Pular para o conteúdo principal

ETHNOS_APP

Início • Busca • Periódicos • Lista 0

Associations Between Online Learning, Smartphone Addiction Problems, and Psychological Symptoms in Chinese College Students After the Covid-19 Pandemic

Dados Bibliográficos

ID22074608
AutoresChi Zhang (0000-0003-0034-843X, Chinese Academy of Medical Sciences & Peking Union Medical College), Jinjuan Hao (Chinese Academy of Medical Sciences & Peking Union Medical College), Ye Liu (0000-0003-1002-0358, Chinese Academy of Medical Sciences & Peking Union Medical College), Ju Cui (0000-0002-5070-0609, Chinese Academy of Medical Sciences & Peking Union Medical College, autor correspondente), Hao Yu (0009-0004-5499-5565, Chinese Academy of Medical Sciences & Peking Union Medical College, autor correspondente)
Ano2022
Volume10
Páginas881074-881074
Data de publicação2022-05-04
Peer ReviewedSim
Open AccessSim
TipoARTICLE
PeriódicoFrontiers in Public Health (JOURNAL)
Identificadores do periódicoISSN: 2296-2565 • E-ISSN: 2296-2565
EditoraFrontiers Media SA (PUBLISHER • CH)
DOI10.3389/fpubh.2022.881074
PMID35602144
OpenAlexW4225424600
IdiomaEN
Citações recebidas17
Referências citadas60

Background Smartphone-based online education gained popularity during and after the COVID-19 pandemic. Although recent studies have highlighted the association between problematic smartphone use (PSU) and mental health symptoms, the potential role of online learning in this relationship remains unclear. This study aimed t o analyze the relationships between higher education modes, PSU, and related psychological symptoms in university students. Methods A total of 1,629 Chinese university students from five provinces completed a web-based questionnaire survey between March 2020 and October 2021. Demographic characteristics and learning conditions were recorded. All participants completed the Smartphone Addiction Scale-Short Version, Patient Health Questionnaire, Generalized Anxiety Disorder Scale, and Athens Insomnia Scale. Multiple regressions models and stratified analyses were used to examine the association between online education mode, PSU, and symptoms of depression, anxiety, and insomnia. Results The prevalence of PSU was 58.5%. Students who relied primarily on online learning had a higher prevalence of depressive symptoms (29.95% vs. 22.24%), anxiety symptoms (25.13% vs. 18.91%), and insomnia symptoms (75.89% vs. 70.27%) than those who relied on traditional face-to-face learning ( Ps < 0.05). After adjusting for covariates, subjects with PSU were more likely to report depressive symptoms (AdjOR = 3.14, 95% CI = 2.26–4.37), anxiety symptoms (AdjOR = 3.73, 95% CI = 2.13–4.59), and insomnia symptoms (AdjOR = 2.96, 95% CI = 2.23–3.92) than those without PSU. Furthermore, the associations of PSU with depressive symptoms (OR = 4.66 vs. 2.33, P for interaction = 0.015) and anxiety symptoms (OR = 6.05 vs. 2.94, P for interaction = 0.021) were more pronounced in the online learning group. Conclusion Our study provides preliminary evidence that Chinese university students have serious smartphone addiction problems, which are associated with depressive, anxiety, and insomnia symptoms. Online learning is found to exacerbate PSU and mental health problems. Our findings provide valuable information for targeted psychological interventions in the post-COVID-19 era

2019-20 coronavirus outbreak · Addiction · Disease · Multimedia · Online learning · Pandemic · Pathology · Psychiatry · Smartphone addiction · Clinical Psychology · Computer Science · COVID-19 and Mental Health · Impact of Technology on Adolescents · Medicine · Perfectionism, Procrastination, Anxiety Studies · Psychology · Virology

  • Mediation and Moderation Effects of Mindfulness Between Improper Use of the Mobile Phone and Anxiety in University Students in the Post-Coronavirus Disease 2019 Pandemic Era

    Open Access•Li-Li Ch''En, Sun-Yu Gao et al.•SAGE Open•2025

  • Impact of Mobile Phone Use on College Students' Self-perceived Health During the Epidemic in China

