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Published in: Public Choice 3-4/2021

13-10-2020

Decomposing political advertising effects on vote choices

Author: Wilson Law

Published in: Public Choice | Issue 3-4/2021

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Abstract

This paper studies the channels through which political television advertising influences individuals' voting decisions. Scholars are interested to learn whether advertising primarily persuades people to change their choices of candidates or mobilizes people to vote. I find that advertising does both: about 60% to 70% of advertising's effect is persuasion, and 30% to 40% of it is mobilization. Advertising's effects are stronger on those who did not plan to vote for a major-party candidate. To decompose the impact into its components, the present paper estimates a multinomial probit model that permits analysis of decisions of turnout and candidate choice jointly in a Markov chain framework. In contrast to most studies that estimate the effects of aggregated exposure to advertising on voters' choices on Election Day, I study how advertising influences peoples' monthly voting intentions leading up to Election Day. In the context of the 2008 presidential election, the magnitude of the advertising effect is not large enough to overcome John McCain's significant deficit, but it potentially could have changed the outcomes of other close elections such as those in 2000 and 2016.

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Appendix
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Footnotes
1
From the Center for Responsive Politics, a charitable organization that follows money in politics.
 
2
Based on Federal Election Commission data, 41% of campaign expenditure went to the media in 2008; about 58% did so in 2012 and 2016.
 
3
Media spending is estimated from the costs of TV advertisements taken from the Wisconsin Advertising Project and the Wesleyan Media Project.
 
4
In my sample, very few voters choose a minor-party candidate. If respondents did not choose a major-party candidate, they usually did not vote at all.
 
5
One standard deviation of advertising exposure corresponds to approximately 4000 rating points, where one rating point represents exposure to advertising by 1% of the voting age population in the relevant media market.
 
6
The model readily can accommodate additional choices such as splitting Neither into two options: voting for a minor party candidate and not voting. However, expanding the choice set expands the number of observations required to estimate the model precisely. Most people who chose Neither did not vote. Focusing on the competition between the two major-party candidates who placed virtually all of the TV advertising is the primary objective of this paper.
 
7
The 2004 decision is a proxy for the August 2008 decision. I discuss the implications in the Sect. 5.
 
8
Whether or not the variations in survey completion time are correlated with other campaign activities is difficult to ascertain. In the supplementary materials, I show that the time required for survey completion is not easy to predict from observable variables.
 
9
Since the integral of the choice probability does not have a closed form solution, the estimation is performed by simulation (Train 2009) using the Geweke-Hajivassiliou-Keane algorithm implemented in Stata. I limit the number of alternatives to three to minimize the dimensions of the covariance matrix (Ω).
 
10
Let \({P}_{j}\) be the probability of choosing \(j\) and \(A\) be advertising exposure. We know that \({P}_{D}+{P}_{R}+{P}_{N}=1\). Total differentiation of the equation with respect to \(A\) yields the required relationship.
 
11
The estimated response rate is 43%.
 
12
Some states do not allow citizens to register immediately before Election Day. For example, voters must register 30 days prior to elections in Texas.
 
13
John McCain secured enough delegates in March 2008 to win his party’s nomination. Republican advertising subsided afterward. Hillary Clinton and Barack Obama were in a tight nomination race until June 7th, when Clinton conceded. After June 7th, TV advertising resumed; the ads almost exclusively supported McCain and Obama.
 
14
More details on advertising volume are in the supplementary materials online.
 
15
The distribution for November wave is similar. However, in November, everyone had decided on Election Day. Therefore, I use the four weeks before Election Day as the exposure window.
 
16
For additional exploration of the relationship between time to complete surveys, demographic characteristics, and turnout, see the discussion in the supplementary materials online.
 
17
The estimated coefficients of the individual characteristics and candidate-time-specific dummies are reported in the supplementary materials online.
 
18
The numerical results are reported in the supplementary materials online.
 
19
The full election results are available in the supplementary materials online.
 
20
The marginal effects in the table are the estimates of Eq. 3, which are computed from Eq. 4 using the vote shares listed in the table.
 
