Skip to main content Accessibility help
×
Hostname: page-component-cd9895bd7-lnqnp Total loading time: 0 Render date: 2024-12-22T19:20:48.802Z Has data issue: false hasContentIssue false

10 - Predicting Biased Voting Behavior with Implicit Attitude Measures: Results from a Voting Experiment and the 2008 Presidential Election

from Section II - Do Measures of Implicit Bias Predict Cognition and Behavior?

Published online by Cambridge University Press:  aN Invalid Date NaN

Jon A. Krosnick
Affiliation:
Stanford University, California
Tobias H. Stark
Affiliation:
Utrecht University, The Netherlands
Amanda L. Scott
Affiliation:
The Strategy Team, Columbus, Ohio
Get access

Summary

Researchers in cognitive psychology have proposed that there are two distinct cognitive systems or dual processes underlying reasoning: automatic (implicit) processing and effortful (explicit) processing. Multiple measures have since been developed to capture implicit attitudes. However, do these new measures truly capture implicit attitudes? And can these implicit measures be used interchangeably? To answer this question, we investigated the differences between two of the most popular implicit attitudes measures used in the study of political behavior, the Implicit Association Test (IAT) and the Affect Misattribution Procedure (AMP). We examined data from an original survey experiment investigating gender attitudes and a nationally representative survey that measured racial attitudes. We found that it is important to consider implicit measures alongside explicit measures, as they are not redundant measures. However, when implicit attitudes are measured with the IAT, our inferences are more consistent with predictions of dual process accounts. Moreover, the IAT picks up out-group bias in a way that the AMP does not. The two studies point to the presence of significant differences between different types of implicit measures, and a need to reconsider how implicit attitudes are measured.

Type
Chapter
Information
Publisher: Cambridge University Press
Print publication year: 2025