    Jiayu Li, J W Li et al.•American Journal of Health Behavior•2024

  • Youth Characteristics and Internet Addiction in the Eastern Mediterranean Region

    Open Access•Ehab Elrewany, Ramy Mohamed Ghazy et al.•International Journal of Mental…•2025

  • The association between online learning, perceived parental relationship, anxiety, and depression symptoms among secondary school students

    Open Access•Yanqiang Tao, Haiqun Niu et al.•BMC Public Health•2024

  • Unmasking Smartphone Addiction

    Open Access•Muhammad Adeel Abid, Maliha Riaz et al.•Pakistan Social Sciences Review•2023

  • Impact of Covid-19 on the psychological and behavioral health of college students worldwide

    Open Access•Jian Li, Eryong Xue et al.•Humanities and Social Sciences…•2024

  • Students’ digital addiction and learning difficulties

    Open Access•Riin Seema, Ene Varik-Maasik•Frontiers in Education•2023

  • Perceived physical activity barriers as predictors of nomophobia levels in sports science students

    Open Access•Öznur Akpınar, Melek Kurşunel et al.•Frontiers in Public Health•2026

  • Mobile phone addiction and insomnia among college students in China during the Covid-19 pandemic

    Open Access•Jinfu Wang, Xue Xu et al.•Frontiers in Public Health•2024

  • Mental well-being and sleep quality among vocational college students in Sichuan, China during standardized Covid-19 management measures

    Open Access•Ru Gao, Hailian Wang et al.•Frontiers in Public Health•2024

  • The role of boredom proneness and self-control in the association between anxiety and smartphone addiction among college students

    Open Access•Li Zhang, Baokai Wang et al.•Frontiers in Public Health•2023

  • Negative life events and problematic smartphone use among university students

    Open Access•Chao Yang, Yang Chao et al.•Frontiers in Public Health•2026

  • Trends and Influencing Factors in Problematic Smartphone Use Prevalence (2012–2022)

    Open Access•Xiaoshan Lu, Xianli An et al.•Cyberpsychology Behavior and…•2024

  • Impact of digital addiction on youth health

    Open Access•Blen Dereje Shiferaw, Jie Tang et al.•Journal of Behavioral Addictions•2025

  • Association between depression and sleep disorder and the mediating role of smartphone addiction

    Open Access•Guojing Yuan, Zhihui Zhu et al.•Current Psychology•2024

  • A meta-analytic review of smartphone addiction prevalence in Chinese college students

    Open Access•Yake Wang, Melissa Ng Lee Yen Abdullah•Current Psychology•2026

  • Association of smartphone and internet addiction with mental health during the Covid-19 pandemic

    Open Access•Phuong Thu Thi Pham, Truc Thanh Thai et al.•International Journal of Social…•2025

  • Mental health of college students during the Covid-19 epidemic in China

    Open Access•Wenning Fu, Shijiao Yan et al.•Journal of Affective Disorders•2021

  • Sleep problems during Covid-19 pandemic and its’ association to psychological distress

    Open Access•Zainab Alimoradi, Anders Broström et al.•EClinicalMedicine•2021

  • Prevalence of anxiety symptom and depressive symptom among college students during Covid-19 pandemic

    Open Access•Jun-Jie Chang, Yan Ji et al.•Journal of Affective Disorders•2021

  • Perceptions of medical students towards online teaching during the Covid-19 pandemic

    Open Access•Samiullah Dost, Aleena Hossain et al.•BMJ Open•2020

  • Social Implications of Smartphone Use

    Open Access•Namsu Park, Hyunjoo Lee•Cyberpsychology Behavior and…•2012

  • The sudden transition to synchronized online learning during the Covid-19 pandemic in Saudi Arabia

    Open Access•Rehana Khalil, Ali Mansour et al.•BMC Medical Education•2020

  • Short version of the Smartphone Addiction Scale in Chinese adults

    Open Access•Tzu Tsun Luk, Amer Afaq et al.•Journal of Behavioral Addictions•2018

  • Mental health problems and correlates among 746 217 college students during the coronavirus disease 2019 outbreak in China

