envelope choice rule is the only rule to satisfy these three axioms. When an individual accommodates each of the reserved positions she qualifies for, there are complementarities between individuals. Under this alternative convention, and assuming there are only two target groups, such as women and minorities, we show that paired-admission choice rules are the only ones to satisfy the three axioms. Building on these results, we provide improved allocation mechanisms for school choice in Chile, public position allocation in India, and college admissions in Brazil.

989. Pierluigi Balduzzi (Boston College), Emanuele Brancati (Sapienza University of Rome), Marco Brianti (Boston College), and Fabio Schiantarelli (Boston College). "Populism, Political Risk and the Economy: Lessons from Italy." (rev. 04/2020;PDF) - Appendix (PDF).

Abstract: This paper studies the effects of political risk shocks in Italy during the 2013-2019 period that saw the rise to power of populist parties. We identify political and policy events that have implications for debt sustainability and Euro membership, and use changes in sovereign CDS spreads around those dates as an instrument for political risk shocks. Shocks associated with populism have adverse effects on domestic and international financial markets. These effects were moderated by European institutions and domestic constitutional constraints. Moreover, political risk shocks have a negative impact on the real domestic economy, although cushioned by an accommodating monetary policy.

988. Christopher F. Baum (Boston College, DIW Berlin,聽CESIS, KTH Royal Institute of Technology), Hans L枚枚f (KTH Royal Institute of Technology), Andreas Stephan (J枚nk枚ping International Business School, DOW聽Berlin), and Ingrid Viklund-Ros (CESIS, KTH Royal Institute of Technology). "Innovation by start-up firms: The influence of the board of directors for knowledge spillovers." (rev. 08/2021; PDF)

Abstract: The paper examines whether the innovation potential of start-ups is influenced by existing innovative firms via the board of directors. This channel of spillover is largely unexplored. Our analysis of over 370,000 firm-year observations on more than 60,000 Swedish start-up firms which entered the market between 2002 and 2013 shows a positive effect of the boards' innovation experience on the propensity to apply for patents, while no impact on trademark registration is found. The results are robust to controlling for unobserved heterogeneity as well as worker and managerial mobility, human capital, board diversity, venture capital, patent citations, firm size, region and industry.

987. Ryan Chahrour (Boston College), Kristoffer Nimark (Cornell University), and Stefan Pitschner (Uppsala University). "Sectoral Media Focus and Aggregate Fluctuations". (10/2019; PDF)

Abstract: We formalize the editorial role of news media in a multi-sector economy and show that media can be an independent source of business cycle fluctuations, even when the information they report is accurate. Our approach tightly links agents鈥 beliefs to real eco-nomic developments and allows for incomplete information without exogenous noise shocks. In the model, media monitor the economy, making state-dependent decisions on which sub- set of sectors to report. Accurate public reporting about sectoral developments that are newsworthy but unrepresentative, causes firms in all sectors to over- or underinvest in productive capacity. We construct historical time series of sectoral news coverage in the US and use them to calibrate a multi-sector model driven only by sectoral TFP shocks. Time-varying media focus generates demand-like aggregate fluctuations that are orthogonal to productivity. Presented with historical productivity shocks constructed by the BEA, the model reproduces the 2009 Great Recession.

986. Shakeeb Khan (Boston College) and Denis Nekipelov (University of Virginia). "On Uniform Inference in Nonlinear Models with Endogeneity". (9/2019; PDF)

Abstract: This paper explores the uniformity of inference for parameters of interest in nonlinear econometric models with endogeneity. Here the notion of uniformity arises because the behavior of estimators of parameters is shown to vary with where they lie in the parameter space. As a result, inference becomes nonstandard in a fashion that is loosely analogous to inference complications found in the unit root and weak instruments lit-erature, as well as the models recently studied in Andrews and Cheng (2012), Chen, Ponomareva, and Tamer (2014), Han and McCloskey (2019). Our main illustrative example is the standard sample selection model, where the parameter is the intercept term as in Heckman (1990), Andrews and Schafgans (1998) and Lewbel (2007). We show here there is a discontinuity in the limiting distribution for an estimator despite it being uniformly (across degrees of selection) consistent. This discontinuity prevents standard inference procedures from being uniformly valid, and motivates the development of new methods, for which we establish asymptotic properties. Finite sample properties of the procedure is explored through a simulation study and an empirical illustration using the Mroz (1987) data set as in Newey, Powell, and Walker (1990).

985. Shakeeb Khan (Boston College) Arnaud Maurel (Duke University), and Yichong Zhang (Singapore Management University). "Informational Content of Factor Structures in Simultaneous Binary Response Models". (9/2019; PDF)

Abstract: We study the informational content of factor structures in discrete triangular systems. Factor structures have been employed in a variety of settings in cross sectional and panel data models, and in this paper we formally quantify their identifying power in a bivariate system often employed in the treatment effects literature. Our main findings are that imposing a factor structure yields point identification of parameters of interest, such as the coefficient associated with the endogenous regressor in the outcome equation, under weaker assumptions than usually required in these systems. In particular, we show that an exclusion restriction, requiring an explanatory variable in the outcome equation to be excluded from the treatment equation, is no longer necessary for identification. Under such settings, we propose a rank estimator for both the factor loading and the causal effect parameter that are root-n consistent and asymptotically normal. The estimator鈥檚 finite sample properties are evaluated through a simulation study. We also establish identification results in models with more general factor structures, that are characterized by nonparametric functional forms and multiple idiosyncratic shocks.

984. Danial Lashkari (Boston College), Arthur Bauer (ENSAE-CREST), and Jocelyn Boussard (Banque de France)."Information Technology and Returns to Scale". (9/2019; PDF)

Abstract: This paper investigates the role of IT in shaping recent trends in market concentration, factor income shares, and market competition. Relying on a novel dataset on hardware and software investments in the universe of French firms, we document a robust within-industry correlation between firm size and the intensity of IT demand. To explain this fact, we argue that the relative marginal product of IT inputs may rise with firm scale, since IT specifi- cally helps firms deal with organizational limits to scale. We propose a general equilibrium model of industry dynamics that features firm-level production functions compatible with this mechanism. We estimate the production function and find evidence for the nonhomotheticity of IT demand and for an elasticity of substitution between IT and other inputs that falls below unity. Under the estimated model parameters, the cross-sectional predictions of the model match the observed relationship of firm size with IT intensity (positive) and labor share (negative). In addition, as a response to the fall in the relative price of IT inputs in post-1990 France, the model can explain about half of both the observed rise in market concentration and the observed market reallocations toward low-labor-share firms.

983. Pierre-Andre虂 Chiappori (Columbia University), and Jose虂 Alberto Molina (Departamento de Ana虂lisis Econo虂mico, Universidad de Zaragoza). "The intra-spousal balance of power within the family: cross-cultural evidence". (9/2019; PDF)

Abstract: This paper examines cross-cultural evidence of the intra-spousal balance of power within the family. The traditional, 鈥榰nitary鈥 model of the family, which assumes that members maximize a single utility function, has increasingly been challenged in recent decades, as a consequence of a questioning of the underlying income-pooling hypothesis, through attempts to assume differential preferences of family members, with the relative power of spouses being of particular significance. These non-unitary models treat family decisions as outcomes of interactions between the spouses. We focus here on collective models, which have been most widely used for that purpose. We show international evidence on the basis of the UN Human Development Index 2018. Data results indicate that, in both developed (very high and top medium HDI) and non-developed (bottom medium and low HDI) cultural areas, non-unitary models, in which intra-spousal bargaining power plays a role, are empirically accepted. The Pareto-optimality hypothesis of collective models has been accepted for most statistical data bases. In developed cultural areas, wives, on average, control between one half and two thirds of household resources, with the highest bargaining power affecting expenditure patterns. As the bargaining power of women grows, allocations to education and school attendance also tend to grow in most countries.

