42 results on '"Daniel J. Hopkins"'
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2. Stable Views in a Time of Tumult: Assessing Trends in US Public Opinion, 2007–20
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Daniel J. Hopkins
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Sociology and Political Science - Abstract
The violent conclusion of Trump's 2017–21 presidency has produced sobering reassessments of American democracy. Elected officials' actions necessarily implicate public opinion, but to what extent did Trump's presidency and its anti-democratic efforts reflect shifts in public opinion in prior years? Were there attitudinal changes that served as early-warning signs? We answer those questions via a fifteen-wave, population-based panel spanning 2007 to 2020. Specifically, we track attitudes on system legitimacy and election fairness, assessments of Trump and other politicians, and open-ended explanations of vote choice and party perceptions. Across measures, there was little movement in public opinion foreshadowing Trump's norm-upending presidency, though levels of out-party animus were consistently high. Recent shifts in public opinion were thus not a primary engine of the Trump presidency's anti-democratic efforts or their violent culmination. Such stability suggests that understanding the precipitating causes of those efforts requires attention to other actors, including activists and elites.
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- 2022
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3. Using Conjoint Experiments to Analyze Election Outcomes: The Essential Role of the Average Marginal Component Effect
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Kirk Bansak, Jens Hainmueller, Daniel J. Hopkins, and Teppei Yamamoto
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Sociology and Political Science ,Political Science and International Relations - Abstract
Political scientists have increasingly deployed conjoint survey experiments to understand multidimensional choices in various settings. In this paper, we show that the average marginal component effect (AMCE) constitutes an aggregation of individual-level preferences that is meaningful both theoretically and empirically. First, extending previous results to allow for arbitrary randomization distributions, we show how the AMCE represents a summary of voters’ multidimensional preferences that combines directionality and intensity according to a probabilistic generalization of the Borda rule. We demonstrate why incorporating both the directionality and intensity of multi-attribute preferences is essential for analyzing real-world elections, in whichceteris paribuscomparisons almost never occur. Second, and in further empirical support of this point, we show how this aggregation translates directly into a primary quantity of interest to election scholars: the effect of a change in an attribute on a candidate’s or party’s expected vote share. These properties hold irrespective of the heterogeneity, strength, or interactivity of voters’ preferences and regardless of how votes are aggregated into seats. Finally, we propose, formalize, and evaluate the feasibility of using conjoint data to estimate alternative quantities of interest to electoral studies, including the effect of an attribute on the probability of winning.
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- 2022
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4. From Many Divides, One? The Polarization and Nationalization of American State Party Platforms, 1918–2017
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David Azizi, Daniel J. Hopkins, and Eric Schickler
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History ,Polymers and Plastics ,Divergence (linguistics) ,Sociology and Political Science ,media_common.quotation_subject ,Polarization (politics) ,Industrial and Manufacturing Engineering ,Party platform ,State (polity) ,Content analysis ,Political economy ,Political science ,Polity ,Business and International Management ,Period (music) ,media_common ,Meaning (linguistics) - Abstract
Many contend that U.S. state parties are increasingly polarized and nationalized, meaning that they have adopted divergent positions matching their national counterparts’ positions. Such trends reflect a transformation of America's historically decentralized party system. Yet, the precise timing of these related trends—as well as the mechanisms underpinning them—remain unclear. We assess these dynamics using a novel data set of 1,783 state party platforms between 1918 and 2017. Applying tools from automated and manual content analysis, we document a dramatic divergence in the topics emphasized by Democrats and Republicans starting in the mid-1990s, just as congressional speech became polarized. During this period, cross-state differences in each party's agenda decreased and regional/sectoral issues became less prominent, suggesting tight connections between polarization, nationalization, and state agendas. We also find that innovative phrases increasingly debut in state (not national) platforms. Overall, the evidence undercuts claims of top-down polarization emanating from national party leaders in Washington, DC. Polarization at the state and federal levels coincided with the development of an integrated network of activists spanning multiple levels of the polity.
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- 2022
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5. Trump and the Shifting Meaning of 'Conservative': Using Activists’ Pairwise Comparisons to Measure Politicians’ Perceived Ideologies
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DANIEL J. HOPKINS and HANS NOEL
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Sociology and Political Science ,Political Science and International Relations - Abstract
Although prior scholarship has made considerable progress in measuring politicians’ positions, it has only rarely considered voters’ or activists’ perceptions of those positions. Here, we present a novel measure of U.S. senators’ perceived ideologies derived from 9,030 pairwise comparisons elicited from party activists in three 2016 YouGov surveys. By focusing on activists, we study a most-likely case for perceiving within-party ideological distinctions. We also gain empirical leverage from Donald Trump’s nomination and heterodox positions on some issues. Our measure of perceived ideology is correlated with nominate but differs in informative ways: senators with very conservative voting records were sometimes perceived as less conservative if they did not support Trump. A confirmatory test shows these trends extended into 2021. Even among activists, perceived ideology appears to be anchored by prominent people as well as policy positions.
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- 2022
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6. Offsetting Policy Feedback Effects: Evidence from the Affordable Care Act
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Daniel J. Hopkins and William Hobbs
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Sociology and Political Science ,Public economics ,business.industry ,Causal inference ,Key (cryptography) ,Health insurance ,Welfare state ,Subsidy ,Public opinion ,business - Abstract
The US welfare state provides key benefits indirectly. The Affordable Care Act (ACA), for example, uses a package including exchanges, subsidies, and penalties to increase health insurance enrollme...
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- 2021
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7. Past Place, Present Prejudice: The Impact of Adolescent Racial Context on White Racial Attitudes
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Daniel J. Hopkins and Seth K. Goldman
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Racial threat ,White (horse) ,Sociology and Political Science ,05 social sciences ,050602 political science & public administration ,Context (language use) ,Psychology ,Social psychology ,humanities ,Prejudice (legal term) ,0506 political science - Abstract
Extensive research on racial contexts suggests that white Americans living near black Americans adopt more negative racial attitudes. Theoretically, local intergroup exposure has been conceptualize...
