IDEAS home Printed from https://ideas.repec.org/a/sae/socpsy/v70y2024i3p601-614.html
   My bibliography  Save this article

Network analysis of pandemic fatigue symptoms in samples from five South American countries

Author

Listed:
  • Tomás Caycho-Rodríguez
  • Julio Torales
  • José Ventura-León
  • Iván Barrios
  • Marcela Waisman-Campos
  • Alexandra Terrazas-Landivar
  • Laura Viola
  • Lindsey W. Vilca
  • Agueda Muñoz-del-Carpio-Toia

Abstract

Background: Pandemic fatigue generates low motivation or the ability to comply with protective behaviors to mitigate the spread of COVID-19. Aims: This study aimed to analyze the symptoms of pandemic fatigue through network analysis in individuals from five South American countries. Method: A total of 1,444 individuals from Argentina, Bolivia, Paraguay, Peru, and Uruguay participated and were evaluated using the Pandemic Fatigue Scale. The networks were estimated using the ggmModSelect estimation method and a polychoric correlation matrix was used. Stability assessment of the five networks was performed using the nonparametric resampling method based on the case bootstrap type. For the estimation of network centrality, a metric based on node strength was used, whereas network comparison was performed using a permutation-based approach. Results: The results showed that the relationships between pandemic fatigue symptoms were strongest in the demotivation dimension. Variability in the centrality of pandemic fatigue symptoms was observed among participating countries. Finally, symptom networks were invariant and almost identical across participating countries. Conclusions: This study is the first to provide information on how pandemic fatigue symptoms were related during the COVID-19 pandemic.

