2023
DOI: 10.1093/heapol/czad015
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Understanding medical corruption in China: a mixed-methods study

Abstract: Medical corruption is a significant obstacle to achieving the health-related Sustainable Development Goals. However, the understanding of medical corruption is limited, especially in developing countries. As the largest developing country, China is also plagued by medical corruption. By employing a mixed-methods design and combining data from three resources, this study attempts to examine patterns of medical corruption in China, explore its key drivers, and investigate the perceived effectiveness of recent an… Show more

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Cited by 11 publications
(5 citation statements)
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“…Based on previous studies on financial performance (45,46), the following eight enterprise characteristics were selected as control variables: (1) transaction cost (TC), which is equal to the ratio of selling expenses to revenue from the primary business; (2) volatility, which is measured by taking the natural logarithm of the stock's return over the last 250 trading days; (3) financial leverage (Lev), which is the ratio of total liabilities to total assets; (4) return on assets (ROA), which is the net income divided by the total assets; (5) enterprise size (Size), which is measured by taking the natural logarithm of the book value of total assets; (6) book-to-market ratio (BM); (7) ownership concentration (Top10), which can reflect the enterprise's shareholding structure and can be measured by the shareholding percentage of the top ten shareholders; and (8) earnings per share (EPS) of the company's stock. These variables and the data were obtained by manually screening the CSMAR quarterly reports.…”
Section: Datamentioning
confidence: 99%
See 1 more Smart Citation
“…Based on previous studies on financial performance (45,46), the following eight enterprise characteristics were selected as control variables: (1) transaction cost (TC), which is equal to the ratio of selling expenses to revenue from the primary business; (2) volatility, which is measured by taking the natural logarithm of the stock's return over the last 250 trading days; (3) financial leverage (Lev), which is the ratio of total liabilities to total assets; (4) return on assets (ROA), which is the net income divided by the total assets; (5) enterprise size (Size), which is measured by taking the natural logarithm of the book value of total assets; (6) book-to-market ratio (BM); (7) ownership concentration (Top10), which can reflect the enterprise's shareholding structure and can be measured by the shareholding percentage of the top ten shareholders; and (8) earnings per share (EPS) of the company's stock. These variables and the data were obtained by manually screening the CSMAR quarterly reports.…”
Section: Datamentioning
confidence: 99%
“…Under the principle that medical institutions sell drugs for profit, pharmaceutical enterprises and medical institutions (e.g., hospitals) have formed an interest community, raising drug prices with the help of kickbacks and bribes. This is not only detrimental to patients' interests, but it is also not conducive to the healthy development of pharmaceutical enterprises (6,7). In these circumstances, Chinese pharmaceutical enterprises lack the motivation to innovate, invest most of their costs in marketing rather than in researching new drugs or optimizing production technologies, and produce drugs with excessive homogeneity (i.e., a large number of similar drugs can be substituted for each other, and there is a lack of quality drugs that stand out), which prevents efficient improvement of their financial performance.…”
Section: Introductionmentioning
confidence: 99%
“…High drug prices can prevent many patients from receiving timely treatment, endangering public health and potentially undermining the government’s credibility. Pharmaceutical companies, driven by financial gains, often provide kickbacks to medical facilities that utilize expensive medications, engaging in commercial bribery ( 7 ). These “sales costs” are ultimately funded by patients and health insurance funds.…”
Section: Introductionmentioning
confidence: 99%
“…Medical insurance fraud has a vicious impact on the healthcare system and the public interest, it is urgent to combat medical insurance fraud to maintain an effective healthcare system and safeguard the public interest. 8 …”
Section: Introductionmentioning
confidence: 99%
“…Medical insurance fraud has a vicious impact on the healthcare system and the public interest, it is urgent to combat medical insurance fraud to maintain an effective healthcare system and safeguard the public interest. 8 Currently, the primary method for detecting medical insurance fraud in China is manual detection by governmentorganized experts, supplemented by some machine learning tools. 9 However, influenced by factors such as the interregional use of medical insurance funds and the online settlement of medical expenses, the complexity and invisibility of medical insurance fraud are also increasing, which brings tremendous pressure on the government's anti-fraud work in medical insurance.…”
Section: Introductionmentioning
confidence: 99%