Article Text
Abstract
Objective To examine the association between reimbursement rates and the length of stay (LOS).
Design A retrospective cohort study.
Setting The study was conducted in Shenzhen, China by using health administrative database from 1 January 2015 to 31 December 2017.
Participants 6583 patients with acute myocardial infarction (AMI), 12 395 patients with pneumonia and 10 485 patients who received percutaneous coronary intervention (PCI) surgery.
Measures The reimbursement rate was defined as one minus the ratio of out-of-pocket to the total expenditure, multiplied by 100%. The outcome of interest was the LOS. Multilevel negative binomial regression models were constructed to control for patient-level and hospital-level characteristics, and the marginal effect was reported when non-linear terms were available.
Results Each additional unit of the reimbursement rate was associated with an average of an additional increase of 0.019 (95% CI, 0.015 to 0.023), 0.011 (95% CI, 0.009 to 0.014) and 0.013 (95% CI, 0.010 to 0.016) in the LOS for inpatients with AMI, pneumonia and PCI surgery, respectively. Adding the interaction term between the reimbursement rate and in-hospital survival, the average marginal effects for the deceased inpatients with AMI and PCI surgery were 0.044 (95% CI, 0.031 to 0.058) and 0.034 (95% CI, 0.017 to 0.051), respectively. However, there was no evidence that higher reimbursement rates prolonged the LOS of the patients who died of pneumonia (95% CI, −0.013 to 0.016).
Conclusions The findings indicate that the higher the reimbursement rate, the longer the LOS; and implementing dynamic supervision and improving the service capabilities of primary healthcare providers may be an important strategy for reducing moral hazard in low-income and middle-income countries including China.
- length of stay
- reimbursement rates
- moral hazard
- low-income and middle-income countries
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Footnotes
Contributors JN, JY and HT conceived the study idea and interpreted the data. JN, LL and EC drafted and revised the article. YP and HX undertook the statistical analysis. JY was the principal investigator of the project. All authors have approved the final version of the manuscript for publication. The authors disclosed the receipt of the following financial support for the research, authorship and/or publication of this article.
Funding This work was supported by the National Natural Science Foundation of China (Grant Number: 71774061).
Competing interests None declared.
Patient consent for publication Not required.
Ethics approval Confidential information including name, ID card number, residential address, postal code and insurance number were excluded from the database. Huazhong University of Science and Technology, which was not directly engaged with the data collection, exempted the study as human subject research for secondary analysis of data as defined by DHHS regulations 45 CFR 46.102.
Provenance and peer review Not commissioned; externally peer reviewed.
Data availability statement Data are available upon reasonable request from the Public Hospital Management Center in Shenzhen.
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