Changing definitions altered multimorbidity prevalence, but not burden associations, in a musculoskeletal population.

J Clin Epidemiol

Centre for Health Communication and Participation, School of Psychology and Public Health, College of Science, Health and Engineering, La Trobe University, Plenty Road & Kingsbury Drive, Melbourne, Victoria 3086, Australia; Cochrane Consumers and Communication Review Group, School of Psychology and Public Health, College of Science, Health and Engineering, La Trobe University, Plenty Road & Kingsbury Drive, Melbourne, Victoria 3086, Australia.

Published: October 2016

Objectives: The inclusion of musculoskeletal conditions within multimorbidity research is inconsistent, and working-age populations are largely ignored. We aimed to: (1) estimate multimorbidity prevalence among working-age individuals with a range of musculoskeletal conditions; and (2) better understand the implications of decisions about the number and range of conditions constituting multimorbidity on the strength of associations between multimorbidity and burden (e.g., health status and health care utilization).

Study Design And Setting: Using data from the Australian National Health Survey 2007-08, the associations between burden measures and three ways of operationalizing multimorbidity (survey, policy, and research based) within the working-age (18-64 years) musculoskeletal population were estimated using multiple logistic regression (age and gender adjusted).

Results: Depending on definition, from 20.2% to 75.4% of working-age individuals with musculoskeletal conditions have multimorbidity. Irrespective of definition, multimorbidity was associated with increased likelihood of subjective health burden, pain or musculoskeletal medicines use, nonmusculoskeletal specialist and pharmacist (advice only) consultations, and reduced likelihood of not consulting health professionals. A group with intermediate health outcomes was considered multimorbid by some, but not all definitions. With the restrictive policy and research multimorbidity definitions, this intermediate group is included within the reference population (i.e., are considered nonmultimorbid). This worsens the reference group's apparent health status thereby leveling the comparative burden between those with and without multimorbidity. Consequently, dichotomous cut points lead to similar associations with burden measures despite the increasingly restrictive multimorbidity definitions used.

Conclusions: All multimorbidity definitions were associated with burden among the working-age musculoskeletal population. However, dichotomous cut points obscure the gradient of increased burden associated with restrictive definitions.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.jclinepi.2016.03.016DOI Listing

Publication Analysis

Top Keywords

multimorbidity
12
musculoskeletal population
12
musculoskeletal conditions
12
multimorbidity definitions
12
multimorbidity prevalence
8
burden
8
conditions multimorbidity
8
working-age individuals
8
health status
8
associations burden
8

Similar Publications

This proposed scientific statement is focused on providing new insights regarding challenges and opportunities for cardiovascular health (CVH) promotion in Africa. The statement includes an overview of the current state of CVH in Africa, with a particular interest in the cardiometabolic risk factors and their evaluation through metrics. The statement also explains the main principles of primordial prevention, its relevance in reducing noncommunicable disease and the different strategies that have been effective worldwide.

View Article and Find Full Text PDF

Background: Much data informing sex differences in atrial fibrillation (AF) comes from Western cohorts. In this analysis, we describe sex differences in Kerala, India, using the Kerala-AF registry-the largest AF registry from the Indian subcontinent.

Methods: Patients aged ≥18 years were recruited from 53 hospitals across Kerala.

View Article and Find Full Text PDF

Constipation impacts health-related quality of life with a burden similar to other chronic conditions. This study characterises the prevalence of constipation and its associated factors in older adults with intellectual disability. Data from the Intellectual Disability Supplement of The Irish Longitudinal Study on Ageing was analysed using bivariate and multivariate approaches.

View Article and Find Full Text PDF

Assessing the financial burden of multimorbidity among patients aged 30 and above in India.

BMC Health Serv Res

January 2025

Health Systems Transformation Platform (HSTP), AISF Building, First Floor, Kalka Devi Marg, Lajpat Nagar IV, New Delhi, 110024, India.

Background: Multimorbidity is associated with significant out-of-pocket expenditures (OOPE) and catastrophic health expenditure (CHE), especially in low- and middle-income countries like India. Despite this, there is limited research on the financial burden of multimorbidity in outpatient and inpatient care, and cross-state comparisons of CHE are underexplored.

Methods: We conducted a cross-sectional analysis using nationally representative data from the National Sample Survey 75th Round 'Social Consumption in India: Health (2017-18)', focusing on patients aged 30 and above in outpatient and inpatient care in India.

View Article and Find Full Text PDF

Background: Caring for older people has become a significant public health concern in Sri Lanka due to the growing aging population. This has placed a heavy burden on family caregivers, particularly those caring for older individuals with multiple chronic conditions. Recognizing this challenge, the present study aimed to evaluate the psychometric properties of the Sinhala version of the 10-item short form of the Burden Scale for Family Caregivers (BSFC-s) and assess caregiver burden and associated factors among caregivers of older people aged over 65 years with multimorbidity.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!