The Role of Explainable AI (XAI) in Organizational Performance: An Empowerment Perspective

As explainable AI (XAI) becomes more prevalent in organizational decision-making, its impact on organizational performance remains underexplored and requires deeper investigation. This conceptual paper develops a theoretical model linking explainable AI (XAI) to organizational performance through psychological empowerment. Drawing on empowerment theory, we propose that XAI enhances users’ perceived competence, autonomy, and impact, moderated by trust calibration. We present four propositions outlining the relationships between XAI, psychological empowerment, and organizational performance. Our model contributes to the XAI, information systems (IS), and decision analytics literature by offering a socio-technical lens and a foundation for future empirical validation.

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Publication Details

Journal
ScholarSpace (University of Hawaii at Manoa)
Published
2025-12-23
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
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article

The Role of Explainable AI (XAI) in Organizational Performance: An Empowerment Perspective

Yiliao Song, Ariel K.H. Lui, Jun Wu, Samar Fatima et al.
ScholarSpace (University of Hawaii at Manoa)
Explainable Artificial Intelligence (XAI)
article

The Role of Explainable AI (XAI) in Organizational Performance: An Empowerment Perspective

Yiliao Song, Ariel K.H. Lui, Jun Wu, Samar Fatima, Yee Ling Boo
article en

Abstract

As explainable AI (XAI) becomes more prevalent in organizational decision-making, its impact on organizational performance remains underexplored and requires deeper investigation. This conceptual paper develops a theoretical model linking explainable AI (XAI) to organizational performance through psychological empowerment. Drawing on empowerment theory, we propose that XAI enhances users’ perceived competence, autonomy, and impact, moderated by trust calibration. We present four propositions outlining the relationships between XAI, psychological empowerment, and organizational performance. Our model contributes to the XAI, information systems (IS), and decision analytics literature by offering a socio-technical lens and a foundation for future empirical validation.

ScholarSpace (University of Hawaii at Manoa)
Peace, Justice and strong institutions
Openalex Percentile: Top 18%
Explainable Artificial Intelligence (XAI)
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The Role of Explainable AI (XAI) in Organizational Performance: An Empowerment Perspective — Yiliao Song, Ariel K.H. Lui, et al. · ScholarSpace (University of Hawaii at Manoa) (2025) | TGRS Research Map | TGRS