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Related Experiment Video

Updated: Jul 2, 2026

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Published on: June 16, 2018

Mobile Phone Addiction, Perceived Stress, and Morningness-Eveningness Preference in Nursing Students: A

Hongman Li¹, Zhenrong Shen¹, Yingting Jiang¹

¹School of Nursing, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China, gzucm.edu.cn.

Journal of Nursing Management

|July 1, 2026

Summary

High stress in nursing students is linked to problematic mobile phone use. Inability to control craving and productivity loss are key symptoms, with nervousness bridging stress and addiction, potentially moderated by sleep preference.

Keywords:

computer-simulated intervention mobile phone addiction moderated network analysis morningness–eveningness preference network analysis perceived stress

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Last Updated: Jul 2, 2026

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students

Published on: June 16, 2018

A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings

A Community-based Stress Management Program: Using Wearable Devices to Assess Whole Body Physiological Responses in Non-laboratory Settings

Published on: January 22, 2018

Area of Science:

Psychology
Nursing Education
Digital Health

Background:

Nursing students face high perceived stress, increasing vulnerability to problematic mobile phone use.
Morningness-eveningness preference may influence the relationship between mobile phone addiction and perceived stress.
Understanding these links is crucial for developing targeted interventions in nursing education.

Purpose of the Study:

To explore symptom-level associations between perceived stress and mobile phone addiction in nursing students.
To identify central and bridge symptoms within this network.
To investigate potential intervention targets and the moderating role of morningness-eveningness preference.

Main Methods:

Network analysis was used to map symptom interrelationships.
Computer-simulated interventions identified potential targets for reducing problematic mobile phone use.
Moderated network analysis examined the influence of morningness-eveningness preference.

Main Results:

Inability to control craving and productivity loss were identified as central symptoms.
Feelings of nervousness acted as a bridge symptom between perceived stress and mobile phone addiction.
Inability to control craving showed the strongest intervention potential, while nervousness exhibited the greatest change in simulated interventions.

Conclusions:

Network analysis and simulated interventions identified key targets for addressing mobile phone addiction in stressed nursing students.
Findings can inform student support strategies and mental health management within nursing education.
Morningness-eveningness preference may moderate the relationship between perceived stress and mobile phone addiction, suggesting personalized approaches.