21
For the complete election results, see supplementary materials online.
 
22
I multiply \({M}_{Rs}\) by 4 when considering 4000 rating points.
 
23
The four states are Michigan (16 electoral votes), New Hampshire (4), Pennsylvania (20), and Wisconsin (10).
 
24
Full results and discussion appear in the supplementary materials online.
 
Literature
go back to reference Achen, C. H. (2006). Expressive Bayesian voters, their turnout decisions, and double Probit: Empirical implications of a theoretical model. Unpublished manuscript. Princeton, NJ: Princeton University. Achen, C. H. (2006). Expressive Bayesian voters, their turnout decisions, and double Probit: Empirical implications of a theoretical model. Unpublished manuscript. Princeton, NJ: Princeton University.
go back to reference Ackerberg, D. A. (2001). Empirically distinguishing informative and prestige effects of advertising. The RAND Journal of Economics, 32(2), 316–333.CrossRef Ackerberg, D. A. (2001). Empirically distinguishing informative and prestige effects of advertising. The RAND Journal of Economics, 32(2), 316–333.CrossRef
go back to reference Aldrich, J. H. (1993). Rational choice and turnout. American Journal of Political Science, 37(1), 246–278.CrossRef Aldrich, J. H. (1993). Rational choice and turnout. American Journal of Political Science, 37(1), 246–278.CrossRef
go back to reference Ashworth, S., & Clinton, J. D. (2007). Does advertising exposure affect turnout? Quarterly Journal of Political Science, 2(1), 27–41.CrossRef Ashworth, S., & Clinton, J. D. (2007). Does advertising exposure affect turnout? Quarterly Journal of Political Science, 2(1), 27–41.CrossRef
go back to reference Brennan, G., & Lomasky, L. (1989). Large numbers, small costs: The uneasy foundations of democratic rule. In G. Brennan & L. Lomasky (Eds.), Politics and process: New essays in democratic thought (pp. 42–59). Cambridge: Cambridge University Press.CrossRef Brennan, G., & Lomasky, L. (1989). Large numbers, small costs: The uneasy foundations of democratic rule. In G. Brennan & L. Lomasky (Eds.), Politics and process: New essays in democratic thought (pp. 42–59). Cambridge: Cambridge University Press.CrossRef
go back to reference Brennan, G., & Lomasky, L. (1993). Democracy and decision: The pure theory of electoral preference. Cambridge: Cambridge University Press.CrossRef Brennan, G., & Lomasky, L. (1993). Democracy and decision: The pure theory of electoral preference. Cambridge: Cambridge University Press.CrossRef
go back to reference Caplan, B. (2006). The myth of the rational voter: Why democracies choose bad policies. Princeton: Princeton University Press. Caplan, B. (2006). The myth of the rational voter: Why democracies choose bad policies. Princeton: Princeton University Press.
go back to reference Cox, G. W., & Munger, M. C. (1989). Closeness, expenditures, and turnout in the 1988 US House elections. American Political Science Review, 83(1), 217–231.CrossRef Cox, G. W., & Munger, M. C. (1989). Closeness, expenditures, and turnout in the 1988 US House elections. American Political Science Review, 83(1), 217–231.CrossRef
go back to reference Downs, A. (1957). An economic theory of democracy. New York: Harper & Row. Downs, A. (1957). An economic theory of democracy. New York: Harper & Row.
go back to reference Edlin, A., Gelman, A., & Kaplan, N. (2007). Voting as a rational choice: Why and how people vote to improve the well-being of others. Rationality and Society, 19(3), 293–314.CrossRef Edlin, A., Gelman, A., & Kaplan, N. (2007). Voting as a rational choice: Why and how people vote to improve the well-being of others. Rationality and Society, 19(3), 293–314.CrossRef
go back to reference Feddersen, T., & Sandroni, A. (2006). A theory of participation in elections. American Economic Review, 96(4), 1271–1282.CrossRef Feddersen, T., & Sandroni, A. (2006). A theory of participation in elections. American Economic Review, 96(4), 1271–1282.CrossRef
go back to reference Ferejohn, J. A., & Fiorina, M. P. (1974). The paradox of not voting: A decision theoretic analysis. American Political Science Review, 68(2), 525–536.CrossRef Ferejohn, J. A., & Fiorina, M. P. (1974). The paradox of not voting: A decision theoretic analysis. American Political Science Review, 68(2), 525–536.CrossRef
