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Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults
BACKGROUND: Emerging adults (aged 18–29) report high levels of musculoskeletal pain; however, it is unknown if body location and intensity patterns are related to different biopsychosocial characteristics. This study identified patterns of self-reported musculoskeletal pain among emerging adults and...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142412/ https://www.ncbi.nlm.nih.gov/pubmed/37118767 http://dx.doi.org/10.1186/s12891-023-06412-y |
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author | Gallagher, Kaitlin M. Howie, Erin K. Carney, Makayla |
author_facet | Gallagher, Kaitlin M. Howie, Erin K. Carney, Makayla |
author_sort | Gallagher, Kaitlin M. |
collection | PubMed |
description | BACKGROUND: Emerging adults (aged 18–29) report high levels of musculoskeletal pain; however, it is unknown if body location and intensity patterns are related to different biopsychosocial characteristics. This study identified patterns of self-reported musculoskeletal pain among emerging adults and assessed if there were differences in their lifestyle and psychological characteristics. METHODS: Data from survey responses from a large public university and a large medical university in the United States were used (n = 1,318). Self-reported pain location and intensity at five body regions were assessed, and latent class analysis identified classes separately for men and women. Mental health, physical activity, and sleep outcomes were compared between the classes. RESULTS: Four classes were identified for men and women. Three of the classes were consistent between genders – “no pain,” (women = 28% of their sample; men = 40% of their sample) “mild multisite pain,” (women = 50%; men = 39%) and “moderate-severe multisite pain” (women = 9%; men = 7%). The fourth class for women was “moderate spine pain,” (13%) and for men was “mild extremity pain” (13%). For both men and women, the “moderate-severe multisite” pain classes reported the highest levels of depression, anxiety, and stress, poorer sleep, and higher work physical activity than the “no pain” class. The “mild multisite” and “moderate spine” (women only) pain classes fell between the “no pain” and “moderate-severe” pain classes. The characteristics of the “mild upper extremity pain” class for men was similar to the “no pain” class. CONCLUSIONS: The identified classes provide unique information on pain location and intensity in emerging adults. The high prevalence of “mild multisite pain” (n = 593; 45% of the total sample) demonstrates an intervention opportunity during this age range to prevent further increases in musculoskeletal pain later in life. Future work should assess the longitudinal outcomes of these pain classes, the impact of interventions for this age group, and the balance between leisure and occupational physical activity when addressing musculoskeletal health. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12891-023-06412-y. |
format | Online Article Text |
id | pubmed-10142412 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-101424122023-04-29 Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults Gallagher, Kaitlin M. Howie, Erin K. Carney, Makayla BMC Musculoskelet Disord Research BACKGROUND: Emerging adults (aged 18–29) report high levels of musculoskeletal pain; however, it is unknown if body location and intensity patterns are related to different biopsychosocial characteristics. This study identified patterns of self-reported musculoskeletal pain among emerging adults and assessed if there were differences in their lifestyle and psychological characteristics. METHODS: Data from survey responses from a large public university and a large medical university in the United States were used (n = 1,318). Self-reported pain location and intensity at five body regions were assessed, and latent class analysis identified classes separately for men and women. Mental health, physical activity, and sleep outcomes were compared between the classes. RESULTS: Four classes were identified for men and women. Three of the classes were consistent between genders – “no pain,” (women = 28% of their sample; men = 40% of their sample) “mild multisite pain,” (women = 50%; men = 39%) and “moderate-severe multisite pain” (women = 9%; men = 7%). The fourth class for women was “moderate spine pain,” (13%) and for men was “mild extremity pain” (13%). For both men and women, the “moderate-severe multisite” pain classes reported the highest levels of depression, anxiety, and stress, poorer sleep, and higher work physical activity than the “no pain” class. The “mild multisite” and “moderate spine” (women only) pain classes fell between the “no pain” and “moderate-severe” pain classes. The characteristics of the “mild upper extremity pain” class for men was similar to the “no pain” class. CONCLUSIONS: The identified classes provide unique information on pain location and intensity in emerging adults. The high prevalence of “mild multisite pain” (n = 593; 45% of the total sample) demonstrates an intervention opportunity during this age range to prevent further increases in musculoskeletal pain later in life. Future work should assess the longitudinal outcomes of these pain classes, the impact of interventions for this age group, and the balance between leisure and occupational physical activity when addressing musculoskeletal health. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12891-023-06412-y. BioMed Central 2023-04-28 /pmc/articles/PMC10142412/ /pubmed/37118767 http://dx.doi.org/10.1186/s12891-023-06412-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Gallagher, Kaitlin M. Howie, Erin K. Carney, Makayla Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults |
title | Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults |
title_full | Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults |
title_fullStr | Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults |
title_full_unstemmed | Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults |
title_short | Musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults |
title_sort | musculoskeletal pain latent classes and biopsychosocial characteristics among emerging adults |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142412/ https://www.ncbi.nlm.nih.gov/pubmed/37118767 http://dx.doi.org/10.1186/s12891-023-06412-y |
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