982. Hanno Foerster (Boston College). "The Impact of Post-Marital Maintenance on Dynamic Decisions and Welfare of Couples", (9/2019; PDF)

Abstract: In many countries divorce law mandates post-marital maintenance payments (child support and alimony) to insure the lower earner in married couples against financial losses upon divorce. This paper studies how maintenance payments affect couples鈥 intertemporal decisions and welfare. I develop a dynamic model of family labor supply, housework, savings and divorce and estimate it using Danish register data. The model captures the policy trade off between providing insurance to the lower earner and enabling couples to specialize efficiently, on the one hand, and maintaining labor supply incentives for divorcees, on the other hand. I use the estimated model to analyze counterfactual policy scenarios in which child support and alimony payments are changed. The welfare maximizing maintenance policy is to triple child support payments and reduce alimony by 12.5% relative to the Danish status quo. Switching to the welfare maximizing policy makes men worse off, but comparisons to a first best scenario reveal that Pareto improvements are feasible, highlighting the limitations of maintenance policies.

981. Isaac Baley (Universitat Pompeu Fabra), Ana Figueiredo (Erasmus School of Economics), and Robert Ulbricht (Boston College). "Mismatch Cycles", (rev. 8/2021; PDF)

Abstract: This paper studies the cyclical dynamics of skill mismatch and quantifies its impact on labor productivity. We build a tractable directed search model, in which workers differ in skills along multiple dimensions and sort into jobs with heterogeneous skill requirements. Skill mismatch arises due to information frictions and is prolonged by search frictions. Estimated to the U.S., the model replicates salient business cycle properties of mismatch. Job transitions in and out of bottom job rungs, combined with career mobility, are key to account for the empirical fit. The model provides a novel narrative for the scarring effect of unemployment.

980. Shakeeb Khan (Boston College), Fu Ouyang (University of Queensland), and Elie Tamer (Harvard University), "Inference on Semiparametric Multinomial Response Models", (5/2019; PDF)

Abstract: In this paper we explore inference on regression coefficients in semi parametric multinomial response models. We consider cross sectional, and both static and dynamic panel settings where we focus throughout on point inference under sufficient conditions for point identification. The approach to identification uses a matching insight throughout all three models and relies on variation in regressors: with cross section data, we match across individuals while with panel data we match within individuals over time. Across models, IIA is not assumed as the unobserved errors across choices are allowed to be arbitrarily correlated. For the cross sectional model estimation is based on a localized rank objective function, analogous to that used in Abrevaya, Hausman, and Khan (2010), and presents a generalization of existing approaches. In panel data settings rates of convergence are shown to exhibit a curse of dimensionality in the number of alternatives. The results for the dynamic panel data model generalizes the work of Honor茅 and Kyriazidou (2000) to cover the multinomial case. A simulation study establishes adequate finite sample properties of our new procedures and we apply our estimators to a scanner panel data set.

979. Shakeeb Khan (Boston College), Maria Ponomareva (Northern Illinois University), and Elie Tamer (Harvard University), "Identification of Dynamic Panel Binary Response Models", (3/2019; PDF)

Abstract: We analyze identification in dynamic econometric models of binary choice with fixed effects under general conditions. This class of models is often used in the literature to distinguish between state dependence (invariably referred to in the recent literature as switching costs, inertia or stickiness) and heterogeneity. We first characterize the sharp set for parameters in a dynamic panel of binary choice under conditional stationarity. The identified set can be characterized by a union of convex polyhedrons. We conduct the same exercise under the stronger assumption of conditional exchangeability, and establish its incremental identifying power. We extend our identification approach to study models with more time periods as well. We also provide sufficient conditions for point identification. For inference in cases with discrete regressors, we provide an approach to constructing confidence sets for the identified sets using a linear program that is simple to implement. The paper then provides simulation based evidence on the size and shape of the identified sets in varying designs to illustrate the informational content of different assumptions. We also illustrate the inference approach using a data set on women鈥檚 labor supply decisions.

978. Tayfun S枚nmez and M. Bumin Yenmez (Boston College), "Constitutional Implementation of Vertical and Horizontal Reservations in India: A Unified Mechanism for Civil Service Allocation and College Admissions", (4/2019; PDF)

Abstract: In order to address the historic discrimination faced by various communities under the caste system, a comprehensive affirmative action system exists in India, reserving access to government jobs and to enrollment in higher educational institutions. While there is a Supreme Court-mandated mechanism to implement these reservations when the positions are homogeneous, no mechanism is provided when the positions are heterogeneous. This gap results in widespread adoption of unconstitutional mechanisms, countless lawsuits, regular judicial review, and inconsistent judgements including at the Supreme Court level. We identify the root cause of all these challenges, and propose a design to overcome them.

977. Tayfun S枚nmez and M. Bumin Yenmez (Boston College), "Affirmative Action in India via Vertical and Horizontal Reservations", (3/2019; PDF)

Abstract: Built into the country鈥檚 constitution, one of the world鈥檚 most comprehensive affirmative action programs exists in India. Government jobs and seats at publicly funded educational institutions are allocated through a Supreme Court-mandated procedure that integrates a meritocracy-based system with a reservation system that provides a level playing field for disadvantaged groups through two types of special provisions. The higher-level provisions, known as vertical reservations, are exclusively intended for backward classes that faced historical discrimination, and implemented on a 鈥渟et aside鈥 basis. The lower-level provisions, known as horizontal reservations, are intended for other disadvantaged groups (such as women, disabled, or the economically disadvantaged), and they are implemented on a 鈥渕inimum guarantee鈥 basis. We show that, the Supreme Court-mandated procedure suffers from at least four major deficiencies. First and foremost, it is not well-defined when candidates can qualify for multiple horizontal reservations, a phenomenon that has been increasingly more common in recent years. Moreover, while a candidate can never lose a position to a less meritorious candidate from her own group under this procedure, she can lose a position to a less meritorious candidate from a higher-privilege group. This loophole under the Supreme Court-mandated procedure causes widespread confusion in India, resulting in countless lawsuits, conflicting judgements on these lawsuits, and even defiance in some of its states. We propose an alternative procedure that resolves these two major deficiencies and two additional ones.

976. Michael T. Belongia (University of Mississippi) and Peter N. Ireland (Boston College), "A Reconsideration of Money Growth Rules", (3/1/2019; PDF)

Abstract: A New Keynesian model, estimated using Bayesian methods over a sample period that includes the recent episode of zero nominal interest rates, illustrates the effects of replacing the Federal Reserve's historical policy of interest rate management with one targeting money growth instead. Counterfactual simulations show that a rule for adjusting the money growth rate, modestly and gradually, in response to changes in the output gap delivers performance comparable to the estimated interest rate rule in stabilizing output and inflation. The simulations also reveal that, under the same money growth rule, the US economy would have recovered more quickly from the 2007-09 recession, with a much shorter period of exceptionally low interest rates. These results suggest that money growth rules can serve as a simple and effective alternative guide for monetary policy in the current low interest rate environment.

