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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...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8424202/ https://www.ncbi.nlm.nih.gov/pubmed/34512421 http://dx.doi.org/10.3389/fpsyt.2021.723355 |
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author | Cai, Hong Xi, Hai-Tao An, Fengrong Wang, Zhiwen Han, Lin Liu, Shuo Zhu, Qianqian Bai, Wei Zhao, Yan-Jie Chen, Li Ge, Zong-Mei Ji, Mengmeng Zhang, Hongyan Yang, Bing-Xiang Chen, Pan Cheung, Teris Jackson, Todd Tang, Yi-Lang Xiang, Yu-Tao |
author_facet | Cai, Hong Xi, Hai-Tao An, Fengrong Wang, Zhiwen Han, Lin Liu, Shuo Zhu, Qianqian Bai, Wei Zhao, Yan-Jie Chen, Li Ge, Zong-Mei Ji, Mengmeng Zhang, Hongyan Yang, Bing-Xiang Chen, Pan Cheung, Teris Jackson, Todd Tang, Yi-Lang Xiang, Yu-Tao |
author_sort | Cai, Hong |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-8424202 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84242022021-09-09 The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis Cai, Hong Xi, Hai-Tao An, Fengrong Wang, Zhiwen Han, Lin Liu, Shuo Zhu, Qianqian Bai, Wei Zhao, Yan-Jie Chen, Li Ge, Zong-Mei Ji, Mengmeng Zhang, Hongyan Yang, Bing-Xiang Chen, Pan Cheung, Teris Jackson, Todd Tang, Yi-Lang Xiang, Yu-Tao Front Psychiatry Psychiatry 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. Frontiers Media S.A. 2021-08-25 /pmc/articles/PMC8424202/ /pubmed/34512421 http://dx.doi.org/10.3389/fpsyt.2021.723355 Text en Copyright © 2021 Cai, Xi, An, Wang, Han, Liu, Zhu, Bai, Zhao, Chen, Ge, Ji, Zhang, Yang, Chen, Cheung, Jackson, Tang and Xiang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Cai, Hong Xi, Hai-Tao An, Fengrong Wang, Zhiwen Han, Lin Liu, Shuo Zhu, Qianqian Bai, Wei Zhao, Yan-Jie Chen, Li Ge, Zong-Mei Ji, Mengmeng Zhang, Hongyan Yang, Bing-Xiang Chen, Pan Cheung, Teris Jackson, Todd Tang, Yi-Lang Xiang, Yu-Tao The Association Between Internet Addiction and Anxiety in Nursing Students: A Network Analysis |
title | 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_short | 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 |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8424202/ https://www.ncbi.nlm.nih.gov/pubmed/34512421 http://dx.doi.org/10.3389/fpsyt.2021.723355 |
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