APS

2025 APS Annual Convention · 2025

Algorithm Aversion Persists: Experience Reduces Trust, Customizability Offers No Solution

Washington, DC · May 2025

Poster · Industrial/Organizational

  • Kaitlyn Kilburn
    Middle Tennessee State University
  • Alexander Jackson
    Middle Tennessee State University

Abstract

This study examined whether the customizability of decision aids increases user trust, accounting for prior experience. Findings revealed that while prior experience decreased trust, customizability had no significant effect. These results suggest that alternative strategies, like transparency and feedback, may help overcome algorithm aversion and foster trust in decision aids.

Decision Making

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