Disparities in Poll Closures in the Age of COVID-19: A Case Study of Wisconsin
Publication: Election Law Journal: Rules, Politics, and Policy
Volume 20, Issue Number 4
Abstract
The COVID-19 pandemic of 2020 arose during the presidential primary process and spring elections for states across the U.S. One of the consequences of the pandemic on election administration was the closure of polling locations due to resource constraints and public health concerns. We aim to measure the extent to which disparities in electoral access and participation arose given polling place closures during the April 7, 2020, Wisconsin spring election. We run a spatial probit analysis on the probability of poll closures given population density and nonwhite populations of a given area using poll coordinate data provided by the Wisconsin Electoral Commission. We follow up to take advantage of the exogenous nature of poll closures to measure the impact of closure costs within the counties of Milwaukee and Dane via a multilevel logit analysis of turnout by mode. We find that the pandemic led to a series of poll closures that systematically impacted racial minorities and areas of high population density. Further, these poll closure costs as measured in increased distance to and size of polls are associated with reduced voter turnout, especially within Milwaukee County. We conclude that disparate access to polling places and costs of poll closures present challenges that must be overcome for purposes of election legitimacy and social cohesion.
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References
Alvarez, R. Michael, Lonna Rae Atkeson, and Thad E. Hall. 2012. Evaluating Elections: A Handbook of Methods and Standards. New York, NY: Cambridge University Press.
Alvarez, R. Michael, Stephen Ansolabehere, Erik Antonsson, Jehoshua Bruck, Stephen Graves, Thomas Palfrey, Ron Rivest, Ted Selker, Alex Slocum, and Charles Stewart III. 2001. Voting: What Is, What Could Be. Cal Tech and MIT Voting Technology Project.
Angrist, Joshua D., and Jorn-Steffen Pischke. 2009. Mostly Harmless Econometrics. Princeton, NJ: Princeton University Press.
Anselin, Luc. 1995. “Local Indicators of Spatial Association.” Geographical Analysis 27(2): 93–115.
Atkeson, Lonna Rae, Lisa Ann Bryant, Kyle Saunders, Thad E. Hall, and Michael Alvarez. 2010. “A New Barrier to Participation: Heterogeneous Application of Voter Identification Policies.” Electoral Studies 29(1): 66–73.
Barnes, Robert. 2020. “Supreme Court Rejects Request to Extend Wisconsin's Deadline for Counting Mail-In Ballots.” Washington Post, October 26. <https://www.washingtonpost.com/politics/courts_law/supreme-court-wisconsin-mail-ballots/2020/10/26/70fa459e-12fc-11eb-ad6f-36c93e6e94fb_story.html> (accessed November 16, 2020).
Bhatti, Yosef. 2012. “Distance and Voting: Evidence from Danish Municipalities.” Scandinavian Political Studies 35(2): 141–58.
Bishop, Bill. 2008. The Big Sort: Why the Clustering of Like-Minded Americans Is Tearing Us Apart. New York, NY: Houghton Mifflin.
Bishop, Bradford H., and Mark R. Dudley. 2017. “The Role of Constituency, Party, and Industry in Pennsylvania's Act 13.” State Politics and Policy Quarterly 17(2): 154–79.
Brady, Henry E., and John E. McNulty. 2011. “Turning Out to Vote: The Costs of Finding and Getting to the Polling Place.” American Political Science Review 105(1): 115–34.
Brueckner, Jan K. 2003. “Strategic Interaction Among Governments: An Overview of Empirical Studies.” International Regional Science Review 26(2): 175–88.
Cantoni, Enrico. 2020. “A Precinct Too Far: Turnout and Voting Costs.” American Economic Journal: Applied Economics 12(1): 61–85.
Collier, Kevin, Cyrus Farivar, Dareh Gregorian, and Ben Popken. 2020. “Georgia Election ‘Catastrophe’ in Largely Minority Areas Sparks Investigation.” NBC News, June 9. <https://www.nbcnews.com/politics/2020-election/georgia-secretary-state-launches-investigation-after-unacceptable-voting-problems-n1228541> (accessed June 10, 2020).
Cotti, Chad D., Bryan Engelhardt, Joshua Foster, Erik T. Nesson, and Paul S. Niekamp. 2020. “The Relationship Between In-Person Voting, Consolidated Polling Locations, and Absentee Voting on COVID-19: Evidence from the Wisconsin Primary.” Working Paper 27187 National Bureau of Economic Research. <http://www.nber.org/papers/w27187>.
