Observational studyRheumatology (Oxford, England)2023
Comparison of health-care utilization, costs and health-related quality of life across the subgroups defined by the Keele STarT MSK Tool.
Observational study in Rheumatology (Oxford, England), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed.
- Effect of chiropractic care on low back pain for active-duty military members: Mediation through biopsychosocial factors.PloS one · 2024Trial
- Exploring Primary Care Physicians' Current Referral Practices to Physiotherapy and Specialized Care for Musculoskeletal Conditions: A Cross-Sectional Study.Journal of multidisciplinary healthcare · 2026Article
- Sequence Analysis to Phenotype Health Care Patterns in Adults With Musculoskeletal Conditions Using Primary Care Electronic Health Records.Arthritis care & research · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
objectivesThe aim of this study was to describe and compare health economic outcomes [health-care utilization and costs, work outcomes, and health-related quality of life (EQ-5D-5L)] in patients classified into different levels-of-risk subgroups by the Keele STarT MSK Tool.
methodsData on health-care utilization, costs and EQ-5D-5L were collected from a health-care perspective within a primary care prospective observational cohort study. Patients presenting with one (or more) of the five most common musculoskeletal pain presentations were included: back, neck, shoulder, knee or multi-site pain. Participants at low, medium and high risk of persistent disabling pain were compared in relation to mean health-care utilization and costs, health-related quality of life, and employment status. Regression analysis was used to estimate costs.
resultsOver 6 months, the mean (s.d.) total health-care (National Health Service and private) costs associated with the low, medium, and high-risk subgroups were £132.92 (167.88), £279.32 (462.98) and £476.07 (716.44), respectively. Mean health-related quality of life over the 6-month period was lower and more people changed their employment status in the high-risk subgroup compared with the medium- and low-risk subgroups.
conclusionsThis study demonstrates that subgroups of people with different levels of risk for poor musculoskeletal pain outcomes also have different levels of health-care utilization, health-care costs, health-related quality of life, and work outcomes. The findings show that the STarT MSK Tool not only identifies those at risk of a poorer outcome, but also those who will have more health-care visits and incur higher costs.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.