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. 2023 Apr 21;14:1189644. doi: 10.3389/fphar.2023.1189644

TABLE 2.

Logistic regression analysis for determinants of polypharmacy in adults ≥65 years old by sex.

Men (n = 9,745) Women (n = 12,096)
OR (CI 95%) ORa* (CI 95%) p-value OR (CI 95%) ORa* (CI 95%) p-value
Total
Age intervals
 65–74 years Reference Reference Reference
 75–84 years 1.81 (1.61–2.03) 1.19 (1.04–1.35) 0.01 1.72 (1.57–1.88)
 ≥85 years 1.99 (1.67–2.34) 1.07 (0.89–1.30) 0.46 1.82 (1.63–2.04)
Marital status
 Single Reference Reference
 Married 1.15 (0.96–1.40) 1.35 (1.13–1.61)
 Widowed 1.45 (1.17–1.80) 2.00 (1.69–2.39)
 Separated or divorced 0.92 (0.68–1.26) 1.10 (0.83–1.45)
Social class
 Social classes I and II 0.67 (0.57–0.79) 0.55 (0.48–0.62)
 Social classes III and IV 0.88 (0.78–0.99) 0.78 (0.72–0.86)
 Social classes V and VI Reference Reference
Educational level
 Without studies Reference Reference
 Primary 0.68 (0.60–0.78) 0.60 (0.54–0.66)
 Secondary or PT 0.50 (0.43–0.58) 0.47 (0.42–0.52)
 University 0.49 (0.40–0.60) 0.30 (0.25–0.37)
Nationality
 Spanish Reference Reference
 Foreigner 0.64 (0.38–1.06) 0.40 (0.26–0.63)
Size of town
 Rural 0.91 (0.81–1.02) 0.91 (0.83–1.02)
 Urban Reference Reference
Self-perceived state of health
 Very good Reference Reference Reference Reference
 Good 2.35 (1.51–3.65) 1.27 (0.80–2.009 0.31 2.69 (1.83–3.96) 1.44 (0.96–2.15) 0.08
 Average 10.67 (6.93–16.43) 2.77 (1.76–4.36) <0.001 13.10 (9.00–19.08) 3.52 (2.37–5.24) <0.001
 Bad 23.41 (15.06–36.40) 4.19 (2.61–6.73) <0.001 31.68 (21.61–46.43) 6.08 (4.05–9.14) <0.001
 Very bad 38.54 (23.61–62.92) 6.26 (3.66–10.71) <0.001 37.39 (24.88–56.19) 6.56 (4.22–10.18) <0.001
Current smoker
 Yes 1.65 (1.38–1.97) 1.33 (1.09–1.62) <0.01 1.56 (1.28–1.90)
 No Reference Reference Reference
Alcohol intake in the last year
 Yes 0.66 (0.59–0.73) 0.57 (0.52–0.62) 0.82 (0.74–0.91) <0.001
 No Reference Reference Reference
Body Mass Index
 Underweight 1.69 (0.88–3.23) 0.74 (0.35–1.55) 0.42 1.22 (0.86–1.74) 0.88 (0.59–1.32) 0.54
 Normal weight Reference Reference Reference Reference
 Overweight 1.21 (1.06–1.39) 1.30 (1.11–1.51) <0.01 1.48 (1.34–1.63) 1.24 (1.11–1.39) <0.001
 Obesity 1.70 (1.46–1.98) 1.43 (1.20–1.70) <0.001 2.49 (2.24–2.77) 1.65 (1.46–1.86) <0.001
Degree of limitation due to a health problem for at least 6 months
 Severely limited 9.08 (7.66–10.78) 2.40 (1.92–3.00) <0.001 8.79 (7.73–9.99) 2.37 (2.02–2.78) <0.001
 Limited but not severely 4.82 (4.26–5.45) 2.04 (1.77–2.35) <0.001 4.79 (4.34–5.29) 1.91 (1.71–2.14) <0.001
 Not at all limited Reference Reference Reference Reference
Visits to the family doctor in the preceding 4 weeks
 0 Reference Reference Reference Reference
 1 1.87 (1.67–2.10) 1.38 (1.21–1.57) <0.001 1.65 (1.51–1.80) 1.25 (1.13–1.38) <0.001
 ≥2 4.43 (3.73–5.26) 2.27 (1.86–2.76) <0.001 2.98 (2.61–3.42) 1.58 (1.35–1.84) <0.001
Hospitalization during the past 12 months
 0 Reference Reference Reference Reference
 1 2.17 (1.88–2.52) 1.22 (1.03–1.44) 0.02 1.93 (1.70–2.19) 1.21 (1.04–1.40) 0.01
 ≥2 3.26 (2.55–4.14) 1.28 (1.09–1.70) 0.03 3.44 (2.77–4.27) 1.67 (1.30–2.14) <0.001
Number of medical diagnoses of chronic conditions
 0 Reference Reference Reference Reference
 1–2 7.67 (1.87–21.50) 5.08 (1.23–6.96) 0.03 4.85 (1.17–20.14) 3.11 (0.74–4.98) 0.12
 ≥3 10.46 (8.68–12.78) 7.69 (5.31–9.30) <0.001 7.30 (3.96–8.91) 4.23 (/3.13–8.51) <0.001

PT: professional training; OR, odds ratio; *ORa, odds ratio adjusted for all sociodemographic variables, health-related determinants and use of clinical care services whose p-value ≤0.15; CI 95%, 95% Confidence Interval. Hosmer-Lemeshow test for men χ2 = 3.25, p-value = 0.92; Nagelkerke’s R 2 for men = 0.35; p-value <0.001. Hosmer-Lemeshow test for women χ2 = 2.50, p-value = 0.96; Nagelkerke’s R 2 for women = 0.37; p-value <0.001.

Missing data in women: Marital status: 28 (0.2%); Social class: 1,403 (8.8%); Nationality: 141 (0.9%); Current smoker: 20 (0.1%); Alcohol intake in the last year: 8 (0.1%); Body Mass Index (BMI): 2,414 (15.2%); Degree of limitation due to a health problem for at least 6 months: 2 (<0.1%); Number of medical diagnoses of chronic conditions: 82 (0.5%); Polypharmacy: 74 (0.5%).

Missing data in men: Marital status: 11 (0.1%); Social class: 97 (0.9%); Nationality: 58 (0.5%); Current smoker: 29 (0.3%); Alcohol intake in the last year: 16 (0.1%); Body Mass Index (BMI): 738 (6.9%); Degree of limitation due to a health problem for at least 6 months: 4 (<0.1%); Number of medical diagnoses of chronic conditions: 45 (0.4%); Polypharmacy: 44 (0.4%).