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- 2020
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8. The Rise of Trump, The Fall of Prejudice? Tracking White Americans’ Racial Attitudes Via A Panel Survey, 2008–2018
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Samantha Washington and Daniel J. Hopkins
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History ,education.field_of_study ,White (horse) ,Sociology and Political Science ,Presidential system ,Communication ,media_common.quotation_subject ,05 social sciences ,Population ,Ethnic group ,General Social Sciences ,050601 international relations ,0506 political science ,Politics ,History and Philosophy of Science ,Rhetoric ,050602 political science & public administration ,Tracking (education) ,education ,Prejudice ,Psychology ,Social psychology ,media_common - Abstract
In his campaign and first few years in office, Donald Trump consistently defied contemporary norms by using explicit, negative rhetoric targeting ethnic/racial minorities. Did this rhetoric lead White Americans to express more or less prejudiced views of African Americans or Hispanics, whether through changing norms around racial prejudice or other mechanisms? We assess that question using a thirteen-wave panel conducted with a population-based sample of Americans between 2008 and 2018. We find that via most measures, White Americans’ expressed anti-Black and anti-Hispanic prejudice declined after Trump’s political emergence, and we can rule out even small increases in the expression of prejudice. These results suggest the limits of racially charged rhetoric’s capacity to heighten prejudice among White Americans overall. They also indicate that rather than being a fixed predisposition, prejudice can shift by reacting against changing presidential rhetoric.
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- 2020
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9. The Activation of Prejudice and Presidential Voting: Panel Evidence from the 2016 U.S. Election
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Daniel J. Hopkins
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education.field_of_study ,Sociology and Political Science ,Presidential system ,media_common.quotation_subject ,05 social sciences ,Immigration ,Population ,Criminology ,0506 political science ,Politics ,Voting ,Political science ,0502 economics and business ,050602 political science & public administration ,Candidacy ,Voting behavior ,050207 economics ,education ,Prejudice ,media_common - Abstract
Divisions between Whites and Blacks have long influenced voting. Yet given America’s growing Latino population, will Whites’ attitudes toward Blacks continue to predict their voting behavior? Might anti-Latino prejudice join or supplant them? These questions took on newfound importance after the 2016 campaign, in which the Republican candidate’s rhetoric targeted immigrants from Mexico and elsewhere. We examine the relationship between Whites’ prejudices, immigration attitudes, and voting behavior using a population-based panel spanning 9 years. Donald Trump’s candidacy activated anti-Black but not anti-Latino prejudice, while other GOP candidates had no such effect. This and other evidence suggests that Whites’ prejudice against Blacks is potentially activated even when salient political rhetoric does not target them exclusively. These results shed light on the continued political impact of anti-Black prejudice while deepening our understanding of the mobilization of prejudice and the associated psychological mechanisms.
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- 2019
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10. Does Perceiving Discrimination Influence Partisanship among U.S. Immigrant Minorities? Evidence from Five Experiments
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Cheryl R. Kaiser, Corin Ramos, Efrén O. Pérez, Michael A. Zárate, Sara Hagá, and Daniel J. Hopkins
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Sociology and Political Science ,media_common.quotation_subject ,05 social sciences ,Immigration ,Identity (social science) ,050109 social psychology ,Presidential campaign ,0506 political science ,Politics ,Asian americans ,Perception ,050602 political science & public administration ,0501 psychology and cognitive sciences ,Association (psychology) ,Psychology ,Social psychology ,media_common - Abstract
Perceived discrimination (PD) is reliably and strongly associated with partisan identity (PID) among US immigrant minorities such as Latinos and Asian Americans. Yet whether PD causes PID remains unclear, since it is possible that partisanship influences perceptions of discrimination or that other factors drive the observed association. Here, we assess the causal influence of group-level PD on PID using five experiments with Latino and Asian American adults. These experiments varied in important ways: they took place inside and outside the lab, occurred prior to and during Donald Trump’s presidential campaign, and tested different manifestations of PD and partisan attitudes (total n = 2,528). These efforts point to a simple but unexpected conclusion: our experiments and operationalizations do not support the claim that group-targeted PD directly causes PID. These results have important implications for understanding partisanship among immigrants and their co-ethnics and the political incorporation of Latinos and Asian Americans.
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- 2019
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11. Beyond the breaking point? Survey satisficing in conjoint experiments
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Jens Hainmueller, Teppei Yamamoto, Daniel J. Hopkins, Kirk Bansak, and Massachusetts Institute of Technology. Department of Political Science
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Sociology and Political Science ,Computer science ,media_common.quotation_subject ,Political Science ,Breaking point ,Survey sampling ,survey satisficing ,survey experiments ,Response bias ,Uncorrelated ,Conjoint analysis ,Core (game theory) ,Political Science and International Relations ,Statistics ,Econometrics ,Satisficing ,Quality (business) ,media_common ,response bias - Abstract
Recent years have seen a renaissance of conjoint survey designs within social science. To date, however, researchers have lacked guidance on how many attributes they can include within conjoint profiles before survey satisficing leads to unacceptable declines in response quality. This paper addresses that question using pre-registered, two-stage experiments examining choices among hypothetical candidates for US Senate or hotel rooms. In each experiment, we use the first stage to identify attributes which are perceived to be uncorrelated with the attribute of interest, so that their effects are not masked by those of the core attributes. In the second stage, we randomly assign respondents to conjoint designs with varying numbers of those filler attributes. We report the results of these experiments implemented via Amazon's Mechanical Turk and Survey Sampling International. They demonstrate that our core quantities of interest are generally stable, with relatively modest increases in survey satisficing when respondents face large numbers of attributes.
- Published
- 2021
12. The Medicaid Expansion and Attitudes toward the Affordable Care Act: Testing for a Policy Feedback on Mass Opinion
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Daniel J. Hopkins and Kalind Parish
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Estimation ,History ,Sociology and Political Science ,Public economics ,business.industry ,Communication ,05 social sciences ,General Social Sciences ,050801 communication & media studies ,Public opinion ,0506 political science ,0508 media and communications ,History and Philosophy of Science ,Patient Protection and Affordable Care Act ,050602 political science & public administration ,Health insurance ,Business ,Medicaid ,Health policy - Abstract
Enacted in 2010, the Patient Protection and Affordable Care Act (ACA) has reshaped U.S. health policy. Yet overall opinions on the law remained relatively stable during the few years before and after enactment. In a polarized era, can the implementation of a complex program such as the ACA influence public opinion through a policy feedback? Research on policy feedbacks and self-interest provide competing expectations. To address that question, we consider the impact of the Medicaid expansion which took place in select states. Using differences-in-differences estimation and 2010-2017 surveys of more than 51,000 non-elderly American adults, we show that the Medicaid expansion made low-income Americans on average 4.4 percentage points more favorable toward the ACA (SD=1.7) relative to those in non-expansion states. Given that we find no such effect for high-income respondents, these results are consistent with an impact via self-interest and with a policy feedback on public opinion.
