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Nevin Manimala Statistics

Association of BMI-Adjusted Calf Circumference and Age-Specific Cutoff Values With In-Hospital Falls Among Older Adults: A Multicenter Prospective Study

Geriatr Gerontol Int. 2026 Jan;26(1):e70354. doi: 10.1111/ggi.70354.

ABSTRACT

AIM: Calf circumference (CC) is a simple surrogate marker of muscle mass. Body mass index (BMI) adjustment and age-specific cutoffs for low CC have been proposed to optimize its use in clinical practice. This study aimed to clarify the association of BMI-adjusted CC and age-specific cutoffs with in-hospital falls among older adults.

METHODS: This study was conducted using data from the Japan Hospital Acquired Complications (J-HAC) project, a multicenter cohort study. In this analysis, we included adults aged ≥ 65 years. CC was measured on admission, and the occurrence of falls was assessed and recorded by medical personnel throughout the hospitalization. BMI adjustment and age-specific cutoffs for low CC were applied based on previous studies. Multivariable logistic regression models were developed to examine the association between in-hospital falls and BMI-adjusted CC and age-specific low CC cutoffs, adjusting for age and comorbidities.

RESULTS: A total of 808 patients (mean age 83.7 ± 6.6 years, 57.2% females) were analyzed. In females, higher BMI-adjusted CC was significantly associated with a lower risk of in-hospital falls after adjusting for age and comorbidities (adjusted OR = 0.88, 95% CI: 0.77-0.998). Furthermore, low BMI-adjusted CC, as defined by age-specific cutoff values, was independently associated with an increased fall risk in the multivariable model (adjusted OR = 2.39, 95% CI: 1.03-5.54). In contrast, no significant associations were observed in males regardless of CC adjustment or cutoff criteria.

CONCLUSIONS: BMI-adjusted CC and age-specific cutoffs showed a stronger association with in-hospital falls among older females than unadjusted CC. Further validation in diverse populations and outcomes is required to confirm their usefulness.

PMID:41574473 | DOI:10.1111/ggi.70354

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