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. 2026 Jan 19;26:959. doi: 10.1186/s12889-026-26184-z

Table 3.

Meeting any CBI burnout criteria: regression analysis

Univariate Multivariable a
Variable Odds ratio 95% CI p-value Odds ratio 95% CI p-value
Age 1 0.99–1.01 0.99
Gender
 Male Reference Reference Reference
 Female 0.98 0.79–1.21 0.84
Language
 French Reference Reference Reference
 German 0.71 0.56–0.89 0.003**
 Italian 0.74 0.49–1.13 0.16
Employment in % 1 0.99–1.01 0.84
Working hours per week 1 0.99–1.01 0.72
Night shifts per month 1.04 1.01–1.08 0.021* 1.05 1.01–1.09 0.015*
Experience 1.01 1.00–1.02 0.08
Title
 BLS Driver/volunteer 0.49 0.18–1.33 0.16 0.54 0.19–1.54 0.15
 EMT 0.93 0.61–1.42 0.74 0.88 0.57–1.36 0.52
 Paramedic Reference Reference Reference Reference Reference Reference
 Other 0.51 0.30–0.87 0.014* 0.51 0.29–0.90 0.020*
Canton collapsed by population size
 Over One Million Reference Reference Reference
 500,000 to one million 1.26 0.92–1.73 0.15
 250,000 to 500,000 1.2 0.91–1.58 0.20
 Less than 250,000 1.15 0.85–1.55 0.36
Canton collapsed by responses
 Aargau 0.88 0.50–1.55 0.66 0.95 0.53–1.68 0.85
 Basel-City 0.64 0.34–1.17 0.15 0.61 0.33–1.14 0.12
 Bern 0.8 0.55–1.17 0.24 0.81 0.55–1.19 0.28
 Fribourg 1.22 0.68–2.17 0.51 1.2 0.67–2.15 0.54
 Geneva 1.05 0.65–1.70 0.84 1.03 0.63–1.66 0.92
 Grisons 0.63 0.37–1.08 0.09 0.65 0.38–1.12 0.12
 Neuchâtel 2.08 1.19–3.65 0.010* 2.35 1.32–4.17 0.004**
 Ticino 0.86 0.54–1.39 0.54 1.02 0.62–1.68 0.94
 Valais 0.78 0.47–1.29 0.33 0.79 0.48–1.32 0.37
 Vaud 1.09 0.73–1.61 0.68 1.10 0.74–1.65 0.63
 Zurich 0.83 0.57–1.20 0.31 0.81 0.56–1.18 0.28
 Other Reference Reference Reference Reference Reference Reference
Relationship status
 Single 0.95 0.70–1.27 0.71
 In a stable relationship 0.91 0.71–1.16 0.44
 Married Reference Reference Reference
 Divorced 1.64 1.03–2.61 0.036*
 Widowed/other 1.15 0.57–2.30 0.70
Partner working as a healthcare professional
 Yes Reference Reference Reference
 No 0.91 0.72–1.14 0.40
 Not applicable 1.06 0.74–1.51 0.76
Children
 Yes Reference Reference Reference Reference Reference Reference
 No 0.8 0.65–0.99 0.036* 0.77 0.62–0.96 0.021*

aVariables removed at univariate stage: age, gender, employment, working hours per week, canton collapsed by population size, and partner working as a healthcare professional; variables removed during backward stepwise regression: language, experience, and relationship status

HEMS Helicopter emergency medical services, ICU Intensive care unit, BLS Basic life support, EMT Emergency medical technician

Levels of significance: * for p <0.05; ** for p <0.01; *** for p <0.001