Many methods for reducing implicit prejudice have been identified, but little is known about their relative effectiveness. We held a research contest to experimentally compare interventions for reducing the expression of implicit racial prejudice. Teams submitted seventeen interventions that were tested an average of 3.70 times each in four studies (total N = 17,021), with rules for revising interventions between studies. Eight of seventeen interventions were effective at reducing implicit preferences for Whites compared to Blacks, particularly ones that provided experience with counterstereotypical exemplars, used evaluative conditioning methods, and provided strategies to override biases. The other nine interventions were ineffective, particularly ones that engaged participants with others' perspectives, asked participants to consider egalitarian values, or induced a positive emotion. The most potent interventions were ones that invoked high self-involvement or linked Black people with positivity and White people with negativity. No intervention consistently reduced explicit racial preferences. Furthermore, intervention effectiveness only weakly extended to implicit preferences for Asians and Hispanics. Abstract = 160 words Keywords = attitudes, racial prejudice, implicit social cognition, malleability, Implicit Association Test September 9, 2016 update: We updated this manuscript to fix several minor reporting errors that we have learned about since the publication of the manuscript in August 2014. For a summary of these updates, please see pages 67 and 68. Authors' note:This project was supported by a gift from Project Implicit. Lai and Hawkins are consultants and Nosek is an officer of Project Implicit, Inc., a non-profit organization that includes in its mission "To develop and deliver methods for investigating and applying phenomena of implicit social cognition, including especially phenomena of implicit bias based on age, race, gender or other factors. Thoughts and feelings outside of conscious awareness shape social perception, judgment and action (Bargh, 1999;Devine, 1989;Greenwald & Banaji, 1995). Nowhere has this idea been more explored than in studies of racial prejudice in which people report egalitarian racial attitudes, but also implicitly prefer Whites compared to Blacks (Devine, 1989;Dovidio, Kawakami, Johnson, Johnson, & Howard, 1997;Fazio, Jackson, Dunton, & Williams, 1995;. These studies have been influential because implicit racial preferences predict behaviors such as negative interracial contact (McConnell & Leibold, 2001), biases in medical decision-making (Green et al., 2007), and hiring discrimination (Rooth, 2010).From the hundreds of studies conducted, we can conclude that implicit preferences (1) are related to, but distinct from, explicit preferences (Greenwald & Banaji, 1995;, (2) are constructed through different mechanisms than explicit preferences (De Houwer, Teige-Mocigemba, Spruyt, & Moors, 2009;Ranganath & Nosek, 2008;Ratliff & Nosek, 2011;Rydell & McConnell, 2006), ...

Implicit preferences are malleable, but does that change last? We tested nine interventions (eight real and one sham) to reduce implicit racial preferences over time. In two studies with a total of 6,321 participants, all nine interventions immediately reduced implicit preferences. However, none were effective after a delay of several hours to several days. We also found that these interventions did not change explicit racial preferences and were not reliably moderated by motivations to respond without prejudice. Short-term malleability in implicit preferences does not necessarily lead to long-term change, raising new questions about the flexibility and stability of implicit preferences.Word Count: 100 Keywords: attitudes, racial prejudice, implicit social cognition, malleability, Implicit Association Test Full CitationLai, C. K., Skinner, A. L., Cooley, E., Murrar, S., Brauer, M., Devos, T., Calanchini, J., Xiao, Y. J., Pedram, C., Marshburn, C. K., Simon, S., Blanchar, J. C., Joy-Gaba, J. A., Conway, J., Redford, L., Klein, R. A., Roussos, G., Schellhaas, F. M. H., Burns, M., Hu, X., McLean, M. C., Axt, J. R., Asgari, S., Schmidt, K., Rubinstein., R, Marini, M., Rubichi, S., Shin,. J. L., & Nosek, B. A. (2016). Reducing implicit racial preferences: II. Intervention effectiveness across time. Journal of Experimental Psychology: General, 145, 1001-1016. REDUCING IMPLICIT RACIAL PREFERENCES 3 Reducing Implicit Racial Preferences: II. Intervention Effectiveness Across TimeEarly theories of implicit social cognition suggested that implicit associations were largely stable. These claims were supported by evidence that changes in conscious belief did not lead to corresponding changes in implicit associations (e.g., Devine, 1989;Wilson, Lindsey, & Schooler, 2000). The psychologist John Bargh referred to the stability of implicit cognitions as the "cognitive monster": "Once a stereotype is so entrenched that it becomes activated automatically, there is really little that can be done to control its influence" (p. 378, Bargh, 1999). This dominant view has changed over the past fifteen years to one of implicit malleability, with many studies finding that implicit associations are sensitive to lab-based interventions (for reviews, see Blair, 2002;Gawronski & Bodenhausen 2006;Lai, Hoffman, & Nosek, 2013). These interventions vary greatly in approach. In one, for example, participants are exposed to images of people who defy stereotypes (e.g., admired Black people / hated White people; Joy-Gaba & Nosek, 2010). In another, participants are given goals to override implicit biases (e.g., Mendoza, Gollwitzer, & Amodio, 2010;Stewart & Payne, 2008).In most of the research on implicit association change, the short-term malleability of associations is tested by administering an implicit measure immediately after the intervention. Studies examining long-term change in implicit associations are rare. In a meta-analysis on experiments to change implicit associations (Forscher, Lai, et al., 2016), only 22 (3.7%) of 585 studies ...

Overweight patients report weight discrimination in health care settings and subsequent avoidance of routine preventive health care. The purpose of this study was to examine implicit and explicit attitudes about weight among a large group of medical doctors (MDs) to determine the pervasiveness of negative attitudes about weight among MDs. Test-takers voluntarily accessed a public Web site, known as Project Implicit®, and opted to complete the Weight Implicit Association Test (IAT) (N = 359,261). A sub-sample identified their highest level of education as MD (N = 2,284). Among the MDs, 55% were female, 78% reported their race as white, and 62% had a normal range BMI. This large sample of test-takers showed strong implicit anti-fat bias (Cohen’s d = 1.0). MDs, on average, also showed strong implicit anti-fat bias (Cohen’s d = 0.93). All test-takers and the MD sub-sample reported a strong preference for thin people rather than fat people or a strong explicit anti-fat bias. We conclude that strong implicit and explicit anti-fat bias is as pervasive among MDs as it is among the general public. An important area for future research is to investigate the association between providers’ implicit and explicit attitudes about weight, patient reports of weight discrimination in health care, and quality of care delivered to overweight patients.

Implicit preferences are malleable, but does that change last? We tested nine interventions (eight real and one sham) to reduce implicit racial preferences over time. In two studies with a total of 6,321 participants, all nine interventions immediately reduced implicit preferences. However, none were effective after a delay of several hours to several days. We also found that these interventions did not change explicit racial preferences and were not reliably moderated by motivations to respond without prejudice. Short-term malleability in implicit preferences does not necessarily lead to long-term change, raising new questions about the flexibility and stability of implicit preferences.Word Count: 100