VRscores: A New Measure and Data Set of Workforce Politics Using Voter Registrations
References
- (2016) Democracy for realists: Why Elections Do Not Produce Responsive Government, Princeton Studies in Political Behavior (Princeton University Press, Princeton, NJ).Crossref, Google Scholar
- (2003) Why is there so little money in U.S. politics? J. Econom. Perspect. 17(1):105–130.Crossref, Google Scholar
- (2020) Do CEOs affect employees’ political choices? Rev. Financial Stud. 33(4):1781–1817.Crossref, Google Scholar
- (2010) Leapfrog representation and extremism: A study of American voters and their members in Congress. Amer. Political Sci. Rev. 104(3):519–542.Crossref, Google Scholar
- (2024) Political speech from Corporate America: Sparse, mostly for Democrats, and somewhat representative. J. Quant. Description: Digital Media 4:1–105.Crossref, Google Scholar
- (2016a) Ideological donors, contribution limits, and the polarization of American legislatures. J. Politics 78(1):296–310.Crossref, Google Scholar
- (2016b) Representing the preferences of donors, partisans, and voters in the US Senate. Public Opinion Quart. 80(S1):225–249.Crossref, Google Scholar
- (2023) CEOs and political donations: Are they just like regular people? Acad. Management Proc. 2023(1):11766.Crossref, Google Scholar
- (2024) My kind of people: Political polarization, ideology, and firm location. Strategic Management J. 45(5):849–874.Crossref, Google Scholar
- (2022) 400 million voting records show profound racial and geographic disparities in voter turnout in the United States. PLoS One 17(6):e0268134.Crossref, Google Scholar
- (2019) Does party trump ideology? Disentangling party and ideology in America. Amer. Political Sci. Rev. 113(1):38–54.Crossref, Google Scholar
- (2025) Donors and dollars: Comparing the policy views of donors and the affluent. J. Politics, ePub ahead of print December 15, https://doi.org/10.1086/736337.Crossref, Google Scholar
- (2021) Firm partisan positioning, polarization, and risk communication: Examining voluntary disclosures on COVID-19. Strategic Management J. 43(4):697–723.Crossref, Google Scholar
- (2018) Ideological misfit? Political affiliation and employee departure in the private-equity industry. Acad. Management J. 61(6):2182–2209.Crossref, Google Scholar
- (2025) When (not) to talk politics in business: Experimental evidence. Strategic Management J. 46(5):1105–1119.Crossref, Google Scholar
- (2014) Mapping the ideological marketplace. Amer. J. Political Sci. 58(2):367–386.Crossref, Google Scholar
- (2016) Avenues of influence: On the political expenditures of corporations and their directors and executives. Bus. Politics 18(4):367–394.Crossref, Google Scholar
- (2025) Old money: Campaign finance and gerontocracy in the United States. J. Public Econom. 249:105451. Crossref, Google Scholar
- (2016) The political ideologies of American lawyers. J. Legal Anal. 8(2):277–335.Crossref, Google Scholar
- (2024) Small campaign donors. NBER Working Paper No. 30050, National Bureau of Economic Research, Cambridge, MA.Google Scholar
- (2017) Bringing the boss’s politics in: Supervisor political ideology and the gender gap in earnings. Acad. Management J. 60(4):1415–1441.Crossref, Google Scholar
- (2014) CEO ideology as an element of the corporate opportunity structure for social activists. Acad. Management J. 57(6):1786–1809.Crossref, Google Scholar
- (2016) Approaches to studying policy representation. Legislative Stud. Quart. 41(1):181–215.Crossref, Google Scholar
- (2020) What do partisan donors want? Public Opinion Quart. 84(1):104–118.Crossref, Google Scholar
- (2021) The measurement of partisan sorting for 180 million voters. Nature Human Behav. 5(8):998–1008.Crossref, Google Scholar
- (2021) The demotivating effects of communicating a social-political stance: Field experimental evidence from an online labor market platform. Management Sci. 67(2):1004–1025.Link, Google Scholar
- (2023) Director departure following political ideology (in)congruence with an incoming CEO. Strategic Management J. 44(7):1698–1732.Crossref, Google Scholar
- (2022) Does context outweigh individual characteristics in driving voting behavior? Evidence from relocations within the United States. Amer. Econom. Rev. 112(4):1226–1272.Crossref, Google Scholar