975. Christopher F. Baum (Boston College) and Arthur Lewbel (Boston College), "Advice on using heteroscedasticity based identification", (06/2019; PDF)

Abstract: Lewbel (2012) provides a heteroscedasticity based estimator for linear regression models containing an endogenous regressor when no external instruments or other such information is available. The estimator is implemented in the Stata module ivreg2h by Baum and Schaffer (2012). This note gives some advice and instructions to researchers who want to use this estimator.

974. Hideo Konishi (Boston College) and Chen-Yu Pan (Wuhan University), "Endogenous Alliances in Survival Contests", (rev. 03/2021; PDF)

Abstract: Esteban and Sakovics (2003) showed in their three-person game that an alliance never appears in a possibly multi-stage contest game for an indivisible prize when allies鈥 e铿orts are perfectly substitutable. In this paper, we introduce allies鈥 e铿ort complementarity by using a CES e铿ort aggregator function. We consider an open-membership alliance formation game followed by two contests: the one played by alliances, and the one within the winning alliance. We show that if allies鈥 e铿orts are too substitutable or too complementary, no meaningful alliance appears in equilibrium. However, if allies鈥 e铿orts are moderately complementary to each other, then competition between two alliances is a subgame perfect equilibrium, which Pareto-dominates the equilibrium in a noalliance single-stage contest. We also show that if forming more than two alliances is supported in equilibrium, then it Pareto-dominates two alliance equilibrium. Nevertheless, the parameter space for such an allocation to be supported as an equilibrium shrinks when the number of alliances increases.

973. Hideo Konishi (Boston College) and Chen-Yu Pan (Wuhan University), "Sequential Formation of Alliances in Survival Contests", (01/2019; PDF)

Abstract: We consider a sequential formation of alliances 脿 la Bloch (1996) and Okada (1996) followed by a two-stage contest in which alliances first compete with each other, and then the members in the winning alliance compete again for an indivisible prize. In contrast to Konishi and Pan (2019) which adopted an open-membership game as the alliance formation process, alliances are allowed to limit their memberships (excludable alliances). We show that if members' efforts are strongly complementary to each other, there will be exactly two asymmetric alliances the larger alliance is formed first and then the rest of the players form the smaller one. This result contrasts with the one under open membership, where moderate complementarity is necessary to support a two-alliance structure. It is also in stark contrast with Bloch et al. (2006), where they show that a grand coalition is formed in the same game if the prize is divisible and a binding contract is possible to avoid further conflicts after an alliance wins the prize.

972. Hideo Konishi (Boston College), Minoru Nakada (Nogaya University), and Akihisa Shibata (Kyoto University), "Free Trade Agreements with Environmental Standards", (09/2018; PDF)

Abstract: In this paper, we investigate the effects of a free trade agreement (FTA) with environmental standards between Northern and Southern countries, with explicit considerations for transferring clean technology and enforcing reduced emissions. Southern producers benefit greatly by having access to a Northern market without barriers, while they are reluctant to use new high-cost, clean technology provided by the North. Thus, environmentally conscious Northern countries should design an FTA where Southern countries provide sufficient benefits for the membership while imposing tighter enforcement requirements. Since including too many Southern countries dilutes the benefits of being a member of the FTA, it is in the best interest of the North to limit the number of Southern memberships while requiring strict enforcement of emissions reduction. This may result in unequal treatment among the Southern countries. We provide a quantitative evaluation of FTA policies by using a numerical example.

971. Hong Luo (Harvard Business School) and Julie Holland Mortimer (Boston College), "Infringing Use as a Path to Legal Consumption: Evidence from a Field Experiment", (12/2018; PDF)

Abstract: Copyright infringement may result from frictions preventing legal consumption, but may also reveal demand. Motivated by this fact, we run a field experiment in which we contact firms that are caught infringing on expensive digital images. Emails to all firms include a link to the licensing page of the infringed image; for treated firms, we add links to a significantly cheaper licensing site. Making infringers aware of the cheaper option leads to a fourteen-fold increase in the ex-post licensing rate. Two additional experimental interventions are designed to reduce search costs for (i) price and (ii) product information. Both interventions鈥攊mmediate price comparison and recommendation of images similar to those infringed鈥攈ave large positive effects. Our results highlight the importance of mitigating user costs in small-value transactions.

970. Isa Hafalir (University of Technology Sydney), Fohita Kojima (Stanford University), and M. Bumin Yenmez (Boston College), "Interdistrict School Choice: A Theory of Student Assignment", (12/2018; PDF)

Abstract: Interdistrict school choice programs鈥攚here a student can be assigned to a school outside of her district鈥攁re widespread in the US, yet the market-design literature has not considered such programs. We introduce a model of interdistrict school choice and present two mechanisms that produce stable or efficient assignments. We consider three cate- gories of policy goals on assignments and identify when the mechanisms can achieve them. By introducing a novel framework of interdistrict school choice, we provide a new avenue of research in market design.

969. Gary Biglaiser (University of North Carolina at Chapel Hill), Fei Li (University of North Carolina at Chapel Hill), Charles Murry (Boston College), and Yiyi Zhou (Stony Brook University), "Intermediaries and Product Quality in Used Car Markets", (12/2018; PDF)

Abstract: We examine used car dealers鈥 roles as intermediaries. We present empirical evidence supporting that cars sold by dealers have higher quality: (1) dealer transaction prices are higher than private market prices and this dealer premium increases in the age of the car as a ratio and is hump-shaped in dollar value, and (2) used cars purchased from dealers are less likely to be resold immediately. We formalize a model to show that these empirical facts can be rationalized either when dealers serve to alleviate information asymmetry between sellers and buyers or when dealers facilitate assortative matching between heterogenous-quality cars and heterogeneous consumers. Lastly, based on predictions of the model, we use the data to distinguish these two theories and find evidence for both, but the preponderance of the evidence supports the asymmetric information theory.

968. Gaurab Aryal (University of Virginia), Charles Murry (Boston College), and Jonathan W. Williams (University of North Carolina, Chapel Hill), "Price Discrimination in International Airline Markets". (11/2018; PDF)

Abstract: We develop a model of inter-temporal and intra-temporal price discrimination by airlines to study the ability of different discriminatory mechanisms to remove sources of inefficiency and the associated distributional implications. To estimate the model鈥檚 multi-dimensional distribution of preference heterogeneity, we use unique data from international airline markets with flight-level variation in prices across time and cabins, and information on passengers鈥 reason for travel. We find that current pricing practices grant late-arriving business passengers substantial informational rents and yield 81% of first-best welfare, with stochastic demand and asymmetric information accounting for 65% and 35% of the gap, respectively.

967. J. Ignacio Gimenez-Nadal (Universidad de Zaragoza) and Jose虂 Alberto Molina (Departamento de Ana虂lisis Econo虂mico, Universidad de Zaragoz), "Daily feelings of US workers and commuting time", (11/2018; PDF)

Abstract: Millions of individuals commute every day in the US. Despite commuting has been shown to have negative consequences for workers, no evidence has been about how commuting is related to feelings in other episodes. We analyzed the relationship between the feelings reported by American workers throughout the day and the time devoted to commuting. Methods: We used the Well-Being Module of the American Time Use Survey for the years 2010, 2012, and 2013, and analyzed the relationship between commuting duration and the feelings reported (e.g,. happiness, sadness, stress, fatigue and pain) in both commuting and non-commuting episodes. Results: We found that more time spent on the daily commute was related to higher levels of fatigue and stress during commuting, while also being associated with higher levels of sadness and fatigue during activities of child care. In particular, we found that a 1% increase in the time devoted to commuting during the episode was related to increases of 12 percent and 13 percent of a standard deviation for stress and fatigue, while a 1% increase in the time devoted to commuting during the day was related to increases of 5 percent and 7 percent of one standard deviation in the levels of sadness and stress during child care activities. Conclusions: Our results indicated that longer commutes may be related to higher levels of stress and fatigue of workers, which may in turn affect the quality of the time parents devote to caring for their children.

