The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis

Background: Nursing students who suffer from co-occurring anxiety experience added difficulties when communicating and interacting with others in a healthy, positive, and meaningful way. Previous studies have found strong positive correlations between Internet addiction (IA) and anxiety, suggesting...

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Main Authors: Hong Cai, Hai-Tao Xi, Fengrong An, Zhiwen Wang, Lin Han, Shuo Liu, Qianqian Zhu, Wei Bai, Yan-Jie Zhao, Li Chen, Zong-Mei Ge, Mengmeng Ji, Hongyan Zhang, Bing-Xiang Yang, Pan Chen, Teris Cheung, Todd Jackson, Yi-Lang Tang, Yu-Tao Xiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Psychiatry
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2021.723355/full
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language English
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author Hong Cai
Hong Cai
Hong Cai
Hai-Tao Xi
Fengrong An
Zhiwen Wang
Lin Han
Shuo Liu
Qianqian Zhu
Wei Bai
Wei Bai
Wei Bai
Yan-Jie Zhao
Yan-Jie Zhao
Yan-Jie Zhao
Li Chen
Zong-Mei Ge
Mengmeng Ji
Hongyan Zhang
Bing-Xiang Yang
Pan Chen
Teris Cheung
Todd Jackson
Yi-Lang Tang
Yi-Lang Tang
Yu-Tao Xiang
Yu-Tao Xiang
Yu-Tao Xiang
spellingShingle Hong Cai
Hong Cai
Hong Cai
Hai-Tao Xi
Fengrong An
Zhiwen Wang
Lin Han
Shuo Liu
Qianqian Zhu
Wei Bai
Wei Bai
Wei Bai
Yan-Jie Zhao
Yan-Jie Zhao
Yan-Jie Zhao
Li Chen
Zong-Mei Ge
Mengmeng Ji
Hongyan Zhang
Bing-Xiang Yang
Pan Chen
Teris Cheung
Todd Jackson
Yi-Lang Tang
Yi-Lang Tang
Yu-Tao Xiang
Yu-Tao Xiang
Yu-Tao Xiang
The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis
Frontiers in Psychiatry
internet addiction
anxiety
nursing students
network analysis
symptoms
author_facet Hong Cai
Hong Cai
Hong Cai
Hai-Tao Xi
Fengrong An
Zhiwen Wang
Lin Han
Shuo Liu
Qianqian Zhu
Wei Bai
Wei Bai
Wei Bai
Yan-Jie Zhao
Yan-Jie Zhao
Yan-Jie Zhao
Li Chen
Zong-Mei Ge
Mengmeng Ji
Hongyan Zhang
Bing-Xiang Yang
Pan Chen
Teris Cheung
Todd Jackson
Yi-Lang Tang
Yi-Lang Tang
Yu-Tao Xiang
Yu-Tao Xiang
Yu-Tao Xiang
author_sort Hong Cai
title The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis
title_short The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis
title_full The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis
title_fullStr The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis
title_full_unstemmed The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis
title_sort association between internet addiction and anxiety in nursing students: a network analysis
publisher Frontiers Media S.A.
series Frontiers in Psychiatry
issn 1664-0640
publishDate 2021-08-01
description Background: Nursing students who suffer from co-occurring anxiety experience added difficulties when communicating and interacting with others in a healthy, positive, and meaningful way. Previous studies have found strong positive correlations between Internet addiction (IA) and anxiety, suggesting that nursing students who report severe IA are susceptible to debilitating anxiety as well. To date, however, network analysis (NA) studies exploring the nature of association between individual symptoms of IA and anxiety have not been published.Objective: This study examined associations between symptoms of IA and anxiety among nursing students using network analysis.Methods: IA and anxiety symptoms were assessed using the Internet Addiction Test (IAT) and the Generalized Anxiety Disorder Screener (GAD-7), respectively. The structure of IA and anxiety symptoms was characterized using “Strength” as a centrality index in the symptom network. Network stability was tested using a case-dropping bootstrap procedure and a Network Comparison Test (NCT) was conducted to examine whether network characteristics differed on the basis of gender and by region of residence.Results: A total of 1,070 nursing students participated in the study. Network analysis showed that IAT nodes, “Academic decline due to Internet use,” “Depressed/moody/nervous only while being off-line,” “School grades suffer due to Internet use,” and “Others complain about your time spent online” were the most influential symptoms in the IA-anxiety network model. Gender and urban/rural residence did not significantly influence the overall network structure.Conclusion: Several influential individual symptoms including Academic declines due to Internet use, Depressed/moody/nervous only while being off-line, School grades suffering due to Internet use and Others complain about one's time spent online emerged as potential targets for clinical interventions to reduce co-occurring IA and anxiety. Additionally, the overall network structure provides a data-based hypothesis for explaining potential mechanisms that account for comorbid IA and anxiety.