Suggested Citation

  • Tomás Caycho-Rodríguez & Julio Torales & José Ventura-León & Iván Barrios & Marcela Waisman-Campos & Alexandra Terrazas-Landivar & Laura Viola & Lindsey W. Vilca & Agueda Muñoz-del-Carpio-Toia, 2024. "Network analysis of pandemic fatigue symptoms in samples from five South American countries," International Journal of Social Psychiatry, , vol. 70(3), pages 601-614, May.
    • Handle: RePEc:sae:socpsy:v:70:y:2024:i:3:p:601-614
    DOI: 10.1177/00207640231223430
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/00207640231223430
    Download Restriction: no
    File URL: https://libkey.io/10.1177/00207640231223430?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Epskamp, Sacha & Cramer, Angélique O.J. & Waldorp, Lourens J. & Schmittmann, Verena D. & Borsboom, Denny, 2012. "qgraph: Network Visualizations of Relationships in Psychometric Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i04).
    2. Ebru Morgul & Abdulbari Bener & Muhammed Atak & Salih Akyel & Selman AktaÅŸ & Dinesh Bhugra & Antonio Ventriglio & Timothy R Jordan, 2021. "COVID-19 pandemic and psychological fatigue in Turkey," International Journal of Social Psychiatry, , vol. 67(2), pages 128-135, March.
    3. Aldo Alvarez-Risco & Shyla Del-Aguila-Arcentales & Jaime A. Yáñez & Marc A. Rosen & Christian R. Mejia, 2021. "Influence of Technostress on Academic Performance of University Medicine Students in Peru during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(16), pages 1-13, August.
    4. Kien Le & My Nguyen, 2021. "The psychological consequences of COVID-19 lockdowns," International Review of Applied Economics, Taylor & Francis Journals, vol. 35(2), pages 147-163, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Georgia Mangion & Melanie Simmonds-Buckley & Stephen Kellett & Peter Taylor & Amy Degnan & Charlotte Humphrey & Kate Freshwater & Marisa Poggioli & Cristina Fiorani, 2022. "Modelling Identity Disturbance: A Network Analysis of the Personality Structure Questionnaire (PSQ)," IJERPH, MDPI, vol. 19(21), pages 1-17, October.
    2. Kien Le & My Nguyen, 2022. "The impacts of rainfall shocks on birth weight in Vietnam," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 14(2), pages 143-159, April.
    3. Xiao Yang & Nilam Ram & Scott D. Gest & David M. Lydon-Staley & David E. Conroy & Aaron L. Pincus & Peter C. M. Molenaar, 2018. "Socioemotional Dynamics of Emotion Regulation and Depressive Symptoms: A Person-Specific Network Approach," Complexity, Hindawi, vol. 2018, pages 1-14, November.
    4. Becky Leshem & Gabriela Kashy-Rosenbaum & Miriam Schiff & Rami Benbenishty & Ruth Pat-Horenczyk, 2023. "Continuous Exposure to Terrorism during the COVID-19 Pandemic: A Moderated Mediation Model in the Israeli Context," IJERPH, MDPI, vol. 20(4), pages 1-13, February.
    5. Michael J. Brusco & Douglas Steinley & Ashley L. Watts, 2022. "Disentangling relationships in symptom networks using matrix permutation methods," Psychometrika, Springer;The Psychometric Society, vol. 87(1), pages 133-155, March.
    6. Denny Borsboom, 2022. "Possible Futures for Network Psychometrics," Psychometrika, Springer;The Psychometric Society, vol. 87(1), pages 253-265, March.
    7. Jayawickreme, Nuwan & Mootoo, Candace & Fountain, Christine & Rasmussen, Andrew & Jayawickreme, Eranda & Bertuccio, Rebecca F., 2017. "Post-conflict struggles as networks of problems: A network analysis of trauma, daily stressors and psychological distress among Sri Lankan war survivors," Social Science & Medicine, Elsevier, vol. 190(C), pages 119-132.
    8. Aini Farmania & Riska Dwinda Elsyah & Ananda Fortunisa, 2022. "The Phenomenon of Technostress during the COVID-19 Pandemic Due to Work from Home in Indonesia," Sustainability, MDPI, vol. 14(14), pages 1-21, July.
    9. Zhou, Jianhua & Zhang, Lulu & Gong, Xue, 2023. "Longitudinal network relations between symptoms of problematic internet game use and internalizing and externalizing problems among Chinese early adolescents," Social Science & Medicine, Elsevier, vol. 333(C).
    10. Mihail Halachev & Viktoria-Eleni Gountouna & Alison Meynert & Gannie Tzoneva & Alan R. Shuldiner & Colin A. Semple & James F. Wilson, 2024. "Regionally enriched rare deleterious exonic variants in the UK and Ireland," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    11. Mohammad Reza Farzanegan & Hans Philipp Hofmann, 2021. "An Old Plug and a New Virus: Effect of Public Corruption on the Covid-19 Immunization Progress," CESifo Working Paper Series 9307, CESifo.
    12. Yi-Lung Chen & Hsing-Ying Ho & Ray C. Hsiao & Wei-Hsin Lu & Cheng-Fang Yen, 2020. "Correlations between Quality of Life, School Bullying, and Suicide in Adolescents with Attention-Deficit Hyperactivity Disorder," IJERPH, MDPI, vol. 17(9), pages 1-12, May.
    13. Kan, Kees-Jan & van der Maas, Han L.J. & Levine, Stephen Z., 2019. "Extending psychometric network analysis: Empirical evidence against g in favor of mutualism?," Intelligence, Elsevier, vol. 73(C), pages 52-62.
    14. Knyspel, Jacob & Plomin, Robert, 2024. "Comparing factor and network models of cognitive abilities using twin data," Intelligence, Elsevier, vol. 104(C).
    15. Sacha Epskamp, 2020. "Psychometric network models from time-series and panel data," Psychometrika, Springer;The Psychometric Society, vol. 85(1), pages 206-231, March.
    16. de Boer, Nina Sofie, 2020. "Exploring the Long-Term Health Consequences of ADHD using a Multivariable Mendelian Randomization Network Approach," Thesis Commons c4wz5, Center for Open Science.
    17. Ying Zhu & Jicong Tan & Yan Cao & Yalin Liu & Yanzheng Liu & Qian Zhang & Quan Liu, 2022. "Application of Fuzzy Analytic Hierarchy Process in Environmental Economics Education: Under the Online and Offline Blended Teaching Mode," Sustainability, MDPI, vol. 14(4), pages 1-11, February.
    18. Yushi Lu & Zhi Li & Yuting Fan & Jin Wang & Tian Zhong & Ling Wang & Ying Xiao & Dongmei Zhang & Qingsong Chen & Xi Yu, 2022. "The Mediating Role of Cumulative Fatigue on the Association between Occupational Stress and Depressive Symptoms: A Cross-Sectional Study among 1327 Chinese Primary Healthcare Professionals," IJERPH, MDPI, vol. 19(23), pages 1-15, November.
    19. Le, Kien & Nguyen, My, 2021. "Education and political engagement," International Journal of Educational Development, Elsevier, vol. 85(C).
    20. Trinh Q. Long, 2021. "Individual Subjective Well-Being during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(14), pages 1-18, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:socpsy:v:70:y:2024:i:3:p:601-614. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.