966. Jose虂 Alberto Molina (Departamento de Ana虂lisis Econo虂mico, Universidad de Zaragoza), David In虄iguez (Fundacio虂n ARAID, Diputacio虂n General de Arago虂n), Gonzalo Ruiz (Instituto de Biocomputacio虂n y Fi虂sica de Sistemas Complejos (BIFI), Zaragoza), and Alfonso Taranco虂n (Departamento de Fi虂sica Teo虂rica, Universidad de Zaragoza), "The Nobel Prize in Economics: individual or collective merits?", (10/2018; PDF)

Abstract: We analyse the research production of Nobel laureates in Economics, employing the JCR Impact Factor (IF) of their publications. We associate this production indicator with the level of collaboration established with other authors, using Complex Networks techniques applied to the co-authorship networks. We study both individual and collaborative behaviours, and how the professional output, in terms of publications, is related to the Nobel Prize. The study encompasses a total of 2,150 papers published between 1935 and the end of 2015 by the laureates in Economics awarded between 1969 and 2016. Our results indicate that direct collaborations among laureates are, in general, rare, but when we add all the co-authors of the laureates, the network becomes more dense, and appears as a giant component containing 70% of the nodes, which means that more than two thirds of the laureates can be connected through only two steps. We have been able to measure that, in general, a higher level of collaboration leads to a larger production. Finally, when looking at the evolution of the research output of the laureates, we find that, for most of those awarded up to the mid-1990s, the production is more stable, with a gradual decrease after the awarding of the Prize, and those awarded later experience a sharp growth in the IF before the Prize, a decrease during the years immediately following, and a new increase afterwards, returning to high levels of impact.

965. Christopher F. Baum (Boston College), Linda Dastory (CESIS, KTH Royal Institute of Technology), Hans L枚枚f (CESIS, KTH Royal Institute of Technology), and Andreas Stephan (J枚nk枚ping International Business School), "Migrant STEM Entrepreneurs", (10/2018; PDF)

Abstract: STEM workers are considered to be key drivers for economic growth in the developed world. Migrant workers play an increasing role in the supply of this occupational category. We study the universe of STEM workers in the Swedish economy over the period 2003-2015 and find that migrants are less likely to form their own business, but those who are entrepreneurs earn income at least as large as that of their native-born counterparts. While the income differential for labor migrants may be partially explained by self-selection, the estimated effect is not significantly different between natives and refugee migrants.

964. Sushil Bikhchandani (UCLA Anderson School of Management), and Uzi Segal (Boston College), "Intransitivity in the Small and in the Large", (rev. 04/2021; PDF)

Abstract: We propose a regret-based model that allows the separation of attitudes towards transitivity on triples of random variables that are close to each other and attitudes towards transitivity on triples that are far apart. This enables a theoretical reinterpretation of evidence related to intransitive behavior in the laboratory. When viewed through this paper鈥檚 analysis, the experimental evidence need not imply intransitive behavior for large risky decisions such as investment choices and insurance.

963. Christopher F. Baum (Boston College,聽DIW Berlin,聽CESIS, KTH Royal Institute of Technology),聽Hans L枚枚f (CESIS, KTH Royal Institute of Technology),聽Andreas Stephan (Linnaeus University, DIW聽Berlin),聽Klaus F. Zimmermann (UNU-MERIT,聽Maastricht University), "Estimating the wage premia of refugee immigrants: Lessons from Sweden", (rev. 12/2023; PDF)

Abstract:聽This paper examines the wage earnings of fully-employed refugee immigrants in Sweden. Using administrative employer-employee data from 1990 and onwards, about 100,000 refugee immigrants who arrived between 1980 and 1996 and were granted asylum are compared to a matched sample of native-born workers. Employing recentered influence function (RIF) quantile regressions for the period 2011鈥2015 to wage earnings, the occupational task-based Oaxaca鈥揃linder decomposition approach shows that refugees perform better than natives at the median wage, controlling for individual and firm characteristics. This overperformance is due to female refugee immigrants, who have higher wages than comparable native-born female peers up to the 8th decile of the wage distribution. Refugee immigrant females perform better than native females across all occupational tasks studied, including non-routine cognitive tasks. A remarkable similarity exists in the relative wage distributions among various refugee groups, suggesting that cultural differences and the length of time spent in the host country do not significantly affect their labor market performance.

962.聽Christopher F. Baum (Boston College), Hans L枚枚f (CESIS, KTH Royal Institute of Technology), and Andreas Stephan (J枚nk枚ping, International Business School), "The contribution of foreign-born STEM workers to the knowledge-intensive economy: Evidence from Sweden", (02/2024; PDF)

Abstract: This paper investigates how foreign-born STEM workers contribute to the supply of skills in a knowledge-intensive economy. Based on Swedish employer-employee data for the period 2011鈥2015, we first demonstrate that both economic and refugee-immigrants are less likely to be employed in most but not all STEM-occupations compared to matched native worker. Using wage as a proxy for performance, we then consider employed workers and find that both categories of immigrants have higher average wages than comparable natives in STEM-core occupations, economic immigrants have higher average wages in STEM- professional occupations, and refugee-immigrants have higher average wages in the other STEM occupations. These wage differences tend to diminish but not disappear along the wage distribution. The only statistically significant reverse wage gap is found in the upper part of the wage distribution among STEM-professionals, where native workers earn more than workers with a refugee background.

961. Claudia Olivetti (Boston College) and Barbara Petrongolo (Queen Mary University), "The Economic Consequences of Family Policies: Lessons from a Century of Legislation in High-Income Countries".

Abstract: We draw lessons from existing work and our own analysis on the effects of parental leave and other interventions aimed at aiding families. The outcomes of interest are female employment, gender gaps in earnings and fertility. We begin with a discussion of the historical introduction of family policies ever since the end of the nineteenth century and then turn to the details regarding family policies currently in effect across high-income nations. We sketch a framework concerning the effects of family policy to motivate our country- and micro-level evidence on the impact of family policies on gender outcomes. Most estimates of the impact of parental leave entitlement on female labor market outcomes range from negligible to weakly positive. The verdict is far more positive for the beneficial impact of spending on early education and childcare.

960. Tamara L. Sheldon (University of South Carolina) and Chandini Sankaran (Boston College), "Transboundary Pollution in Southeast Asia: Welfare and Avoidance Costs in Singapore from the Forest Burning in Indonesia", (12/2016; PDF)

Abstract: Forest burning in Indonesia results in severe episodes of 鈥渟easonal haze鈥 in neighboring Singapore. We offer the first causal analysis of the transboundary health effects of the Indonesian forest burning. Using a two-stage approach and instrumenting for air pollution with satellite fire data, we estimate the impacts of the Indonesian fires on Singaporean polyclinic attendances for acute upper respiratory tract infections and acute conjunctivitis. We also estimate the change in electricity demand in Singapore attributable to the fires, finding that demand increases as people respond to haze episodes by staying indoors. We estimate partial health and avoidance costs of US$333 million from January 2010 to June 2016. Our estimates suggest avoidance behavior is significant, accounting for over three quarters of our estimate.

