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...
Main Authors: | , , , , , , , , , , , , , , , , , , |
---|---|
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 |
id |
doaj-88292b8a23ee4d16ab980764a4cf64c1 |
---|---|
record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
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 |
work_keys_str_mv |
AT hongcai theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT hongcai theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT hongcai theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT haitaoxi theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT fengrongan theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT zhiwenwang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT linhan theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT shuoliu theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT qianqianzhu theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT weibai theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT weibai theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT weibai theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yanjiezhao theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yanjiezhao theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yanjiezhao theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT lichen theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT zongmeige theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT mengmengji theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT hongyanzhang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT bingxiangyang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT panchen theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT terischeung theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT toddjackson theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yilangtang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yilangtang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yutaoxiang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yutaoxiang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yutaoxiang theassociationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT hongcai associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT hongcai associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT hongcai associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT haitaoxi associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT fengrongan associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT zhiwenwang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT linhan associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT shuoliu associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT qianqianzhu associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT weibai associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT weibai associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT weibai associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yanjiezhao associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yanjiezhao associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yanjiezhao associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT lichen associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT zongmeige associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT mengmengji associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT hongyanzhang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT bingxiangyang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT panchen associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT terischeung associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT toddjackson associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yilangtang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yilangtang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yutaoxiang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yutaoxiang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis AT yutaoxiang associationbetweeninternetaddictionandanxietyinnursingstudentsanetworkanalysis |
_version_ |
1721196533624340480 |
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 |