The Motivation Paradox: How Algorithmic Management Affects Employee Proactivity

Analyzed the psychological impact of AI-driven management on workforce proactivity. Applying Self-Determination Theory, I explored the "Motivation Paradox"—where algorithmic efficiency inadvertently erodes employee autonomy and intrinsic drive. I developed the "Collaborative Autonomy" model, identifying the critical boundary between AI as an empowering tool versus a restrictive supervisor. This research proposes strategies for future leaders to integrate AI into organizations without compromising human creativity, completing my trilogical study on the intersection of AI, behavioral economics, and human agency in modern business.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-22
DOI
https://doi.org/10.5281/zenodo.18728075
Primary Topic
Innovation, Sustainability, Human-Machine Systems
Type
article
Field-Weighted Citation Impact
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article

The Motivation Paradox: How Algorithmic Management Affects Employee Proactivity

Shuzo Kojima
Zenodo (CERN European Organization for Nuclear Research)
Innovation, Sustainability, Human-Machine Systems
article

The Motivation Paradox: How Algorithmic Management Affects Employee Proactivity

Shuzo Kojima
article en

Abstract

Analyzed the psychological impact of AI-driven management on workforce proactivity. Applying Self-Determination Theory, I explored the "Motivation Paradox"—where algorithmic efficiency inadvertently erodes employee autonomy and intrinsic drive. I developed the "Collaborative Autonomy" model, identifying the critical boundary between AI as an empowering tool versus a restrictive supervisor. This research proposes strategies for future leaders to integrate AI into organizations without compromising human creativity, completing my trilogical study on the intersection of AI, behavioral economics, and human agency in modern business.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 53%
Innovation, Sustainability, Human-Machine Systems
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The Motivation Paradox: How Algorithmic Management Affects Employee Proactivity — Shuzo Kojima · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS