ArticleBMJ open2024
Impact of multimorbidity and complex multimorbidity on healthcare utilisation in older Australian adults aged 45 years or more: a large population-based cross-sectional data linkage study.
Article in BMJ open, 2024. 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.
- Derivation and Validation of Charlson, Elixhauser and RxRisk Cost-Based Comorbidity Indices: A Register-Based Study of 350,000 Individuals Over 11 Years.PharmacoEconomics · 2026Article
- Reconceptualising Dignity-Centred Care for Hospitalised Older Adults: A Discursive Theoretical Analysis Using the Levine's Conservation Model.Journal of advanced nursing · 2026Review
- A Multidisciplinary Integrated Care Program for Complex Chronic Patients: A Real-World Evaluation of Healthcare Utilization and Provider Costs.Healthcare (Basel, Switzerland) · 2026Article
- Machine learning using PROFUND components for 30-day readmission prediction in multimorbid patients: a prospective multicentre study.Scientific reports · 2026Article
- Challenging Encounters: A Systematic Scoping Review to Understand Patients' Influence on GPs' Compliance With Imaging Guidelines.Journal of evaluation in clinical practice · 2026Article
- Determinants of outpatient service use among Orang Asli in Malaysia using Andersen's Behavioural Model.PloS one · 2026Article
- Redefining success: Incorporating long-term survival outcomes into routine benchmarking.Critical care and resuscitation : journal of the Australasian Academy of Critical Care Medicine · 2025Article
- Prevalence of depression and anxiety and related influencing factors in the Chinese population with noncommunicable chronic diseases: A network perspective.World journal of psychiatry · 2025Article
- Physical multimorbidity, concurrent psychiatric morbidity, and emergency department presentation among adults released from prison: a prospective cohort study from Queensland, Australia.Health & justice · 2025Article
- Comprehensive analysis of Australia's aged care system to inform policies for a sustainable future.Frontiers in public health · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesAs life expectancy increases, older people are living longer with multimorbidity (MM, co-occurrence of ≥2 chronic health conditions) and complex multimorbidity (CMM, ≥3 chronic conditions affecting ≥3 different body systems). We assessed the impacts of MM and CMM on healthcare service use in Australia, as little was known about this.
designPopulation-based cross-sectional data linkage study.
settingNew South Wales, Australia.
participants248 496 people aged ≥45 years who completed the Sax Institute's 45 and Up Study baseline questionnaire. PRIMARY OUTCOME: High average annual healthcare service use (≥2 hospital admissions, ≥11 general practice visits and ≥2 emergency department (ED) visits) during the 3-year baseline period (year before, year of and year after recruitment).
methodsBaseline questionnaire data were linked with hospital, Medicare claims and ED datasets. Poisson regression models were used to estimate adjusted and unadjusted prevalence ratios for high service use with 95% CIs. Using a count of chronic conditions (disease count) as an alternative morbidity metric was requested during peer review.
resultsPrevalence of MM and CMM was 43.8% and 15.5%, respectively, and prevalence increased with age. Across three healthcare settings, MM was associated with a 2.02-fold to 2.26-fold, and CMM was associated with a 1.83-fold to 2.08-fold, increased risk of high service use. The association was higher in the youngest group (45-59 years) versus the oldest group (≥75 years), which was confirmed when disease count was used as the morbidity metric in sensitivity analysis.When comparing impact using three categories with no overlap (no MM/CMM, MM with no CMM, and CMM), CMM had greater impact than MM across all settings.
conclusionIncreased healthcare service use among older adults with MM and CMM impacts on the demand for primary care and hospital services. Which of MM or CMM has greater impact on risk of high healthcare service use depends on the analytic method used. Ageing populations living longer with increasing burdens of MM and CMM will require increased Medicare funding and provision of integrated care across the healthcare system to meet their complex needs.
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