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Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study
BACKGROUND: Cross-sectional relationships between psychosocial resilience factors (RFs) and resilience, operationalized as the outcome of low mental health reactivity to stressor exposure (low “stressor reactivity” [SR]), were reported during the first wave of the COVID-19 pandemic in 2020. OBJECTIV...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618882/ https://www.ncbi.nlm.nih.gov/pubmed/37847551 http://dx.doi.org/10.2196/46518 |
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author | Bögemann, Sophie A Puhlmann, Lara M C Wackerhagen, Carolin Zerban, Matthias Riepenhausen, Antje Köber, Göran Yuen, Kenneth S L Pooseh, Shakoor Marciniak, Marta A Reppmann, Zala Uściƚko, Aleksandra Weermeijer, Jeroen Lenferink, Dionne B Mituniewicz, Julian Robak, Natalia Donner, Nina C Mestdagh, Merijn Verdonck, Stijn van Dick, Rolf Kleim, Birgit Lieb, Klaus van Leeuwen, Judith M C Kobylińska, Dorota Myin-Germeys, Inez Walter, Henrik Tüscher, Oliver Hermans, Erno J Veer, Ilya M Kalisch, Raffael |
author_facet | Bögemann, Sophie A Puhlmann, Lara M C Wackerhagen, Carolin Zerban, Matthias Riepenhausen, Antje Köber, Göran Yuen, Kenneth S L Pooseh, Shakoor Marciniak, Marta A Reppmann, Zala Uściƚko, Aleksandra Weermeijer, Jeroen Lenferink, Dionne B Mituniewicz, Julian Robak, Natalia Donner, Nina C Mestdagh, Merijn Verdonck, Stijn van Dick, Rolf Kleim, Birgit Lieb, Klaus van Leeuwen, Judith M C Kobylińska, Dorota Myin-Germeys, Inez Walter, Henrik Tüscher, Oliver Hermans, Erno J Veer, Ilya M Kalisch, Raffael |
author_sort | Bögemann, Sophie A |
collection | PubMed |
description | BACKGROUND: Cross-sectional relationships between psychosocial resilience factors (RFs) and resilience, operationalized as the outcome of low mental health reactivity to stressor exposure (low “stressor reactivity” [SR]), were reported during the first wave of the COVID-19 pandemic in 2020. OBJECTIVE: Extending these findings, we here examined prospective relationships and weekly dynamics between the same RFs and SR in a longitudinal sample during the aftermath of the first wave in several European countries. METHODS: Over 5 weeks of app-based assessments, participants reported weekly stressor exposure, mental health problems, RFs, and demographic data in 1 of 6 different languages. As (partly) preregistered, hypotheses were tested cross-sectionally at baseline (N=558), and longitudinally (n=200), using mixed effects models and mediation analyses. RESULTS: RFs at baseline, including positive appraisal style (PAS), optimism (OPT), general self-efficacy (GSE), perceived good stress recovery (REC), and perceived social support (PSS), were negatively associated with SR scores, not only cross-sectionally (baseline SR scores; all P<.001) but also prospectively (average SR scores across subsequent weeks; positive appraisal (PA), P=.008; OPT, P<.001; GSE, P=.01; REC, P<.001; and PSS, P=.002). In both associations, PAS mediated the effects of PSS on SR (cross-sectionally: 95% CI –0.064 to –0.013; prospectively: 95% CI –0.074 to –0.0008). In the analyses of weekly RF-SR dynamics, the RFs PA of stressors generally and specifically related to the COVID-19 pandemic, and GSE were negatively associated with SR in a contemporaneous fashion (PA, P<.001; PAC,P=.03; and GSE, P<.001), but not in a lagged fashion (PA, P=.36; PAC, P=.52; and GSE, P=.06). CONCLUSIONS: We identified psychological RFs that prospectively predict resilience and cofluctuate with weekly SR within individuals. These prospective results endorse that the previously reported RF-SR associations do not exclusively reflect mood congruency or other temporal bias effects. We further confirm the important role of PA in resilience. |
format | Online Article Text |