959. Rossella Calvi (Rice University), Arthur Lewbel (Boston College), and Denni Tommasi (ECARES, Universite虂 Libre de Bruxelles), "LATE with Missing or Mismeasured Treatment", (rev. 08/2021; PDF)

Abstract: We provide a new estimator, MR-LATE, that consistently estimates local average treatment effects when treatment is missing for some observations, not at random. If instead treatment is mismeasured for some observations, MR-LATE usually has less bias than the standard LATE estimator. We discuss potential applications where an endogenous binary treatment may be unobserved or mismeasured. We apply MR-LATE to study the impact of women鈥檚 control over household resources on health outcomes in Indian families. This application illustrates the use of MR-LATE when treatment is estimated rather than observed. In these situations, treatment mismeasurement may arise from model misspecification and estimation errors.

958. Arthur Lewbel (Boston College), Samuel Norris (University of Chicago), Krishna Pendakur (Simon Fraser University), and Xi Qu (Shagnai Jiao Tong University), "Consumption Peer Effects and Utility Needs in India" (rev. 09/2021; PDF)

Abstract: We construct a peer effects model where mean expenditures of consumers in one鈥檚 peer group affect utility through perceived consumption needs. We provide a novel method for obtaining identification in social interactions models like ours, using ordinary survey data, where very few members of each peer group are observed. We implement the model using standard household-level consumer expenditure survey microdata from India. We find that each additional rupee spent by one鈥檚 peers increases perceived needs, and thereby reduces one鈥檚 utility, by the equivalent of a 0.25 rupee decrease in one鈥檚 own expenditures. These peer costs may be larger for richer households, meaning transfers from rich to poor could improve even inequality-neutral social welfare, by reducing peer consumption externalities. We show welfare gains of billions of dollars per year might be possible by replacing government transfers of private goods to households with providing public goods or services, to reduce peer effects.

957. Arthur Lewbel (Boston College), "The Identification Zoo - Meanings of Identification in Econometrics", (12/2019; PDF)

Abstract:聽Over two dozen different terms for identification appear in the econometrics literature,including set identification, causal identification, local identification, generic identification,weak identification, identification at infinity, and many more. This survey: 1. gives a new framework unifying existing definitions of point identification, 2. summarizes and compares the zooful of different terms associated with identification that appear in the literature, and 3. discusses concepts closely related to identification, such as normalizations and the differences in identification between structural models and causal, reduced form models.

956. John Gordanier (University of South Carolina), William Hauk (University of South Carolina), and Chandini Sankaran (Boston College), "Early Intervention in College Classes and Improved Student Outcomes", (09/2018; PDF)

Abstract: This research investigates the effectiveness of an early academic intervention in Principles of Economics courses at a large public university. After the end of the fourth week of classes, students who fell below a 70% threshold on a performance measure, or had an attendance rate below 75%, were referred to the university鈥檚 Student Success Center for additional academic support. A referral consisted of students being given optional assistance in course specific skills through tutoring, as well as training in general skills like time management and study skills. Using a regression discontinuity framework at the referral threshold, we find that the performance intervention improved student scores on common questions on the final exam by 6.5 to 7.5 percentage points for students at or near the performance threshold. The gains are particularly large for students who entered college with below average math placement scores. These results indicate that low-cost light-touch interventions may significantly affect student academic performance.

955. Michael T. Belongia (University of Mississippi) and Peter Ireland (Boston College), "Monetary Policy Lessons from the Greenbook", (07/2018; PDF)

Abstract: From 1987 through 2012, the Federal Open Market Committee appears to have set its federal funds rate target with reference to Greenbook forecasts of the output gap and inflation and to have made further adjustments to the funds rate as those forecasts were revised. If viewed in the context of the Taylor (1993) Rule, discretionary departures from the settings prescribed by a Greenbook forecast-based version of the rule consistently presage business cycle turning points. Similarly, estimates from an interest rate rule with time-varying parameters imply that, around such turning points, the FOMC responds less vigorously to information contained in Greenbook forecasts about the changing state of the economy. These results suggest possible gains from closer adherence to a rule with constant parameters. Other statistical properties of Greenbook forecasts also point to an overlooked role for monetary aggregates, particularly Divisia monetary aggregates, in the Federal Reserve's forecasting process and subsequent monetary policy decisions made by the FOMC.

954. Zvi Safra (Warwick Business School) and Uzi Segal (Boston College), "A Lot of Ambiguity", (03/2020; PDF)

Abstract: We consider a risk averse decision maker who dislikes ambiguity as in the Ellsberg urns. We analyze attitudes to ambiguity when the decision maker is exposed to unrelated sequences of ambiguous situations. We discuss the Choquet expected utility, the smooth, and the maxmin models. Our main results offer conditions under which ambiguity aversion disappears and conditions under which it does not.

953.聽Liyuan Chen (University of York),聽Paola Zerilli (University of York), and聽Christopher F Baum (Boston College), "Leverage effects and stochastic volatility in spot oil returns: A Bayesian approach with VaR and CVaR applications", (01/2018; PDF)

Abstract: The crude oil markets have been quite volatile and risky in the past few decades due to the large fluctuations of oil prices. We contribute to the current debate by testing for the existence of the leverage effect when considering daily spot returns in the WTI and Brent crude oil markets and by studying the direct impact of the leverage effect on measures of risk such as VaR and CVaR. More specifically, we model spot crude oil returns using Stochastic Volatility (SV) models with various distributions of the errors. We find that the introduction of the leverage effect in the traditional SV model with Normally distributed errors is capable of adequately estimating risk for conservative oil suppliers in both the WTI and Brent markets while it tends to overestimate risk for more speculative oil suppliers. Our results also show that the choice of financial regulators, both on the supply and on the demand side, would not be affected by the introduction of leverage. Focusing instead on firm鈥檚 internal risk management, our results show that the introduction of leverage would be useful for firms who are on the demand side for oil, who use VaR for risk management and who are particularly worried about the magnitude of the losses exceeding VaR while wanting to minimize the opportunity cost of capital. Using the same logic, firms who are on the supply side would be better off not considering the leverage effect.

952. Christopher F Baum (Boston College), Paola Zerilli (University of York), and Liyuan Chen (University of York), "Stochastic volatility, jumps and leverage in energy and stock markets: evidence from high frequency data", (09/2018; PDF)

Abstract: In this paper, we propose a model for futures returns that has the potential to provide both individual investors and firms who have positions in financial and energy commodity futures a valid tail risk management tool. In doing so, we also aim to explore the commonalities between these markets and the degree of financialization of energy commodities. Unlike most of the existing studies in energy derivative markets based on daily data, our empirical analysis makes use of high-frequency (tick-by-tick) data from the futures markets, aggregated to 10-minute intervals during the trading day. The intraday variation is then utilized to generate daily time series of prices, returns and realized variance. We estimate stochastic volatility models using a GMM approach based on the moment conditions of the Integrated Volatility derived from high frequency data. While existing empirical studies in energy markets embed either leverage or jumps in the futures return dynamics, we show that the introduction of both features improves the ability to forecast volatility as an indicator for risk for both the S&P500 and natural gas futures markets using both the RMSE and MAE criteria. Our analysis also shows that overall, the introduction of both leverage and jumps in the SVJL model provides the best forecast for risk in both a VaR and a CVaR sense for investors who have any position in natural gas futures regardless of their degree of risk aversion. In the S&P500 market, the SVJL model provides the most precise forecast of risk in a CVaR sense for risk-averse investors with any position in futures, regardless of their degree of risk aversion. Focusing on a firm's internal risk management, the introduction of both jumps and leverage in the SVJL model would benefit speculative firms who are short natural gas futures aiming at minimizing tail risk in a VaR sense, as well as speculative firms who are long S&P500 futures and use either VaR or CVaR as financial risk management criteria while wanting to minimize the opportunity cost of capital.

