ArticleJournal of occupational rehabilitation2026
Societal and Economic Impact of Informal Caregiving for Musculoskeletal Conditions: A Productivity-Adjusted Life Year (PALY) Study.
Article in Journal of occupational rehabilitation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMusculoskeletal conditions (MSCs) are a leading cause of disability and chronic pain globally, yet the long-term economic impact on informal caregivers remains underexplored. The productivity-adjusted life year (PALY) framework offers a novel method for estimating lifetime productivity losses associated with caregiving, providing a broader societal perspective than conventional short-term productivity metrics.
objectiveTo quantify long-term productivity and health-related quality of life among informal caregivers of individuals with MSCs in Australia, using PALYs and quality-adjusted life years (QALYs) over 30 years.
methodsA dynamic life-table model was developed to simulate two cohorts-informal caregivers of people with MSCs and a matched non-caregiver control group-across a 30-year time horizon (2024-2053). The model incorporated Australian age- and sex-specific data on caregiver prevalence, mortality, labour force participation, absenteeism, and presenteeism. PALYs were calculated by combining full-time equivalent (FTE) labour force participation with productivity indices. QALYs were estimated using health utility values adjusted for caregiver-specific disutility. Productivity losses were monetized using GDP per FTE worker. Deterministic and probabilistic sensitivity analyses were conducted to assess model robustness.
resultsInformal caregiving for MSCs resulted in an estimated loss of 896,523 PALYs and 487,950 QALYs, with an associated productivity cost of AUD $203.3 billion over 30 years ($44,808 per carer). On an annual basis, this equates to 29,884 PALYs and AUD $6.78 billion in lost productivity. Female carers bore a disproportionate share of the burden, accounting for 53% of PALYs lost and 59% of QALYs lost. The probabilistic sensitivity analysis indicated the base-case was likely conservative, estimating mean productivity losses of AUD $252.1 billion, with a 95% CI ranging from AUD $249.5 billion to $254.6 billion, reflecting parameter uncertainty within model assumptions.
conclusionsThis study provides the first application of the PALY framework to informal caregivers of MSCs in Australia and globally. Informal caregiving for MSCs imposes a substantial and under recognized economic burden. Applying the PALY framework provides compelling evidence for incorporating caregiver productivity into economic evaluations and policy decisions aimed at supporting the informal care workforce. Findings highlight the need for targeted workplace and policy measures, particularly to address the disproportionate impact on women.
Indexed as
Identifiers
41961422What 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.