Cargando…
Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study
BACKGROUND: Patients with musculoskeletal disorders (MSDs) access health care in different ways. Despite the high prevalence and significant costs, we know little about the different ways patients use health care. We aim to fill this gap by identifying which combinations of health care services pati...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10426198/ https://www.ncbi.nlm.nih.gov/pubmed/37580723 http://dx.doi.org/10.1186/s12913-023-09852-3 |
_version_ | 1785090007929716736 |
---|---|
author | Amundsen, Olav Moger, Tron Anders Holte, Jon Helgheim Haavaag, Silje Bjørnsen Bragstad, Line Kildal Hellesø, Ragnhild Tjerbo, Trond Vøllestad, Nina Køpke |
author_facet | Amundsen, Olav Moger, Tron Anders Holte, Jon Helgheim Haavaag, Silje Bjørnsen Bragstad, Line Kildal Hellesø, Ragnhild Tjerbo, Trond Vøllestad, Nina Køpke |
author_sort | Amundsen, Olav |
collection | PubMed |
description | BACKGROUND: Patients with musculoskeletal disorders (MSDs) access health care in different ways. Despite the high prevalence and significant costs, we know little about the different ways patients use health care. We aim to fill this gap by identifying which combinations of health care services patients use for new MSDs, and its relation to clinical characteristics, demographic and socioeconomic factors, long-term use and costs, and discuss what the implications of this variation are. METHODS: The study combines Norwegian registers on health care use, diagnoses, comorbidities, demographic and socioeconomic factors. Patients (≥ 18 years) are included by their first health consultation for MSD in 2013–2015. Latent class analysis (LCA) with count data of first year consultations for General Practitioners (GPs), hospital consultants, physiotherapists and chiropractors are used to identify combinations of health care use. Long-term high-cost patients are defined as total cost year 1–5 above 95(th) percentile (≥ 3 744€). RESULTS: We identified seven latent classes: 1: GP, low use; 2: GP, high use; 3: GP and hospital; 4: GP and physiotherapy, low use; 5: GP, hospital and physiotherapy, high use; 6: Chiropractor, low use; 7: GP and chiropractor, high use. Median first year health care contacts varied between classes from 1–30 and costs from 20€-838€. Eighty-seven percent belonged to class 1, 4 or 6, characterised by few consultations and treatment in primary care. Classes with high first year use were characterised by higher age, lower education and more comorbidities and were overrepresented among the long-term high-cost users. CONCLUSION: There was a large variation in first year health care service use, and we identified seven latent classes based on frequency of consultations. A small proportion of patients accounted for a high proportion of total resource use. This can indicate the potential for more efficient resource use. However, the effect of demographic and socioeconomic variables for determining combinations of service use can be interpreted as the health care system transforming unobserved patient needs into variations in use. These findings contribute to the understanding of clinical pathways and can help in the planning of future care, reduction in disparities and improvement in health outcomes for patients with MSDs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-023-09852-3. |
format | Online Article Text |
id | pubmed-10426198 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104261982023-08-16 Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study Amundsen, Olav Moger, Tron Anders Holte, Jon Helgheim Haavaag, Silje Bjørnsen Bragstad, Line Kildal Hellesø, Ragnhild Tjerbo, Trond Vøllestad, Nina Køpke BMC Health Serv Res Research BACKGROUND: Patients with musculoskeletal disorders (MSDs) access health care in different ways. Despite the high prevalence and significant costs, we know little about the different ways patients use health care. We aim to fill this gap by identifying which combinations of health care services patients use for new MSDs, and its relation to clinical characteristics, demographic and socioeconomic factors, long-term use and costs, and discuss what the implications of this variation are. METHODS: The study combines Norwegian registers on health care use, diagnoses, comorbidities, demographic and socioeconomic factors. Patients (≥ 18 years) are included by their first health consultation for MSD in 2013–2015. Latent class analysis (LCA) with count data of first year consultations for General Practitioners (GPs), hospital consultants, physiotherapists and chiropractors are used to identify combinations of health care use. Long-term high-cost patients are defined as total cost year 1–5 above 95(th) percentile (≥ 3 744€). RESULTS: We identified seven latent classes: 1: GP, low use; 2: GP, high use; 3: GP and hospital; 4: GP and physiotherapy, low use; 5: GP, hospital and physiotherapy, high use; 6: Chiropractor, low use; 7: GP and chiropractor, high use. Median first year health care contacts varied between classes from 1–30 and costs from 20€-838€. Eighty-seven percent belonged to class 1, 4 or 6, characterised by few consultations and treatment in primary care. Classes with high first year use were characterised by higher age, lower education and more comorbidities and were overrepresented among the long-term high-cost users. CONCLUSION: There was a large variation in first year health care service use, and we identified seven latent classes based on frequency of consultations. A small proportion of patients accounted for a high proportion of total resource use. This can indicate the potential for more efficient resource use. However, the effect of demographic and socioeconomic variables for determining combinations of service use can be interpreted as the health care system transforming unobserved patient needs into variations in use. These findings contribute to the understanding of clinical pathways and can help in the planning of future care, reduction in disparities and improvement in health outcomes for patients with MSDs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-023-09852-3. BioMed Central 2023-08-14 /pmc/articles/PMC10426198/ /pubmed/37580723 http://dx.doi.org/10.1186/s12913-023-09852-3 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/) . 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 Amundsen, Olav Moger, Tron Anders Holte, Jon Helgheim Haavaag, Silje Bjørnsen Bragstad, Line Kildal Hellesø, Ragnhild Tjerbo, Trond Vøllestad, Nina Køpke Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study |
title | Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study |
title_full | Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study |
title_fullStr | Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study |
title_full_unstemmed | Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study |
title_short | Combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study |
title_sort | combination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10426198/ https://www.ncbi.nlm.nih.gov/pubmed/37580723 http://dx.doi.org/10.1186/s12913-023-09852-3 |
work_keys_str_mv | AT amundsenolav combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy AT mogertronanders combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy AT holtejonhelgheim combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy AT haavaagsiljebjørnsen combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy AT bragstadlinekildal combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy AT hellesøragnhild combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy AT tjerbotrond combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy AT vøllestadninakøpke combinationofhealthcareserviceuseandtherelationtodemographicandsocioeconomicfactorsforpatientswithmusculoskeletaldisordersadescriptivecohortstudy |