- (1996) The effect of unions on the structure of wages: A longitudinal analysis. Econometrica 64(4):957–979.Crossref, Google Scholar
- (2018) Managers’ political beliefs and gender inequality among subordinates: Does his ideology matter more than hers? Admin. Sci. Quart. 63(2):287–322.Crossref, Google Scholar
- (2015) Motivating agents: How much does the mission matter? J. Labor Econom. 34(1):211–236.Crossref, Google Scholar
- (2017) CEO political ideologies and pay egalitarianism within top management teams. Strategic Management J. 38(8):1608–1625.Crossref, Google Scholar
- (2013) Political ideologies of CEOs: The influence of executives’ values on corporate social responsibility. Admin. Sci. Quart. 58(2):197–232.Crossref, Google Scholar
- (2024) Political sorting in the U.S. labor market: Evidence and explanations (December 6), https://sahilchinoy.s3.us-west-1.amazonaws.com/chinoy_politics_work.pdf.Google Scholar
- (2015) Top management conservatism and corporate risk strategies: Evidence from managers’ personal political orientation and corporate tax avoidance. Strategic Management J. 36(12):1918–1938.Crossref, Google Scholar
- (2022) Hedging on the hill: Does political hedging reduce firm risk? Management Sci. 68(6):4356–4379.Link, Google Scholar
- (1998) Dollars And Votes (Temple University Press, Philadelphia).Google Scholar
- (2022) Politics at work. NBER Working Paper No. 30182, National Bureau of Economic Research, Cambridge, MA.Google Scholar
- (1964) The nature of belief systems in mass publics. Critical Rev. 18(1–3):1–74.Crossref, Google Scholar
- (2024) How do inventors’ political preferences affect innovation? Preprint, submitted January 24, https://doi.org/10.2139/ssrn.4680642.Google Scholar
- (2024) Shareholder activism and the deterrence effect of democratic politician shareholders. Organ. Sci. 36(2):993–1019.Link, Google Scholar
- (2024) The ideological imperative: Corporate social responsibility and news media coverage of firms. Organ. Sci. 35(5):1930–1955.Link, Google Scholar
- (2012) Does female representation in top management improve firm performance? A panel data investigation. Strategic Management J. 33(9):1072–1089.Crossref, Google Scholar
- (2022) The nature of affective polarization: Disentangling policy disagreement from partisan identity. Amer. J. Political Sci. 66(3):775–790.Crossref, Google Scholar
- (2019) What do we measure when we measure affective polarization? Public Opinion Quart. 83(1):114–122.Crossref, Google Scholar
- (2012) Ideology in America (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (2019) Using a probabilistic model to assist merging of large-scale administrative records. Amer. Political Sci. Rev. 113(2):353–371.Crossref, Google Scholar
- (2024) Identity, diversity, and team performance: Evidence from U.S. mutual funds. Management Sci. 71(4):3026–3051.Link, Google Scholar
- (1969) A theory for record linkage. J. Amer. Statist. Assoc. 64(328):1183–1210.Crossref, Google Scholar
- (2024) CEO political partisanship and corporate misconduct. Acad. Management J. 68(2):357–379.Crossref, Google Scholar
- (2024) Partisan segregation in the U.S. workplace is large and rising. Nature Human Behav. Forthcoming. Google Scholar
- (2015) Does politics influence hiring? Evidence from a randomized experiment. Political Behav. 37(3):653–675.Crossref, Google Scholar
- (2007) Consumption or investment? On motivations for political giving. J. Politics 69(4):1057–1072.Crossref, Google Scholar
- (2020) The influence of CEO risk tolerance on initial pay packages. Strategic Management J. 41(4):788–811.Crossref, Google Scholar
- (2002) Partisan Hearts and Minds: Political Parties and the Social Identities of Voters (Yale University Press, New Haven, CT).Google Scholar
- (2024) Polarized by Degrees: How the Diploma Divide and the Culture War Transformed American Politics (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (2020) Race and representation in campaign finance. Amer. Political Sci. Rev. 114(1):206–221.Crossref, Google Scholar
- (2022) Gender, race, and intersectionality in campaign finance. Political Behav. 44(1):319–340.Crossref, Google Scholar
- (2023) Essays on political economics. PhD thesis, Stanford University, Stanford, CA.Google Scholar
- (2020) Organizational political ideology and corporate openness to social activism. Admin. Sci. Quart. 65(2):524–563.Crossref, Google Scholar
