Is ChatGPT detrimental to innovation? A field experiment among university students
Mazen HassaniD, Engi AminiD, Sarah MansouriD, Zeyad KelaniiD
Abstract
ChatGPT represents a momentous technological breakthrough whose implications - along with other AI innovations - are yet to fully materialize. This paper is among the first attempts to experimentally test the effect of AI applications (in the form of ChatGPT) on three dependent variables usually assumed to be AI-collaterals: innovation, readiness to exert effort, and risk behaviour. We took advantage of the delayed introduction of ChatGPT in Egypt and conducted a pre-registered field experiment with nearly 100 senior university students at a public university. Over one month during term time, participants were asked to submit three graded essay assignments. In the treatment group, students were asked to write the essays using ChatGPT whereas in the control group, such option was neither mentioned nor allowed (the experiment was fielded before ChatGPT was legally operable in Egypt). One week after all assignments were submitted, the two groups were invited to the lab to play an innovation game (deploying multiple strategies to increase the sales of a hypothetical lemonade stand), a risk game (bomb risk elicitation task), and do a real effort task. The ChatGPT group was significantly less innovative, significantly less risk averse, and exerted less effort (however not statistically significant). Our results point to possible negative effects of AI applications but need further testing and larger samples to be confirmed.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- FWCI
- 5.77
- Field percentile
- top 7%
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Lower engagement of cognitive control, attention, modulation networks and lower creativity in children while using ChatGPT: an fMRI study
Tzipi Horowitz‐Kraus, Yoed Nissan Kenett, … Rola Farah·bioRxiv·Nov 7, 2025
- ChatGPT applications in Academic Research: A Review of Benefits, Concerns, and Recommendations
A. AlZaabi, A. ALamri, … A. AalAbdulsallam·bioRxiv·Aug 17, 2023
- Benefits and Challenges of Integrating a Generative AI Assisted Reading Guide in an Undergraduate Journal Club Assignment
Ashley Ringer McDonald, Anne V. Vázquez·bioRxiv·Feb 27, 2026
- Generative AI divide: How College Students' Backgrounds Affect Their Gen AI Literacy
Jingbo Jiang, Aiqun Shao·bioRxiv·Dec 1, 2024
- A ChatGPT Assisted Reading Protocol for Undergraduate Research Students
Marcus Sambar, Gonzalo R. Vázquez, … Frank X. Vázquez·The BiophysicistPeer-reviewed·Feb 10, 2025
- Have AI-Generated Texts from LLM Infiltrated the Realm of Scientific Writing? A Large-Scale Analysis of Preprint Platforms
Huzi Cheng, Bin Sheng, … Yingfeng Zheng·bioRxiv·Mar 25, 2024