Curiel, John A., and Tyler S. Steelman. 2018. “Redistricting Out Representation: Democratic Harms in Splitting Zip Codes.” Election Law Journal 17(4):328–53.
Daniels, Ronald J., and Marc H. Morial. 2020. “The Covid-19 Racial Disparities Could Be Even Worse Than We Think.” Washington Post, April 23. <https://www.washingtonpost.com/opinions/2020/04/23/covid-19-racial-disparities-could-be-even-worse-than-we-think/> (accessed June 6, 2020).
Day, Chad, and Cameron McWhirter. 2020. “Long Lines, Early Ballots, New Polls All Point to Heavy Voter Turnout.” Wall Street Journal, October 17. <https://www.wsj.com/articles/long-lines-early-ballots-new-polls-point-to-massive-voter-turnout-11602939973> (accessed November 2, 2020).
Dewey, John. 1954. The Public and Its Problems. Athens, OH: Ohio University Press.
Downs, Anthony. 1957. An Economic Theory of Democracy. New York, NY: Harper and Row.
Dyck, Joshua J., and James G. Gimpel. 2005. “Distance, Turnout, and the Convenience of Voting.” Social Science Quarterly 86: 531–48.
Elliott, Marc N., Allen Fremont, Peter A. Morrison, Philip Pantoja, and Nicole Lurie. 2008. “A New Method for Estimating Race/Ethnicity and Associated Disparities Where Administrative Records Lack Self-Reported Race/Ethnicity.” Health Services Research 43(5): 1722–36.
Fischer, Frank. 1990. Technocracy and the Politics of Expertise. Newbury Park, CA: Sage.
Gelman, Andrew, and Gary King. 1990. “Estimating the Electoral Consequences of Legislative Redistricting.” Journal of the American Statistical Association 85: 274–82.
Gelman, Andrew, and Gary King. 1994a. “Enhancing Democracy Through Legislative Redistricting.” American Political Science Review 88(3): 541–59.
Gelman, Andrew and Gary King. 1994b. “A Unified Method of Evaluating Electoral Systems and Redistricting Plans.” American Journal of Political Science 38(2): 514–54.
Gerber, A.S., and D.P. Green. 1999. “Does Canvassing Increase Voter Turnout? A Field Experiment.” Proceedings of the National Academy of Sciences of the United States of America 96(19): 10939–42.
Gimpel, J.G., and J.E. Schuknecht. 2003. “Political Participation and the Accessibility of the Ballot Box.” Political Geography 22(5): 471–88.
Grofman, Bernard. 1985. “Criteria for Districting: A Social Science Perspective.” UCLA Law Review 33:77–184.
Hale, Kathleen, Robert Montjoy, and Mitchell Brown. 2015. Administering Elections How American Elections Work. New York, NY: Palgrave Macmillan US.
Hamilton, Alexander, James Madison, and John Jay. 1788. The Federalist Papers. Mineola, NY: Dover Publications.
Haspel, Moshe, and H. Gibbs Knotts. 2005. “Location, Location, Location: Precinct Placement and the Costs of Voting.” Journal of Politics 67(2): 560–73.
Imai, Kosuke, and Kabir Khanna. 2016. “Improving Ecological Inference by Predicting Individual Ethnicity from Voter Registration Record.” Political Analysis 24(2): 263–72.
Keele, Luke, Randolph T. Stevenson, and Felix Elwert. 2020. “The Causal Interpretation of Estimated Associations in Regression Models.” Political Science Research and Methods 8(1): 1–13.
Kiewiet, D. Roderick, Thad E. Hall, Michael R. Alvarez, and Jonathan N. Katz. 2008. “Fraud or Failure?: What Incident Reports Reveal About Election Anomalies and Irregularities.” In Election Fraud: Detecting and Deterring Electoral Manipulation, eds. R. Michael Alvarez, Thad E. Hall, and Susan D. Hyde, 112–129. Washington, DC: Brookings Institution Press.
King, Gary. 1997. A Solution to the Ecological Inference Problem: Reconstructing Individual Behavior from Aggregate Data. Princeton, NJ: Princeton University Press.
Kousser, Thad, and Megan Mullin. 2007. “Does Voting by Mail Increase Participation? Using Matching to Analyze a Natural Experiment.” Political Analysis 15(4): 428–45.