- (2017) The elephant (or donkey) in the boardroom: How board political ideology affects CEO pay. Admin. Sci. Quart. 62(1):1–30.Crossref, Google Scholar
- (2017) Red, blue, and purple firms: Organizational political ideology and corporate social responsibility. Strategic Management J. 38(5):1018–1040.Crossref, Google Scholar
- (2018) Evenhandedness in resource allocation: Its relationship with CEO ideology, organizational discretion, and firm performance. Acad. Management J. 61(5):1848–1868.Crossref, Google Scholar
- (2021) Out of character: CEO political ideology, peer influence, and adoption of CSR executive position by Fortune 500 firms. Strategic Management J. 42(3):529–557.Crossref, Google Scholar
- (2019) Dispositional sources of managerial discretion: CEO ideology, CEO personality, and firm strategies. Admin. Sci. Quart. 64(4):855–893.Crossref, Google Scholar
- (2022) Corporate directors as heterogeneous network pipes: How director political ideology affects the interorganizational diffusion of governance practices. Strategic Management J. 43(8):1469–1498.Crossref, Google Scholar
- (2015) Hacking the Electorate: How Campaigns Perceive Voters (Cambridge University Press, New York).Crossref, Google Scholar
- (2017) American employers as political machines. J. Politics 79(1):105–117.Crossref, Google Scholar
- (2018) Politics at Work: How Companies Turn Their Workers into Lobbyists (Oxford University Press, New York).Google Scholar
- (2013) The impact of gender diversity on the performance of business teams: Evidence from a field experiment. Management Sci. 59(7):1514–1528.Link, Google Scholar
- (2024) Managerial overextrapolation: Who and when. Management Sci. 71(6):5328–5350.Link, Google Scholar
- (2023) Countervailing claims: Pro-diversity responses to stigma by association following the Unite the Right Rally. Admin. Sci. Quart. 68(4):1094–1132.Crossref, Google Scholar
- (2025) Sociopolitical stance-taking and labor market sorting: Evidence from experiments. Preprint, submitted November 18, http://dx.doi.org/10.2139/ssrn.4846170.Google Scholar
- (2015) Political values, culture, and corporate litigation. Management Sci. 61(12):2905–2925.Link, Google Scholar
- (2024) Entrepreneurship as a response to labor market discrimination for formerly incarcerated people. Amer. J. Sociol. 130(1):88–146.Crossref, Google Scholar
- (2018) Commercial voter files and the study of U.S. politics: Demystifying the digital databases widely used by political campaigns. Pew Res. Center (February 15), https://www.pewresearch.org/methods/2018/02/15/commercial-voter-files-and-the-study-of-u-s-politics/.Google Scholar
- (2022) Addressing census data problems in race imputation via fully Bayesian Improved Surname Geocoding and name supplements. Sci. Adv. 8(49):eadc9824.Crossref, Google Scholar
- (2012) Affect, not ideology: A social identity perspective on polarization. Public Opinion Quart. 76(3):405–431.Crossref, Google Scholar
- (2006) The end of the end of ideology. Amer. Psych. 61(7):651–670.Crossref, Google Scholar
- (2016) Campaign contributions facilitate access to congressional officials: A randomized field experiment. Amer. J. Political Sci. 60(3):545–558.Crossref, Google Scholar
- (2020) Uses and abuses of ideology in political psychology. Political Psych. 41(4):771–793.Crossref, Google Scholar
- (2024) Strength in numbers? Gender composition, leadership, and women’s influence in teams. J. Politics Econom. 132(9):3077–3114.Crossref, Google Scholar
- (1992) The Myth of the Independent Voter (University of California Press, Berkeley, CA).Crossref, Google Scholar
- (2021) Partisan professionals: Evidence from credit rating analysts. J. Finance 76(6):2805–2856.Crossref, Google Scholar
- (2024) License to layoff? Unemployment insurance and the moral cost of layoffs. Organ. Sci. 35(3):994–1014.Link, Google Scholar
- (2025) Political polarization in medicine. Working Paper No. 4275, Stanford Graduate School of Business, Stanford, CA.Google Scholar
- (2026) Systemic and sequential links between campaign donations and lobbying. J. Politics 88(1):110–124.Crossref, Google Scholar
- (2017) Neither Liberal Nor Conservative: Ideological Innocence in the American Public, Chicago Studies in American Politics (University of Chicago Press, Chicago).Crossref, Google Scholar