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Arkes, H. R., & Tetlock, P. E. (2004). Attributions of implicit prejudice, or “Would Jesse Jackson ‘fail’ the Implicit Association Test? Psychological Inquiry, 15, 257278.CrossRefGoogle Scholar
Bar-Anan, Y., & Nosek, B. A. (2012). Reporting intentional rating of the primes predicts priming effects in the Affective Misattribution Procedure. Personality and Social Psychology Bulletin, 38(9), 11941208.CrossRefGoogle ScholarPubMed
Bar-anan, Y., & Nosek, B. A. (2014). A comparative investigation of seven indirect attitude measures. Behavior Research, 46, 668688.CrossRefGoogle ScholarPubMed
Bargh, J. A. (1999). The cognitive monster: The case against the controllability of automatic stereotype effects. In Chaiken, S. & Trope, Y. (Eds.), Dual-Process Theories in Social Psychology. New York, NY: The Guilford Press, 361382.Google Scholar
Birkett, N. J. (1986). Selecting the number of response categories for a likert-type scale. Presented at the Annual Meeting of the American Statistical Association.Google Scholar
Blanton, H., & Jaccard, J. (2017). You can’t assess the forest if you can’t assess the trees: Psychometric challenges to measuring implicit bias in crowds. Psychological Inquiry, 28(4), 249257.CrossRefGoogle Scholar
Braver, S. L., & Braver, W. (1988). The statistical treatment of the solomon four-group design: A meta-analytic approach. Psychological Bulletin, 104, 150154.CrossRefGoogle Scholar
Brownstein, M., Madva, A., & Gawronski, B. (2019). What do implicit measures measure? Cognitive Science, 10(5), e 1501.Google ScholarPubMed
Campbell, A., Converse, P. E., Miller, W. E., et al. (1960). The American Voter. New York, NY: Wiley.Google Scholar
Cunningham, W. A., Preacher, K. J., & Banaji, M. R. (2001). Research article consistency, stability, and convergent validity. Psychological Science, 12(2), 163170.CrossRefGoogle ScholarPubMed
Debell, M., Krosnick, J. A., & Lupia, A. (2010). Methodology report and user’s guide for the 2008–2009 ANES Panel Study. Stanford University and the University of Michigan, Palo Alto, CA, and Ann Arbor, MI.Google Scholar
Dovidio, J. F., & Gaertner, S. L. (2000). Aversive racism and selection decisions: 1989 and 1999. Psychological Science, 11(4), 315319.CrossRefGoogle ScholarPubMed
Dovidio, J. F., Kawakami, K., & Beach, K. R. (2001). Implicit and explicit attitudes: Examination of the relationship between measures of intergroup bias. In Brown, R. & Gaertner, S. L. (Eds.), Blackwell Handbook of Social Psychology: Intergroup Processes. Malden, MA: Blackwell Publishing, pp. 175197.Google Scholar
Dovidio, J. F., Kawakami, K., & Gaertner, S. L. L. (2002). Implicit and explicit prejudice and interracial interactions. Journal of Personality and Social Psychology, 82, 6268.CrossRefGoogle Scholar
Evans, J. S. B. T. (2003). In two minds: Dual-process accounts of reasoning. Trends in Cognitive Sciences, 7(10), 454459.CrossRefGoogle ScholarPubMed
Evans, J. S. B. T. (2010). Thinking Twice: Two Minds in One Brain. New York, NY: Oxford University Press.Google Scholar
Fazio, R. H., & Olson, M. A. (2003). Implicit measures in social cognition research: Their meaning and uses. Annual Review of Psychology, 54, 297327.CrossRefGoogle Scholar
Gawronski, B. (2019). Six lessons for a cogent science of implicit bias and its criticism. Perspectives on Psychological Science, 14(4), 574595.CrossRefGoogle ScholarPubMed
Gawronski, B., & Bodenhausen, G. V. (2007). Unraveling the processes underlying evaluation: Attitudes from the perspective of the ape model. Social Cognition, 25(5), 687717.CrossRefGoogle Scholar
Gawronski, B., Peters, K. R., Brochu, P. M., et al. (2008). Personality and social psychology bulletin understanding the relations between different forms of racial prejudice: A cognitive consistency perspective. Personality and Social Psychology Bulletin, 34, 648665.CrossRefGoogle ScholarPubMed
Green, D. P., Palmquist, B., * Schickler, E. (2002). Partisan Hearts and Minds: Political Parties and the Social Identities of Voters. New Haven, CT: Yale University Press.Google Scholar
Greenwald, A. G., & Banaji, M. R. (1995). Implicit social cognition: Attitudes, self-esteem, and stereotypes. Psychological Review, 192, 427.CrossRefGoogle Scholar
Greenwald, A. G., Banaji, M. R., Rudman, L. A., et al. (2002). A unified theory of implicit attitudes, stereotypes, self-esteem, and self-concept. Psychological Review, 109, 325.CrossRefGoogle ScholarPubMed
Greenwald, A. G., Banaji, M. R., & Sriram, N. (2007). Proposal: Implicit Association Tests for racial attitudes and gender stereotypes 2007-2009 ANES panel study.Google Scholar
Greenwald, A. G., McGhee, D. E., & Schwartz, J. L. K. (1998). Measuring individual differences in implicit cognition: The implicit association test. Journal of Personality and Social Psychology, 74, 14641480.CrossRefGoogle ScholarPubMed
Gregg, A. P. (2000). The Hare and the Tortoise: The Origins and Dynamics of Explicit and Implicit Attitudes. Master’s Thesis, Yale University.Google Scholar
Hoffman, W., Gschwender, T., Castelli, L., et al. (2005). Implicit and explicit attitudes and interracial interaction: The moderating role of situationally available control resources. Group Processes and Intergroup Relations, 11(1), 6987.CrossRefGoogle Scholar
Kalton, G., Roberts, J., & Holt, D. (1980). The effects of offering a middle response. The Statistician, 29, 6579.CrossRefGoogle Scholar