Kromkowski, Charles A. 2002. Recreating the American Republic: Rules of Apportionment, Constitutional Change, and American Political Development, 1700–1870. Cambridge, UK: Cambridge University Press.
Krysan, Maria, and Kyle Crowder. 2017. Cycle of Segregation: Social Processes and Residential Stratification. New York, NY: Russell Sage Foundation.
Legislative Technology Services Bureau (LTSB). 2019.“WI Municipal Wards,” Wisconsin State Legislature's GIS Open Portal. January 2019. <https://data-ltsb.opendata.arcgis.com/datasets/wi-municipal-wards-january-2020?geometry=-104.856%2C42.041%2C-74.797%2C47.494&showData=true> (accessed February 1, 2020).
Leighley, Jan E., and Jonathan Nagler. 1992. “Individual and Systemic Influences on Turnout: Who Votes? 1984.” Journal of Politics 54(3): 718–40.
Logan, John R., and Harvey L. Molotch. 1987. Urban Fortunes: The Political Economy of Space. Berkley, CA: University of California Press.
McCabe, Brian J., and Jennifer A. Heerwig. 2019. “Diversifying the Donor Pool: How Did Seattle's Democracy Voucher Program Reshape Participation in Municipal Campaign Finance?” Election Law Journal 18(4): 323–41.
McDonald, Michael P. 2004. “A Comparative Analysis of Redistricting Institutions in the United States, 2001–02.” State Politics and Policy Quarterly 4(4): 371–95.
McGann, Anthony J., Charles Anthony Smith, Michael Latner, and Alex Keena. 2016. Gerrymandering in America: The House of Representatives, the Supreme Court, and the Future of Popular Sovereignty. New York, NY: Cambridge University Press.
McNulty, John E., Conor M. Dowling, and Margaret H. Ariotti. 2017. “Driving Saints to Sin: How Increasing the Difficulty of Voting Dissuades Even the Most Motivated Voters.” Political Analysis 17(4): 435–55.
Miller, Lisa L. 2008. The Perils of Federalism: Race, Poverty, and the Politics of Crime Control. New York, NY: Oxford University Press.
Mladenka, Kenneth R. 1981. “Citizen Demands and Urban Services: The Distribution of Bureaucratic Response in Chicago and Houston.” American Journal of Political Science 25(4): 693–714.
Morley, Michael T. 2018. “Election Emergencies: Voting in the Wake of Natural Disasters and Terrorist Attacks.” Emory Law Journal 65(3): 545–618.
Mukherjee, Elora. 2009. “Abolishing the Time Tax on Voting.” Notre Dame Law Review 85(1): 177–246.
NAACP Conference of Pennsylvania v. Cortes. 2008. 591 F. Supp. 2d 757, No. 2:08-cv-05048 (E.D. Pa.).
Nall, Clayton. 2018. The Road to Inequality: How the Federal Highway Program Polarized America and Undermined Cities. Cambridge, UK: Cambridge University Press.
Niesse, Mark. 2020. “Lawsuit over Long Voting Lines in Georgia Dismissed in Federal Court.” Atlanta Journal-Constitution, October 13. <https://www.ajc.com/politics/lawsuit-over-long-voting-lines-in-georgia-dismissed-in-federal-court/5TAXK5WHCNBEZAWOQLIQITKJ2Q/> (accessed November 2, 2020).
Norwood, Candice. 2018. “Polling Places in Black Communities Continue to Close Ahead of November Elections.” Governing, September 5. <https://www.governing.com/topics/politics/sl-polling-place-close-ahead-of-november-elections-black-voters.html> (accessed June 10, 2020).
Pavía, Jose M., and Antonio López-Quílez. 2013. “Spatial Vote Redistribution in Redrawn Polling Units.” Journal of the Royal Statistical Society. Series A (Statistics in Society) 176(3): 655–78.
Putnam, Robert. 1977. “‘Elite Transformation in Advanced Industrial Societies: An Empirical Assessment of the Theory of Technocracy.” Comparative Political Studies 10(3): 383–412.
Republican National Committee (RNC) v. Democratic National Committee (DNC). 2020. 589 U.S. ___, No. 19A1016.
Reilly, Briana, and Abigail Becker. 2020. “Madison Logs over $100,000 in Extra Costs for April 7 Pandemic Election.” Capital Times, May 7, 2020. <https://madison.com/ct/news/local/govt-and-politics/madison-logs-over-100-000-in-extra-costs-for-april-7-pandemic-election/article_c847261d-5789-50ca-b4bc-b9a5ec60ef21.html> (accessed October 2, 2020).
