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Published March 2, 2017 | Version v1.0.2
Software Open

R code: why sensitive bacteria are resistant to hospital infection control (v1)

  • 1. Oxford University
  • 2. London School of Hygiene & Tropical Medicine
  • 3. University Medical Centre Utrecht

Description

This model simulates the transmission dynamics of two competing strains, i.e. a hospital-adapted resistant strain and a community-adapted sensitive strain, in the hospital and its catchment area.

It has been argued that since infection control measures, such as hand hygiene, should affect resistant and sensitive strains equally, observed discordant changes must have largely resulted from other factors, such as changes in antibiotic use. This model is used to test the validity of this reasoning.

model_functions.R contains all functions including the model, plotting functions and functions to calculate R0.

run_model.R contains the code to run the model and generate output. Parameters listed are those at baseline.

plot_output.R contains the code to plot the model output.

run_model_cdi.R contains the code to run the model and generate output for the Lancet ID correspondence to Dingle et al 2017 (DOI: http://dx.doi.org/10.1016/S1473-3099(16)30514-X). Parameters listed are those used to generate the plot.

plot_model_cdi.R contains the code to generate the figure in the Lancet ID correspondence.

Notes

This research has received funding (EvK, BSC) from the European Community's Seventh Framework Programme FP7/2007-2013 under agreement no. 282512. BSC was also supported by The Medical Research Council and Department for International Development (grant number MR/K006924/1). This study was part of the Wellcome-Trust Major Overseas Programme in SE Asia (grant number 106698/Z/14/Z).

Files

esthervankleef/Two_strain_model_published-v1.0.2.zip

Files (21.5 kB)

Additional details

Funding

R-GNOSIS – Resistance in Gram-Negative Organisms: Studying Intervention Strategies 282512
European Commission

References

  • Van Kleef E, Luangasanatip, N, Bonten MJM, Cooper BS. Why susceptible bacteria are resistant to hospital infection control. Wellcome Open Res 2017