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 systematically review the associations of cognitive frailty with mortality and hospitalization in the elderly. MethodsThe VIP, PubMed, CNKI, WanFang Data, CBM, Embase, Cochrane Library and Web of Science databases were electronically searched to collect cohort studies on the association of cognitive frailty with mortality or hospitalization in the elderly from inception to May, 2023. Two reviewers independently screened the literature, extracted data and assessed risk of bias of the included studies. Meta-analysis was performed by R 4.2.2 software. ResultsA total of 19 cohort studies involving 63 624 elderly were included. The results of meta-analysis showed that compared with healthy elder, the elder with cognitive frailty had a higher mortality (OR=2.75, 95%CI 2.10 to 3.59, P<0.01) and hospitalization (OR=1.67, 95%CI 1.40 to 2.00, P<0.01). Subgroup analysis showed that cognitive frailty was related to the risk of death in different status of frailty and cognitive function, different assessment tools, different countries of development, different follow-up time and research sites. At the same time, different status of frailty and cognitive function and different levels of development of countries were related to the risk of hospitalization. ConclusionCurrent evidence shows that cognitive frailty can increase the risk of hospitalization and mortality in the elderly. It is suggested that early screening and intervention of cognitive frailty should be carried out to effectively reduce the risk of adverse consequences, so as to achieve healthy aging.
Abstract Objective To investigate the disease constitution and hospitalization expenses in Songqiao Central Township Health Center (SqC) in Gaoyou City of Jiangsu Province in 2010, so as to provide the baseline data of disease burden for further study. Methods The inpatient records of SqC in 2010 were collected. The first discharge diagnoses were classified according to the International Classification of Disease 10 (ICD-10). The general information of the inpatients, discharge diagnosis, hospitalization expenses, disease category, age, gender, and reimbursement of expenses were described and analyzed by using Microsoft Excel 2003 and SPSS 13.0 software. Results a) The total number of inpatients was 1036 in 2010, and the gender ratio was about 1.0 (50.7% vs. 49.3%); b) The disease spectrum included 17 categories. The cumulative percents of the top 5 systematic diseases were 81.2%, including the respiratory, digestive, neoplasm, circulatory diseases, and injury, poisoning amp; external causes; c) The top 15 diseases were pneumonia, fracture, malignant neoplasm, benign neoplasm, acute bronchitis, cerebral infarction, hypertension, acute appendicitis, emphysema, cholecystolithias accompanied with cholecystitis, inguinal hernia, coronary heart disease, diabetes mellitus, chronic bronchitis and superficial injury; d) The patients suffering from pneumonia and acute bronchitis were mainly over 65 years old and younger than 5; e) The number of chronic diseases significantly increased with age, especially after the age of 35 years old, and reached the peak at the age over 65 years old; while the acute diseases were mainly distributed at the age younger than 15 yeas old and older than 65 years old. The average length of stay, the total hospitalization and out-of-pocket expenses per capita of the chronic diseases were more than those of the acute ones (13.8 days vs. 9.9 days, ? 3 082 vs. ? 2 615; ? 417 vs. ? 371, respectively); f)The length of stay and total hospitalization per capita were quite higher than the other township health centers (11.6 days vs. 5.2 days, ? 3 001.4 vs. ? 1 004.6); and g) Both of the total reimbursement and out-of-pocket expenses per capita accounted for 44%-57% of the total hospitalization expenses. Among the total reimbursement, the payment from New Cooperative Medical Scheme (NCMS) accounted for over 99%, while that from Medical Aid Scheme only accounted for less than 2%. Conclusion a) The top 3 systematic diseases of SqC are seen in respiratory system, digestive system and neoplasm. The acute diseases are mainly pneumonia and fracture; b) The number of acute or chronic diseases increases significantly with age, especially after 35 years old. Both adolescents and the aged suffer from the heaviest burden of diseases; c) The average length of stay and hospitalization expenses pre capita of SqC are much higher than those of the other township health centers; and d) NCMS is the major source of reimbursement. However, the proportion of out-of-pocket expenses and the burden of diseases are still very high and heavy. Thus the policy of NCMS needs to be adjusted step by step in future.
Objective To analyze the risk factors of hospitalized children with acute asthma exacerbation in Chongqing region. Methods A total of 193 cases were randomly selected from the hospitalized children with acute asthma exacerbation in Chongqing Children’s hospital and Jiangjin District People’s Hospital from January 2009 to December 2009. A self-designed questionnaire was used to collect data. A control group of children were randomly selected from the out-patients who received regular maintain therapy without asthma attacks for more than 3 months. Results The first independent risk factor of asthma hospitalization was respiratory infection ( 85. 5%, 165 /193) . Irregular use of control medications was the second important factor for the acute exacerbation. There were 75% ( 138 /193) patients didn’t take controlmedications regularly, includes 102 undiagnosed and 36 pre-diagnosed cases which was more common than that in regular maintain therapy group ( 21/110, 19. 1% ) . A variety of allergen-induced acute exacerbation of asthma was also common, which accountted for 9. 3 % ( 18/193) . There were more boys than girls ( M/F:124 /69) and no significant difference in the family history of allergic diseases ( P gt; 0. 05) . Conclusion Respiratory infection, under-diagnosis of asthma, and irregular use of the control medications are risk factors of acute exacerbation in children with asthma in Chongqing region. Meanwhile allergen exposure warrantsmore attention.