    Open Access•Zijuan Ma, Jianhui Zhao et al.•Epidemiology and Psychiatric…•2020

  • Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression

    Open Access•Brooke Levis, Andrea Benedetti et al.•BMJ•2019

  • Quarantine during Covid-19 outbreak

    Open Access•Anna Vittoria Mattioli, Susanna Sciomer et al.•Nutrition, Metabolism and…•2020

  • Athens Insomnia Scale

    Open Access•Constantin R Soldatos, Dimitris Dikeos et al.•Journal of Psychosomatic Research•2000

  • Does online learning work better than offline learning in undergraduate medical education? A systematic review and meta-analysis

    Open Access•Linguo Pei, Leisi Pei et al.•Medical Education Online•2019

  • An investigation of mental health status of children and adolescents in china during the outbreak of Covid-19

    Open Access•Li Duan, Xiaojun Shao et al.•Journal of Affective Disorders•2020

  • Mental Health and Behavior of College Students During the Early Phases of the Covid-19 Pandemic

    Open Access•Jeremy F Huckins, Alex W DaSilva et al.•Journal of Medical Internet…•2020

  • Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the Covid-19 pandemic

    Open Access•Damian F Santomauro, Damian Santomauro et al.•The Lancet•2021

  • Common method biases in behavioral research

    Philip M Podsakoff, Scott B Mackenzie et al.•Journal of Applied Psychology•2003

  • A Brief Measure for Assessing Generalized Anxiety Disorder

    Robert L Spitzer, Carmen Pérez de los Ríos et al.•A.M.A. Archives of Internal…•2006

  • Is the I-Pace (Interaction of Person-Affect-Cognition-Execution) model valid in South Korea? The effects of adverse childhood experiences (ACEs) on internet gaming disorder and the mediating effect of stress on adolescents

    Open Access•Jin Ho Jhone, In Han Song et al.•Journal of Behavioral Addictions•2021

  • Formative assessment with interactive whiteboards

    Open Access•I‐Hua Chen, Jeffrey Hugh Gamble et al.•Computers & Education•2020

  • Associations between problematic mobile phone use and psychological parameters in young adults

    Open Access•Christoph Augner, Gerhard W Hacker•International Journal of Public…•2011

  • Symptoms of problematic cellular phone use, functional impairment and its association with depression among adolescents in Southern Taiwan

    Open Access•Cheng-Fang Yen, Cheng‐Fang Yen et al.•Journal of Adolescence•2008

  • Relationship of smartphone use severity with sleep quality, depression, and anxiety in university students

    Open Access•Kadir Demirci, Mehmet Akgönül et al.•Journal of Behavioral Addictions•2015

  • The relationship of smartphone addiction with psychological distress and neuroticism among university medical students

    Open Access•Leonard Yik-Chuan Lei, Muhd Al-Aarifin Ismail et al.•BMC Psychology•2020

  • Academic Burnout and Problematic Smartphone Use During the Covid-19 Pandemic

    Open Access•Zejun Hao, Liangyi Jin et al.•Frontiers in Psychiatry•2021

  • Relationship of Problematic Smartphone Use, Sleep Quality, and Daytime Fatigue Among Quarantined Medical Students During the Covid-19 Pandemic

    Open Access•Chi Zhang, Ping Zeng et al.•Frontiers in Psychiatry•2021

  • Problematic Smartphone Use during the Covid-19 Pandemic

    Open Access•Meng Xuan Zhang, Juliet Honglei Chen et al.•International Journal of…•2021

  • Medical Studies during the Covid-19 Pandemic

    Open Access•Panagiotis Zis, Artemios Artemiadis et al.•International Journal of…•2021

  • Impact of “e-Learning crack-up” perception on psychological distress among college students during Covid-19 pandemic

    Open Access•Najmul Hasan, Yukun Bao•Children and Youth Services Review•2020

Obras citantes distintas17
Citações por ano5,67
Intervalo de citações2023 - 2026 (4)
Velocidade de citaçãocurrent
Altamente citadoNão
Tipos de citaçãoNeutras: 16
Ethnos_APP • Projeto Open Source • Licença MIT • Frontend v2.0.0 • Privacidade e Cookies • Documentação da API: api.ethnos.app/docs • Código da API: GitHub • DOI: 10.5281/zenodo.17049435 • Código do Frontend: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae