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. 2023 Sep 22;13:15803. doi: 10.1038/s41598-023-42511-5

Table 1.

Description of the model parameters and the source of their values.

Symbol Description Source Pre-intervention value Post-intervention value
H Number of HCWs during a time-shift Clinical data 17 17
KH Per-capita contact rate (daily contacts per HCW per patient) Calculated as a function of h17,37 (see Supplementary Table S3) 0.776 ± 0.008 0.964 ± 0.009
h Hand hygiene compliance Fitted on point prevalence time series 0.855 ± 0.008 0.868 ± 0.008
Aε,ξ Increase in transmission probability by antibiotic consumption

Clinical data

Literature16,29

1.50 1.28
ε Treatment duration (LOS fraction) Clinical data 0.23 0.15
ξ Increased risk of acquiring resistance due to antibiotic pressure Literature29 3.15 2.94
d Average discharge rate (inverse of LOS) Clinical data 1/10.6 days−1 1/9.2 days−1
a Admission rate (new patients per day) Clinical data 3.4 per day 3.6 per day
pF PF fraction at admission Clinical data 0.969
pS PS fraction at admission Clinical data 0.025
pR PR fraction at admission Clinical data 0.006
μH Clearance rate for HCWs (inverse of contamination) Assuming contamination to last 1 h 24 days−1
γ Probability of KP contamination P → HCW per single contact Literature17 0.21
α Probability of KP transmission HCW→ P per single contact Literature21 0.45
q Fraction of HCWs allocated to cohorting Fitted on point prevalence time series 0.10 ± 0.07 0.10 ± 0.07
ωRF Decolonization rate of PR (inverse of colonization duration) Literature18 1 month−1
ωSF Decolonization rate of PS (inverse of colonization duration) Literature18 1 month−1

Parameters value is reported both for the pre- and post-intervention periods.

HCW health care workers, P patients, KP Klebsiella pneumoniae, LOS length of hospital stay, PF not colonized/free, PR colonized/infected by resistant strain, PS colonized/infected by susceptible strain.