951. Haluk Ergin (University of California at Berkeley), Tayfun S枚nmez (Boston College), and M. Utku 脺nver (Boston College), "Efficient and Incentive-Compatible Liver Exchange", (05/2018; PDF)

Abstract: Liver exchange has been practiced in small numbers, mainly to overcome blood-type incompatibility between patients and their living donors. A donor can donate either his smaller left lobe or the larger right lobe, although the former option is safer. Despite its elevated risk, right-lobe transplantation is often utilized due to size-compatibility requirement with the patient. We model liver exchange as a market-design problem, focusing on logistically simpler two-way exchanges. First, with two patient-donor sizes, we introduce an algorithm when only the safer left-lobe transplantation is feasible. We then introduce an individually rational, Pareto-efficient, and incentive-compatible mechanism that truthfully elicits the right- lobe-donation willingness of donors, and finally extend these results to a general model with any number of patient/donor sizes. The generalization requires new technical tools regarding bilateral exchanges under partial-order-induced preferences. Through simulations we show that not only liver exchange can increase the number of transplants by more than 30%, it can also increase the share of the safer left-lobe transplants.

950. S Anukriti (Boston College), Sonia Bhalotra (University of Essex), and聽Hiu Tam (University of Oxford), "On the Quantity and Quality of Girls: Fertility, Parental Investments, and Mortality", (01/2018; PDF)

Abstract: The introduction of prenatal sex-detection technologies in India has led to a phenomenal increase in abortion of female fetuses. We examine fertility and investment responses to these technologies. We find a moderation of son-biased fertility stopping, erosion of gender gaps in parental investments in breastfeeding and immunization, and convergence in the under-5 mor- tality rates of boys and girls. For every three aborted girls, roughly one additional girl survives to age five. We also find a shift in the distribution of girls in favor of low-socioeconomic status families. Our findings have implications not only for counts of missing girls but also for the later life outcomes of girls conditioned by greater early life investments in them.

949. S Anukriti (Boston College), Sungoh Kwon (University of Connecticut), and Nishith Prakash (University of Connecticut), "Household Savings and Marriage Payments: Evidence from Dowry in India", (04/2018; PDF)

Abstract: This paper examines how traditional marriage market institutions affect households鈥 financial decisions. We study how bride-to-groom marriage payments, i.e., dowries, influence saving behavior in rural India. Exploiting variation in firstborn gender and heterogeneity in dowry amounts across marriage markets, we find that the prospect of paying higher dowry increases household savings, which are primarily financed through increased paternal labor supply. This is the first paper that highlights this alternative motive for savings in dowry-paying societies. However, we find no impacts of dowry expectations on son-preferring fertility behaviors and investments in girls.

948.聽Giovanni Cerulli (CNR-IRCrES),聽Maria Ventura (STICERD, London School of Economics), and Christopher F. Baum (Boston College), "The Economic Determinants of Crime: an Approach through Responsiveness Scores", (03/2018; PDF)

Abstract: Criminality has always been part of human social interactions, shaping the way peoples have constructed states and legislation. As social order became a greater concern for the public authorities, interest in investigating incentives pushing individuals towards engaging in illegal activities has become a central issue of the political agenda. Building on the existing literature, this paper proposes to focus on a few primary determinants of crime, whose effect is in-vestigated using a Responsiveness Scores (RS) approach performed over 50 US states during the period 2000鈥2012. The RS approach allows us to account for unit heterogeneous response to each single determinant, thus paving the way to a more in-depth analysis of the relation between crime and its drivers. We attempt to overcome the limitations posed by standard regression methods, which assume a single coefficient for all determinants, thus contributing to the literature in the field with stronger evidence on determinants鈥 effects and the geographical patterns of responsiveness scores.

947.聽Songnian Chen (HKUST),聽Shakeeb Khan (Boston College), and聽Xun Tang (Rice University), "Exclusion Restrictions in Dynamic Binary Choice Panel Data Models", (02/2018; PDF)

Abstract: In this note we revisit the use of exclusion restrictions in the semiparametric binary choice panel data model introduced in Honore and Lewbel (2002). We show that in a dynamic panel data setting (where one of the pre-determined explanatory variables is the lagged dependent variable), the exclusion restriction in Honore and Lewbel (2002) implicitly re- quires serial independence condition on an observed regressor, that if violated in the data will result in their procedure being inconsistent. We propose a new identification strategy and estimation procedure for the semiparametric binary panel data model under exclusion restrictions that accommodate the serial correlation of observed regressors in a dynamic setting. The new estimator converges at the parametric rate to a limiting normal distri- bution. This rate is faster than the nonparametric rates of existing alternative estimators for the binary choice panel data model, including the static case in Manski (1987) and the dynamic case in Honore and Kyriazidou (2000).

946.聽Shakeeb Khan (Boston College), Denis Nekipelov (University of Virginia), and聽Justin Rao (Microsoft Research), "Measuring the Return to Online Advertising: Estimation and Inference of Endogenous Treatment Effects", (02/2018; PDF)

Abstract: In this paper we aim to conduct inference on the 鈥渓ift鈥 effect generated by an online advertisement display: specifically we want to analyze if the presence of the brand ad among the advertisements on the page increases the overall number of consumer clicks on that page. A distinctive feature of online advertising is that the ad displays are highly targeted- the advertising platform evaluates the (unconditional) probability of each consumer clicking on a given ad which leads to a higher probability of displaying the ads that have a higher a priori estimated probability of click. As a result, inferring the causal effect of the ad display on the page clicks by a given consumer from typical observational data is difficult. To address this we use the large scale of our dataset and propose a multi-step estimator that focuses on the tails of the consumer distribution to estimate the true causal effect of an ad display. This 鈥渋dentification at infinity鈥 (Chamberlain (1986)) approach alleviates the need for independent experimental randomization but results in nonstandard asymptotics. To validate our estimates, we use a set of large scale randomized controlled experiments that Microsoft has run on its advertising platform. Our dataset has a large number of observations and a large number of variables and we employ LASSO to perform variable selection. Our non-experimental estimates turn out to be quite close to the results of the randomized controlled trials.

945.聽Ryo Kawasaki, Hideo Konishi (Boston College), and聽Junki Yukawa,聽"Equilibria in Bottleneck Games", (01/2018; PDF)

Abstract: This paper introduces a bottleneck game with finite sets of commuters and departing time slots as an extension of congestion games by Milchtaich (1996). After characterizing Nash equilibrium of the game, we provide sufficient conditions for which the equivalence between Nash and strong equilibria holds. Somewhat surprisingly, unlike in congestion games, a Nash equilibrium in pure strategies may often fail to exist, even when players are homogeneous. In contrast, when there is a continuum of atomless players, the existence of a Nash equilibrium and the equivalence between the set of Nash and strong equilibria hold as in congestion games (Konishi, Le Breton, and Weber, 1997a).

944. Hideo Konishi (Boston College) and Chen-Yu Pan (Wuhan University), "Silent Promotion of Agendas: Campaign Contributions and Ideological Polarization", (07/2018; PDF)

Abstract: Until recently, both Republican and Democratic administrations have been promoting free trade and market deregulation for decades without intensive policy debates. We set up a two-party electoral competition model in a two-dimensional policy space with campaign contributions by an interest group that promotes a certain agenda. Assuming that voters are impressionable to campaign spending for/against candidates, we analyze incentive compatible contracts between the interest group and the candidates on agenda policy positions and campaign contributions. The interest group asks the candidates to commit to its agenda in exchange for campaign contributions, letting them compete over the other (ideological) dimension only. It is shown that, as the agenda is pushed further by the interest group, ideological policy polarization and campaign contributions surge.

