Weak environmental regulation has global consequences. When domestic regulation fails, the international community can target emitters with trade policy. I develop a dynamic empirical framework for evaluating trade policy as a substitute for domestic regulation, and I apply the framework to the market for palm oil, a major driver of deforestation and global CO2 emissions. Relative to business as usual, a domestic production tax of 50% reduces CO2 emissions by 7.4 Gt from 1988 to 2016, amounting to 0.26 Gt annually. Coordinated, committed import tariffs of similar magnitude reduce emissions by 5.4 Gt over the same period. The cost of these import tariffs is only $15 per ton of CO2, even accounting for compensating transfers that recognize welfare losses for producing countries. Without coordination and commitment, import tariffs have more limited effects. Alternative policies include domestic export taxes, which are fiscally appealing independent of emission concerns, and a carbon border adjustment mechanism, which encourages domestic regulation.
{"title":"Coordination and Commitment in International Climate Action: Evidence From Palm Oil","authors":"Allan Hsiao","doi":"10.3982/ECTA20608","DOIUrl":"https://doi.org/10.3982/ECTA20608","url":null,"abstract":"<p>Weak environmental regulation has global consequences. When domestic regulation fails, the international community can target emitters with trade policy. I develop a dynamic empirical framework for evaluating trade policy as a substitute for domestic regulation, and I apply the framework to the market for palm oil, a major driver of deforestation and global CO<sub>2</sub> emissions. Relative to business as usual, a domestic production tax of 50% reduces CO<sub>2</sub> emissions by 7.4 Gt from 1988 to 2016, amounting to 0.26 Gt annually. Coordinated, committed import tariffs of similar magnitude reduce emissions by 5.4 Gt over the same period. The cost of these import tariffs is only $15 per ton of CO<sub>2</sub>, even accounting for compensating transfers that recognize welfare losses for producing countries. Without coordination and commitment, import tariffs have more limited effects. Alternative policies include domestic export taxes, which are fiscally appealing independent of emission concerns, and a carbon border adjustment mechanism, which encourages domestic regulation.</p>","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"94 1","pages":"1-33"},"PeriodicalIF":7.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146193311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We derive a novel decomposition of the Gini coefficient into within- and between-group inequality terms that sum to the aggregate Gini coefficient. This decomposition is derived from a set of axioms that ensure desirable behavior for the within- and between-group inequality terms. The decomposition of the Gini coefficient is unique given our axioms, easy to compute, and can be interpreted geometrically.
{"title":"Subgroup Decomposition of the Gini Coefficient: A New Solution to an Old Problem","authors":"Vesa-Matti Heikkuri, Matthias Schief","doi":"10.3982/ECTA22145","DOIUrl":"https://doi.org/10.3982/ECTA22145","url":null,"abstract":"<p>We derive a novel decomposition of the Gini coefficient into within- and between-group inequality terms that sum to the aggregate Gini coefficient. This decomposition is derived from a set of axioms that ensure desirable behavior for the within- and between-group inequality terms. The decomposition of the Gini coefficient is unique given our axioms, easy to compute, and can be interpreted geometrically.</p>","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"94 1","pages":"169-192"},"PeriodicalIF":7.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.3982/ECTA22145","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146196925","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We study the problem of a partisan gerrymanderer who assigns voters to equipopulous districts to maximize his party's expected seat share. The designer faces both aggregate, district-level uncertainty (how many votes his party will receive) and idiosyncratic, voter-level uncertainty (which voters will vote for his party). Segregate-pair districting, where weaker districts contain one type of voter, while stronger districts contain two, is optimal for the gerrymanderer. The optimal form of segregate-pair districting depends on the designer's popularity and the relative amounts of aggregate and idiosyncratic uncertainty. When idiosyncratic uncertainty dominates, a designer with majority support pairs all voters, while a designer with minority support segregates opposing voters and pairs more favorable voters; these plans resemble uniform districting and “packing-and-cracking,” respectively. When aggregate uncertainty dominates, the designer segregates moderate voters and pairs extreme voters; this “matching slices” plan has received some attention in the literature. Estimating the model using precinct-level returns from recent U.S. House elections shows that, in practice, idiosyncratic uncertainty dominates. We discuss implications for redistricting reform, political polarization, and detecting gerrymandering. Methodologically, we exploit a formal connection between gerrymandering—partitioning voters into districts—and information design—partitioning states of the world into signals.
