Trust by Design: How Glass Box AI Shapes User Acceptance through Explainability

Abstract

AI is increasingly used in high-stakes domains such as healthcare, yet decision processes are often opaque. This study asks whether explainability improves user trust and acceptance. Building on Karg’s Path Model of Trust in AI, it focuses on process-level explainability as a core design element.