Mining of Diagnosis and Treatment Data for the Study of Developmental Strategy of Departments of Grade III Level A Hospitals

Corresponding author: zhaoliang, s080011@e.ntu.edu.sg

DOI: 10.12201/bmr.202105.00006

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  Abstract: OBJECTIVE Mastering the operating characteristics and the corresponding developmental strategy of departments of hospitals that are used for department managing and strategic planning actively. METHODS Based on the 330,000 inpatient data obtained from the hospital in the past three years, we mined essential factors and borrowed a clustering model to analyze the operating characteristics of the 79 departments of the hospital. These departments were further divided into four categories, viz. developmental, versatile, service-driven and technique-driven. According to the development and evolution of different types of departments in the past three years, we analyzed the hospital’s high-level development strategies from both horizontal and longitudinal perspectives. RESULTS Taking an all-round department of a grade III level A hospital of Shiyan, we examined its transformation and investigated the actual situation, and found that the results are in accordance with our theoretical analysis of the department transformation. CONCLUSION The model proposed in this study can pave the way for developmental planning of departments and also provide guidance for formulating the optimal development strategy of hospitals.

  Key words: department operation; department evolution; developmental strategy

  Submit time: 1 June 2021

  Copyright: The copyright holder for this preprint is the author/funder, who has granted biomedRxiv a license to display the preprint in perpetuity.
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