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- 2019
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13. When Can Exemplars Shape White Racial Attitudes? Evidence from the 2012 U.S. Presidential Campaign
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Seth K. Goldman and Daniel J. Hopkins
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White (horse) ,Sociology and Political Science ,05 social sciences ,050801 communication & media studies ,Presidential campaign ,0506 political science ,Exemplification ,Politics ,0508 media and communications ,Salient ,050602 political science & public administration ,Outgroup ,Psychology ,Social psychology ,Prejudice (legal term) ,Panel data - Abstract
Prior research finds that exposure to outgroup exemplars reduces prejudice, but it has focused on most-likely cases. We examine whether salient outgroup exemplars can reduce prejudice under more challenging conditions, such as when they are counter-stereotypical but not well-liked, and the audience is heterogeneous and holds strong priors. Specifically, we assess the impact of the Obama exemplar under the less auspicious conditions of the 2012 U.S. presidential campaign. Using panel data, we find that racial prejudice declined during the campaign, especially among Whites with the most exposure to Obama through political television. Liking Obama proved irrelevant to these effects, as did partisanship. Racial prejudice increased slightly after the campaign ended, but the effects remained largely intact weeks later.
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- 2019
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14. The Muted Consequences of Correct Information about Immigration
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John Sides, Jack Citrin, and Daniel J. Hopkins
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Sociology and Political Science ,Political Science ,media_common.quotation_subject ,Population ,Immigration ,immigration attitudes ,Political Science & Public Administration ,Affect (psychology) ,Public opinion ,immigration ,survey experiments ,information ,innumeracy ,Political science ,050602 political science & public administration ,education ,media_common ,education.field_of_study ,Actuarial science ,business.industry ,05 social sciences ,Authorization ,Cognition ,humanities ,0506 political science ,public opinion ,Demographic economics ,Psychology ,business ,Social psychology - Abstract
© 2018 by the Southern Political Science Association. All rights reserved. Previous research shows that people commonly exaggerate the size of minority populations. Theories of intergroup threat predict that the larger people perceive minority groups to be, the less favorably they feel toward them. We investigate whether correcting Americans’ misperceptions about one such population—immigrants—affects related attitudes. We confirm that non-Hispanic Americans overestimate the percentage of the population that is foreign-born or in the United States without authorization. However, in seven separate survey experiments over 11 years, we find that providing accurate information does little to affect attitudes toward immigration, even though it does reduce the perceived size of the foreign-born population. This is true even when people’s misperceptions are explicitly corrected. These results call into question a potential cognitive mechanism that could underpin intergroup threat theory. Misperceptions about the size of minority groups may be a consequence, rather than a cause, of attitudes toward those groups.
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- 2019
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15. The Exaggerated Life of Death Panels? The Limited but Real Influence of Elite Rhetoric in the 2009–2010 Health Care Debate
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Daniel J. Hopkins
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Sociology and Political Science ,business.industry ,media_common.quotation_subject ,05 social sciences ,050801 communication & media studies ,Public opinion ,Framing effect ,Real evidence ,0506 political science ,0508 media and communications ,Framing (social sciences) ,Political science ,Health care ,Rhetoric ,Elite ,050602 political science & public administration ,Health care reform ,Positive economics ,business ,media_common - Abstract
Experiments demonstrate that elites can influence public opinion through framing. Yet outside laboratories or surveys, real-world constraints are likely to limit elites’ ability to reshape public opinion. Additionally, it is difficult to distinguish framing from related processes empirically. This paper uses the 2009–2010 health care debate, coupled with automated content analyses of elite- and mass-level language, to study real-world framing effects. Multiple empirical tests uncover limited but real evidence of elite influence. The language Americans use to explain their opinions proves generally stable, although there is also evidence that the public adopts the language of both parties’ elites symmetrically. Elite rhetoric does not appear to have strong effects on Americans’ overall evaluations of health care reform, but it can influence the reasons they provide for their evaluations. Methodologically, the automated analysis of elite rhetoric and open-ended questions shows promise in distinguishing framing from other communication effects and illuminating elite-mass interactions.
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- 2017
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16. Retrospective Voting in Big-City US Mayoral Elections
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Lindsay M. Pettingill and Daniel J. Hopkins
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Sociology and Political Science ,media_common.quotation_subject ,05 social sciences ,0506 political science ,Variety (cybernetics) ,Property value ,Voting ,0502 economics and business ,Political Science and International Relations ,Unemployment ,050602 political science & public administration ,Economics ,Demographic economics ,050207 economics ,media_common - Abstract
Retrospective voting is a central explanation for voters’ support of incumbents. Yet, despite the variety of conditions facing American cities, past research has devoted little attention to retrospective voting for mayors. This paper first develops hypotheses about how local retrospective voting might differ from its national analog, due to both differing information sources and the presence of national benchmarks. It then analyzes retrospective voting using the largest data set on big-city mayoral elections between 1990 and 2011 to date. Neither crime rates nor property values consistently influence incumbent mayors’ vote shares, nor do changes in local conditions. However, low city-level unemployment relative to national unemployment correlates with higher incumbent support. The urban voter is a particular type of retrospective voter, one who compares local economic performance to conditions elsewhere. Moreover, these effects appear to be present only in cities that dominate their media markets, suggesting media outlets’ role in facilitating retrospective voting.
