{"title":"Testing Causal Theories with Learned Proxies","authors":"D. Knox, Christopher Lucas, W. Cho","doi":"10.1146/annurev-polisci-051120-111443","DOIUrl":"https://doi.org/10.1146/annurev-polisci-051120-111443","url":null,"abstract":"Social scientists commonly use computational models to estimate proxies of unobserved concepts, then incorporate these proxies into subsequent tests of their theories. The consequences of this practice, which occurs in over two-thirds of recent computational work in political science, are underappreciated. Imperfect proxies can reflect noise and contamination from other concepts, producing biased point estimates and standard errors. We demonstrate how analysts can use causal diagrams to articulate theoretical concepts and their relationships to estimated proxies, then apply straightforward rules to assess which conclusions are rigorously supportable. We formalize and extend common heuristics for “signing the bias”—a technique for reasoning about unobserved confounding—to scenarios with imperfect proxies. Using these tools, we demonstrate how, in often-encountered research settings, proxy-based analyses allow for valid tests for the existence and direction of theorized effects. We conclude with best-practice recommendations for the rapidly growing literature using learned proxies to test causal theories. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"152 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2022-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74166384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Elites in the Making and Breaking of Foreign Policy","authors":"E. Saunders","doi":"10.1146/annurev-polisci-041719-103330","DOIUrl":"https://doi.org/10.1146/annurev-polisci-041719-103330","url":null,"abstract":"Scholarship on elites and foreign policy has made important advances in identifying who elites are, what elites want, and how elites influence foreign policy. This review assesses these advances, focusing on the tension between elites’ expertise, on the one hand, and resentment of elites as selfish or unrepresentative of the people's interests, on the other. What remains missing in the literature on elites and foreign policy are the dynamics of elite politics. The same elites can behave very differently in different settings, and elites frequently do not get what they want on foreign policy despite strong preferences. To understand this variation, we need more research on three kinds of elite politics: how elites attain their positions; their incentives once they arrive in those positions; and how elites relate to each other and to mass publics. Without attending to elite politics, we miss important sources of state behavior. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"20 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87910148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Three Faces of Climate Justice","authors":"N. Dolšak, A. Prakash","doi":"10.1146/annurev-polisci-051120-125514","DOIUrl":"https://doi.org/10.1146/annurev-polisci-051120-125514","url":null,"abstract":"There is overwhelming consensus about the science of climate change. Climate politics, however, remains volatile, driven by perceptions of injustice, which motivate policy resistance and undermine policy legitimacy. We identify three types of injustice. The first pertains to the uneven exposure to climate change impacts across countries and communities within a country. Socially, politically, and economically disadvantaged communities that have contributed the least to the climate crisis tend to be affected the most. To address climate change and its impacts, countries and subnational units have enacted a range of policies. But even carefully designed mitigation and adaptation policies distribute costs (the second justice dimension) and benefits (the third justice dimension) unevenly across sectors and communities, often reproducing existing inequalities. Climate justice requires paying careful attention to who bears the costs and who gets the benefits of both climate inaction and action. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"321 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83340529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Hacker, Alexander Hertel-Fernandez, P. Pierson, K. Thelen
{"title":"The American Political Economy: Markets, Power, and the Meta Politics of US Economic Governance","authors":"J. Hacker, Alexander Hertel-Fernandez, P. Pierson, K. Thelen","doi":"10.1146/annurev-polisci-051120-013916","DOIUrl":"https://doi.org/10.1146/annurev-polisci-051120-013916","url":null,"abstract":"This article provides an overview of the emerging field of American political economy (APE). Methodologically eclectic, this field seeks to understand the interaction of markets and government in America's unequal and polarized polity. Though situated within American politics research, APE draws from comparative political economy to develop a broad approach that departs from the American politics mainstream in two main ways. First, APE focuses on the interaction of markets and governance, a peripheral concern in much American politics research. Second, it invokes a theoretical orientation attentive to what we call meta politics—the processes of institution shaping, agenda setting, and venue shopping that unfold before and alongside the more visible processes of mass politics that figure so centrally in American politics research. These substantive and theoretical differences expand the study of American politics into neglected yet vital domains, generating fresh insights into the United States’ distinctive mix of capitalism and democracy. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"579 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77806564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Political Participation Amid Mass Incarceration","authors":"Ariel White","doi":"10.1146/annurev-polisci-051120-014809","DOIUrl":"https://doi.org/10.1146/annurev-polisci-051120-014809","url":null,"abstract":"Contact with the carceral state—ranging from police stops to prison time—is a frequent experience in the United States, particularly in communities marginalized on the basis of race and class. In recent years, political scientists have sought to measure the impacts of these encounters on individuals’ and communities’ political engagement. This review describes the main sources of evidence in this literature and what we learn from them. I present a series of stylized facts about the carceral state and political behavior, highlighting places where we know a great deal (such as the relative underrepresentation of people with criminal convictions among voters) and places where more work is needed (such as nonvoting participation and community spillovers). Then, I discuss policy proposals that seek to mitigate the political impacts of the carceral state, and what is and is not yet known about what they might accomplish. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"47 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2021-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82614531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Race in International Relations: Beyond the “Norm Against Noticing”","authors":"Bianca Freeman, D.G. Kim, David A. Lake","doi":"10.1146/annurev-polisci-051820-120746","DOIUrl":"https://doi.org/10.1146/annurev-polisci-051820-120746","url":null,"abstract":"The global movement for racial justice and the rise of anti-Asian hate at the height of the pandemic have called new attention to race and racism in international politics. Although critical theorists have decried the “norm against noticing,” other scholars of international relations have long sidestepped the possible role of race in shaping contemporary international affairs. New studies of hierarchy in international relations open the door for new understandings of race in world politics. We propose an analytic framework for the relationship between racial hierarchy, international law, and foreign policy, demonstrating that race can help explain patterns of interstate interactions that sustain an unequal global order. Positing two faces of racism in international relations, we examine how race biases international law in practice and affects the assessment of foreign threats and national interest. We discuss key methodological challenges in empirical research on race in international relations, focusing on issues of measurement, aggregation, and causation. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"1 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2021-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81287429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Government Responsiveness in Developing Countries","authors":"Guy Grossman, Tara Slough","doi":"10.1146/annurev-polisci-051120-112501","DOIUrl":"https://doi.org/10.1146/annurev-polisci-051120-112501","url":null,"abstract":"When and how do governments deliver public goods and services in response to citizen preferences? We review the current literature on government responsiveness, with a focus on public goods and service delivery in developing countries. We identify three types of actors that are commonly present in these accounts: politicians, bureaucrats, and citizens. Much of this literature examines interactions between dyads of these actors. The study of electoral accountability and constituency services emphasizes relationships between citizens (or voters) and politicians. Studies of bureaucratic incentives and political oversight of bureaucrats emphasize interactions between politicians and bureaucrats. Finally, studies of bureaucratic embeddedness and citizen oversight of bureaucrats elaborate the interactions between bureaucrats and citizens. We argue that an emerging literature that considers interactions between all three types of actors provides rich theoretical and empirical terrain for developing our understanding of responsiveness and accountability in low- and middle-income countries and beyond. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"179 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2021-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76197551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Power of Beliefs","authors":"M. Levi","doi":"10.1146/annurev-polisci-051120-013517","DOIUrl":"https://doi.org/10.1146/annurev-polisci-051120-013517","url":null,"abstract":"My commitment to combining normative concerns with empirical social science led, perhaps a bit counterintuitively, to early adoption of rational choice political economy. However, it was a modified form of rational choice that takes into account ethical and societal concerns. This was the approach I applied to considerations of compliance and consent with government, what makes a trustworthy government, the formation of legitimating beliefs, and finally the construction of an expanded and inclusive community of fate as a building block for a new moral political economy. Expected final online publication date for the Annual Review of Political Science, Volume 25 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"14 1","pages":""},"PeriodicalIF":10.8,"publicationDate":"2021-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85977242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Secrecy in International Relations and Foreign Policy","authors":"A. Carnegie","doi":"10.1146/ANNUREV-POLISCI-041719-102430","DOIUrl":"https://doi.org/10.1146/ANNUREV-POLISCI-041719-102430","url":null,"abstract":"Scholarship on the politics of secrecy in international relations and foreign policy has experienced tremendous growth in recent years. This article begins by providing an overview of this literatu...","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"6 1","pages":"213-233"},"PeriodicalIF":10.8,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87375064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How Do Electoral Gender Quotas Affect Policy","authors":"Amanda Clayton","doi":"10.1146/ANNUREV-POLISCI-041719-102019","DOIUrl":"https://doi.org/10.1146/ANNUREV-POLISCI-041719-102019","url":null,"abstract":"Electoral gender quotas now exist in a majority of national legislatures worldwide. In general, quotas are followed by greater legislative attention to the interests and priorities of women as a gr...","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":"35 1","pages":"235-252"},"PeriodicalIF":10.8,"publicationDate":"2021-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73951184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}