Rickert, Chris. 2020. “‘We're Putting Lives at Risk for the Vote’: Wisconsin Election Proceeds Despite Pandemic.” Wisconsin State Journal, April 8, 2020. <https://madison.com/wsj/news/local/govt-and-politics/elections/we-re-putting-lives-at-risk-for-the-vote-wisconsin-election-proceeds-despite-pandemic/article_7db9bca6-7f35-5489-8015-12e2bc706ad0.html> (accessed October 1, 2020).
Shepherd, Michael E., Adriane Fresh, Nick Eubank, and Joshua D. Clinton. 2020. “The Politics of Locating Polling Places: Race and Partisanship in North Carolina Election Administration, 2008–2016.” Election Law Journal, online ahead of print. <https://doi.org/10.1089/elj.2019.0602>.
Spicuzza, Mary, and Alison Dirr. 2020. “Why Did Milwaukee Have Just 5 Polling Places? Aldermen Want Answers.” Milwaukee Journal Sentinel, April 10. <https://www.jsonline.com/story/news/politics/elections/2020/04/10/coronavirus-milwaukee-aldermen-want-answers-polling-places-primary-election/5127577002/> (accessed October 1, 2020).
Stephan, Ed. 1971. “Variation in County Size: A Theory of Segmental Growth.” American Sociological Review 36: 451–61.
Stewart III, Charles, and Stephen Ansolabehere. 2015. “Waiting to Vote.” Election Law Journal 14(1): 47–53.
University of Southern California (USC) Schwarzenegger Institute. 2020. “USC Schwarzenegger Institute Initiates Democracy Grants for Voting Access and Election Administration.” USC Price, October 24. <https://priceschool.usc.edu/democracy-grants-for-voting-access-and-election-administration/> (accessed March 18, 2021).
Volden, Craig, and Alan E. Wiseman. 2014. Legislative Effectiveness in the United States Congress: The Lawmakers. New York, NY: Cambridge University Press.
White, Ariel R., Noah L. Nathan, and Julie K. Faller. 2015. “What Do I Need to Vote? Bureaucratic Discretion and Discrimination by Local Election Officials.” American Political Science Review 109(1): 129–42.
Wilhelm, Stefan, and Miguel Godinho de Matos. 2015. Spatial Probit Models: Bayesian Estimation of Spatial Probit and Tobit Models. R package version 1.9.
Wisconsin Election Commission. 2020a. “Spring 2020 Election and Presidential Preference Primary.” Wisconsin Election Commission. <https://elections.wi.gov/node/6524> (accessed May 19, 2020).
Wisconsin Election Commission. 2020b. Election Administration Manual for Wisconsin Municipal Clerks. September 20. <https://elections.wi.gov/publications/manuals> (accessed October 25, 2020).
“Wisconsin Primary Recap: Voters Forced to Choose Between Their Health and Their Civic Duty.” 2020. New York Times, April 7. <https://www.nytimes.com/2020/04/07/us/politics/wisconsin-primary-election.html> (accessed April 24, 2020).
Wolfe, Meagan. 2020a. “April 7, 2020 Absentee Voting Report.” Wisconsin Election Commission, 155–190. <https://elections.wi.gov/sites/elections.wi.gov/files/2020-05/April%202020%20Absentee%20Voting%20Report.pdf>.
Wolfe, Meagan. 2020b. “Consolidating Polling Places and Use of WisVote.” Wisconsin Election Commission, 1–3. <https://elections.wi.gov/index.php/node/6799>.
Wolfinger, Raymond E., Benjamin Highton, and Megan Mullin. 2005. “How Postregistration Laws Affect the Turnout of Registrants.” State Politics and Policy Quarterly 5: 1–23.
Wolfinger, Raymond E., and Steven J. Rosenstone. 1980. Who Votes? New Haven, CT: Yale University Press.
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Published In
Election Law Journal: Rules, Politics, and Policy
Volume 20 • Issue Number 4 • December 2021
Pages: 345 - 363
Copyright
Copyright 2021, Mary Ann Liebert, Inc., publishers.
History
Published online: 9 December 2021
Published in print: December 2021
Published ahead of print: 16 August 2021
Accepted: 2 April 2021
Revision received: 19 March 2021
Received: 14 June 2020
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