Skip to main content
. 2023 Jan 5;13:221. doi: 10.1038/s41598-022-27010-3

Table 3.

Multivariable logistic regression estimates of fall, fall-injury and multiple falls by socioeconomic and health characteristics among older adults.

Variables Fall Fall-injury Multiple falls
aOR (95% CI) aOR (95% CI) aOR (95% CI)
Sleep problems
No Ref. Ref. Ref.
Yes 1.43*** (1.30–1.58) 1.50*** (1.30–1.73) 1.41*** (1.24–1.62)
Pain
No Ref. Ref. Ref.
Yes 1.80*** (1.67–1.95) 1.66*** (1.48–1.87) 1.90*** (1.69–2.12)
Age (in years) 1.00 (0.99–1.00) 0.99 (0.99–1.00) 1.00 (1.00–1.01)
Sex
Male Ref. Ref. Ref.
Female 1.31*** (1.18–1.44) 1.26** (1.09–1.46) 1.45*** (1.26–1.67)
Marital status
Currently in union Ref. Ref. Ref.
Widowed 0.85 (0.57–1.26) 0.69 (0.41–1.15) 0.80 (0.47–1.37)
Others 0.71 (0.45–1.13) 0.62 (0.33–1.16) 0.51* (0.26–1.00)
Living arrangement
Alone Ref. Ref. Ref.
With spouse 0.79 (0.52–1.20) 0.62 (0.35–1.08) 0.68 (0.38–1.21)
With spouse and children 0.83 (0.55–1.26) 0.68 (0.39–1.17) 0.75 (0.43–1.33)
Others 1.08 (0.91–1.28) 1.15 (0.89–1.49) 0.94 (0.75–1.18)
Education (in years) 1.00 (0.99–1.01) 1.00 (0.98–1.01) 0.99 (0.98–1.01)
Work status
Never worked Ref. Ref. Ref.
Not working 1.30*** (1.17–1.45) 1.28** (1.09–1.50) 1.35*** (1.17–1.56)
Working 1.43*** (1.27–1.61) 1.46*** (1.22–1.74) 1.46*** (1.23–1.73)
Retired 0.98 (0.81–1.18) 1.09 (0.83–1.42) 1.04 (0.79–1.37)
Self-rated health
Good Ref. Ref. Ref.
Poor 1.26*** (1.15–1.38) 1.11 (0.97–1.27) 1.49*** (1.32–1.68)
ADL difficulty
No Ref. Ref. Ref.
Yes 1.18** (1.07–1.30) 1.18* (1.03–1.37) 1.27*** (1.11–1.45)
IADL difficulty
No Ref. Ref. Ref.
Yes 1.16*** (1.07–1.27) 1.21** (1.06–1.37) 1.14* (1.00–1.28)
MPCE quintile
Poorest Ref. Ref. Ref.
Poorer 1.20** (1.07–1.35) 1.25* (1.04–1.50) 1.10 (0.93–1.30)
Middle 1.10 (0.97–1.24) 1.27* (1.05–1.52) 1.10 (0.93–1.31)
Richer 1.30*** (1.15–1.47) 1.53*** (1.27–1.84) 1.25* (1.05–1.49)
Richest 1.29*** (1.13–1.46) 1.67*** (1.37–2.02) 1.22* (1.02–1.46)
Religion
Hindu Ref. Ref. Ref.
Muslim 0.84** (0.74–0.96) 0.92 (0.76–1.10) 0.92 (0.77–1.10)
Others 1.18** (1.04–1.34) 0.91 (0.75–1.11) 1.47*** (1.24–1.74)
Caste
SC/ST Ref. Ref. Ref.
OBC 1.19*** (1.07–1.31) 1.05 (0.91–1.22) 1.31*** (1.14–1.51)
Others 1.16** (1.04–1.30) 1.06 (0.90–1.24) 1.22* (1.04–1.42)
Place of residence
Urban Ref. Ref. Ref.
Rural 1.22*** (1.11–1.33) 1.13 (0.99–1.30) 1.28*** (1.12–1.46)
Region
North Ref. Ref. Ref.
Central 1.24** (1.08–1.42) 1.26* (1.03–1.55) 1.39*** (1.15–1.69)
East 1.55*** (1.37–1.75) 1.64*** (1.37–1.97) 1.42*** (1.18–1.70)
Northeast 0.64*** (0.54–0.75) 0.61*** (0.46–0.79) 0.66*** (0.52–0.85)
West 0.82** (0.72–0.93) 0.69*** (0.56–0.84) 1.01 (0.84–1.21)
South 1.37*** (1.20–1.57) 1.55*** (1.29–1.88) 1.28* (1.05–1.55)

Notes: *if p-value < 0.05, ** if p-value < 0.005, *** if p-value < 0.001; aOR: adjusted Odds Ratio; ADL: Activities of daily living; IADL: Instrumental activities of daily living; MPCE: Monthly per capita consumption expenditure.