Journal Article

Modifiable prognostic factors of high societal costs among people on sick leave due to musculoskeletal disorders: a replication study

Grotle, Margreth, Pripp, Are Hugo, Maas, Esther, Tingulstad, Alexander, Rysstad, Tarjei, Aanesen, Fiona, Tveter, Anne Therese, Killingmo, Rikke Munk, Øiestad, Britt Elin

2024

Overview

Background Musculoskeletal disorders are an extensive burden to society, yet few studies have explored and replicated modifiable prognostic factors associated with high societal costs. This study aimed to replicate previously identified associations between nine modifiable prognostic factors and high societal costs among people on sick leave due to musculoskeletal disorders. Methods Pooled data from a three-arm randomised controlled trial with 6 months of follow-up were used, including 509 participants on sick leave due to musculoskeletal disorders in Norway. Consistent with the identification study, the primary outcome was societal costs dichotomised as high (top 25th percentile) or low. Societal costs included healthcare utilization (primary, secondary, and tertiary care) and productivity loss (absenteeism, work assessment allowance and disability benefits) collected from public records. Binary unadjusted and adjusted logistic regression analyses were used to replicate previously identified associations between each modifiable prognostic factor and having high costs. Results Adjusted for selected covariates, a lower degree of return-to-work expectancy was associated with high societal costs in both the identification and replication sample. Depressive symptoms and health literacy showed no prognostic value in both the identification and replication sample. There were inconsistent results with regards to statistical significance across the identification and replication sample for pain severity, self-perceived health, sleep quality, work satisfaction, disability, and long-lasting disorder expectation. Similar results were found when high costs were related to separately healthcare utilization and productivity loss. Conclusion This study successfully replicated the association between return-to-work expectancy and high societal costs among people on sick leave due to musculoskeletal disorders. Other factors showed no prognostic value or inconsistent results. Trial registration ClinicalTrials.gov NCT03871712, 12th of March 2019.

• Publisher: BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
• Subject: Absenteeism / Adult / Analysis / Care and treatment / Case management / Cost benefit analysis / Cost of Illness / Costs / Epidemiology / Expectancy / Female / Follow-Up Studies / Health aspects / Health care / Health Care Costs - statistics & numerical data / Health services utilization / Healthcare utilization / Humans / Identification / Internal Medicine / Job satisfaction / Male / Medical prognosis / Medicine / Medicine & Public Health / Methods / Middle Aged / Musculoskeletal diseases / Musculoskeletal Diseases - diagnosis / Musculoskeletal Diseases - economics / Musculoskeletal Diseases - therapy / Musculoskeletal disorders / Norway - epidemiology / Orthopedics / Pain / Productivity / Productivity loss / Prognosis / Prognostic factor research / Public records / Questionnaires / Rehabilitation / Replication / Return to Work - economics / Return to Work - statistics & numerical data / Rheumatology / Sick leave / Sick Leave - economics / Sick Leave - statistics & numerical data / Sleep / Sports Medicine / Statistical analysis