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The article presents an algorithm for developing a software package for evaluation of penitentiary healthcare facilities efficiency. The algorithm is based on the data of penitentiary healthcare facilities of the Volga Federal District. To create a computer program algorithm there were chosen indicators and criteria for evaluation of penitentiary health facilities efficiency. Mathematical processing of indicators based on the Analytic Hierarchy Process allows to present the formula for calculating the total integral indicator, which is calculated automatically. The results of calculation are presented in the window interface of the computer program in the form of color charts. In this way it forms a rating of healthcare facilities, where green indicates high level of efficiency, yellow indicates its medium level, red indicates its low level.

The article describes the quality assessment system for infection control in penitentiary institutions that was developed using a mathematical model based on analytic hierarchy process (AHP). The following parameters were chosen as indicators of infection control quality level: HIV, tuberculosis, incidence of other infectious diseases, compliance with sanitary regulations and the water quality. The reliability and adequacy of the research has been proved. Quality assessment of infection control is an important criterion for the successful development of effective measures aimed at the improvement of the epidemiological situation in penitentiary institutions.

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