id | pubmed-10618882 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-106188822023-11-02 Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study Bögemann, Sophie A Puhlmann, Lara M C Wackerhagen, Carolin Zerban, Matthias Riepenhausen, Antje Köber, Göran Yuen, Kenneth S L Pooseh, Shakoor Marciniak, Marta A Reppmann, Zala Uściƚko, Aleksandra Weermeijer, Jeroen Lenferink, Dionne B Mituniewicz, Julian Robak, Natalia Donner, Nina C Mestdagh, Merijn Verdonck, Stijn van Dick, Rolf Kleim, Birgit Lieb, Klaus van Leeuwen, Judith M C Kobylińska, Dorota Myin-Germeys, Inez Walter, Henrik Tüscher, Oliver Hermans, Erno J Veer, Ilya M Kalisch, Raffael JMIR Ment Health Original Paper BACKGROUND: Cross-sectional relationships between psychosocial resilience factors (RFs) and resilience, operationalized as the outcome of low mental health reactivity to stressor exposure (low “stressor reactivity” [SR]), were reported during the first wave of the COVID-19 pandemic in 2020. OBJECTIVE: Extending these findings, we here examined prospective relationships and weekly dynamics between the same RFs and SR in a longitudinal sample during the aftermath of the first wave in several European countries. METHODS: Over 5 weeks of app-based assessments, participants reported weekly stressor exposure, mental health problems, RFs, and demographic data in 1 of 6 different languages. As (partly) preregistered, hypotheses were tested cross-sectionally at baseline (N=558), and longitudinally (n=200), using mixed effects models and mediation analyses. RESULTS: RFs at baseline, including positive appraisal style (PAS), optimism (OPT), general self-efficacy (GSE), perceived good stress recovery (REC), and perceived social support (PSS), were negatively associated with SR scores, not only cross-sectionally (baseline SR scores; all P<.001) but also prospectively (average SR scores across subsequent weeks; positive appraisal (PA), P=.008; OPT, P<.001; GSE, P=.01; REC, P<.001; and PSS, P=.002). In both associations, PAS mediated the effects of PSS on SR (cross-sectionally: 95% CI –0.064 to –0.013; prospectively: 95% CI –0.074 to –0.0008). In the analyses of weekly RF-SR dynamics, the RFs PA of stressors generally and specifically related to the COVID-19 pandemic, and GSE were negatively associated with SR in a contemporaneous fashion (PA, P<.001; PAC,P=.03; and GSE, P<.001), but not in a lagged fashion (PA, P=.36; PAC, P=.52; and GSE, P=.06). CONCLUSIONS: We identified psychological RFs that prospectively predict resilience and cofluctuate with weekly SR within individuals. These prospective results endorse that the previously reported RF-SR associations do not exclusively reflect mood congruency or other temporal bias effects. We further confirm the important role of PA in resilience. JMIR Publications 2023-10-17 /pmc/articles/PMC10618882/ /pubmed/37847551 http://dx.doi.org/10.2196/46518 Text en ©Sophie A Bögemann, Lara M C Puhlmann, Carolin Wackerhagen, Matthias Zerban, Antje Riepenhausen, Göran Köber, Kenneth S L Yuen, Shakoor Pooseh, Marta A Marciniak, Zala Reppmann, Aleksandra Uściƚko, Jeroen Weermeijer, Dionne B Lenferink, Julian Mituniewicz, Natalia Robak, Nina C Donner, Merijn Mestdagh, Stijn Verdonck, Rolf van Dick, Birgit Kleim, Klaus Lieb, Judith M C van Leeuwen, Dorota Kobylińska, Inez Myin-Germeys, Henrik Walter, Oliver Tüscher, Erno J Hermans, Ilya M Veer, Raffael Kalisch. Originally published in JMIR Mental Health (https://mental.jmir.org), 17.10.2023. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Mental Health, is properly cited. The complete bibliographic information, a link to the original publication on https://mental.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Bögemann, Sophie A Puhlmann, Lara M C Wackerhagen, Carolin Zerban, Matthias Riepenhausen, Antje Köber, Göran Yuen, Kenneth S L Pooseh, Shakoor Marciniak, Marta A Reppmann, Zala Uściƚko, Aleksandra Weermeijer, Jeroen Lenferink, Dionne B Mituniewicz, Julian Robak, Natalia Donner, Nina C Mestdagh, Merijn Verdonck, Stijn van Dick, Rolf Kleim, Birgit Lieb, Klaus van Leeuwen, Judith M C Kobylińska, Dorota Myin-Germeys, Inez Walter, Henrik Tüscher, Oliver Hermans, Erno J Veer, Ilya M Kalisch, Raffael Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study |
title | Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study |
title_full | Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study |
title_fullStr | Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study |
title_full_unstemmed | Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study |
title_short | Psychological Resilience Factors and Their Association With Weekly Stressor Reactivity During the COVID-19 Outbreak in Europe: Prospective Longitudinal Study |
title_sort | psychological resilience factors and their association with weekly stressor reactivity during the covid-19 outbreak in europe: prospective longitudinal study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618882/ https://www.ncbi.nlm.nih.gov/pubmed/37847551 http://dx.doi.org/10.2196/46518 |
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