topic internet addiction
anxiety
nursing students
network analysis
symptoms
url https://www.frontiersin.org/articles/10.3389/fpsyt.2021.723355/full
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spelling doaj-88292b8a23ee4d16ab980764a4cf64c12021-08-25T11:18:44ZengFrontiers Media S.A.Frontiers in Psychiatry1664-06402021-08-011210.3389/fpsyt.2021.723355723355The Association Between Internet Addiction and Anxiety in Nursing Students: A Network AnalysisHong Cai0Hong Cai1Hong Cai2Hai-Tao Xi3Fengrong An4Zhiwen Wang5Lin Han6Shuo Liu7Qianqian Zhu8Wei Bai9Wei Bai10Wei Bai11Yan-Jie Zhao12Yan-Jie Zhao13Yan-Jie Zhao14Li Chen15Zong-Mei Ge16Mengmeng Ji17Hongyan Zhang18Bing-Xiang Yang19Pan Chen20Teris Cheung21Todd Jackson22Yi-Lang Tang23Yi-Lang Tang24Yu-Tao Xiang25Yu-Tao Xiang26Yu-Tao Xiang27Unit of Psychiatry, Department of Public Health and Medicinal Administration, & Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao, Macao, SAR ChinaCentre for Cognitive and Brain Sciences, University of Macau, Taipa, Macao, SAR ChinaInstitute of Advanced Studies in Humanities and Social Sciences, University of Macau, Taipa, Macao, SAR ChinaJilin University Nursing College, Changchun, ChinaThe National Clinical Research Center for Mental Disorders, Beijing Key Laboratory of Mental Disorders Beijing Anding Hospital, The Advanced Innovation Center for Human Brain Protection, School of Mental Health, Capital Medical University, Beijing, ChinaSchool of Nursing, Peking University, Beijing, ChinaSchool of Nursing, Lanzhou University, Lanzhou, ChinaSchool of Health Sciences, Wuhan University, Wuhan, ChinaThe National Clinical Research Center for Mental Disorders, Beijing Key Laboratory of Mental Disorders Beijing Anding Hospital, The Advanced Innovation Center for Human Brain Protection, School of Mental Health, Capital Medical University, Beijing, ChinaUnit of Psychiatry, Department of Public Health and Medicinal Administration, & Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao, Macao, SAR ChinaCentre for Cognitive and Brain Sciences, University of Macau, Taipa, Macao, SAR ChinaInstitute of Advanced Studies in Humanities and Social Sciences, University of Macau, Taipa, Macao, SAR ChinaUnit of Psychiatry, Department of Public Health and Medicinal Administration, & Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao, Macao, SAR ChinaCentre for Cognitive and Brain Sciences, University of Macau, Taipa, Macao, SAR ChinaInstitute of Advanced Studies in Humanities and Social Sciences, University of Macau, Taipa, Macao, SAR ChinaJilin University Nursing College, Changchun, ChinaJilin University Nursing College, Changchun, ChinaSchool of Nursing, Peking University, Beijing, ChinaSchool of Nursing, Lanzhou University, Lanzhou, ChinaSchool of Health Sciences, Wuhan University, Wuhan, ChinaSchool of Health Sciences, Wuhan University, Wuhan, ChinaSchool of Nursing, Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR China0Department of Psychology, University of Macau, Taipa, Macao, SAR China1Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, United States2Atlanta Veterans Affairs Medical Center, Decatur, GA, United StatesUnit of Psychiatry, Department of Public Health and Medicinal Administration, & Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao, Macao, SAR ChinaCentre for Cognitive and Brain Sciences, University of Macau, Taipa, Macao, SAR ChinaInstitute of Advanced Studies in Humanities and Social Sciences, University of Macau, Taipa, Macao, SAR ChinaBackground: Nursing students who suffer from co-occurring anxiety experience added difficulties when communicating and interacting with others in a healthy, positive, and meaningful way. Previous studies have found strong positive correlations between Internet addiction (IA) and anxiety, suggesting that nursing students who report severe IA are susceptible to debilitating anxiety as well. To date, however, network analysis (NA) studies exploring the nature of association between individual symptoms of IA and anxiety have not been published.Objective: This study examined associations between symptoms of IA and anxiety among nursing students using network analysis.Methods: IA and anxiety symptoms were assessed using the Internet Addiction Test (IAT) and the Generalized Anxiety Disorder Screener (GAD-7), respectively. The structure of IA and anxiety symptoms was characterized using “Strength” as a centrality index in the symptom network. Network stability was tested using a case-dropping bootstrap procedure and a Network Comparison Test (NCT) was conducted to examine whether network characteristics differed on the basis of gender and by region of residence.Results: A total of 1,070 nursing students participated in the study. Network analysis showed that IAT nodes, “Academic decline due to Internet use,” “Depressed/moody/nervous only while being off-line,” “School grades suffer due to Internet use,” and “Others complain about your time spent online” were the most influential symptoms in the IA-anxiety network model. Gender and urban/rural residence did not significantly influence the overall network structure.Conclusion: Several influential individual symptoms including Academic declines due to Internet use, Depressed/moody/nervous only while being off-line, School grades suffering due to Internet use and Others complain about one's time spent online emerged as potential targets for clinical interventions to reduce co-occurring IA and anxiety. Additionally, the overall network structure provides a data-based hypothesis for explaining potential mechanisms that account for comorbid IA and anxiety.https://www.frontiersin.org/articles/10.3389/fpsyt.2021.723355/fullinternet addictionanxietynursing studentsnetwork analysissymptoms