How Trump Lost and Won
Abstract
The 2016 campaign ended with a surprising and inconclusive outcome: Hillary Clinton won the popular vote comfortably but lost the Electoral College to Donald Trump. We identify three factors that help explain this outcome. First, fundamental economic and political trends favored a Democratic popular vote win. Second, the party coalitions had become more polarized by race and education during Obama’s presidency. Third, Trump’s focus on issues connected to ethnic and social identities made attitudes toward immigration and African-Americans more important in voters’ choices in 2016 than they had been in 2012.
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There is growing evidence that racial prejudice and resentment is one of the critical determinants of the appeal of Donald Trump to a substantial proportion of American adults.
“There is growing evidence that racial prejudice and resentment is one of the critical determinants of the appeal of Donald Trump to a substantial proportion of American adults [128,129,130].”
From Reducing Racial Inequities in Health: Using What We Already Know to Take Action (2019) · cites this paper as [130]
Cites
Divided by color racial politics and democratic ideals
Kinder, D. R., & Sanders, L. M. (1996) · Cited by 2,033 · see citing works
Post-Racial or Most-Racial?: Race and Politics in the Obama Era
Tesler, M. (2016) · Cited by 142 · see citing works
Self-citationForecasting the 2008 Presidential Election with the Time-for-Change Model
Abramowitz, A. I. (2008) · PS Political Science & Politics · doi:10.1017/s1049096508081249 · Cited by 110 · see citing works
The Electoral Landscape of 2016
Sides, J. M., Tesler, M., & Vavreck, L. (2016) · The Annals of the American Academy of Political and Social Science · doi:10.1177/0002716216658922 · Cited by 49 · see citing works
Self-citationForecasting the Presidential Vote with Leading Economic Indicators and the Polls
Erikson, R. S., & Wlezien, C. B. (2016) · PS Political Science & Politics · doi:10.1017/s1049096516001293 · Cited by 19 · see citing works
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Reducing Racial Inequities in Health: Using What We Already Know to Take Action
Williams, D. R., & Cooper, L. A. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16040606 · Cited by 415 · see citing works
Vaccination, politics and COVID-19 impacts
Albrecht, D. (2022) · BMC Public Health · doi:10.1186/s12889-021-12432-x · Cited by 264 · see citing works
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DellaPosta, D. (2020) · American Sociological Review · doi:10.1177/0003122420922989 · Cited by 219 · see citing works
The revolt of the Rust Belt: place and politics in the age of anger
McQuarrie, M. (2017) · British Journal of Sociology · doi:10.1111/1468-4446.12328 · Cited by 166 · see citing works
Identity Politics and Trade Policy
Grossman, G. M., & Helpman, E. (2020) · The Review of Economic Studies · doi:10.1093/restud/rdaa031 · Cited by 131 · see citing works
Golfing with Trump. Social capital, decline, inequality, and the rise of populism in the US
Rodríguez‐Pose, A., Lee, N., & Lipp, C. (2021) · Cambridge Journal of Regions Economy and Society · doi:10.1093/cjres/rsab026 · Cited by 119 · see citing works
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Contemporary US Populism in Comparative Perspective
Hawkins, K. A., & Littvay, L. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108644655 · Cited by 110 · see citing works
Trump Voters and the White Working Class
Morgan, S. L., & Lee, J. (2018) · Sociological Science · doi:10.15195/v5.a10 · Cited by 108 · see citing works
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Stewart, A. J., McCarty, N., & Bryson, J. (2018) · Science Advances · doi:10.1126/sciadv.abd4201 · Cited by 96 · see citing works
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Enns, P. K., & Jardina, A. E. (2021) · Public Opinion Quarterly · doi:10.1093/poq/nfab040 · Cited by 59 · see citing works
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Richardson, M. D. (2017) · Continuum · doi:10.1080/10304312.2017.1370077 · Cited by 22 · see citing works
