The Automation–Augmentation Paradox in New Product Development: A Curvilinear Model of Digital Employee Adoption and Perceived Teamwork Performance

This study investigates the paradoxical impact of AI-driven digital employees on the new product development project performance. Integrating sociotechnical systems and ambidexterity theory, we tested a moderated mediation model using three-wave, time-lagged survey data from 396 employees engaged in new product development projects. The findings reveal an inverted U-shaped relationship between digital employee adoption and perceived teamwork performance. This nonlinear effect is explained by the differential mediation of ambidextrous innovation. Digital employee adoption promotes exploitation linearly but has a curvilinear effect on exploration. Furthermore, customer participation in value cocreation strengthens the exploitation path while mitigating the potential negative effects on exploration.

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Publication Details

Journal
Project Management Journal
Published
2026-04-01
DOI
https://doi.org/10.1177/87569728261433454
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

The Automation–Augmentation Paradox in New Product Development: A Curvilinear Model of Digital Employee Adoption and Perceived Teamwork Performance

Wenzhi Zheng, Andreea Claudia Șerban, Jun Wang, Rongji Xiao
Project Management Journal
AI in Service Interactions
article

The Automation–Augmentation Paradox in New Product Development: A Curvilinear Model of Digital Employee Adoption and Perceived Teamwork Performance

Wenzhi Zheng, Andreea Claudia Șerban, Jun Wang, Rongji Xiao
article en

Abstract

This study investigates the paradoxical impact of AI-driven digital employees on the new product development project performance. Integrating sociotechnical systems and ambidexterity theory, we tested a moderated mediation model using three-wave, time-lagged survey data from 396 employees engaged in new product development projects. The findings reveal an inverted U-shaped relationship between digital employee adoption and perceived teamwork performance. This nonlinear effect is explained by the differential mediation of ambidextrous innovation. Digital employee adoption promotes exploitation linearly but has a curvilinear effect on exploration. Furthermore, customer participation in value cocreation strengthens the exploitation path while mitigating the potential negative effects on exploration.

Project Management Journal
Huaqiao University (CN), National Taiwan Normal University (TW), Ming Chuan University (TW), Bucharest University of Economic Studies (RO)
Industry, innovation and infrastructure
Openalex Percentile: Top 27%
AI in Service Interactions
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