{"title":"The Economics of Partisan Gerrymandering","authors":"Anton Kolotilin, Alexander Wolitzky","doi":"10.3982/ECTA23609","DOIUrl":"https://doi.org/10.3982/ECTA23609","url":null,"abstract":"<p>We study the problem of a partisan gerrymanderer who assigns voters to equipopulous districts to maximize his party's expected seat share. The designer faces both aggregate, district-level uncertainty (how many votes his party will receive) and idiosyncratic, voter-level uncertainty (which voters will vote for his party). <i>Segregate-pair districting</i>, where weaker districts contain one type of voter, while stronger districts contain two, is optimal for the gerrymanderer. The optimal form of segregate-pair districting depends on the designer's popularity and the relative amounts of aggregate and idiosyncratic uncertainty. When idiosyncratic uncertainty dominates, a designer with majority support pairs all voters, while a designer with minority support segregates opposing voters and pairs more favorable voters; these plans resemble uniform districting and “packing-and-cracking,” respectively. When aggregate uncertainty dominates, the designer segregates moderate voters and pairs extreme voters; this “matching slices” plan has received some attention in the literature. Estimating the model using precinct-level returns from recent U.S. House elections shows that, in practice, idiosyncratic uncertainty dominates. We discuss implications for redistricting reform, political polarization, and detecting gerrymandering. Methodologically, we exploit a formal connection between gerrymandering—partitioning voters into districts—and information design—partitioning states of the world into signals.</p>","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"94 1","pages":"71-103"},"PeriodicalIF":7.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.3982/ECTA23609","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146196931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Econometric Society Annual Reports Report of the Secretary","authors":"","doi":"10.3982/ECTA941SEC","DOIUrl":"https://doi.org/10.3982/ECTA941SEC","url":null,"abstract":"","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"94 1","pages":"249-266"},"PeriodicalIF":7.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146193335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Econometric Society Annual Reports Report of the Treasurer","authors":"","doi":"10.3982/ECTA941TREAS","DOIUrl":"https://doi.org/10.3982/ECTA941TREAS","url":null,"abstract":"","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"94 1","pages":"267-279"},"PeriodicalIF":7.1,"publicationDate":"2026-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146193315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nikita Melnikov, Carlos Schmidt-Padilla, María Micaela Sviatschi
We study how criminal organizations affect economic development. We exploit a natural experiment in El Salvador, where these criminal organizations emerged due to an exogenous shift in American immigration policy that led to the deportation of gang leaders from the United States to El Salvador. Using a spatial regression discontinuity design that focuses on the gang-created system of borders, we find that individuals in gang-controlled neighborhoods have less material well-being, income, and education than individuals living only 50 meters away but outside of gang territory. None of these discontinuities existed before the arrival of the gangs. A key mechanism behind the results is that gangs restrict individuals' mobility, affecting their labor-market options by preventing them from commuting to other parts of the city. The results are not determined by high rates of selective migration, differential exposure to extortion and violence, or differences in public goods provision.
{"title":"Gangs, Labor Mobility, and Development","authors":"Nikita Melnikov, Carlos Schmidt-Padilla, María Micaela Sviatschi","doi":"10.3982/ECTA21305","DOIUrl":"https://doi.org/10.3982/ECTA21305","url":null,"abstract":"<p>We study how criminal organizations affect economic development. We exploit a natural experiment in El Salvador, where these criminal organizations emerged due to an exogenous shift in American immigration policy that led to the deportation of gang leaders from the United States to El Salvador. Using a spatial regression discontinuity design that focuses on the gang-created system of borders, we find that individuals in gang-controlled neighborhoods have less material well-being, income, and education than individuals living only 50 meters away but outside of gang territory. None of these discontinuities existed before the arrival of the gangs. A key mechanism behind the results is that gangs restrict individuals' mobility, affecting their labor-market options by preventing them from commuting to other parts of the city. The results are not determined by high rates of selective migration, differential exposure to extortion and violence, or differences in public goods provision.</p>","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"93 6","pages":"2083-2121"},"PeriodicalIF":7.1,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.3982/ECTA21305","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145626613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Comment on: “Presidential Address: Identity Politics” by Nicola Gennaioli and Guido Tabellini","authors":"Ernesto Dal Bó","doi":"10.3982/ECTA24429","DOIUrl":"https://doi.org/10.3982/ECTA24429","url":null,"abstract":"","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"93 6","pages":"1973-1975"},"PeriodicalIF":7.1,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145626612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Empirical research typically involves a robustness-efficiency tradeoff. A researcher seeking to estimate a scalar parameter can invoke strong assumptions to motivate a restricted estimator that is precise but may be heavily biased, or they can relax some of these assumptions to motivate a more robust, but variable, unrestricted estimator. When a bound on the bias of the restricted estimator is available, it is optimal to shrink the unrestricted estimator towards the restricted estimator. For settings where a bound on the bias of the restricted estimator is unknown, we propose adaptive estimators that minimize the percentage increase in worst-case risk relative to an oracle that knows the bound. We show that adaptive estimators solve a weighted convex minimax problem and provide lookup tables facilitating their rapid computation. Revisiting some well-known empirical studies where questions of model specification arise, we examine the advantages of adapting to—rather than testing for—misspecification.
