Objective To investigate the association between costs of hospitalized patients with diabetes mellitus and their complications in the West China Hospital of Sichuan University, so as to provide baseline data for further research. Methods We extracted the hospitalization case data of hospitalized patients with diabetes mellitus who were discharged from the department of endocrinology and metabolism, or discharged after being transferred to other departments for treatment from January 2011 to December 2012, using the hospital information system (HIS) of the West China Hospital of Sichuan University. The data included baseline of hospital patients, discharge diagnosis, hospitalization costs, and if their medical insurance had been registered in hospital. Then, we classified the diseases according to ICD-10 based on discharge diagnosis, coped the data using Excel 2010 software, and conducted statistical analysis using SPSS 13.0. Results a) In 2011, acute and chronic diabetes complication in diabetes inpatients were 11.9% (166/1 396) and 67.1% (930/1 396), respectively. Most of them had peripheral neuropathy and peripheral vascular disease. b) The most frequently-occurred complications were hypertension, followed by dyslipidemia, and osteoporosis. c) The median hospital stay was 13 days (7 to 9 days), and the median total cost of hospital/person-time was 6 578.88 yuan (4 186.93 to 10 953.89 yuan). d) The total cost and duration of hospitalization increased along with the increasing number of the chronic complications of diabetes. e) The diabetic foot patients were 255 person-times, the median duration of hospitalization was 18 days (13 to 29 days), and the median total cost of hospital/person-time was 16 672.19 yuan (10 903.93 to 28 530.37 yuan). Diabetes patients with foot complication had higher total costs and longer duration of hospitalization than those without foot complication. Conclusion Diabetes mellitus is one of the most important diseases in the department of endocrinology and metabolism, which is heavy disease burden. The costs of hospitalization and chronic complications are closely associated. Among these complications, diabetic foot is the heaviest disease burden.
Objective To investigate the financial burden of in-patients with thyroid diseases in the West China Hospital in Chengdu, Sichuan province, from January 2011 to December 2012, so as to provide baseline data for further research. Methods The data of in-patients (who had been discharged from the department of endocrinology and metabolism or discharged after being transferred to other departments for diagnosis and treatment in the West China Hospital in 2011) were collected from the Hospital Information System (HIS) of the West China Hospital, including basic information, initial diagnosis when the patients were discharged, hospital costs, the information about whether the patients had been registered the insurance in hospital, etc. We classified diseases according to ICD-10 based on the initial diagnosis when the patients were discharged on the first page of case reports. The data were input using Excel 2010 software, and statistical analysis was performed using SPSS 13.0 software. Results The results showed that: a) in 2011, 205 person-times were hospitalized in the department of endocrinology and metabolism, of which, 84 were male and 121 were female, with mean age of 45.3±15.7 years; b) for patients with thyroid diseases, median hospital stay was 10 days, the average cost of hospital stay for each patient was RMB 2 881.43 yuan, most of which was for lab tests and examination; c) the person-times of patients with hyperthyroidism was 162, accounting for 79.5% of the total of thyroid diseases, median hospital stay was 10 days, and the average cost of hospital stay was RMB 2 958.36 yuan; and d) there was no association between the number of hyperthyroidism complications and hospital stay and costs. Conclusion Thyroid diseases are a commonly-seen disease in the department of endocrinology and metabolism, of which, hyperthyroidism accounts for the most. There is no association between the number of hyperthyroidism complications and hospital stay/costs.
Objective To investigate financial burden of in-patients with hypothalamus-pituitary-adrenal gland/gonad diseases in the West China Hospital of Sichuan University, 2011, so as to provide baseline data for further research. Methods The data of in-patients (who had been discharged from the department of endocrinology and metabolism or discharged after being transferred to other departments for diagnosis and treatment in the West China Hospital in 2011) were collected from the Hospital Information System (HIS) of the West China Hospital, including basic information, initial diagnosis when the patients were discharged, hospital costs, the information about whether the patients had been registered the insurance in hospital, etc. We classified diseases according to ICD-10 based on the initial diagnosis when the patients were discharged on the first page of case reports. The data were input using Excel 2010 software, and statistical analysis was performed using SPSS 13.0 software. Results The results showed that: in 2011, 352 person-times of in-patients with hypothalamus-pituitary-adrenal gland/gonad disease as first diagnosis were hospitalized in the department of endocrinology and metabolism, of which, 139 were male and 213 were female, with mean age of 42.9±15.0 years; and b) median hospital stay was 11 days, the average cost of hospital stay for each patient was RMB 4 361.09 yuan, most of which was for lab tests, examination, and biomedicine cost. Conclusion Hypothalamus-pituitary-adrenal gland/gonad diseases are an important health problem in the department of endocrinology and metabolism in a Triple-A Hospital. Most of hospitalization costs are for lab tests, examination, and biomedicine cost.
Objective To Provide statistical references for disease-based payment reform with Diagnosis Related Groups (DRGs). Methods Based on 1 969 stroke inpatients from two hospitals in Chongqing city, we used classification and regression trees (CART) of decision tree to establish classification regulations of the case-mix model for stroke inpatients, and multivariate statistical model to evaluate whether the case-mix could provide a satisfactory prediction to costs for stroke inpatients in comparison with the foreign model. Results ① The classification nodes of our model were surgical procedure, nursing care degree, and hospital infection respectively by which 1 969 stroke inpatients were divided into 5 groups. The classification nodes in foreign model were surgical procedure, age≥50 years, and whether patients would refer to other institutions after leaving the hospitals by which 1 969 stroke inpatients were also classified into 5 groups. ② For medical institutions and the third payers, we found that the data from our model could explain 80.46% of the total costs and 16.58% for individual inpatient, which were higher than that of foreign model (76.87% for medical institutions and the third payers, 9.13% for individuals ). Conclusions Compared with foreign model, our model is more suitable for the situation in China. The study is only based on 1 969 stroke inpatients from south west part of China, so the conclusion needs further studies to confirm.