go back to reference Ferejohn, J. A., & Fiorina, M. P. (1975). Closeness counts only in horseshoes and dancing. American Political Science Review, 69(3), 920–925.CrossRef Ferejohn, J. A., & Fiorina, M. P. (1975). Closeness counts only in horseshoes and dancing. American Political Science Review, 69(3), 920–925.CrossRef
go back to reference Franz, M. M., & Ridout, T. N. (2007). Does political advertising persuade? Political Behavior, 29(4), 465–491.CrossRef Franz, M. M., & Ridout, T. N. (2007). Does political advertising persuade? Political Behavior, 29(4), 465–491.CrossRef
go back to reference Franz, M. M., & Ridout, T. N. (2010). Political advertising and persuasion in the 2004 and 2008 presidential elections. American Politics Research, 38(2), 303–329.CrossRef Franz, M. M., & Ridout, T. N. (2010). Political advertising and persuasion in the 2004 and 2008 presidential elections. American Politics Research, 38(2), 303–329.CrossRef
go back to reference Freedman, P., Franz, M. M., & Goldstein, K. (2004). Campaign advertising and democratic citizenship. American Journal of Political Science, 48(4), 723–741.CrossRef Freedman, P., Franz, M. M., & Goldstein, K. (2004). Campaign advertising and democratic citizenship. American Journal of Political Science, 48(4), 723–741.CrossRef
go back to reference Gerber, A. S., Gimpel, J. G., Green, D. P., & Shaw, D. R. (2011). How large and long-lasting are the persuasive effects of televised campaign ads? Results from a randomized field experiment. American Political Science Review, 105, 135–150.CrossRef Gerber, A. S., Gimpel, J. G., Green, D. P., & Shaw, D. R. (2011). How large and long-lasting are the persuasive effects of televised campaign ads? Results from a randomized field experiment. American Political Science Review, 105, 135–150.CrossRef
go back to reference Goldstein, K., & Freedman, P. (2000). New evidence for new arguments: Money and advertising in the 1996 Senate elections. Journal of Politics, 62(04), 1087–1108.CrossRef Goldstein, K., & Freedman, P. (2000). New evidence for new arguments: Money and advertising in the 1996 Senate elections. Journal of Politics, 62(04), 1087–1108.CrossRef
go back to reference Goldstein, K., & Freedman, P. (2002). Campaign advertising and voter turnout: New evidence for a stimulation effect. Journal of Politics, 64(03), 721–740.CrossRef Goldstein, K., & Freedman, P. (2002). Campaign advertising and voter turnout: New evidence for a stimulation effect. Journal of Politics, 64(03), 721–740.CrossRef
go back to reference Goldstein, K., Niebler, S., Neiheisel, J., & Holleque, M. (2011). Presidential, congressional, and gubernatorial advertising, 2008. Combined File. Initial release. Madison, WI: The University of Wisconsin Advertising Project, the Department of Political Science at the University of Wisconsin-Madison. Goldstein, K., Niebler, S., Neiheisel, J., & Holleque, M. (2011). Presidential, congressional, and gubernatorial advertising, 2008. Combined File. Initial release. Madison, WI: The University of Wisconsin Advertising Project, the Department of Political Science at the University of Wisconsin-Madison.
go back to reference Gordon, B. R., & Hartmann, W. R. (2013). Advertising effects in presidential elections. Marketing Science, 32(1), 19–35.CrossRef Gordon, B. R., & Hartmann, W. R. (2013). Advertising effects in presidential elections. Marketing Science, 32(1), 19–35.CrossRef
go back to reference Grier, K. B. (1989). Campaign spending and Senate elections, 1978–84. Public Choice, 63(3), 201–219.CrossRef Grier, K. B. (1989). Campaign spending and Senate elections, 1978–84. Public Choice, 63(3), 201–219.CrossRef
go back to reference Hastie, R., & Park, B. (1986). The relationship between memory and judgment depends on whether the judgment task is memory-based or online. Psychological Review, 93(3), 258–268.CrossRef Hastie, R., & Park, B. (1986). The relationship between memory and judgment depends on whether the judgment task is memory-based or online. Psychological Review, 93(3), 258–268.CrossRef
