Human-generative AI collaboration enhances task performance but undermines human’s intrinsic motivation

In a series of four online experimental studies (total N = 3,562), we investigated the performance augmentation effect and psychological deprivation effect of human-generative AI (GenAI) collaboration in professional settings. Our findings consistently demonstrated that collaboration with GenAI enhanced immediate task performance. However, this performance augmentation effect did not persist in subsequent tasks performed independently by humans. Importantly, transitioning from collaboration with GenAI to solo work led to an increased sense of control of human workers, and was also accompanied by significant decreases in intrinsic motivation and increases in feelings of boredom. These results highlight the complex dual effects of human-GenAI collaboration: It enhances immediate task performance but can undermine long-term psychological experiences of human workers.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-04-29
DOI
https://doi.org/10.1038/s41598-025-98385-2
Citations
31
Primary Topic
Mind wandering and attention
Type
article
Field-Weighted Citation Impact
44.36

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Human-generative AI collaboration enhances task performance but undermines human’s intrinsic motivation

Suqing Wu, M. Q. Ruan, Siyu Chen, Yukun Liu et al.
31 citations
Scientific Reports
Mind wandering and attention
44.36
article

Human-generative AI collaboration enhances task performance but undermines human’s intrinsic motivation

Suqing Wu, M. Q. Ruan, Siyu Chen, Yukun Liu, Xiao‐Yun Xie
article en
31 citations

Abstract

In a series of four online experimental studies (total N = 3,562), we investigated the performance augmentation effect and psychological deprivation effect of human-generative AI (GenAI) collaboration in professional settings. Our findings consistently demonstrated that collaboration with GenAI enhanced immediate task performance. However, this performance augmentation effect did not persist in subsequent tasks performed independently by humans. Importantly, transitioning from collaboration with GenAI to solo work led to an increased sense of control of human workers, and was also accompanied by significant decreases in intrinsic motivation and increases in feelings of boredom. These results highlight the complex dual effects of human-GenAI collaboration: It enhances immediate task performance but can undermine long-term psychological experiences of human workers.

Scientific ReportsVol. 15(1)
First People's Hospital of Yuhang District (CN), Zhejiang University (CN)
National Natural Science Foundation of China, Humanities and Social Science Fund of Ministry of Education of China
Openalex Percentile: Top 0%
Mind wandering and attention
44.36
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.