Kam, C. D. (2007). Implicit attitudes, explicit choices: When subliminal priming predicts candidate preference. Political Behavior, 29, 343367.CrossRefGoogle Scholar
Kinder, D. R. and Sanders, L. M. (1996). Divided by color: Racial Politics and Democratic Ideals. University of Chicago Press, Chicago, IL.Google Scholar
Lewis-Beck, M. S., Jacoby, W. G., Norpoth, H., et al. (2008). The American Voter Revisited. New Haven, CT: University of Michigan Press.CrossRefGoogle Scholar
Lissetz, R.W., & Green, S. B. (1975). Effect of the number of scale points on reliability: A Monte Carlo approach. Journal of Applied Psychology, 60, 1013.CrossRefGoogle Scholar
Mitchell, G. (2018). An implicit bias primer. Virginia Journal of Social Policy and the Law, 25(1), 2759.Google Scholar
Mo, C. H. (2015). The consequences of explicit and implicit gender attitudes and candidate quality in the calculations of voters. Political Behavior, 37(2), 357395.CrossRefGoogle Scholar
Mullinix, K. J., Leeper, T. J., Druckman, J. N., et al. (2015). The generalizability of survey experiments. Journal of Experimental Political Science, 2(2), 109138.CrossRefGoogle Scholar
Nosek, B. A., Greenwald, A. G., & Banaji, M. R. (2007). The implicit association test at age 7: A methodological and conceptual review. In J. A. Bargh, J. A. (Ed.), Automatic Processes in Social Thinking and Behavior. New York, NY: Psychology Press, pp. 265292.Google Scholar
Nosek, B. A., & Hansen, J. (2008). The association in our heads belong to us: Searching for attitudes and knowledge in implicit evaluation. Cognition and Emotion, 22, 553594.CrossRefGoogle Scholar
Nosek, B. A., Hawkins, C. B., & Frazier, R. S. (2011). Implicit social cognition: From measures to mechanisms. Trends in Cognitive Sciences, 15(4), 152159.CrossRefGoogle ScholarPubMed
Olson, M. A., & Fazio, R. H. (2003). Relations between implicit measures of prejudice: What are we measuring? Psychological Science, 14(6), 636639.CrossRefGoogle ScholarPubMed
Payne, B. K. (2012). Attitude misattribution: Implications for attitude measurement and the implicit-explicit relationship. In Attitudes: Insights from the New Implicit Measures. Abingdon: Taylor and Francis.Google Scholar
Payne, B. K., Burkley, M. A., & Stokes, M. B. (2008). Why do implicit and explicit attitude tests diverge? The role of structural fit. Journal of Personality and Social Psychology, 94(1), 16.CrossRefGoogle ScholarPubMed
Payne, B. K., Cheng, C. M., Govorun, O., et al. (2005). An inkblot for attitudes: Affect misattribution as implicit measurement. Journal of Personality and Social Psychology, 89(3), 277293.CrossRefGoogle ScholarPubMed
Payne, B. K., Krosnick, J. A., Pasek, J., et al. (2010). Implicit and explicit prejudice in the 2008 American presidential election. Journal of Experimental Social Psychology, 46(2), 367374.CrossRefGoogle Scholar
Payne, K., & Lundberg, K. (2014). The Affect Misattribution Procedure: Ten years of evidence on reliability, validity, and mechanisms. Social and Personality Psychology Compass, 8(12), 672686.CrossRefGoogle Scholar
Perez, E. O. (2010). Explicit evidence on the import of implicit attitudes: The IAT and immigration policy judgments. Political Behavior, 32, 517545.CrossRefGoogle Scholar
Pérez, E. O. (2013). Implicit attitudes: Meaning, measurement, and synergy with political science. Politics, Groups and Identities, 1(2), 275297.CrossRefGoogle Scholar
Petty, R. E., & Briñol, P. (2006). A metacognitive approach to” implicit” and “explicit” evaluations: Comment on Gawronski and Bodenhausen (2007).CrossRefGoogle Scholar
Rudman, L. A. (2004). Sources of implicit attitudes. Current Directions in Psychological Science, 13(2), 7982.CrossRefGoogle Scholar
Sanbonmatsu, K. (2002). Gender stereotypes and vote choice. American Journal of Political Science, 46(1), 2034.CrossRefGoogle Scholar
Sanbonmatsu, K., Dolan, K. A. (2007). Gender stereotypes and gender preferences on the 2006 ANES pilot study. In A Report to the ANES Board of Overseers.Google Scholar
Smith, E. R., & DeCoster, J. (1999). Associate and rule-based processing: A connectionist interpretation of dual-process models. In Chaiken, S. & Trope, Y. (Eds.), Dual-Process Theories in Social Psychology. New York, NY: Guilford Press, pp. 323336.Google Scholar
Solomon, R. L. (1949). An extension of control group design. Psychological Bulletin, 46, 137150.CrossRefGoogle ScholarPubMed
Sriram, N., & Greenwald, A. G. (2009). The brief Implicit Association Test. Experimental Psychology, 56, 283294.CrossRefGoogle ScholarPubMed
Stanovich, K. E., & West, R. F. (2000). Individual differences in reasoning: Implications for the rationality debate. Behavioral and Brain Sciences, 23(5), 645665.CrossRefGoogle ScholarPubMed
Taylor, D. M., & Doria, J. R. (1981). Self-serving and group-serving bias in attribution. The Journal of Social Psychology, 113(2), 201211.CrossRefGoogle Scholar
Wilson, T. D., Lindsey, S., & Schooler, T. Y. (2000). A model of dual attitudes. Psychological Review, 107(1), 101126.CrossRefGoogle Scholar
Yeager, D. S., Krosnick, J. A., Chiang, L., et al. (2009). Comparing the accuracy of RDD telephone surveys and internet surveys conducted with probability and non-probability samples.Google Scholar

Save book to Kindle

To save this book to your Kindle, first ensure [email protected] is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×