{"title":"Adapting to Misspecification","authors":"Timothy B. Armstrong, Patrick Kline, Liyang Sun","doi":"10.3982/ECTA21991","DOIUrl":"https://doi.org/10.3982/ECTA21991","url":null,"abstract":"<p>Empirical research typically involves a robustness-efficiency tradeoff. A researcher seeking to estimate a scalar parameter can invoke strong assumptions to motivate a restricted estimator that is precise but may be heavily biased, or they can relax some of these assumptions to motivate a more robust, but variable, unrestricted estimator. When a bound on the bias of the restricted estimator is available, it is optimal to shrink the unrestricted estimator towards the restricted estimator. For settings where a bound on the bias of the restricted estimator is unknown, we propose adaptive estimators that minimize the percentage increase in worst-case risk relative to an oracle that knows the bound. We show that adaptive estimators solve a weighted convex minimax problem and provide lookup tables facilitating their rapid computation. Revisiting some well-known empirical studies where questions of model specification arise, we examine the advantages of adapting to—rather than testing for—misspecification.</p>","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"93 6","pages":"1981-2005"},"PeriodicalIF":7.1,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.3982/ECTA21991","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145626617","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We offer a theory of changing dimensions of political polarization based on endogenous social identity. We formalize voter identity as in Bonomi, Gennaioli, and Tabellini (2021), but add parties that compete on policy and spread stereotypes to persuade voters. Parties are historically connected to different social groups, whose members are more receptive to the party messages. An endogenous switch from class to cultural identity accounts for three major changes: (i) growing cultural conflict between voters and parties; (ii) dampening of redistributive conflict, despite rising inequality; (iii) a realignment of lower class voters from the left to the right. The incentive of parties to spread stereotypes is a key driver of identity-based polarization. Using survey data and congressional speeches, we show that—consistent with our model—there is evidence of (i) and (ii) in the voting realignment induced by the “China Shock” (Autor, Dorn, Hanson, and Majlesi (2020)).
我们提出了一种基于内生社会认同的政治极化维度变化理论。我们将Bonomi, Gennaioli和Tabellini(2021)的选民身份正式化,但增加了在政策上竞争并传播刻板印象以说服选民的政党。政党历来与不同的社会群体有联系,这些群体的成员更容易接受政党的信息。从阶级认同到文化认同的内生转换说明了三个主要变化:(1)选民与政党之间日益加剧的文化冲突;(ii)抑制再分配冲突,尽管不平等加剧;(iii)下层选民从左派重新转向右派。各方传播刻板印象的动机是基于身份的两极分化的关键驱动因素。利用调查数据和国会演讲,我们表明——与我们的模型一致——在“中国冲击”引起的投票调整中存在(i)和(ii)的证据(Autor, Dorn, Hanson, and Majlesi(2020))。
{"title":"Presidential Address: Identity Politics","authors":"Nicola Gennaioli, Guido Tabellini","doi":"10.3982/ECTA22269","DOIUrl":"https://doi.org/10.3982/ECTA22269","url":null,"abstract":"<p>We offer a theory of changing dimensions of political polarization based on endogenous social identity. We formalize voter identity as in Bonomi, Gennaioli, and Tabellini (2021), but add parties that compete on policy and spread stereotypes to persuade voters. Parties are historically connected to different social groups, whose members are more receptive to the party messages. An endogenous switch from class to cultural identity accounts for three major changes: (i) growing cultural conflict between voters and parties; (ii) dampening of redistributive conflict, despite rising inequality; (iii) a realignment of lower class voters from the left to the right. The incentive of parties to spread stereotypes is a key driver of identity-based polarization. Using survey data and congressional speeches, we show that—consistent with our model—there is evidence of (i) and (ii) in the voting realignment induced by the “China Shock” (Autor, Dorn, Hanson, and Majlesi (2020)).</p>","PeriodicalId":50556,"journal":{"name":"Econometrica","volume":"93 6","pages":"1937-1967"},"PeriodicalIF":7.1,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.3982/ECTA22269","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145626615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}