- (2014) Identity and engagement among political independents in America. Political Psych. 35(4):577–591.Crossref, Google Scholar
- (2016) Independent Politics: How American Disdain for Parties Leads to Political Inaction (Cambridge University Press, New York).Crossref, Google Scholar
- (2025) Political alignment in entrepreneurial teams: Homophily in venture formation and associations with startup success. Strategic Management. Forthcoming.Google Scholar
- (2025) What the data says about immigrants in the U.S. Pew Res. Center (August 21), https://www.pewresearch.org/short-reads/2025/08/21/key-findings-about-us-immigrants/.Google Scholar
- (2018) The double-edged sword of CEO activism. Rock Center for Corporate Governance at Stanford University Closer Look Series: Topics, Issues and Controversies in Corporate Governance No. CGRP-74 2018 (Stanford, CA), 12.Google Scholar
- (2012) Follow the Leader?: How Voters Respond to Politicians’ Policies and Performance, Chicago Studies in American Politics (University of Chicago Press, Chicago).Crossref, Google Scholar
- (2018) How internal constraints shape interest group activities: Evidence from access-seeking PACs. Amer. Political Sci. Rev. 112(4):792–808.Crossref, Google Scholar
- (2023) Can stakeholders mobilize businesses for the protection of democracy? Evidence from the U.S. Capitol insurrection. Amer. Political Sci. Rev. 117(3):1130–1136.Crossref, Google Scholar
- (2022) Employee turnover and firm performance: Large-sample archival evidence. Management Sci. 68(8):5667–5683.Link, Google Scholar
- (2022) Splink: Free software for probabilistic record linkage at scale. Internat. J. Population Data Sci. 7(3):23.Crossref, Google Scholar
- (2021) Social responsibility beyond the corporate: Executive mental accounting across sectoral and issue domains. Organ. Sci. 32(6):1473–1491.Link, Google Scholar
- (2025) A donation-based indicator of political ideology (dipi): An open dataset for studying the political ideologies of employees, top management teams, ceos, boards, and industries. Organ. Behav. Human Decision Processes 188:104419.Crossref, Google Scholar
- (2018) Uncivil Agreement: How Politics Became Our Identity (University of Chicago Press, Chicago).Crossref, Google Scholar
- (2020) Take a stand or keep your seat: Board turnover after social movement boycotts. Acad. Management J. 63(4):1028–1053.Crossref, Google Scholar
- (2016) Blacklisted businesses: Social activists’ challenges and the disruption of corporate political activity. Admin. Sci. Quart. 61(4):584–620.Crossref, Google Scholar
- (2024) When ideologies align: Progressive corporate activism and within-firm ideological alignment. Strategic Management J. 45(12):2459–2518.Crossref, Google Scholar
- (2024) Giving to the extreme? Experimental evidence on donor response to candidate and district characteristics. British J. Political Sci. 54(3):851–873.Crossref, Google Scholar
- (2021) Reexamining investor reaction to covert corporate political activity: A replication and extension of Werner (2017). Strategic Management J. 42(6):1139–1158.Crossref, Google Scholar
- (2024) CEO activism and firm value. Management Sci. 70(10):6519–6549.Link, Google Scholar
- (2024) How social upheaval shaped DEI hiring practices: Evidence from over 21 million job postings and hires. Preprint, submitted September 6, https://doi.org/10.2139/ssrn.4923070.Google Scholar
- (2023) Corporate social counterpositioning: How attributes of social issues influence competitive response. Strategic Management J. 44(5):1199–1217.Crossref, Google Scholar
- (2006) The workplace as a context for cross-cutting political discourse. J. Politics 68(1):140–155.Crossref, Google Scholar
- (2024) Probabilistic Record Linkage Using Pretrained Text Embeddings (Cambridge University Press, Cambridge, UK), 1–12. Google Scholar
- (2020) Political ideology of the board and CEO dismissal following financial misconduct. Strategic Management J. 41(1):108–123.Crossref, Google Scholar
- (2016) Corporate social responsibility or CEO narcissism? CSR motivations and organizational performance. Strategic Management J. 37(2):262–279.Crossref, Google Scholar
- (2009) Measuring party support: Leaners are not independents. Electoral Stud. 28(4):562–572.Crossref, Google Scholar
