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. 2022 Sep 14;17(9):e0274334. doi: 10.1371/journal.pone.0274334

Table 6. Determinants of herbal medicine use using multivariate logistic regression.

OR (95% CI) p-value p-value backward selection procedure (likelihood-ratio test)
Age, years <0.001
    15–24 - -
    25–44 1.24 (0.93–1.67) 0.15
    45–64 1.53 (1.14–2.03) 0.004
    65+ 0.99 (0.70–1.40) 0.95
Gender, female 2.41 (2.01–2.89) <0.001 <0.001
Educational level <0.001
    Primary education - -
    Secondary education 1.43 (1.10–1.87) 0.008
    Tertiary education 1.82 (1.37–2.42) <0.001
Nationality <0.001
    Swiss - -
    Northern/western European 0.97 (0.73–1.29) 0.84
    South European 0.64 (0.44–0.92) 0.02
    Eastern European 0.66 (0.43–1.01) 0.05
    Non-European 0.32 (0.13–0.78) 0.01
Linguistic region <0.001
    German-speaking incl. Romansh-speaking Switzerland - -
    French-speaking Switzerland 1.64 (1.40–1.92) <0.001
    Italian-speaking Switzerland 1.03 (0.77–1.39) 0.82
Body mass index 0.048
    Underweight 1.07 (0.74–1.55) 0.72
    Normal - -
    Overweight 1.01 (0.85–1.21) 0.91
    Obese 0.72 (0.53–0.97) 0.03
Physical disorder in the past 4 weeks <0.001
    None or few - -
    Moderate 1.13 (0.93–1.37) 0.22
    Severe 1.65 (1.32–2.05) <0.001
Allergies 1.23 (1.04–1.45) 0.02 0.005
Intensity of headache or migraine in the past 4 weeks <0.001
    None - -
    Moderate 0.99 (0.83–1.19) 0.93
    High 0.57 (0.40–0.82) 0.002
Impact of health concerns on lifestyle <0.001
    Living without thinking about health - -
    Health concerns affect lifestyle 1.98 (1.45–2.70) <0.001
    Health concerns determine lifestyle 2.12 (1.51–2.98) <0.001
Physical activity 0.007
    None - -
    Partially active 1.43 (0.96–2.14) 0.08
    Sufficiently active, trained 1.63 (1.12–2.39) 0.01
Fruit and/or vegetable consumption <0.001
    < 5 days/week - -
    0–2 portions/day, ≥5 days/week 1.51 (1.05–2.16) 0.02
    3–4 portions/day, ≥5 days/week 1.62 (1.13–2.32) 0.008
    ≥5 portions/day, ≥5 days/week 1.94 (1.35–2.79) <0.001
Last cannabis consumption 0.001
    None - -
    >12 months 1.11 (0.92–1.34) 0.27
    ≤ 12 months 1.25 (0.74–2.10) 0.40
    ≤ 30 days 1.92 (1.29–2.84) 0.001
Mastery <0.001
    Low 1.73 (1.41–2.12) <0.001
    Moderate 1.29 (1.07–1.56) 0.007
    High - -

OR = odds ratio; CI = confidence interval

Full model included age, gender, education level, marital status, occupation, nationality, linguistic region, body mass index, physical disorder in the past 4 weeks, sleep disorder, long-lasting or chronic disease/condition (≥ 6 past months), allergies, cancer, intensity of headache or migraine in the past 4 weeks, psychological distress in the past 4 weeks, depression in the past 2 weeks, impact of health concerns on lifestyle, physical activity, fruit and/or vegetable consumption, daily tobacco consumption, last cannabis consumption, mastery, consultation with general practitioner in the past 12 months, consultation with other medical specialists (except gynecologist) in the past 12 months, survey weights.