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Reducing implicit racial preferences: III. A process-level examination of changes in implicit preferences.

Jimmy Calanchini1, Calvin K Lai2, Karl Christoph Klauer3

  • 1Department of Psychology.

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Summary

Implicit bias interventions can alter automatic associations or conscious control processes. Some methods effectively change both, while others only impact control, and some show no reliable effects on implicit bias.

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Area of Science:

  • Social Psychology
  • Cognitive Psychology
  • Intervention Science

Background:

  • Implicit bias change was traditionally viewed as altering learned associations.
  • Emerging research suggests implicit bias change can also involve modifying control processes that regulate association expression.

Purpose of the Study:

  • To investigate the process-level effects of 17 distinct implicit bias-reduction interventions.
  • To determine which underlying psychological processes (associations vs. control) are affected by different intervention types.

Main Methods:

  • Analysis of data from over 20,000 participants completing various interventions or a control condition.
  • Utilized the Quadruple process model on race Implicit Association Test (IAT) responses to differentiate process effects.
  • Meta-analysis of intervention parameter estimates categorized by intervention features.

Main Results:

  • Interventions using counterstereotypic exemplars or bias override strategies affected both associations and control processes.
  • Evaluative conditioning interventions influenced only control processes.
  • Interventions focusing on egalitarian values, perspective-taking, or emotion showed no reliable effects on examined processes.
  • When associations were affected, reductions were more common in positive White associations than negative Black associations.

Conclusions:

  • Implicit bias interventions can differentially impact associative and control processes.
  • Findings extend dual-process models by demonstrating intervention effects on response biases.
  • Connects specific intervention characteristics to changes in the underlying mechanisms of implicit bias.