- (1998) Recovering a basic space from a set of issue scales. Amer. J. Political Sci. 42(3):954–993.Crossref, Google Scholar
- (2023) Partisan patent examiners? Exploring the link between the political ideology of patent examiners and patent office outcomes. Res. Policy 52(9):104853.Crossref, Google Scholar
- (2000) Racial diversity, business strategy, and firm performance: A resource-based view. Acad. Management J. 43(2):164–177.Crossref, Google Scholar
- (2017) Campaign contributions from corporate executives in lieu of political action committees. J. Law Econom. Organ. 33(3):443–474.Crossref, Google Scholar
- (2022) Organizational political affiliation and job seekers: If I don’t identify with your party, am I still attracted? J. Appl. Psych. 107(5):724–745.Crossref, Google Scholar
- (2023) Cooperative election study. Accessed October 29, 2023, https://cces.gov.harvard.edu.Google Scholar
- (2022) Pumping the brakes: Examining the impact of CEO political ideology divergence on firm responses. Acad. Management J. 65(2):516–544.Crossref, Google Scholar
- (2024) Counter-activism against ideological opponents: Evidence based on the competitive dynamics of corporate engagement in advocacy giving. Organ. Sci. 36(4):1333–1356.Link, Google Scholar
- (2022) Corporate political power: The politics of reputation & traceability. Emory Law J. 71:153–216.Google Scholar
- (2021) The liabilities of foreign institutional ownership: Managing political dependence through corporate political spending. Strategic Management J. 42(1):84–113.Crossref, Google Scholar
- (2022) Institutional investor activism and employee safety: The role of activist and board political ideology. Organ. Sci. 33(6):2404–2420.Link, Google Scholar
- (2019) Placing their bets: The influence of strategic investment on CEO pay-for-performance. Strategic Management J. 40(12):2047–2077.Crossref, Google Scholar
- (2023) Ideology and performance in public organizations. Econometrica 91(4):1171–1203.Crossref, Google Scholar
- (2026) Partisan bias in securities enforcement. J. Law Econom. Organ. 42(1):34–60.Google Scholar
- (2022a) How the workplace affects employee political contributions. Amer. Political Sci. Rev. 116(1):54–69.Crossref, Google Scholar
- (2022b) Political alignment between firms and employees in the United States: Evidence from a new dataset. Political Sci. Res. Methods 10(1):215–225.Crossref, Google Scholar
- (2020) Working while liberal/conservative: A review of political ideology in organizations. J. Management 46(6):1063–1091.Crossref, Google Scholar
- (2025) Influence-seeking in U.S. corporate elites’ campaign contribution behavior. Rev. Econom. Statist. 107(3):685–696.Crossref, Google Scholar
- (2015) Concealable stigma and occupational segregation: Toward a theory of gay and lesbian occupations. Admin. Sci. Quart. 60(3):446–481.Crossref, Google Scholar
- (2022) Locked out 2022: Estimates of people denied voting rights. The Sentencing Project, Washington, DC.Google Scholar
- (2023) Intergroup contact is reliably associated with reduced prejudice, even in the face of group threat and discrimination. Amer. Psych. 78(6):761–774.Crossref, Google Scholar
- (1995) Voice and Equality: Civic Voluntarism in American Politics (Harvard University Press, Cambridge, MA).Crossref, Google Scholar
- (2021) Partisan differences in social media use show up for some platforms, but not Facebook. Pew Res. Center (April 7), https://www.pewresearch.org/short-reads/2021/04/07/partisan-differences-in-social-media-use-show-up-for-some-platforms-but-not-facebook/.Google Scholar
- (2015) Gaining access by doing good: The effect of sociopolitical reputation on firm participation in public policy making. Management Sci. 61(8):1989–2011.Link, Google Scholar
- (2025) Corporate political stances and employee turnover. Preprint, submitted January 24, https://doi.org/10.2139/ssrn.5104450.Google Scholar
- (2024) Why do some conservative CEOs publicly support liberal causes? Organizational ideology, managerial discretion, and CEO sociopolitical activism. Organ. Sci. 35(4):1388–1408.Link, Google Scholar
- (2022) How do employees react when their CEO speaks out? Intra- and extra-firm implications of CEO sociopolitical activism. Admin. Sci. Quart. 67(2):553–593.Crossref, Google Scholar