go back to reference Hill, S. J., Lo, J., Vavreck, L., & Zaller, J. (2013). How quickly we forget: The duration of persuasion effects from mass communication. Political Communication, 30(4), 521–547.CrossRef Hill, S. J., Lo, J., Vavreck, L., & Zaller, J. (2013). How quickly we forget: The duration of persuasion effects from mass communication. Political Communication, 30(4), 521–547.CrossRef
go back to reference Hillygus, D. S. (2005). Campaign effects and the dynamics of turnout intention in election 2000. Journal of Politics, 67(1), 50–68.CrossRef Hillygus, D. S. (2005). Campaign effects and the dynamics of turnout intention in election 2000. Journal of Politics, 67(1), 50–68.CrossRef
go back to reference Hillygus, D. S., & Shields, T. G. (2008). The persuadable voter: Wedge issues in presidential campaigns. Princeton: Princeton University Press.CrossRef Hillygus, D. S., & Shields, T. G. (2008). The persuadable voter: Wedge issues in presidential campaigns. Princeton: Princeton University Press.CrossRef
go back to reference Holbrook, T. M. (1994). Campaigns, national conditions, and US presidential elections. American Journal of Political Science, 38(4), 973–998.CrossRef Holbrook, T. M. (1994). Campaigns, national conditions, and US presidential elections. American Journal of Political Science, 38(4), 973–998.CrossRef
go back to reference Holbrook, T. M. (1996). Do campaigns matter? Volume 1 of contemporary American politics. Thousand Oaks, CA: SAGE Publications. Holbrook, T. M. (1996). Do campaigns matter? Volume 1 of contemporary American politics. Thousand Oaks, CA: SAGE Publications.
go back to reference Huber, G. A., & Arceneaux, K. (2007). Identifying the persuasive effects of presidential advertising. American Journal of Political Science, 51(4), 957–977.CrossRef Huber, G. A., & Arceneaux, K. (2007). Identifying the persuasive effects of presidential advertising. American Journal of Political Science, 51(4), 957–977.CrossRef
go back to reference Krasno, J. S., & Green, D. P. (2008). Do televised presidential ads increase voter turnout? Evidence from a natural experiment. Journal of Politics, 70(01), 245–261.CrossRef Krasno, J. S., & Green, D. P. (2008). Do televised presidential ads increase voter turnout? Evidence from a natural experiment. Journal of Politics, 70(01), 245–261.CrossRef
go back to reference Levitt, S. D. (1994). Using repeat challengers to estimate the effect of campaign spending on election outcomes in the U.S. House. Journal of Political Economy, 102(4), 777–798.CrossRef Levitt, S. D. (1994). Using repeat challengers to estimate the effect of campaign spending on election outcomes in the U.S. House. Journal of Political Economy, 102(4), 777–798.CrossRef
go back to reference Lott, J. R., Jr. (1991). Does additional campaign spending really hurt incumbents?: The theoretical importance of past investments in political brand name. Public Choice, 72(1), 87–92.CrossRef Lott, J. R., Jr. (1991). Does additional campaign spending really hurt incumbents?: The theoretical importance of past investments in political brand name. Public Choice, 72(1), 87–92.CrossRef
go back to reference Lovett, M., & Peress, M. (2015). Targeting political advertising on television. Quarterly Journal of Political Science, 10(3), 391–432.CrossRef Lovett, M., & Peress, M. (2015). Targeting political advertising on television. Quarterly Journal of Political Science, 10(3), 391–432.CrossRef
go back to reference Matsusaka, J. G. (1995). Explaining voter turnout patterns: An information theory. Public Choice, 84(1–2), 91–117.CrossRef Matsusaka, J. G. (1995). Explaining voter turnout patterns: An information theory. Public Choice, 84(1–2), 91–117.CrossRef
go back to reference Mueller, D. C. (1986). Rational egoism versus adaptive egoism as fundamental postulate for a descriptive theory of human behavior. Public Choice, 51(1), 3–23.CrossRef Mueller, D. C. (1986). Rational egoism versus adaptive egoism as fundamental postulate for a descriptive theory of human behavior. Public Choice, 51(1), 3–23.CrossRef
go back to reference Mueller, D. C. (2003). Public Choice III. Cambridge: Cambridge University Press.CrossRef Mueller, D. C. (2003). Public Choice III. Cambridge: Cambridge University Press.CrossRef
go back to reference Mueller, D. C., & Stratmann, T. (1994). Informative and persuasive campaigning. Public Choice, 81(1/2), 55–77.CrossRef Mueller, D. C., & Stratmann, T. (1994). Informative and persuasive campaigning. Public Choice, 81(1/2), 55–77.CrossRef
