Objective To investigate the medical charge of in-patients with diabetes and its influencing factors for effective hospital costs controlling. Methods The inpatients with diabetes (the first diagnosis was diabetes; the first three ICD-10 codes of which were between E10 to E14) in Fifth Peoples' Hospital of Chengdu during January to September of 2014 were analyzed for their hospital costs with descriptive statistical method, ANOVA and multiple linear regression method. Statistical analysis was conducted by using SPSS 18.0 software. Results A total of 1 389 cases of diabetes were included. The median of total medical costs and daily costs were 4 554.45 yuan and 446.46 yuan, respectively. The differences of total medical costs and daily costs between diabetes patients with different amount of complications were statistically significant (P<0.001). The factors including age, the way of the medical expense, the number of complications, with acute complications, CCI score and the hospital-stay length were proved to be significantly correlated to total medical costs of diabetes inpatients (P<0.05). Conclusion Age, the way of the medical expense, the number of complications, with acute complications, CCI score and the hospital-stay length are influence factors of medical costs of diabetes inpatients.
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.
ObjectiveTo analyze the clinical effects and hospitalization costs of the enhanced recovery after surgery (ERAS) mode for patients underwent radical resection of hepatocellular carcinoma (HCC). MethodThe clinicopathologic data of adult patients who underwent radical resection of HCC in the West China Hospital of Sichuan University from January 2017 to December 2019 were collected retrospectively. ResultsA total of 1 082 patients were collected according to inclusion and exclusion criteria in this study, including 469 patients in the ERAS mode group and 613 patients in the traditional mode group. There were no significant differences in baseline data such as gender, age, body mass index, preoperative complications, operation type, and medical group between the two groups (P>0.05). Compared with the traditional mode group, the total hospitalization cost, medical service fee, examination fee, bed fee, and cooling and heating fee in the ERAS mode group were lower (P<0.05), the average total hospitalization time was shortened by about 1.2 d (P<0.01), the preoperative hospitalization time was shortened by about 0.3 d (P=0.03), and the postoperative hospitalization time was shortened by about 0.8 d (P<0.01) in the EARS mode group. There were no significant differences in the incidences of specific complications and total complications between the two groups (P>0.05). ConclusionERAS for patients with HCC might play a role in improving rehabilitation efficiency and reducing hospitalization costs.
Objective To analyze the influencing factors of hospitalization costs of obstructive hydronephrosis and explore the optimal grouping of diagnosis-intervention packet (DIP), so as to provide a basis for hospitals to strengthen the cost control of diseases, improve the level of refined management, and improve the compensation mechanism of DIP expenses by medical insurance departments. Methods The homepage data of medical records of Pingshan District People’s Hospital of Shenzhen City from January 2019 to December 2021 were collected, and the information of the discharged patients with the International Classification of Diseases-10th revision code as N13.2 was selected. The factors affecting hospitalization costs were analyzed by single factor analyses and multiple stepwise linear regression, the main surgical methods, number of other operations, and influencing factors of expenses were used as classification nodes, and the decision tree model was used to group and predict costs. Results A total of 1319 patients were included, the median inpatient expense was 10889.59 yuan, and the interquartile range was 10943.89 yuan. The case classification, days of hospitalization, condition of admission, whether it was hospitalized for the first time, whether clinical pathway was implemented, the way of discharge, the number of other diagnoses, and admission path were important factors affecting the inpatient expenses, and 12 groups of case mixes and corresponding expense standards were formed. The reduction in variance was 86.10%, the maximum coefficient of variation was 0.33, and the cost analysis ratio was 96.25%. Conclusions Combining the DIP grouping principle and the multi-factor grouping strategy of diagnosis-related groups, the grouping of obstructive hydronephrosis cases constructed by decision tree model is reasonable and the cost standard is close to reality. The case mixes and cost criteria can provide data support and decision-making reference for hospitals and medical insurance institutions.
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.
