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Updated: Jun 16, 2026

Using Motion Capture Technology in the Instrumented Timed Up and Go Test to Detect the Risk of Falling in Aged Adults
Published on: October 25, 2024
Multimorbidity, physical function, and risk of falls in middle-aged adults
Phoebe George1, Chrianna Bharat1, Kevin Murray1
1School of Population and Global Health, The University of Western Australia, Perth, Australia.
Background:
Physical function and multimorbidity are key risk factors for falls in middle-aged adults, but few studies have evaluated these associations in a longitudinal manner. In 3561 participants (1968 females, aged 45-69 years) from the Busselton Healthy Ageing Study, a longitudinal cohort study, we studied the associations of baseline multimorbidity count and patterns with physical function and the subsequent risk of falls at six years.
Method:
At baseline, 21 morbidities were assessed and four multimorbidity patterns were identified using latent class analysis. Physical function tests including hand grip-strength (HGS), timed up and go (TUAG) and five times sit to stand (5TSTS) were performed at Phase 1 (baseline) and Phase 2 (average six years) and falls occurring in the previous 12 months were captured through self-report at Phase 2. General linear models and logistic regression were used to evaluate associations, adjusting for sex and baseline covariates.
Results:
Mean physical function measures worsened by 6.0% to 23.7% between phases; 950 (26.7%) participants reported at least one fall and 383 (10.7%) reported multiple falls. Increasing multimorbidity count was associated with lower physical function at both phases, greater decline over time (HGS: -0.13 kg, TUAG: +0.08 s, 5TSTS: +0.14 s per unit increase), and greater risk of falling and among fallers having multiple falls (odds ratio (OR): 1.14 and 1.15 per unit increase, respectively). Among the multimorbidity classes, the "cardiometabolic" class had the lowest physical function at both phases and the greatest decline over time (2.8-8.8% greater vs "healthy"), whereas the "non-cardiometabolic" class showed the highest risk of falling and having multiple falls (OR: 1.79 and 2.16 vs "healthy", respectively). Associations with falls risk remained significant after further adjustment of physical function measures of either phase.
Conclusion:
Our study underscores the importance of identifying multimorbidity as a risk factor for physical function decline and fall risk in middle-age.
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