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

IF 3.8 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Suqing Wu, Yukun Liu, Mengqi Ruan, Siyu Chen, Xiao-Yun Xie
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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.

人类生成的人工智能协作提高了任务绩效,但破坏了人类的内在动机。
通过四项在线实验研究(总N = 3562),我们研究了专业环境下人类生成人工智能(GenAI)协作的绩效增强效应和心理剥夺效应。我们的研究结果一致表明,与GenAI合作可以提高即时任务绩效。然而,这种性能增强效应在人类独立执行的后续任务中并不持续存在。重要的是,从与GenAI的合作过渡到单独工作导致人类工人的控制感增强,同时也伴随着内在动机的显著减少和无聊感的增加。这些结果突出了人类与基因合作的复杂双重影响:它提高了即时任务绩效,但可能破坏人类工作者的长期心理体验。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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