Object To investigate the constitution and expense of inpatient diseases in Jili Community Health Service Center (JCHSC) in Liuyang City of Hunan Province from 2008 to 2010, so as to provide baseline data for further study. Methods The questionnaire was applied and inpatient records in JCHSC between 2008 and 2010 were collected. The diseases were classified and standardized according to the International Classification of Disease, 10th Edition (ICD-10) based on the first diagnosis extracted from discharge records. Such information as general condition, discharge diagnosis and medical expenses etc. were analyzed by using statistic software of Microsoft Excel 2003 and SPSS 13.0. Results a) There were 9 chronic diseases and 6 acute ones among the top 15 single diseases, and both the average hospital stay and per-average hospitalization expense of chronic diseases were higher than those of acute ones (7.8 days vs. 5.6 days; ?2 733 vs. ?1551); b) Per-average expense of drugs as for both acute and chronic diseases accounted for nearly 50% of the total/general expense; c) There were 3 types of treatment models in JCHSC. Model A was only the internal medicine therapy, Model B was internal medicine assisted with surgery, and Model C was surgery assisted with internal medicine therapy; d) In detail, the total per-average expenses in JCHSC between 2008 to 2010 as for each single disease were as follows: coronary heart diseases (CHD, ?2 374 to ?2 680), urinary calculi (?3 268 to ?3 337), chronic bronchitis (?2 452 to ?2 488); e) Per-average hospitalization expenses in internal departments were ?1 719 to ?1 942 for acute diseases and ?2 386 and ?2 523 for chronic ones. Among surgical departments, the per-average hospitalization expenses as for acute diseases and chronic diseases were ?1 438 to ?1 579 and ?3 044 to ?3 607, respectively; and f) The average hospital stay for acute diseases in internal departments were 5.5 to 5.8 days for acute diseases and 6.9 to 7.3 days for chronic ones. By contrast, those in surgical departments were 5.9 to 6.2 days for acute diseases and 8.3 days for chronic ones, respectively. Conclusion a) In JCHSC, a total of 7 inpatient diseases among the top 15 single diseases in 2010 are all chronic with per-average total expense over ?2 000, which is higher than the average level of national CHSC (?2 357.6); b) According to the features of expense constitution models of the inpatient single diseases, the hospitalization expense should be controlled specifically; c) There are 3 kinds of diseases with yearly-increasing per-average total expenses as CHD, hypertension and pulmonary infection during recent 3 years; meanwhile, 4 diseases are with yearly-decreasing per-average total expenses as chronic bronchitis, cholecystolithias or accompanied with cholecystitis, diabetes and inguinal hernia; d) The per-average expenses of chronic diseases in surgical departments are higher than those in internal departments, but those of the acute diseases in surgical departments are lower. Meanwhile, the per-average total expenses as for both chronic and acute diseases in surgical departments present a decline trend year by year. Although the per-average expense on drugs as for both acute and chronic diseases in internal departments show a decline trend, the per-average total expenses indicate an ascending trend; and f) The average hospital stay of chronic diseases is longer than acute ones, while that of the surgical diseases is also longer than internal ones.
Objective To analyze the crucial factors which affect the hospitalization expenses of patients with uterine adenomyosis, in order to take corresponding measures. Methods A total of 583 patients diagnosed with uterine fibroids reported by hospitals in urban areas of Suining city through hospital quality monitoring system between December 2013 and December 2015 were included in this study. The main reasons for the expense structure was described by Pareto’s law. The importance of hospitalization expense influencing factors was analyzed by neural network model, and single factor analysis was used to analyze important influencing factors of hospitalization expenses. Results The main factors influencing hospitalization expenses included length of stay in hospital, operation techniques and illness conditions, and their importance value was respectively 0.581, 0.175 and 0.088. Conclusion Based on hospitalization expenses, length of stay in hospital and expense structure, high intensity focused ultrasound therapy is more reasonable in the treatment of uterine adenomyosis.
Objective To explore the subdivision method of diagnosis-related group (DRG) by case-mix payment, and provide reference for reasonable imbursement mechanism and standard for DRG grouping, as well as disease cost accounting and performance assessment for hospitals. Methods The first page data of medical records of 17010 inpatients with uterine fibroids in Obstetrics and Gynecology Hospital of Fudan University from 2019 to 2021 were included. Based on the disease and treatment, combined with the length of hospital stay, other diagnosis and other factors, nonparametric test and generalized linear model were used to explore the factors affecting hospitalization expenses. Decision tree model was performed to yield case-mix related groups and predict the cost. Results The inpatients with uterine fibroids were classified into 13 groups in decision tree model based on the main surgical methods, other surgical types, and length of hospital stay. The reduction in variance was 0.34, and the coefficient of variation was 0.19-0.88. Conclusions The case-mix payment approach based on the decision tree model as the grouping method is more consistent with the actual clinical diagnosis and treatment of uterine fibroids, and can be used as method reference for the subdivision of DRG. Under the background of DRG, subdivision of DRG can provide decision-making basis for refined hospital management, including in-hospital cost accounting and performance allocation.
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 provide references to control the cost of stroke inpatients by analysing pertinent factors of stroke inpatients. Methods According to the models of Anderson and Newnan, univariable analysis and multivariable statistical analysis were applied to a number of factors including predisposing factors, enabling factors, and needs factors in 1 969 stroke inpatients of two third level first-class hospitals in Chongqing. Results Among the 1 969 stroke inpatients, 64% had a history of hypertension, and 50% exhibited hypertension during their stay in hospital. Expenditure on medication consumed the highest costs (51%). Length of stay was the most important factor affecting inpatient expense, additional factors were number of surgical operation, nurse type, Rankin score, number of complications etc. Conclusions Complex measures focusing on hypertension to prevent and control of stroke are recommended. Reducing unnecessary stay in hospital and appropriate prescribing are important methods to reduce cost of stroke inpatients.