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- 2017
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17. Comments on Single-Blind Reviewing from the Editorial Staff
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Xun Pang, D. Sunshine Hillygus, Lonna Rae Atkeson, Jeff Gill, Adriana Crespo-Tenorio, Daniel J. Hopkins, and Betsy Sinclair
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03 medical and health sciences ,Medical education ,030505 public health ,Sociology and Political Science ,05 social sciences ,Political Science and International Relations ,Single blind ,0509 other social sciences ,050904 information & library sciences ,0305 other medical science ,Psychology - Published
- 2018
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18. Unresponsive and Unpersuaded: The Unintended Consequences of a Voter Persuasion Effort
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Michael Bailey, Daniel J. Hopkins, and Todd Rogers
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Persuasion ,Sociology and Political Science ,Presidential election ,Unintended consequences ,media_common.quotation_subject ,05 social sciences ,Counterintuitive ,01 natural sciences ,0506 political science ,010104 statistics & probability ,Politics ,Behavioral response ,Phone ,050602 political science & public administration ,InformationSystems_MISCELLANEOUS ,0101 mathematics ,Psychology ,Social psychology ,Backlash ,media_common - Abstract
To date, field experiments on campaign tactics have focused overwhelmingly on mobilization and voter turnout, with far more limited attention to persuasion and vote choice. In this paper, we analyze a field experiment with 56,000 Wisconsin voters designed to measure the persuasive effects of canvassing, phone calls, and mailings during the 2008 presidential election. Focusing on the canvassing treatment, we find that persuasive appeals had two unintended consequences. First, they reduced responsiveness to a follow-up survey among infrequent voters, a substantively meaningful behavioral response that has the potential to induce bias in estimates of persuasion effects as well. Second, the persuasive appeals possibly reduced candidate support and almost certainly did not increase it. This counterintuitive finding is reinforced by multiple statistical methods and suggests that contact by a political campaign may engender a backlash.
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- 2016
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19. The Number of Choice Tasks and Survey Satisficing in Conjoint Experiments
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Kirk Bansak, Teppei Yamamoto, Jens Hainmueller, Daniel J. Hopkins, Massachusetts Institute of Technology. Department of Political Science, and Yamamoto, Teppei
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survey design ,Sociology and Political Science ,Computer science ,media_common.quotation_subject ,Political Science ,0211 other engineering and technologies ,Survey sampling ,Political Science & Public Administration ,02 engineering and technology ,050602 political science & public administration ,Econometrics ,Quality (business) ,Set (psychology) ,Robustness (economics) ,media_common ,021110 strategic, defence & security studies ,05 social sciences ,Survey research ,survey experiments ,Survey experiment ,Response bias ,Data science ,Conjoint analysis ,0506 political science ,Political Science and International Relations ,Satisficing ,Generic health relevance ,Psychology ,response bias - Abstract
In recent years, political and social scientists have made increasing use of conjoint survey designs to study decision-making. Here, we study a consequential question which researchers confront when implementing conjoint designs: How many choice tasks can respondents perform before survey satisficing degrades response quality? To answer the question, we run a set of experiments where respondents are asked to complete as many as 30 conjoint tasks. Experiments conducted through Amazon's Mechanical Turk and Survey Sampling International demonstrate the surprising robustness of conjoint designs, as there are detectable but quite limited increases in survey satisficing as the number of tasks increases. Our evidence suggests that in similar study contexts researchers can assign dozens of tasks without substantial declines in response quality. Key Words: conjoint analysis, survey experiments, survey fatigue, response bias
- Published
- 2018
20. Does newspaper coverage influence or reflect public perceptions of the economy?
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Eunji Kim, Daniel J. Hopkins, and Soojong Kim
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Public Administration ,Sociology and Political Science ,business.industry ,media_common.quotation_subject ,05 social sciences ,050801 communication & media studies ,Media coverage ,lcsh:Political science ,Media relations ,Public relations ,Public opinion ,0506 political science ,Newspaper ,Politics ,0508 media and communications ,Political science ,Perception ,Political Science and International Relations ,050602 political science & public administration ,business ,lcsh:J ,media_common - Abstract
Citizens’ economic perceptions can shape their political and economic behavior, making the origins of those perceptions an important question. Research commonly posits that media coverage is a central source. Here, we test that prospect while considering the alternative hypothesis that media coverage instead echoes public perceptions. This paper applies a straightforward automated measure of the tone of economic coverage to 490,039 articles from 24 national and local media outlets over more than three decades. By matching the 245,947 survey respondents in the Survey of Consumer Attitudes and Behavior to measures of contemporaneous media coverage, we can assess the sequencing of changes in media coverage and public perceptions. Together, these data illustrate that newspaper coverage does not systematically precede public perceptions of the economy, a finding which analyses of television transcripts reinforce. Neither national nor local newspapers appear to strongly influence economic perceptions.
- Published
- 2017
21. The Hidden American Immigration Consensus: A Conjoint Analysis of Attitudes toward Immigrants
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Jens Hainmueller and Daniel J. Hopkins
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Market position ,education.field_of_study ,Ethnocentrism ,Sociology and Political Science ,media_common.quotation_subject ,Immigration ,Population ,Authorization ,Conjoint analysis ,Political science ,Political Science and International Relations ,Development economics ,Demographic economics ,education ,media_common - Abstract
Many studies have examined Americans' immigration attitudes. Yet prior research frequently confounds multiple questions, including which immigrants to admit and how many to admit. To isolate attitudes on the former question, we use a conjoint experiment that simultaneously tests the influence of nine immigrant attributes in generating support for admission. Drawing on a two-wave, population-based survey, we demonstrate that Americans view educated immigrants in high-status jobs favorably, whereas they view those who lack plans to work, entered without authorization, are Iraqi, or do not speak English unfavorably. Strikingly, Americans' preferences vary little with their own education, partisanship, labor market position, ethnocentrism, or other attributes. Beneath partisan divisions over immigration lies a broad consensus about who should be admitted to the country. The results are consistent with norms-based and sociotropic explanations of immigration attitudes. This consensus points to limits in both theories emphasizing economic and cultural threats, and sheds new light on an ongoing policy debate
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- 2014
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22. One Language, Two Meanings: Partisanship and Responses to Spanish
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Daniel J. Hopkins
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White (horse) ,Sociology and Political Science ,Salience (language) ,Bilingual education ,Communication ,media_common.quotation_subject ,Immigration ,Proposition ,Democracy ,Symbol ,Politics ,Political science ,Sociology ,Social psychology ,media_common - Abstract
The growth and dispersion of America's immigrant population exposes increasing numbers of non-Hispanic whites to Spanish. Yet the political impacts of that exposure depend on whether Democrats and Republicans respond in similar ways. To address that question, this paper first presents survey experiments showing that exposure to Spanish increases restrictive immigration attitudes only among Republicans. To confirm the external validity of that result, the manuscript then presents an analysis of California's Proposition 227 indicating that support for ending bilingual education was higher in heavily white, Republican block groups with Spanish-language ballots. No such pattern appears in Democratic block groups. Together, these findings demonstrate that Spanish is a politicized symbol, provoking different responses among whites depending on their partisanship. To the extent that other immigration-related cues produce similar effects, the salience of immigration seems likely to reinforce existing partisan divisions rather than undermining them.