Objective To investigate the disease constitution and hospitalization cost in Yong’an Central Township Health Center (YaC) in Shuangliu County of Sichuan Province from 2008 to 2010, so as to provide baseline data for further research. Methods Questionnaire and focus interview were carried out; case records and cost information of YaC inpatients in 2008, 2009 and 2010 were collected. The diseases were classified according to ICD-10 based on the first diagnose and the cost was analyzed. Data including general information of the inpatients, discharge diagnosis, hospitalization expenses, and drug cost etc. were rearranged and analyzed by Excel software. Results a) The total number of inpatients were 4 236, 4 335 and 4 844 in 2008, 2009 and 2010, respectively. Females were more than males (56.99% vs. 42.96%, 55.59% vs. 44.1%, 54.36% vs. 45.62%), and their disease spectrum included 20 categories, which accounted for 95% of disease classes of ICD-10; b) The inpatients suffering from top three systematic diseases accounted for 62.74% to 72.31%, which included the respiratory, digestive, urinary tract and urogenital systematic disease; c) The top 15 single diseases were upper respiratory infection, acute bronchitis, pulmonary infection, acute gastroenteritis, fracture, acute appendicitis, chronic bronchitis, calculi in urinary system, cerebral vascular insufficiency, lumbar vertebra disease, acute gastritis, superficial injury, chronic gastritis, hypertension, and cholecytolithiasis or cholecystitis; d) The number of inpatients in the group of over 15-24 ages with chronic diseases increased with age and females were more than males. The acute disease burden of inpatients in 0-4 age group was the heaviest, who only suffered from acute diseases and males were more than females. The inpatients in 25-54 age group suffered from more acute diseases than chronic diseases and females were more than males; and e) The inpatients’ average costs of chronic diseases were higher than those of acute diseases in 2010 (1 564.45 yuan vs. 1 104.11 yuan) and those of either Xintian Central Township Health Center (1 311.81 yuan) or Gaozha Central Township Health Center (1 002.99 yuan). Conclusion a) In recent three years, the main systematic diseases that inpatients suffer are digestive, respiratory, and urinary tract and urogenital system diseases; the acute diseases are more than the chronic; the acute diseases mainly include infection and injury; b) During the past three years, the top 15 diseases have been stable and the same diseases include upper respiratory infection, pulmonary infection, acute bronchitis, acute appendicitis, acute gastritis, acute gastroenteritis, fracture, chronic gastritis, chronic bronchitis, and calculi in urinary system; c) It should be paid attention to the inpatients with chronic diseases in over 15-24 age group and the inpatients with acute diseases in 0-4 age group; and d) The inpatients’ average costs of top 15 diseases in 2010 were higher than those of either XtC or GzC, and consideration on rationality of the hospitalization cost should be paid attention to.
ObjectiveTo investigate constitution and financial burden of disease in the West China Hospital of Sichuan University during 2011-2012. MethodsThe data of in-patients (who had been discharged from the department of endocrinology and metabolism or discharged after being transferred to other departments for diagnosis and treatment in the West China Hospital from January 2011 to April 2012) were collected from the Hospital Information System (HIS) of the West China Hospital, including basic information, discharge diagnosis, hospital costs, the information about whether the patients had been registered the insurance in hospital, etc. We classified diseases according to ICD-10 based on each diagnosis when the patients were discharged on the first page of case reports. The data were input using Excel 2010 software, and statistical analysis was performed using SPSS 13.0 software. Resultsa) During 2011-2012, in the department of endocrinology and metabolism, the top five commonly-seen diseases of in-patients were:diabetes, followed by hypothalamic-pituitary-adrenal/gonadal disease, diseases other than endocrine disorders, thyroid disease, and metabolic bone disease. b) The diseases of the top five average hospital stay included:diabetes, followed by malnutrition, metabolic bone disease, diseases other than endocrine disorders, and hypothalamic-pituitary-adrenal/gonadal disease. c) The diseases of the top five total costs of included:diabetes, followed by metabolic bone disease, diseases other than endocrine disorders, malnutrition, and other nutrients deficiency. ConclusionDiabetes and its complications are the major disease as well as the major cause of the burden of disease in the in-patient department of endocrinology and metabolism of the West China Hospital of Sichuan University.
It's common that general rules exist in a certain classification. The general rules of expense classification enable us to judge the category of a patient as soon as possible and to curb the expense. Theory of rough set helps us reach the best reduction of attributes. Based on the core attributes, classification rules are put forward by value reduction. The results show that 10 core attributes remain in 21 attributes of 1527 inpatients' information and 76 classification rules are founded. All of 76 rules guide classification of the patients. 44 of the 76 rules define the only category of a patient, the other 32 rules defines the potential catagories of a patient. Meanwhile, equal attributes of the same category are summerized to guide the cost control of patients. The results indicate that the theory of rough set is effective in attributes reduction and rule generalization of patient expense classification, and it has important significance on medical practice.
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.