go back to reference Nelson, P. (1974). Advertising as information. Journal of Political Economy, 82(4), 729–754.CrossRef Nelson, P. (1974). Advertising as information. Journal of Political Economy, 82(4), 729–754.CrossRef
go back to reference Nelson, P. (1976). Political information. Journal of Law and Economics, 19(2), 315–336.CrossRef Nelson, P. (1976). Political information. Journal of Law and Economics, 19(2), 315–336.CrossRef
go back to reference Riker, W. H., & Ordeshook, P. C. (1968). A theory of the calculus of voting. American Political Science Review, 62(1), 25–42.CrossRef Riker, W. H., & Ordeshook, P. C. (1968). A theory of the calculus of voting. American Political Science Review, 62(1), 25–42.CrossRef
go back to reference Riker, W. H., & Ordeshook, P. C. (1973). Introduction to positive political theory. Englewood Cliffs, NJ: Prentice-Hall. Riker, W. H., & Ordeshook, P. C. (1973). Introduction to positive political theory. Englewood Cliffs, NJ: Prentice-Hall.
go back to reference Shachar, R. (2009). The political participation puzzle and marketing. Journal of Marketing Research, 46(6), 798–815.CrossRef Shachar, R. (2009). The political participation puzzle and marketing. Journal of Marketing Research, 46(6), 798–815.CrossRef
go back to reference Shachar, R., & Nalebuff, B. (1999). Follow the leader: Theory and evidence on political participation. American Economic Review, 89(3), 525–547.CrossRef Shachar, R., & Nalebuff, B. (1999). Follow the leader: Theory and evidence on political participation. American Economic Review, 89(3), 525–547.CrossRef
go back to reference Shaw, D. R. (1999). The effect of TV ads and candidate appearances on statewide presidential votes, 1988–96. American Political Science Review, 93(2), 345–361.CrossRef Shaw, D. R. (1999). The effect of TV ads and candidate appearances on statewide presidential votes, 1988–96. American Political Science Review, 93(2), 345–361.CrossRef
go back to reference Spenkuch, J. L., & Toniatti, D. (2018). Political advertising and election results. Quarterly Journal of Economics, 133(4), 1981–2036.CrossRef Spenkuch, J. L., & Toniatti, D. (2018). Political advertising and election results. Quarterly Journal of Economics, 133(4), 1981–2036.CrossRef
go back to reference Train, K. (2009). Discrete choice methods with simulation (2nd ed.). Cambridge: Cambridge University Press. Train, K. (2009). Discrete choice methods with simulation (2nd ed.). Cambridge: Cambridge University Press.
go back to reference Tullock, G. (1967). Toward a mathematics of politics. Ann Arbor: University of Michigan Press. Tullock, G. (1967). Toward a mathematics of politics. Ann Arbor: University of Michigan Press.
go back to reference Urban, C., & Niebler, S. (2014). Dollars on the sidewalk: Should U.S. presidential candidates advertise in uncontested states? American Journal of Political Science, 58(2), 322–336.CrossRef Urban, C., & Niebler, S. (2014). Dollars on the sidewalk: Should U.S. presidential candidates advertise in uncontested states? American Journal of Political Science, 58(2), 322–336.CrossRef
go back to reference Zaller, J. R., & Feldman, S. (1992). A simple theory of the survey response: Answering questions versus revealing preferences. American Journal of Political Science, 36(3), 579–616.CrossRef Zaller, J. R., & Feldman, S. (1992). A simple theory of the survey response: Answering questions versus revealing preferences. American Journal of Political Science, 36(3), 579–616.CrossRef
go back to reference Zaller, J. R. (1992). The nature and origins of mass opinion. Cambridge studies in public opinion and political psychology, Cambridge University Press. Cambridge Books Online. Zaller, J. R. (1992). The nature and origins of mass opinion. Cambridge studies in public opinion and political psychology, Cambridge University Press. Cambridge Books Online.
Metadata
Title
Decomposing political advertising effects on vote choices
Author
Wilson Law
Publication date
13-10-2020
Publisher
Springer US
Published in
Public Choice / Issue 3-4/2021
Print ISSN: 0048-5829
Electronic ISSN: 1573-7101
DOI
https://doi.org/10.1007/s11127-020-00849-8

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