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- 2014
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23. The Upside of Accents: Language, Inter-group Difference, and Attitudes toward Immigration
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Daniel J. Hopkins
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Ethnocentrism ,Sociology and Political Science ,media_common.quotation_subject ,Immigration ,Opposition (politics) ,Psychology ,Social psychology ,media_common - Abstract
Many developed democracies are experiencing high immigration, and public attitudes likely shape their policy responses. Prior studies of ethnocentrism and stereotyping make divergent predictions about anti-immigration attitudes. Some contend that culturally distinctive immigrants consistently generate increased opposition; others predict that natives’ reactions depend on the particular cultural distinction and associated stereotypes. This article tests these hypotheses using realistic, video-based experiments with representative American samples. The results refute the expectation that more culturally distinctive immigrants necessarily induce anti-immigration views: exposure to Latino immigrants with darker skin tones or who speak Spanish does not increase restrictionist attitudes. Instead, the impact of out-group cues hinges on their content and related norms, as immigrants who speak accented English seem to counteract negative stereotypes related to immigrant assimilation.
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- 2014
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24. Causal Inference in Conjoint Analysis: Understanding Multidimensional Choices via Stated Preference Experiments
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Jens Hainmueller, Teppei Yamamoto, Daniel J. Hopkins, Massachusetts Institute of Technology. Department of Political Science, Hainmueller, Jens, and Yamamoto, Teppei
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021110 strategic, defence & security studies ,Sociology and Political Science ,05 social sciences ,Causal effect ,0211 other engineering and technologies ,02 engineering and technology ,Preference ,0506 political science ,Conjoint analysis ,Core (game theory) ,Identification (information) ,Estimand ,Causal inference ,Political Science and International Relations ,050602 political science & public administration ,Econometrics ,Psychology ,Set (psychology) - Abstract
Survey experiments are a core tool for causal inference. Yet, the design of classical survey experiments prevents them from identifying which components of a multidimensional treatment are influential. Here, we show howconjoint analysis, an experimental design yet to be widely applied in political science, enables researchers to estimate the causal effects of multiple treatment components and assess several causal hypotheses simultaneously. In conjoint analysis, respondents score a set of alternatives, where each has randomly varied attributes. Here, we undertake a formal identification analysis to integrate conjoint analysis with the potential outcomes framework for causal inference. We propose a new causal estimand and show that it can be nonparametrically identified and easily estimated from conjoint data using a fully randomized design. The analysis enables us to propose diagnostic checks for the identification assumptions. We then demonstrate the value of these techniques through empirical applications to voter decision making and attitudes toward immigrants.
- Published
- 2014
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25. The Inside View: Using the Enron E-mail Archive to Understand Corporate Political Attention
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Lee Drutman and Daniel J. Hopkins
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Politics ,Politics of the United States ,Sociology and Political Science ,Content analysis ,business.industry ,Political science ,media_common.quotation_subject ,Bureaucracy ,Public relations ,business ,media_common - Abstract
For decades, scholars have debated the role of corporations in American politics. To date, they have relied on either interviews or publicly disclosed spending and lobbying reports. This article presents new methods and data that enable us to consider the internal processes of corporate political attention instead. Aided by automated content analysis, this article uses more than 250,000 internal e-mails from Enron to observe its political attention between 1999 and 2002. These e-mails depict Enron's employees as focused on monitoring and formally participating in political processes, including bureaucratic processes. Only a small fraction of their political attention focused on elections.
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- 2013
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26. After It’s Too Late
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Daniel J. Hopkins and Katherine T. McCabe
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Sociology and Political Science ,Political economy ,media_common.quotation_subject ,Political science ,Rhetoric ,Regression discontinuity design ,media_common - Abstract
Does a black mayor’s inauguration influence American cities’ policies? The heated rhetoric surrounding some black–white elections suggests that it might. Past research is divided. Yet this question has not been addressed in years or with many observations. This article uses novel data sets including 167 elections and 108 black mayors to examine their impact on fiscal and employment policies. Empirically it uses multiple approaches including regression discontinuity design. In most observable policy areas, the inauguration of a black mayor leads to policies that are indistinguishable from cities where black mayors do not govern. Police hiring represents an exception, with black mayors hiring more black officers. These results suggest a disconnect between the racially polarized elections that produce black mayors and the governance that follows. They raise concerns about the potential of city elections to induce accountability, and they reinforce the centrality of criminal justice as an urban political issue.
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- 2012
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27. Translating into Votes: The Electoral Impacts of Spanish-Language Ballots
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Daniel J. Hopkins
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Spanish language ,Sociology and Political Science ,Bilingual education ,media_common.quotation_subject ,Immigration ,Section (typography) ,Turnout ,Primary election ,Voting ,Political science ,Political Science and International Relations ,Regression discontinuity design ,Demographic economics ,media_common - Abstract
This article investigates the impact of one election procedure designed to enfranchise immigrants: foreign-language election materials. Specifically, it uses regression discontinuity design to estimate the turnout and election impacts of Spanish-language assistance provided under Section 203 of the Voting Rights Act. Analyses of two different data sets—the Latino National Survey and California 1998 primary election returns—show that Spanish-language assistance increased turnout for citizens who speak little English. The California results also demonstrate that election procedures can influence outcomes, as support for ending bilingual education dropped markedly in heavily Spanish-speaking neighborhoods with Spanish-language assistance. Small changes in election procedures can influence who votes as well as what wins.
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- 2011
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28. The Limited Local Impacts of Ethnic and Racial Diversity
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Daniel J. Hopkins
- Subjects
Politics ,Sociology and Political Science ,media_common.quotation_subject ,Political science ,Development economics ,Immigration ,Ethnic group ,Poison control ,Public good ,Urban politics ,media_common ,Criminal justice ,Diversity (politics) - Abstract
The United States has more immigrants than at any time since the 1920s and immigration rates remain high. Past research unequivocally predicts that the resulting increase in ethnic and racial diversity will reduce local investments in public goods. By analyzing a new, comprehensive data set on U.S. cities from 1950 to 2002, this article challenges those predictions. In the 1950s and early 1960s, the percent Black had no strong impacts on local public goods. Since the 1970s, the impact of diversity has been limited chiefly to criminal justice, an issue that has remained racially coded, nationally salient, and relevant to localities. Contrary to past work, diversity’s influence on local public goods is neither pervasive nor consistent. These findings challenge static conceptions of local ethnic and racial divisions, and they suggest a connection between diversity’s local impacts and trends in national politics.
