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Table 2 Multivariable analysis of the association between BMI and frailty among US older adults (N = 3693)

From: Body weight, frailty, and chronic pain in older adults: a cross-sectional study

Risk Factors

Frailty vs. Non-frailty

 

Adjusted PR

95% CI

BMI

 Normal

1.00

–

 Underweight

1.25

1.16–1.36

 Overweight

0.97

0.91–1.03

 Obese

1.15

1.07–1.22

Age group, y

 65–69

1.00

–

 70–79

1.22

1.13–1.31

 ≥ 80

1.55

1.44–1.67

Gender

 Male

1.00

–

 Female

1.00

0.95–1.05

Race/Ethnicity

 Non-Hispanic White

1.00

–

 Non-Hispanic Black

0.92

0.86–1.00

 Mexican American

1.02

0.95–1.10

 Other Hispanic

0.93

0.79–1.10

 Othersa

1.16

1.00–1.34

Educationb

 < High school

1.00

–

 High school

0.94

0.88–1.00

 Some college

0.94

0.88–1.00

 College

0.96

0.88–1.04

Family income-to-poverty ratio

 < 1

1.00

–

 1–2

0.96

0.91–1.02

 > 2 - < 4

0.89

0.82–0.96

 ≥ 4

0.96

0.88–1.04

Alcohol useb

 Nonuse

1.00

–

 Moderate use

0.93

0.87–1.00

 Heavy use

0.94

0.84–1.04

Smokingb

 Never smoker

1.00

–

 Former smoker

1.07

1.01–1.12

 Current smoker

1.14

1.03–1.25

Cancerb

 No

1.00

–

 Yes

1.20

1.14–1.27

Number of chronic conditionsc

 0

1.00

–

 1

1.93

1.60–2.32

 2

3.17

2.66–3.78

 ≥3

4.45

3.75–5.28

  1. Abbreviations. BMI Body mass index, PR Prevalence ratio, CI Confidence interval
  2. aOthers included Asian, the natives of North American, multi-racial, and individuals with other or unknown races and ethnicities
  3. bImputed those with missing values for regression analysis
  4. cChronic conditions of interest include arthritis, osteoporosis, hypertension, diabetes, coronary heart disease, heart attack, thyroid condition, stroke, angina, depression, heart failure, and kidney disease