943. Rosen Valchev (Boston College), "Bond Convenience Yields and Exchange Rate Dynamics", (10/2017; PDF)

Abstract: This paper proposes a new explanation for the failure of Uncovered Interest Parity (UIP) that rationalize both the classic UIP puzzle and the evidence that the puzzle reverses direction at longer horizons. In the model, excess currency returns arise as compensation for endogenous fluctuations in bond convenience yield differentials. Due to the interaction of monetary and fiscal policy, the impulse response of the equilib- rium convenience yield is non-monotonic, which generates the reversal of the puzzle. The model fits exchange rate dynamics very well, and I also find direct evidence that convenience yields indeed drive excess currency returns.

942.聽Filippo De Marco (Bocconi University),聽Marco Macchiavelli (Federal Reserve Board), and聽Rosen Valchev (Boston College), "Beyond Home Bias: Portfolio Holdings and Information Heterogeneity", (01/2018; PDF)

Abstract: We investigate whether information frictions are important determinants of banks鈥 sovereign debt portfolios. Going beyond the classic home versus foreign distinction in holdings, we study the heterogeneity within the foreign sovereign portfolio. First, we propose a modified version of the Van Nieuwerburgh and Veldkamp (2009) model with a two-tiered information structure that links portfolio holdings and information acquisition. Second, we find strong support for the key predictions of the model in the data: if a bank makes a forecast for a given country, it is more likely to hold debt of that country. Moreover, more optimistic and more precise forecasts predict larger portfolio holdings.

941. Rosen Valchev (Boston College), "Dynamic Information Acquisition and Portfolio Bias", (06/2017; PDF)

Abstract: While international portfolios are still heavily biased towards home assets, the home bias has exhibited a clear downward trend in the last few decades. Interestingly, the underlying rise in foreign investment has been primarily directed to just a handful of OECD countries, and has not given rise to an across the board increase in all foreign investments. To understand the evolution of the home bias, this paper develops a dynamic model of information acquisition and portfolio choice. The dynamic framework introduces two new endogenous forces due to the fact that asset payoffs depend on the future asset prices and hence on the future information sets. First, there is a measure of endogenous unlearnable uncertainty in asset payoffs which generates decreasing returns to information when agents are sufficiently well informed about an asset, and hence gives a reason to diversify information and portfolios. In addition, the dynamic framework introduces a strategic complementarity in learning, due to the 鈥渂eauty contest鈥 of dynamic asset markets, which is absent in the benchmark static model where learning is purely a strategic substitute. As a result of both of these new endogenous forces, the model can explain the high overall level of the home bias, its decline over time and the fact that the rise in foreign investment has been coordinated on just a handful of destination countries. Moreover, the model predicts that the home bias decline is linked to the fall in information costs, and I find direct evidence of this in the data.

940.聽Cosmin Ilut (Duke University) and Rosen Valchev (Boston College), "Paralyzed by Fear: Rigid and Discrete Pricing under Demand Uncertainty", (03/2016; PDF)

Abstract: Price rigidity is central to many predictions of modern macroeconomic models, yet, standard models are at odds with certain robust empirical facts from micro price datasets. We propose a new, parsimonious theory of price rigidity, built around the idea of demand uncertainty, that is consistent with a number of salient micro facts. In the model, the monopolistic firm faces Knightian uncertainty about its competitive environment, which has two key implications. First, the firm is uncertain about the shape of its demand function, and learns about it from past observations of quantities sold. This leads to kinks in the expected profit function at previously observed prices, which act as endogenous costs of changing prices and generate price stickiness and a discrete price distribution. Second, the firm is uncertain about how aggregate prices relate to the prices of its direct competitors, and the resulting robust pricing decision makes our rigidity nominal in nature.

939. Christopher F. Baum (Boston College), Mustafa Caglayan (Heriot-Watt University), and Bing Xu (Heriot-Watt University),聽"The Impact of Uncertainty on Financial Institutions", (rev. 09/2018; PDF)

Abstract: We examine the effects of uncertainty on several facets of the financial sector. Using a large country-level unbalanced panel dataset, we show that inflation uncertainty reduces availability of private sector credit; harms banks鈥 efficiency and operational performance, evidenced by lower returns and increased reliance on non-interest income activities; and distorts sectoral stability, as liquidity, banks鈥 appetite for risk and credit risk increases. Our findings, based on the full dataset and country splits, are economically meaningful and provide evidence that uncertainty harms the overall health of the financial sector.

938. Peter N. Ireland (Boston College), "Allan Meltzer鈥檚 Model of the Transmission Mechanism and Its Implications for Today", (11/2017; PDF)

Abstract: Allan Meltzer developed his model of the monetary transmission mechanism in research conducted with Karl Brunner. The Brunner-Meltzer model implies that the Federal Reserve would benefit from drawing brighter lines between monetary and fiscal policy actions, eschewing credit market intervention and focusing, instead, on using its control over the monetary base to stabilize the aggregate price level. The model downplays the importance of the zero lower interest rate bound and suggests a greater role for monetary aggregates in the Fed鈥檚 policymaking strategy. Finally, it highlights the benefits that accrue when policy is conducted according to a rule rather than discretion.

937. Michael T. Belongia (University of Mississippi) and Peter N. Ireland (Boston College), "The Demand for Divisia Money: Theory and Evidence", (11/2017; PDF)

Abstract: A money-in-the-utility function model is extended to capture the distinct roles of noninterest-earning currency and interest-earning deposits in providing liquidity services to households. It implies the existence of a stable money demand relationship that links a Divisia monetary aggregate to spending or income as a scale variable and the associated Divisia user-cost dual as an opportunity cost measure. Cointegrating money demand equations of this form appear in quarterly United States data spanning the period from 1967:1 through 2017:2, especially for the Divisia M2 aggregate. The identification of a stable money demand function over a period that includes the financial innovations of the 1980s and continues through the recent financial crisis and Great Recession suggests that a properly measured aggregate quantity of money can play a role in the conduct of monetary policy. That role can be of greater prominence when traditional interest rate policies are constrained by the zero lower bound.

936. Christopher F. Baum (Boston College), Madhavi Pundit (Asian Development Bank), and Arief Ramayandi (Asian Development Bank), "Capital Flows and Financial Stability in Emerging Economies", (10/2017; PDF)

Abstract: There is mixed evidence for the impact of international capital flows on financial sector's stability. This paper investigates the relationship between components of gross capital flows and various financial stability indicators for 16 emerging and newly industrialized economies. Departing from panel data methods, for each financial stability proxy, we employ systems of seemingly unrelated regression estimators to allow variation in the estimated relationship across countries, while permitting cross equation restrictions to be imposed within a country. The findings suggest that, after controlling for macroeconomic factors, there are significant effects of different gross capital flow measures on the financial stability proxies. However, the effects are not homogeneous across our sample economies and across flows. Country-specific financial and macroeconomic characteristics help to explain some of these differences.

Note: This paper was first circulated by the Asian Development Bank as ADB Economics Working Paper 522

935. Ryan Chahrour (Boston College) and Kyle Jurado (Duke University), "Recoverability", (11/2017; PDF)

Abstract: When can structural shocks be recovered from observable data? We present a necessary and sufficient condition that gives the answer for any linear model. Invertibility, which requires that shocks be recoverable from current and past data only, is sufficient but not necessary. This means that semi-structural empirical methods like structural vector autoregression analysis can be applied even to models with non-invertible shocks. We illustrate these results in the context of a simple model of consumption determination with productivity shocks and non-productivity noise shocks. In an application to postwar U.S. data, we find that non-productivity shocks account for a large majority of fluctuations in aggregate consumption over business cycle frequencies.