- Published
- 2011
- Full Text
- View/download PDF
29. When Mayors Matter: Estimating the Impact of Mayoral Partisanship on City Policy
- Author
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Elisabeth R. Gerber and Daniel J. Hopkins
- Subjects
Tax policy ,Sociology and Political Science ,media_common.quotation_subject ,Discretion ,Democracy ,Politics ,State (polity) ,Political economy ,Political science ,Political Science and International Relations ,Accountability ,Regression discontinuity design ,media_common ,Social policy - Abstract
U.S. cities are limited in their ability to set policy. Can these constraints mute the impact of mayors’ partisanship on policy outcomes? We hypothesize that mayoral partisanship will more strongly affect outcomes in policy areas where there is the less shared authority between local, state, and federal governments. To test this hypothesis, we create a novel dataset combining U.S. mayoral election returns from 1990 to 2006 with city fiscal data. Using regression discontinuity design, we find that cities that elect a Democratic mayor spend a smaller share of their budget on public safety, a policy area where local discretion is high, than otherwise similar cities that elect a Republican or Independent. We find no differences on tax policy, social policy, and other areas that are characterized by significant overlapping authority. These results suggest that models of national policymaking are only partially applicable to U.S. cities. They also have implications for political accountability: mayors may not be able to influence the full range of policies that are nominally local responsibilities.
- Published
- 2011
- Full Text
- View/download PDF
30. National Debates, Local Responses: The Origins of Local Concern about Immigration in Britain and the United States
- Author
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Daniel J. Hopkins
- Subjects
Sociology and Political Science ,business.industry ,media_common.quotation_subject ,Immigration ,Distribution (economics) ,Competition (economics) ,Politics ,Political agenda ,Terrorism ,Development economics ,Sociology ,business ,Neighbourhood (mathematics) ,Panel data ,media_common - Abstract
Theories of inter-group threat hold that local concentrations of immigrants produce resource competition and anti-immigrant attitudes. Variants of these theories are commonly applied to Britain and the United States. Yet the empirical tests have been inconsistent. This paper analyses geo-coded surveys from both countries to identify when residents’ attitudes are influenced by living near immigrant communities. Pew surveys from the United States and the 2005 British Election Study illustrate how local contextual effects hinge on national politics. Contextual effects appear primarily when immigration is a nationally salient issue, which explains why past research has not always found a threat. Seemingly local disputes have national catalysts. The paper also demonstrates how panel data can reduce selection biases that plague research on local contextual effects. In the 1970s, a native-born British woman complained about her West Indian neighbours, telling an interviewer: ‘There’s too much noise with the foreigners y We just can’t go where we want any more. Why should they get National Health Service benefits?’ 1 For this London resident, immigrants provoked both local concerns about neighbourhood life and national concerns about the distribution of benefits. Similar anti-immigrant sentiments were common in many parts of Britain during the 1970s, when immigration and integration were salient issues. 2 In recent years, these questions have reappeared on the British political agenda periodically, brought to the fore by riots, terrorist attacks, international events, migration within Europe and the political parties. 3
- Published
- 2011
- Full Text
- View/download PDF
31. Inactive by Design? Neighborhood Design and Political Participation
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Daniel J. Hopkins and Thad Williamson
- Subjects
Economic growth ,Politics ,Sociology and Political Science ,Multilevel model ,Urban design ,Urban sprawl ,Sociology ,Political apathy ,Economic geography ,Census ,Social capital - Abstract
Critics have long denounced the design of suburban communities for fostering political apathy. We disaggregate the concept of suburban design into four distinct attributes of neighborhoods. We then use tract-level Census data, the Social Capital Community Benchmark Survey, and multilevel models to measure the relationship between these design features and political participation. Certain design aspects common in suburban neighborhoods are powerful predictors of reduced political activity, illustrating a potential link between neighborhood design and politics. Yet low-density environments appear to facilitate some types of participation. Suburban designs vary, and so do their likely impacts on political participation.
- Published
- 2010
- Full Text
- View/download PDF
32. Improving Anchoring Vignettes: Designing Surveys to Correct Interpersonal Incomparability
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Daniel J. Hopkins and Gary King
- Subjects
History ,Sociology and Political Science ,Communication ,Comparability ,Applied psychology ,General Social Sciences ,Interpersonal communication ,Identification (information) ,History and Philosophy of Science ,Vignette ,Scale (social sciences) ,Respondent ,Psychology ,Social psychology ,Priming (psychology) ,Meaning (linguistics) - Abstract
We report the results of several randomized survey experi- ments designed to evaluate two intended improvements to anchoring vignettes, an increasingly common technique used to improve interper- sonal comparability in survey research. This technique asks for respondent self-assessments followed by assessments of hypothetical people described in vignettes. Variation in assessments of the vignettes across respondents reveals interpersonal incomparability, allowing re- searchers to improve comparability by rescaling self-assessments relative to vignette responses. Our experiments show, first, that switch- ing the question order so that self-assessments follow the vignettes primes respondents to define the response scale in a common way. In this case, priming is not a bias to avoid but a means of better commu- nicating the question's meaning. Second, we demonstrate that combining vignettes and self-assessments in a single direct comparison induces inconsistent and considerably less informative responses. Since similar combined strategies are widely employed for related purposes, our results suggest that anchoring vignettes could reduce measurement error in many applications where they are not currently used. Data for
- Published
- 2010
- Full Text
- View/download PDF
33. Politicized Places: Explaining Where and When Immigrants Provoke Local Opposition
- Author
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Daniel J. Hopkins
- Subjects
Sociology and Political Science ,Exploit ,media_common.quotation_subject ,Immigration ,Ethnic group ,Opposition (politics) ,Politics ,Salient ,Political science ,Political economy ,Political Science and International Relations ,Rhetoric ,media_common ,Panel data - Abstract
In ethnic and racial terms, America is growing rapidly more diverse. Yet attempts to extend racial threat hypotheses to today's immigrants have generated inconsistent results. This article develops the politicized places hypothesis, an alternative that focuses on how national and local conditions interact to construe immigrants as threatening. Hostile political reactions to neighboring immigrants are most likely when communities undergo sudden influxes of immigrants and when salient national rhetoric reinforces the threat. Data from several sources, including twelve geocoded surveys from 1992 to 2009, provide consistent support for this approach. Time-series cross-sectional and panel data allow the analysis to exploit exogenous shifts in salient national issues such as the September 11 attacks, reducing the problem of residential self-selection and other threats to validity. The article also tests the hypothesis using new data on local anti-immigrant policies. By highlighting the interaction of local and national conditions, the politicized places hypothesis can explain both individual attitudes and local political outcomes.
