ArticleBMC public health2015
Activity limitations predict health care expenditures in the general population in Belgium.
Article in BMC public health, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Estimating the magnitude and scope of disability-related direct costs: a systematised review.The European journal of health economics : HEPAC : health economics in prevention and care · 2026Article
- Addressing Health Inequalities in Greece: A Comprehensive Framework for Socioeconomic Determinants of Health.Healthcare (Basel, Switzerland) · 2025Article
- Linking health survey data with health insurance data: methodology, challenges, opportunities and recommendations for public health research. An experience from the HISlink project in Belgium.Archives of public health = Archives belges de sante publique · 2023Article
- Using multiple imputation and intervention-based scenarios to project the mobility of older adults.BMC geriatrics · 2022Article
- Cardiometabolic diseases, frailty, and healthcare utilization and expenditure in community-dwelling Chinese older adults.Scientific reports · 2021Article
- Association Between Dynamic Trends of Functional Disability and Poverty Among People Aged 45 and Over.Frontiers in public health · 2021Article
- The Perceived Health Status from Young Adults to Elderly: Results of the MEHM Questionnaire within the CUORE Project Survey 2008-2012.International journal of environmental research and public health · 2020Article
- Machine learning approaches for predicting high cost high need patient expenditures in health care.Biomedical engineering online · 2018Article
- Measuring disability: a systematic review of the validity and reliability of the Global Activity Limitations Indicator (GALI).Archives of public health = Archives belges de sante publique · 2018Review
- Harmonising summary measures of population health using global survey instruments.Journal of epidemiology and community health · 2016Article
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5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundDisability and chronic conditions both have an impact on health expenditures and although they are conceptually related, they present different dimensions of ill-health. Recent concepts of disability combine a biological understanding of impairment with the social dimension of activity limitation and resulted in the development of the Global Activity Limitation Indicator (GALI). This paper reports on the predictive value of the GALI on health care expenditures in relation to the presence of chronic conditions.
methodsData from the Belgian Health Interview Survey 2008 were linked with data from the compulsory national health insurance (n = 7,286). The effect of activity limitation on health care expenditures was assessed via cost ratios from multivariate linear regression models. To study the factors contributing to the difference in health expenditure between persons with and without activity limitations, the Blinder-Oaxaca decomposition method was used.
resultsActivity limitations are a strong determinant of health care expenditures. People with severe activity limitations (5.1%) accounted for 16.9% of the total health expenditure, whereas those without activity limitations (79.0%), were responsible for 51.5% of the total health expenditure. These observed differences in health care expenditures can to some extent be explained by chronic conditions, but activity limitations also contribute substantially to higher health care expenditures in the absence of chronic conditions (cost ratio 2.46; 95% CI 1.74-3.48 for moderate and 4.45; 95% CI 2.47-8.02 for severe activity limitations). The association between activity limitation and health care expenditures is stronger for reimbursed health care costs than for out-of-pocket payments.
conclusionIn the absence of chronic conditions, activity limitations appear to be an important determinant of health care expenditures. To make projections on health care expenditures, routine data on activity limitations are essential and complementary to data on chronic conditions.
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