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A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown
Psychological stress, social isolation, physical inactivity, and reduced access to care during lockdowns throughout a pandemic negatively impact pain and function. In the context of the first COVID-19 lockdown in Spain, we aimed to investigate how different biopsychosocial factors influence chiropra...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10019800/ https://www.ncbi.nlm.nih.gov/pubmed/36928233 http://dx.doi.org/10.1038/s41598-023-31054-4 |
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author | Gevers-Montoro, Carlos Liew, Bernard X. W. Deldar, Zoha Conesa-Buendia, Francisco Miguel Ortega-De Mues, Arantxa Falla, Deborah Khatibi, Ali |
author_facet | Gevers-Montoro, Carlos Liew, Bernard X. W. Deldar, Zoha Conesa-Buendia, Francisco Miguel Ortega-De Mues, Arantxa Falla, Deborah Khatibi, Ali |
author_sort | Gevers-Montoro, Carlos |
collection | PubMed |
description | Psychological stress, social isolation, physical inactivity, and reduced access to care during lockdowns throughout a pandemic negatively impact pain and function. In the context of the first COVID-19 lockdown in Spain, we aimed to investigate how different biopsychosocial factors influence chiropractic patients’ pain-related outcomes and vice-versa. A total of 648 chiropractic patients completed online questionnaires including variables from the following categories: demographics, pain outcomes, pain beliefs, impact of the COVID-19 pandemic, stress/anxiety and self-efficacy. Twenty-eight variables were considered in a cross-sectional network analysis to examine bidirectional associations between biopsychosocial factors and pain outcomes. Subgroup analyses were conducted to estimate differences according to gender and symptom duration. The greatest associations were observed between pain duration and pain evolution during lockdown. Participants’ age, pain symptoms’ evolution during lockdown, and generalized anxiety were the variables with the strongest influence over the whole network. Negative emotions evoked by the pandemic were indirectly associated with pain outcomes, possibly via pain catastrophizing. The network structure of patients reporting acute pain showed important differences when compared to patients with chronic pain. These findings will contribute to identify which factors explain the deleterious effects of both the pandemic and the restrictions on patients living with pain. |
format | Online Article Text |
id | pubmed-10019800 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100198002023-03-17 A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown Gevers-Montoro, Carlos Liew, Bernard X. W. Deldar, Zoha Conesa-Buendia, Francisco Miguel Ortega-De Mues, Arantxa Falla, Deborah Khatibi, Ali Sci Rep Article Psychological stress, social isolation, physical inactivity, and reduced access to care during lockdowns throughout a pandemic negatively impact pain and function. In the context of the first COVID-19 lockdown in Spain, we aimed to investigate how different biopsychosocial factors influence chiropractic patients’ pain-related outcomes and vice-versa. A total of 648 chiropractic patients completed online questionnaires including variables from the following categories: demographics, pain outcomes, pain beliefs, impact of the COVID-19 pandemic, stress/anxiety and self-efficacy. Twenty-eight variables were considered in a cross-sectional network analysis to examine bidirectional associations between biopsychosocial factors and pain outcomes. Subgroup analyses were conducted to estimate differences according to gender and symptom duration. The greatest associations were observed between pain duration and pain evolution during lockdown. Participants’ age, pain symptoms’ evolution during lockdown, and generalized anxiety were the variables with the strongest influence over the whole network. Negative emotions evoked by the pandemic were indirectly associated with pain outcomes, possibly via pain catastrophizing. The network structure of patients reporting acute pain showed important differences when compared to patients with chronic pain. These findings will contribute to identify which factors explain the deleterious effects of both the pandemic and the restrictions on patients living with pain. Nature Publishing Group UK 2023-03-16 /pmc/articles/PMC10019800/ /pubmed/36928233 http://dx.doi.org/10.1038/s41598-023-31054-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Gevers-Montoro, Carlos Liew, Bernard X. W. Deldar, Zoha Conesa-Buendia, Francisco Miguel Ortega-De Mues, Arantxa Falla, Deborah Khatibi, Ali A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown |
title | A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown |
title_full | A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown |
title_fullStr | A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown |
title_full_unstemmed | A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown |
title_short | A network analysis on biopsychosocial factors and pain-related outcomes assessed during a COVID-19 lockdown |
title_sort | network analysis on biopsychosocial factors and pain-related outcomes assessed during a covid-19 lockdown |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10019800/ https://www.ncbi.nlm.nih.gov/pubmed/36928233 http://dx.doi.org/10.1038/s41598-023-31054-4 |
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