- Published
- 2010
- Full Text
- View/download PDF
34. A Method of Automated Nonparametric Content Analysis for Social Science
- Author
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Gary King and Daniel J. Hopkins
- Subjects
education.field_of_study ,Information retrieval ,Presidency ,Sociology and Political Science ,business.industry ,Computer science ,Population ,Nonparametric statistics ,Hand coding ,Data science ,Newspaper ,Software ,Content analysis ,Political Science and International Relations ,Social science ,business ,education ,Classifier (UML) - Abstract
The increasing availability of digitized text presents enormous opportunities for social scientists. Yet hand coding many blogs, speeches, government records, newspapers, or other sources of unstructured text is infeasible. Although computer scientists have methods for automated content analysis, most are optimized to classify individual documents, whereas social scientists instead want generalizations about the population of documents, such as the proportion in a given category. Unfortunately, even a method with a high percent of individual documents correctly classified can be hugely biased when estimating category proportions. By directly optimizing for this social science goal, we develop a method that gives approximately unbiased estimates of category proportions even when the optimal classifier performs poorly. We illustrate with diverse data sets, including the daily expressed opinions of thousands of people about the U.S. presidency. We also make available software that implements our methods and large corpora of text for further analysis.
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- 2010
- Full Text
- View/download PDF
35. No More Wilder Effect, Never a Whitman Effect: When and Why Polls Mislead about Black and Female Candidates
- Author
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Daniel J. Hopkins
- Subjects
Race (biology) ,Politics ,Sociology and Political Science ,Presidential election ,Political science ,Bradley effect ,Context (language use) ,Product (category theory) ,Social psychology ,Test (assessment) - Abstract
The 2008 election renewed interest in the Wilder or Bradley effect, the gap between the share of survey respondents expressing support for a candidate and the candidate's vote share. Using new data from 180 gubernatorial and Senate elections from 1989 to 2006, this paper presents the first large-sample test of the Wilder effect. It demonstrates a significant Wilder effect only through the early 1990s, when Wilder himself was Governor of Virginia. Evidence from the 2008 presidential election reinforces this claim. Although the same mechanisms could affect female candidates, this paper finds no such effect at any point in time. It also shows how polls’ overestimation of front-runners’ support can exaggerate estimates of the Wilder effect. Together, these results accord with theories emphasizing how short-term changes in the political context influence the role of race in statewide elections. The Wilder effect is the product of racial attitudes in specific political contexts, not a more general response to u...
- Published
- 2009
- Full Text
- View/download PDF
36. The Diversity Discount: When Increasing Ethnic and Racial Diversity Prevents Tax Increases
- Author
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Daniel J. Hopkins
- Subjects
Property tax ,Sociology and Political Science ,Demographics ,Cultural diversity ,Racial diversity ,Ethnic group ,Economics ,Demographic economics ,Public good ,Investment (macroeconomics) ,Diversity (business) - Abstract
According to recent research, racial and ethnic diversity reduces U.S. localities’ investment in public goods. Yet we remain unsure about the mechanisms behind that relationship and uncertain that the relationship is causal. This essay addresses these challenges by studying the impact of racial and ethnic demographics on property tax votes in Massachusetts and Texas. Employing novel time-series cross-sectional data, it departs from the emerging consensus by showing that diversity does not always influence local tax votes. Instead, diversity reduces localities’ willingness to raise taxes only when localities are undergoing sudden demographic changes. Theoretically, this finding points us away from the dominant understanding of diversity as divergent preferences, and towards approaches that emphasize how sudden demographic changes can destabilize residents’ expectations and influence local elites. To understand how diversity influences public good provision, we should look to those towns that are diversifyi...
- Published
- 2009
- Full Text
- View/download PDF
37. Assessing the Breadth of Framing Effects
- Author
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Daniel J. Hopkins and Jonathan Mummolo
- Subjects
Persuasion ,Political psychology ,Sociology and Political Science ,media_common.quotation_subject ,Population ,050109 social psychology ,Public opinion ,Politics ,Framing (construction) ,Political science ,050602 political science & public administration ,0501 psychology and cognitive sciences ,education ,media_common ,education.field_of_study ,business.industry ,05 social sciences ,Public relations ,Framing effect ,0506 political science ,Scholarship ,Framing (social sciences) ,Political Science and International Relations ,Terrorism ,Voting behavior ,Ideology ,business - Abstract
Issue frames are a central concept in studying public opinion, and are thought to operate by foregrounding related considerations in citizens' minds. But scholarship has yet to consider the breadth of framing effects by testing whether frames influence attitudes beyond the specific issue they highlight. For example, does a discussion of terrorism affect opinions on proximate issues like crime or even more remote issues like poverty? By measuring the breadth of framing effects, we can assess the extent to which citizens' political considerations are cognitively organized by issues. We undertake a population-based survey experiment with roughly 3,300 respondents which includes frames related to terrorism, crime, health care, and government spending. The results demonstrate that framing effects are narrow, with limited but discernible spillover on proximate, structurally similar issues. Discrete issues not only organize elite politics but also exist in voters' minds, a finding with implications for studying ideology as well as framing.
