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dc.contributor.authorAmundsen, Olav
dc.contributor.authorMoger, Tron A.
dc.contributor.authorHolte, Jon H.
dc.contributor.authorHaavaag, Silje B.
dc.contributor.authorBragstad, Line K.
dc.contributor.authorHellesø, Ragnhild
dc.contributor.authorTjerbo, Trond
dc.contributor.authorVøllestad, Nina K.
dc.date.accessioned2023-08-15T05:02:31Z
dc.date.available2023-08-15T05:02:31Z
dc.date.issued2023
dc.identifier.citationBMC Health Services Research. 2023 Aug 14;23(1):858
dc.identifier.urihttp://hdl.handle.net/10852/103264
dc.description.abstractBackground 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 95th 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.
dc.language.isoeng
dc.rightsBioMed Central Ltd., part of Springer Nature
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.titleCombination of health care service use and the relation to demographic and socioeconomic factors for patients with musculoskeletal disorders: a descriptive cohort study
dc.typeJournal article
dc.date.updated2023-08-15T05:02:31Z
dc.creator.authorAmundsen, Olav
dc.creator.authorMoger, Tron A.
dc.creator.authorHolte, Jon H.
dc.creator.authorHaavaag, Silje B.
dc.creator.authorBragstad, Line K.
dc.creator.authorHellesø, Ragnhild
dc.creator.authorTjerbo, Trond
dc.creator.authorVøllestad, Nina K.
dc.identifier.cristin2171089
dc.identifier.doihttps://doi.org/10.1186/s12913-023-09852-3
dc.type.documentTidsskriftartikkel
dc.type.peerreviewedPeer reviewed
dc.type.versionPublishedVersion
cristin.articleid858


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