Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Exploring the Impact of Smartphone Addiction on Risk Decision-Making Behavior among College Students Based on fNIRS Technology

Version 1 : Received: 28 August 2023 / Approved: 29 August 2023 / Online: 29 August 2023 (11:18:58 CEST)

A peer-reviewed article of this Preprint also exists.

Liu, X.; Tian, R.; Liu, H.; Bai, X.; Lei, Y. Exploring the Impact of Smartphone Addiction on Risk Decision-Making Behavior among College Students Based on fNIRS Technology. Brain Sci. 2023, 13, 1330. Liu, X.; Tian, R.; Liu, H.; Bai, X.; Lei, Y. Exploring the Impact of Smartphone Addiction on Risk Decision-Making Behavior among College Students Based on fNIRS Technology. Brain Sci. 2023, 13, 1330.

Abstract

Smartphone Addiction is a social issue caused by excessive smartphone use, affecting decision-making processes. Current research on the risky decision-making abilities of smartphone addicts is limited. This study used the fNIRS brain imaging technique and a Sequential Risk-Taking Task experimental paradigm to investigate the decision-making behavior and brain activity of smartphone addicts under varying risk levels. Using a mixed experimental design, the research assessed decision-making ability and brain activation levels as dependent variables across two groups (addiction and control), two risk amounts (high and low), and two outcomes (gain and loss). The study included 42 participants, with 25 in the addiction group and 17 in the control group. Results indicated that risk level significantly impacted the decision-making ability of smartphone addicts, with high-risk levels leading to weaker decision-making ability and increased risk-taking. However, at low risk levels, decision-making abilities between addicts and healthy individuals showed no significant difference. Furthermore, brain imaging results using fNIRS revealed stronger brain activation in the dlPFC region for smartphone addicts under loss outcome conditions, with no significant differences between the two groups in terms of brain activation at varying risk volumes. These findings are critical in promoting healthy smartphone use, guiding clinical treatment, and advancing brain mechanism research.

Keywords

Smartphone Addiction; Risk Decision-Making; College Students; fNIRS

Subject

Biology and Life Sciences, Neuroscience and Neurology

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