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. 2025 Apr 28;16(4):1389–1402. doi: 10.1007/s41999-025-01201-3

Table 3.

Unadjusted (n = 3619) and adjusted (n = 3016) logistic regression for study participants with at least one STOPP or at least one START indicator

Characteristic Any STOPP
Unadjusted
Any STOPP
Adjusted
Any START
Unadjusted
Any START
Adjusted
OR 95%CI p OR 95%CI p OR 95%CI p OR 95%CI p
Age ≥ 75 yearsa 1.48 1.28, 1.70 < 0.001h 0.97 0.80, 1.17 0.728 1.43 1.25, 1.64 < 0.001 1.32 1.10, 1.57 0.002
Female sexb 1.24 1.08, 1.43 0.003 1.21 1.00, 1.46 0.048 1.64 1.42, 1.88 < 0.001 1.30 1.09, 1.55 0.003
Educationc
 Secondary level 0.76 0.65, 0.90 0.002 0.84 0.68, 1.03 0.091 1.07 0.91, 1.26 0.414 1.17 0.97, 1.42 0.105
 Third/higher level 0.64 0.54, 0.77 < 0.001 0.78 0.61, 0.99 0.043 0.91 0.77, 1.08 0.274 1.09 0.87, 1.37 0.447
Employmentd
 Retired 1.76 1.39, 2.24 < 0.001 0.96 0.71, 1.30 0.793 2.04 1.62, 2.59 < 0.001 1.89 1.41, 2.54 < 0.001
 Other 1.99 1.51, 2.64 < 0.001 0.98 0.69, 1.41 0.932 2.60 1.98, 3.42 < 0.001 1.98 1.40, 2.80 < 0.001
Health insurancee
 Private insurance only 1.16 0.70, 1.90 0.562 1.19 0.69, 2.03 0.527 1.04 0.68, 1.58 0.868 0.85 0.54, 1.34 0.490
 GMS cover only 2.61 1.62, 4.19 < 0.001 1.38 0.81, 2.34 0.237 1.59 1.06, 2.39 0.025 0.79 0.50, 1.25 0.324
 Dual cover 2.38 1.47, 3.86 < 0.001 1.48 0.86, 2.53 0.156 1.51 0.99, 2.29 0.051 0.75 0.47, 1.18 0.213
Multimorbidityf
 1 condition 1.95 1.39, 2.74 < 0.001 1.62 1.10, 2.39 0.014 1.90 1.31, 2.46 < 0.001 1.83 1.28, 2.63 0.001
 2 conditions 2.51 1.82, 3.48 < 0.001 1.65 1.13, 2.40 0.009 2.81 2.08, 3.79 < 0.001 2.76 1.96, 3.89 < 0.001
 ≥ 3 conditions 5.46 4.02, 7.43 < 0.001 2.40 1.66, 3.48 < 0.001 5.58 1.49, 7.42 < 0.001 5.19 3.69, 7.31 < 0.001
Polypharmacyg
 5–9 medications 4.36 3.72, 5.10 < 0.001 3.70 3.05, 4.47 < 0.001 1.65 1.13, 1.91 < 0.001 1.08 0.90, 1.30 0.390
 ≥ 10 medications 12.27 8.94, 16.84 < 0.001 9.03 6.27, 13.00 < 0.001 2.25 1.70, 2.97 < 0.001 1.32 0.95, 1.84 0.098

aReferent is 65–74 years

bReferent is male sex

cReferent is primary level/none

dReferent is employed; missing data for two participants

eReferent is no cover; missing data for 601 participants

fReferent is no chronic conditions

gReferent is 0–4 regular medications

h Associations with p <0.05 are in bold