- Published
- 2016
- Full Text
- View/download PDF
38. The Constraining Power of International Treaties: Theory and Methods
- Author
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Beth A. Simmons and Daniel J. Hopkins
- Subjects
Commitment device ,Generality ,Sociology and Political Science ,media_common.quotation_subject ,International law ,Test (assessment) ,Power (social and political) ,State (polity) ,Law ,Political science ,Political Science and International Relations ,Normative ,Treaty ,Law and economics ,media_common - Abstract
Serious researchers in political science are finally beginning to take international legal agreements as worthy of sustained and rigorous analysis. Within the last several years, a growing group of scholars is making progress toward understanding the extent to which international law—‐and most specifically, the highly public and legal form of commitment represented in treaties—‐can actually shape the decisions governments make as well as broader outcomes of normative concern. The theory these studies draw on is becoming more refined: increasingly scholars are willing to analyze international legal agreements as a specific kind of commitment device. Treaties are the mostformal“language”governmentshavetofocusthe expectations of individuals, firms, and other states that they seriously intend to keep their word in a particular policy area. Treaties enhance the reputational effects thatmayinhereingeneralpolicydeclarations,precisely because they link performance to a broader principle that underlies the entire edifice of international law: pacta sunt servanda—‐treaties are to be observed. By choosing to become a treaty party, governments ante up a greater reputational stake than would otherwise be the case. Estimatingtreatyeffectsisnosimplething,however. Despite terrific progress in supplementing case studies with quantitative models that test the generality of the claim that legal commitments matter, the evidentiary hurdles and methodological issues are highly contested. The most common worry is that treaty effects are merely reflections of underlying state preferences
- Published
- 2005
- Full Text
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39. Public Attitudes toward Immigration
- Author
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Jens Hainmueller and Daniel J. Hopkins
- Subjects
Political psychology ,Sociology and Political Science ,business.industry ,media_common.quotation_subject ,Immigration ,Public opinion ,Western europe ,Development economics ,Isolation (psychology) ,Sociology ,Prejudice ,business ,Immigrant population ,media_common ,immigration attitudes, political economy, political psychology, prejudice, cultural threat, public opinion - Abstract
Immigrant populations in many developed democracies have grown rapidly, and so too has an extensive literature on natives' attitudes toward immigration. This research has developed from two theoretical foundations, one grounded in political economy, the other in political psychology. These two literatures have developed largely in isolation from one another, yet the conclusions that emerge from each are strikingly similar. Consistently, immigration attitudes show little evidence of being strongly correlated with personal economic circumstances. Instead, research finds that immigration attitudes are shaped by sociotropic concerns about its cultural impacts—and to a lesser extent its economic impacts—on the nation as a whole. This pattern of results has held up as scholars have increasingly turned to experimental tests, and it holds for the United States, Canada, and Western Europe. Still, more work is needed to strengthen the causal identification of sociotropic concerns and to isolate precisely how, when, and why they matter for attitude formation.
- Published
- 2013
40. The Consequences of Broader Media Choice: Evidence from the Expansion of Fox News
- Author
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Jonathan McDonald Ladd and Daniel J. Hopkins
- Subjects
education.field_of_study ,Political psychology ,Sociology and Political Science ,Average treatment effect ,media_common.quotation_subject ,Population ,Advertising ,Test (assessment) ,Political science ,Political Science and International Relations ,Media choice ,Ideology ,education ,Social psychology ,Diversity (business) ,media_common - Abstract
In recent decades, the diversity of Americans' news choices has expanded substantially. This paper examines whether access to an ideologically distinctive news source --- the Fox News cable channel --- influences vote intentions. It focuses on whether any such effect is concentrated among those likely to agree with Fox's viewpoint. To test these possibilities with individual-level data, we identify local Fox News availability for 22,595 respondents to the 2000 National Annenberg Election Survey. For the population overall, we find a pro-Republican average treatment effect that is statistically indistinguishable from zero. Yet, when separating respondents by party, we find a sizable effect of Fox access only on the vote intentions of Republicans and pure independents, a result that is bolstered by placebo tests. Contrary to fears about pervasive media influence, access to an ideologically distinctive media source reinforces the loyalties of co-partisans and possibly persuades independents without influencing out-partisans.
- Published
- 2012
- Full Text
- View/download PDF
41. Whose Economy? Perceptions of National Economic Performance During Unequal Growth
- Author
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Daniel J. Hopkins
- Subjects
History ,Sociology and Political Science ,Inequality ,business.industry ,Communication ,media_common.quotation_subject ,General Social Sciences ,Public relations ,Public opinion ,Politics ,Politics of the United States ,History and Philosophy of Science ,Income inequality metrics ,Economic indicator ,Economic inequality ,Income distribution ,Development economics ,Economics ,Aggregate data ,Consumer confidence index ,business ,media_common - Abstract
Perceptions of national economic performance are a cornerstone of American public opinion and of Presidential approval. Yet much of our knowledge about economic perceptions comes from political surveys conducted in the 1970s and 1980s, prior to the recent increase in income inequality. This paper updates our understanding of economic perceptions by combining the 1978-2010 Michigan Surveys of Consumer Attitudes with various economic indicators. It first uses aggregate data to show that despite rising inequality, Americans of all incomes continue to agree about national economic performance. In past work, snapshots from elections create the impression that these assessments of economic performance are influenced only by income growth among the wealthy. Examining more than 215,000 respondents over three decades, however, we learn that income growth among the poor is frequently more influential. This paper thus identifies an attitudinal mechanism by which the poor’s economic condition can profoundly influence American politics.
- Published
- 2011
- Full Text
- View/download PDF
42. Flooded Communities: Explaining Local Reactions to the Post-Katrina Migrants
- Author
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Daniel J. Hopkins
- Subjects
Selection bias ,Racial threat ,Sociology and Political Science ,Poverty ,business.industry ,media_common.quotation_subject ,Baton rouge ,Ethnic group ,Media coverage ,Public opinion ,Test (assessment) ,Politics ,Race (biology) ,Political methodology ,Framing (social sciences) ,Hurricane katrina ,Political science ,Development economics ,Threatened species ,Demographic economics ,business ,media_common - Abstract
This paper uses the post-Katrina migration as an exogenous shock to test theories of contact and racial threat while minimizing concerns about selection bias. Drawing on a new survey of 3,879 respondents, it demonstrates that despite the national concern about issues of race and poverty following Katrina, people in some communities that took in evacuees became less supportive of spending to help the poor and African Americans. There is no evidence that direct contact with evacuees softened attitudes. Yet hypotheses based on racial threat are not sufficient, since they cannot explain why the evacuees provoked an anti-crime reaction in Houston and an anti-spending reaction in Baton Rouge. The results instead suggest a novel hypothesis that threatened responses to newcomers hinge on both local conditions and the coverage of their arrival in the local media. In-depth interviews, content analyses of media coverage, and a pre-Katrina survey provide additional evidence supporting this "politicized places" approach.
- Published
- 2009
- Full Text
- View/download PDF
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