934. Ryan Chahrour (Boston College) and Rosen Valchev (Boston College), "International Medium of Exchange: Privilege and Duty", (10/6/17; PDF)

Abstract: The United States enjoys an 鈥渆xorbitant privilege鈥 that allows it to borrow at especially low interest rates. Meanwhile, the dollarization of world trade appears to shield the U.S. from international disturbances. We provide a new theory that links dollarization and exorbitant privilege through the need for an international medium of exchange. We consider a two-country world where international trade happens in decentralized matching markets, and must be collateralized by assets 鈥 a.k.a. currencies 鈥 issued by one of the two countries. Traders have an incentive to coordinate their currency choices and a single dominant currency arises in equilibrium. With small heterogeneity in traders鈥 information, the model delivers a unique mapping from economic conditions to the dominant currency. Nevertheless, the model delivers a dynamic multiplicity: in steady-state either currency can serve as the international medium of exchange. The economy with the dominant currency enjoys lower interest rates and the ability to run current account deficits indefinitely. Currency regimes are stable, but sufficiently large shocks or policy changes can lead to transitions, with large welfare implications.

933. Luca Benati (University of Bern) and Peter N. Ireland (Boston College), 鈥Money-Multiplier Shocks鈥, (8/1/17; PDF)

Abstract: Shocks to the M1 multiplier鈥搃n particular, shocks to the reserves/deposits ratio鈥損layed a key role in driving U.S. macroeconomic fluctuations during the interwar period, but their role in the post-WWII era has been almost uniformly negligible. The only exception are shocks to the currency/deposits ratio, which played a sizeable role for inflation and M1 velocity. By contrast, shocks to the multiplier of the non-M1 component of M2, which had been irrelevant in the interwar period, have played a significant role in driving the nominal side of the economy during the post-WWII period up to the collapse of Lehman Brothers, in particular during the Great Inflation episode. During either period, the multiplier of M2-M1 has been cointegrated with the short rate. The monetary base had exhibited a non-negligible amount of permanent variation during the interwar period, whereas it has been trend-stationary during the post-WWII era. In spite of the important role played by shocks to the multiplier of M2-M1 during the post-WWII period, we still detect a non-negligible role for a nonmonetary permanent inflation shock, which has the natural interpretation of a disturbance originating from the progressive de-anchoring of inflation expectations which started in the mid-1960s, and their gradual re-anchoring following the beginning of the Volcker disinflation.

932. Tayfun S枚nmez (Boston College) and M. Utku 脺nver (Boston College), 鈥Market Design for Living-Donor Organ Exchanges: An Economic Policy Perspective鈥, (6/30/17; PDF)

Abstract: Within the last decade kidney exchanges emerged as a modality of transplantation to better utilize living donation possibilities as a cross disciplinary success of medical doctors and ethicists, market design economists, and computer scientists. This paper summarizes at which fronts these efforts have been successful and what needs to be done further to increase their impact. Also this paradigm is partially being applied to liver exchanges. There are other organs for which living donation is possible and gains from exchange can be much bigger than kidneys. Recent academic work on single-graft liver and dual-donor organ exchanges for lobar lung, dual-graft liver, and simultaneous liver-kidney transplantation are also discussed.

931. Tayfun S枚nmez (Boston College), M. Utku 脺nver (Boston College), and M. Bumin Yenmez (Boston College), 鈥Incentivized Kidney Exchange鈥, (04/2018; PDF)

Abstract: Within the last decade, kidney exchange has become a mainstream paradigm to increase the number of transplants. However, compatible pairs do not participate, and the full benefits from exchange can be realized only if they do. In this paper, we propose a new scheme, incentivizing participation of compatible pairs in exchange via insurance for a future renal failure in the patient. Efficiency and equity analyses of this scheme are conducted and compared with that of living-donor exchange in a new dynamic continuum model of kidney transplantation. We also calibrate the model with data from the US and quantify our predictions.

930. James Anderson (Boston College), "", (06/2017; PDF)

Abstract: States with weak institutions can lose from trade with strong states when trade is subject to predation. The happy liberal idea of trade fostering better institutions and peace can be turned on its head. The Ricardian model of trade subject to predation offered here implies imperialism without capital, contra Marxists. Weak and poor South trades with strong and rich North. Poor South labor is attracted to predation. Labor market effects of predation and enforcement amplify opposing interests in the terms of trade, potentially obviating the standard gains from trade that allows bargaining solutions to surplus division.

929. Raffaele Santioni (Bank of Italy), Fabio Schiantarelli (Boston College), and Philip E. Strahan (Boston College and NBER), "", (05/2017; PDF)

Abstract: Firms affiliated with business groups survive the stress of the global financial and euro crises better than unaffiliated firms. Using granular data from Italy, we show that better performance stems partly from access to an internal capital market, as the survival value of group-affiliated firms increases with group-wide cash flow. Internal cash transfers increase when banks鈥 health deteriorates, with funds moving from cash-rich to cash-poor firms and, some evidence suggests, to firms with favorable investment opportunities. Internal capital markets鈥 role thus increases when external markets (banks) are distressed.

928. James Anderson (Boston College) and Yoto V. Yotov (Drexel University), "", (05/2017; PDF)

Abstract: Short run gravity is a geometric weighted average of long run gravity and bilateral capacity. The model features (i) joint trade costs endogenous to bilateral volumes, (ii) long run gravity as a limiting case of efficient investment in bilateral capacities, (iii) a structural ratio of short run to long run trade elasticities equal to a microfounded buyers' incidence elasticity, and (iv) tractable short and long run models of the extensive margin. Application to manufacturing trade of 52 countries during the globalization period 1988-2006 strongly supports the model. Results solve several time invariance and trade elasticity puzzles in the literature.

927. Arthur Lewbel (Boston College), "", (12/2016; PDF)

Abstract: Lewbel (2012) provides an estimator for linear regression models containing an endogenous regressor, when no outside instruments or other such information is available. The method works by exploiting model heteroscedasticity to construct instruments using the available regressors. Some authors have considered the method in empirical applications where an endogenous regressor is binary (e.g., endogenous Diff-in-Diff or endogenous binary treatment models), without proving validity of the estimator in that case. The present paper shows that the assumptions required for Lewbel鈥檚 estimator can indeed be satisfied when an endogenous regressor is binary.

926.听Hideo Konishi (Boston College) and Chen-Yu Pan (Wuhan University), "", (05/2017; PDF)

Abstract: Although protectionism became a salient issue in the 2016 presidential election campaign, both Republican and Democratic adminis- trations have been silently promoting free trade for decades. We set up a two-party electoral competition model in a two-dimensional policy space with campaign contributions by a group (exporting/multinational firms) that is interested in promoting free trade, for which voters do not have positive sentiment. Assuming that voters are impressionable to campaign spending for/against candidates, we analyze the optimal contract between the interest group and the candidates on policy is- sues and campaign contributions. If voters' negative sentiment to free trade is not too strong, the interest group tends to contribute to both candidates to make free trade a nonsalient issue, and the candidates compete over the other (ideological) dimension only. If votersi虂neg- ative sentiment to free trade is strong, the interest group tends to contribute to a more malleable candidate only.