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Updated: Feb 7, 2026

Smartphone Fundus Photography
Published on: July 6, 2017
大学生における過剰なスマートフォン利用時間とロック解除頻度と非自殺的自己傷害との関連
Jian Yin1, Guang-Dong Wang2, Pei-Xi Wu3
1Department of Laboratory, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, Shaanxi Province, China.
Background:
The mental health impact of smartphone use remains incompletely understood. Although several prior studies have suggested a correlation between smartphone usage and non-suicidal self-injury (NSSI), reliance on self-reported data limits the accuracy of exposure assessment. Objective measurements are needed to elucidate this relationship better.
Aim:
To examine the associations of objectively assessed smartphone duration and unlock frequency with NSSI.
Methods:
This cross-sectional study included 17851 college students from China. NSSI was assessed using the Ottawa Self-Injury Inventory, which includes ten NSSI behaviors. Smartphone duration and unlock frequency were objectively monitored through participant-submitted screenshots. Binary logistic and restricted cubic spline models were used for analyses.
Results:
Of 17851 participants, 460 (2.6%) exhibited NSSI in the past month. The mean (SD) weekly smartphone duration and unlock frequency were 49.1 (29.9) hours and 390.9 (278.2) times. After adjusting for sociodemographic characteristics, health-related behaviors, and negative life events, smartphone use was significantly and positively associated with NSSI. Compared to students with 0-21 hours/week of smartphone duration, those with ≥ 63 hours/week exhibited a significantly higher risk (odds ratio = 1.60; 95% confidence interval: 1.23-2.11). Similarly, compared to students with 0-50 times/week of smartphone unlock frequency, those with ≥ 400 times/week (odds ratio = 1.48; 95% confidence interval: 1.11-2.00) had significantly higher NSSI risk. Restricted cubic spline analyses confirmed a monotonic increase in NSSI risk with increasing smartphone duration (P value for non-linear = 0.971) and unlock frequency (P value for non-linear = 0.225).
Conclusion:
Excessive smartphone duration and unlock frequency are associated with an elevated risk of NSSI among college students, underscoring the need to consider smartphone use behaviors in NSSI prevention.
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