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. 2025 Nov 4;15(11):e095352. doi: 10.1136/bmjopen-2024-095352

Table 5. Regression coefficients for workload prediction. São Paulo, 2024. (n=402).

Variables Exp (coef) 95% CI P value
Intercept 34.030 26.393 to 44.329 <0.001
Professional category—nurse 1 (Ref)
Professional category—nursing technician 1.119 0.886 to 1.395 0.333
Surgical size 1 1.00 (Ref)
Surgical size 2 1.165 0.986 to 1.386 0.077
Surgical sizes 3 and 4 1.252 1.018 to 1.549 0.033
ASA I 1
ASA II 1.034 0.918 to 1.163 0.581
ASA III and IV 1.241 1.003 to 1.550 0.050
Procedure performance shift—morning 1 (Ref)
Procedure performance shift—afternoon 1.051 0.931 to 1.189 0.417
Procedure performance shift—night 0.825 0.601 to 1.167 0.250
Professional received support—no 1 (Ref)
Professional received support—yes 0.928 0.826 to 1.044 0.212
Professional experience time >24 months 1 (Ref)
Professional experience time ≤24 months 1.267 1.130 to 1.420 <0.001

Negelkerke’s Pseudo R2 0.128

ASA, American Society of Anesthesiologists Physical Status Score; Exp (coef), exponential of regression coefficient; Ref, reference category.