Thompson, J. (2020) · Nations and Nationalism · doi:10.1111/nana.12638 · Cited by 22 · see citing works
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Algara, C., & Hale, I. (2020) · Electoral Studies · doi:10.1016/j.electstud.2020.102207 · Cited by 6 · see citing works
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Kwon, H., Koylu, C., & Dietrich, B. J. (2023) · Cartography and Geographic Information Science · doi:10.1080/15230406.2023.2264751 · Cited by 5 · see citing works
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Koerten, H. R., Bogusch, L. M., Varga, A. V., & O’Brien, W. H. (2019) · Journal of Social and Political Psychology · doi:10.5964/jspp.v7i1.1065 · Cited by 5 · see citing works
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Norris, P., & Inglehart, R. (2019) · doi:10.1017/9781108595841.015 · Cited by 5 · see citing works
Rhodebeck, L. A., Gainous, J., & Kleinsteuber, B. (2020) · Ethnic and Racial Studies · doi:10.1080/01419870.2019.1704041 · Cited by 4 · see citing works
Aggregate earnings and market expectations in United States presidential election prediction markets
Wiesen, T. (2022) · Advances in Accounting · doi:10.1016/j.adiac.2022.100639 · Cited by 4 · see citing works
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Hale, I. (2023) · Canadian Journal of Political Science · doi:10.1017/s0008423923000367 · Cited by 4 · see citing works
Algara, C., & Hale, I. (2023) · The Journal of Race Ethnicity and Politics · doi:10.1017/rep.2023.16 · Cited by 4 · see citing works
Ash, K., & Turcu, A. (2024) · Political Geography · doi:10.1016/j.polgeo.2024.103182 · Cited by 4 · see citing works
Negative public opinion and minority-driven social change in hypergraphs
Gong, L., Huang, C., & Jiang, L.-L. (2025) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/5.0257900 · Cited by 4 · see citing works
Walls, Cages, and Family Separation: Race and Immigration Policy in the Trump Era
Wallace, S. J., & Zepeda‐Millán, C. (2020) · Cited by 4 · see citing works
Mutz, D. C. (2021) · The Forum · doi:10.1515/for-2021-2028 · Cited by 4 · see citing works
Campbell, J. E. (2018) · The Forum · doi:10.1515/for-2018-0034 · Cited by 4 · see citing works
From Wedge Issue to Partisan Divide: The Development of Immigration Policy Opinion after 2016
Gimpel, J. G. (2019) · The Forum · doi:10.1515/for-2019-0024 · Cited by 4 · see citing works
Roseman, I. J. (2025) · Frontiers in Political Science · doi:10.3389/fpos.2025.1570686 · Cited by 4 · see citing works
Green, J. (2024) · Public Opinion Quarterly · doi:10.1093/poq/nfae060 · Cited by 3 · see citing works
The Culture of (Dis)Contentment
Knoedler, J. T. (2019) · Journal of Economic Issues · doi:10.1080/00213624.2019.1594496 · Cited by 3 · see citing works
Norris, P., & Inglehart, R. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108595841.003 · Cited by 3 · see citing works
Federico, C. M., Feldman, S., & Weber, C. (2025) · doi:10.1093/9780197813379.001.0001 · Cited by 2 · see citing works
- Authors
- Sides, J., Tesler, M., & Vavreck, L.
- Venue
- Journal of Democracy
- Publisher
- Project MUSE
- Published
- 2017
- Volume
- 28
- Issue
- 2
- Pages
- 34-44
- ISSN
- 1045-5736 (ISSN-L)
- 1086-3214
- OpenAlex
- W2606939956
- Cited by
- 182
- References
- 5
- Citations by year
- 2026: 5 · 2025: 21 · 2024: 15 · 2023: 12 · 2022: 12 · 2021: 19 · 2020: 43 · 2019: 40 · 2018: 12 · 2017: 3
- FWCI
- 130.31
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of democracy (publishedVersion)
- Topics
- Social Sciences › Political Science and International Relations › Electoral Systems and Political Participation
- Social Sciences › Political Science and International Relations › Populism, Right-Wing Movements
- Social Sciences › Arts and Humanities › History › American Political and Social Dynamics
- Keywords
- 2016 US presidential election, Donald Trump, Hillary Clinton, Electoral College, popular vote, partisan polarization, racial polarization, education and voting, immigration attitudes, African American voters, ethnic identity, social identity, Obama administration, vote choice
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