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find Keyword "Interrupted time series" 3 results
  • Application of interrupted time series analysis in hospital scientific research incentive

    The interrupted time series analysis was used to evaluate the incentive effect of the management methods of the SCI thesis fund for scientific research in West China Hospital of Sichuan University. We found an increase in number of the SCI papers and the growth rate after the adoption of scientific research incentive measures, indicating that the management methods of the SCI thesis fund had the incentive effect of scientific research. The interrupted time series analysis could be used in the incentive analysis of scientific research.

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  • Interrupted time series analysis based on hierarchical data

    Interrupted time series (ITS) analysis is a quasi-experimental design for evaluating the effectiveness of health interventions. By controlling the time trend before the intervention, ITS is often used to estimate the level change and slope change after the intervention. However, the traditional ITS modeling strategy might indicate aggregation bias when the data was collected from different clusters. This study introduced two advanced ITS methods of handling hierarchical data to provide the methodology framework for population-level health intervention evaluation.

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  • Trends in hospitalization expenses of PCI surgery for coronary heart disease patient based on double breakpoint interrupt time series analysis

    ObjectiveThis study aims to investigate the variations in patient hospitalization expenses before the enforcement of the centralized procurement policy, after the implementation of the drug centralized procurement policy, and subsequent to the introduction of the consumables centralized procurement policy. The efficacy of the centralized procurement policy will also be examined. MethodsThis retrospective study utilizes data obtained from the medical records homepage of the Health Information Statistics Center under the Health Commission of Gansu Province. It included 32 938 inpatients who underwent PCI surgery for coronary heart disease in Gansu Province between January 1, 2018, and December 31, 2022. A double-breakpoint interrupted time series model was employed to analyze the fluctuation trends in hospitalization costs among patients across various stages of the centralized procurement policy's implementation. ResultsThroughout the three phases of implementing the centralized procurement policy, the average total hospitalization costs were RMB 46 149.49 yuan, RMB 46 629.12 yuan, and RMB 28 771.76 yuan, respectively. Upon initiating the centralized procurement policy with a focus on drug volume, there was an immediate reduction in average total hospitalization costs, drug costs, consumable costs, and medical service fees by 4.64%, 5.62%, 18.12%, and 8.85%, respectively. However, there was a subsequent increase of 25.28% in average medical service fees. Following this phase, average out-of-pocket costs, treatment costs, and other expenses exhibited a consistent upward trajectory, increasing by an average of 2.23%, 0.15%, and 1.21% per month. Upon the introduction of the centralized procurement policy for consumables, there was an immediate surge of 23.75% in average medical service fees, while average total hospitalization costs, out-of-pocket costs, consumable costs, treatment costs, and rehabilitation costs experienced a gradual decline. ConclusionThe enforcement of centralized procurement policies for drugs and consumables has effectively managed to reduce hospitalization costs for patients undergoing PCI surgery due to coronary heart disease, thereby easing the financial burden on patients. However, changes in consumable costs and average medical service fees were relatively modest. Going forward, it is essential to refine the centralized procurement policy concerning consumables, improve the compensation mechanism for medical service pricing, and enhance the overall value proposition of medical services.

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