Cargando…
Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study
BACKGROUND: Back pain is an extensive burden to our healthcare system, yet few studies have explored modifiable prognostic factors associated with high costs related to healthcare utilization, especially among older back pain patients. The aims of this study were to identify modifiable prognostic fa...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9206382/ https://www.ncbi.nlm.nih.gov/pubmed/35717179 http://dx.doi.org/10.1186/s12913-022-08180-2 |
_version_ | 1784729326157037568 |
---|---|
author | Killingmo, Rikke Munk Chiarotto, Alessandro van der Windt, Danielle A. Storheim, Kjersti Bierma-Zeinstra, Sita M. A. Småstuen, Milada C. Zolic-Karlsson, Zinajda Vigdal, Ørjan N. Koes, Bart W. Grotle, Margreth |
author_facet | Killingmo, Rikke Munk Chiarotto, Alessandro van der Windt, Danielle A. Storheim, Kjersti Bierma-Zeinstra, Sita M. A. Småstuen, Milada C. Zolic-Karlsson, Zinajda Vigdal, Ørjan N. Koes, Bart W. Grotle, Margreth |
author_sort | Killingmo, Rikke Munk |
collection | PubMed |
description | BACKGROUND: Back pain is an extensive burden to our healthcare system, yet few studies have explored modifiable prognostic factors associated with high costs related to healthcare utilization, especially among older back pain patients. The aims of this study were to identify modifiable prognostic factors for high costs related to healthcare utilization among older people seeking primary care with a new episode of back pain; and to replicate the identified associations in a similar cohort, in a different country. METHODS: Data from two cohort studies within the BACE consortium were used, including 452 and 675 people aged ≥55 years seeking primary care with a new episode of back pain. High costs were defined as costs in the top 25th percentile. Healthcare utilization was self-reported, aggregated for one-year of follow-up and included: primary care consultations, medications, examinations, hospitalization, rehabilitation stay and operations. Costs were estimated based on unit costs collected from national pricelists. Nine potential modifiable prognostic factors were selected based on previous literature. Univariable and multivariable binary logistic regression models were used to identify and replicate associations (crude and adjusted for selected covariates) between each modifiable prognostic factor and high costs related to healthcare utilization. RESULTS: Four modifiable prognostic factors associated with high costs related to healthcare utilization were identified and replicated: a higher degree of pain severity, disability, depression, and a lower degree of physical health-related quality of life. Kinesiophobia and recovery expectations showed no prognostic value. There were inconsistent results across the two cohorts with regards to comorbidity, radiating pain below the knee and mental health-related quality of life. CONCLUSION: The factors identified in this study may be future targets for intervention with the potential to reduce high costs related to healthcare utilization among older back pain patients. TRIAL REGISTRATION: ClinicalTrials.gov NCT04261309, 07 February 2020. Retrospectively registered. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-08180-2. |
format | Online Article Text |
id | pubmed-9206382 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92063822022-06-19 Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study Killingmo, Rikke Munk Chiarotto, Alessandro van der Windt, Danielle A. Storheim, Kjersti Bierma-Zeinstra, Sita M. A. Småstuen, Milada C. Zolic-Karlsson, Zinajda Vigdal, Ørjan N. Koes, Bart W. Grotle, Margreth BMC Health Serv Res Research BACKGROUND: Back pain is an extensive burden to our healthcare system, yet few studies have explored modifiable prognostic factors associated with high costs related to healthcare utilization, especially among older back pain patients. The aims of this study were to identify modifiable prognostic factors for high costs related to healthcare utilization among older people seeking primary care with a new episode of back pain; and to replicate the identified associations in a similar cohort, in a different country. METHODS: Data from two cohort studies within the BACE consortium were used, including 452 and 675 people aged ≥55 years seeking primary care with a new episode of back pain. High costs were defined as costs in the top 25th percentile. Healthcare utilization was self-reported, aggregated for one-year of follow-up and included: primary care consultations, medications, examinations, hospitalization, rehabilitation stay and operations. Costs were estimated based on unit costs collected from national pricelists. Nine potential modifiable prognostic factors were selected based on previous literature. Univariable and multivariable binary logistic regression models were used to identify and replicate associations (crude and adjusted for selected covariates) between each modifiable prognostic factor and high costs related to healthcare utilization. RESULTS: Four modifiable prognostic factors associated with high costs related to healthcare utilization were identified and replicated: a higher degree of pain severity, disability, depression, and a lower degree of physical health-related quality of life. Kinesiophobia and recovery expectations showed no prognostic value. There were inconsistent results across the two cohorts with regards to comorbidity, radiating pain below the knee and mental health-related quality of life. CONCLUSION: The factors identified in this study may be future targets for intervention with the potential to reduce high costs related to healthcare utilization among older back pain patients. TRIAL REGISTRATION: ClinicalTrials.gov NCT04261309, 07 February 2020. Retrospectively registered. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-08180-2. BioMed Central 2022-06-18 /pmc/articles/PMC9206382/ /pubmed/35717179 http://dx.doi.org/10.1186/s12913-022-08180-2 Text en © The Author(s) 2022 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 Killingmo, Rikke Munk Chiarotto, Alessandro van der Windt, Danielle A. Storheim, Kjersti Bierma-Zeinstra, Sita M. A. Småstuen, Milada C. Zolic-Karlsson, Zinajda Vigdal, Ørjan N. Koes, Bart W. Grotle, Margreth Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study |
title | Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study |
title_full | Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study |
title_fullStr | Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study |
title_full_unstemmed | Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study |
title_short | Modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study |
title_sort | modifiable prognostic factors of high costs related to healthcare utilization among older people seeking primary care due to back pain: an identification and replication study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9206382/ https://www.ncbi.nlm.nih.gov/pubmed/35717179 http://dx.doi.org/10.1186/s12913-022-08180-2 |
work_keys_str_mv | AT killingmorikkemunk modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT chiarottoalessandro modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT vanderwindtdaniellea modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT storheimkjersti modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT biermazeinstrasitama modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT smastuenmiladac modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT zolickarlssonzinajda modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT vigdalørjann modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT koesbartw modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy AT grotlemargreth modifiableprognosticfactorsofhighcostsrelatedtohealthcareutilizationamongolderpeopleseekingprimarycareduetobackpainanidentificationandreplicationstudy |