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. Author manuscript; available in PMC: 2025 Aug 29.
Published in final edited form as: J Ageing Longev. 2025 Aug 8;5(3):27. doi: 10.3390/jal5030027

Table 3.

Multinomial logistic regression results by frailty latent growth class.

Response
Improving Stable Mildly Worsening Drastically
Worsening
Variable OR (95% CI) OR (95% CI) OR (95% CI) OR (95% CI)
College Degree and Beyond 0.79 (0.57, 1.10) 1 0.76 (0.63, 0.91) 0.64 (0.49, 0.84)
Marital Status
Married
Separated/Divorced 1.44 (0.91, 2.26) 1 1.13 (0.89, 1.43) 1.38 (0.98, 1.94)
Widowed 1.03 (0.71, 1.50) 1 1.06 (0.91, 1.25) 1.15 (0.88, 1.49)
Never Married 0.88 (0.40, 1.95) 1 0.99 (0.63, 1.57) 0.99 (0.66, 1.50)
Living with Partner 0.61 (0.26, 1.43) 1 1.03 (0.67, 1.57) 0.88 (0.40, 1.93)
Insurance
Medicare
Medicaid 1.55 (1.07, 2.24) 1 0.95 (0.77, 1.17) 1.00 (0.71, 1.41)
Medigap 1.27 (0.93, 1.74) 1 1.05 (0.90, 1.23) 1.17 (0.94, 1.46)
Tricare 1.39 (0.73, 2.65) 1 0.92 (0.63, 1.34) 1.50 (0.91, 2.48)
Medicare only
Income
USD 0–24,999
USD 25,000–49,999 1.12 (0.66, 1.91) 1 0.95 (0.76, 1.18) 0.72 (0.51, 1.02)
USD 50,000–74,999 1.12 (0.62, 2.05) 1 1.02 (0.80, 1.31) 0.74 (0.52, 1.07)
USD 75,000–99,999 1.64 (0.91, 2.97) 1 0.67 (0.50, 0.90) 0.68 (0.39, 1.19)
USD 100,000–199,999 1.40 (0.78, 2.51) 1 0.65 (0.44, 0.96) 0.64 (0.36, 1.12)
USD 200,000+ 1.18 (0.39, 3.56) 1 0.41 (0.27, 0.63) 0.28 (0.10, 0.78)
Missing 1.19 (0.86, 1.64) 1 0.80 (0.66, 0.98) 0.78 (0.61, 0.99)
Language
Language other than English
English 0.64 (0.46, 0.88) 1 1.18 (0.97, 1.43) 1.30 (0.90, 1.86)
Health
Multimorbidity 1.18 (0.87, 1.62) 1 1.19 (1.02, 1.38) 1.15 (0.92, 1.43)
Healthcare Access
Seen Doctor Last Year 1.04 (0.62, 1.76) 1 0.96 (0.75, 1.23) 0.88 (0.60, 1.29)
Has Regular Doctor 0.79 (0.36, 1.73) 1 0.81 (0.56, 1.18) 0.61 (0.38, 0.97)
Need help in transportation to doctor 1.24 (0.90, 1.69) 1 1.15 (1.01, 1.32) 1.22 (1.00, 1.48)
Geographical Residence
Urban Residence 0.63 (0.40, 0.99) 1 0.92 (0.77, 1.10) 0.89 (0.66, 1.19)
Community
Household size 1.00 (0.90, 1.12) 1 1.04 (0.97, 1.13) 0.97 (0.86, 1.11)