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.
ObjectiveIn light of the comprehensively implemented reform of medical insurance payments, this study analyzed the impact of the payment intervention and COVID-19 pandemic on hospitalization expenses for identical diseases between traditional Chinese medicine (TCM) and Western medicine hospitals, to provide evidence to promote high-quality coordinated development of hospitals and insurance while reducing patient load. MethodsFrom January 2014 to December 2020, we gathered data including 9 900 individual medical records of woman-related malignant tumors (WMT) from all 23 public hospitals in a district of Shanghai. We developed an interrupted time-series analysis model based on the above two interventions, to compare the inpatient average per-time expenses between different hospitals and different groups. ResultsThe average per-time expenses of WMT in Western hospitals changed from rising to declining after the policy intervention, and increased again during the pandemic. In TCM hospitals, the expenses continued to increase and fluctuated after the pandemic. ConclusionThe policy intervention has achieved a good effect on controlling the cost of Western hospitals, rather than the significant increase in TCM hospitals. Meanwhile, the COVID-19 pandemic has had a significant impact on hospitalization expenses. It’s urgent to develop a payment model that fits the development and characteristics of TCM, to control the unreasonable growth of expenses. Moreover, the financial compensation methods and supervision mechanism of public hospitals should be improved to effectively resist the threat of public health emergencies for the development of hospitals and the legitimate rights of patients.
ObjectiveTo understand the inpatient classification and influence factors of hospitalization expenses, so as to provide basis for hospital management. MethodsThe diagnosis and treatment data of inpatients in a grade A tertiary hospital in 2013 were collected, the percentile method were used to describe the expenses distribution, the K-means clustering method was applied to classify the inpatients, the rank-sum test was utilized to analyze the differences of the costs among different groups, ICD-10 was applied to analyze the diseases distribution, and the median regression was used to analyze the influence factors. ResultsThere were 175 333 inpatients in total. The median of the expenses was 10 016.31 yuan RMB. The inpatients might be classified into seven groups with different expenses (P=0.0001). For inpatients who had no "blood transfusion cost", the top three factors of cost category were operation, laboratory test, examination; for who had "blood transfusion cost", the top three factors of cost category were blood transfusion, laboratory test, examination. There were 2 147, 2 182, 1 499, 1 301, 2 059, 22 and 14 kinds of diseases (ICD-10 four-digit code) respectively among the seven groups. The influence factors could be summarized into patient-related and diagnosis & treatment-related ones. ConclusionThe costs of operation, blood transfusion, laboratory test, and examination affect the inpatients classification greatly. The results could be of help to inform the admission of patients, the expense control and the disease management.
ObjectivesTo investigate risk factors for unplanned readmission in ischemic stroke patients within 31 days by using random forest algorithm.MethodsThe record of readmission patients with ischemic stroke within 31 days from 24 hospitals in Beijing between between 2015 and 2016 were collected. Patients were divided into two groups according to the occurrence of readmission within 31 days or not. Chi-squared or Mann-Whitney U test was used to select variables into the random forest algorithm. The precision coefficient and the Gini coefficient were used to comprehensively assess the importance of all variables, and select the more important variables and use the margind effect to assess relative risk of different levels.ResultsA total of 3 473 patients were included, among them 960 (27.64%) were readmitted within 31 days after stroke hospitalization. Based on the result of random forest, the most important variables affecting the risk of unplanned readmission within 31 days included the length of hospital stay, age, medical expense payment, rank of hospital, and occupation. When hospitalization was within 1 month, 10-day-hospitalization-stay patients had the lowest risk of rehospitalization; the younger the patients was, the higher the risk of readmission was. For ranks of hospital, patients from tertiary hospital had higher risk than secondary hospital. Furthermore, patients whose medical expenses were paid by free medical service and whose occupations were managers or staffs had higher risk of readmission within 31 days.ConclusionsThe unplanned readmission risk within 31 days of discharged ischemic stroke patients was connected not only with disease, but also with personal social and economic factors. Thus, more attention should be paid to both the medical process and the personal and family factors of stroke patients.
Objective To systematically review the influence of frailty on the prognosis of non-cardiovascular surgery heart failure (HF) patients and to provide references for its prevention and management. Methods CNKI, VIP, CBM, WanFang Data, PubMed, EMbase, Web of Science, and The Cochrane Library were searched to collect cohort studies on the prognosis of non-cardiovascular surgery HF patients with frailty from inception to November 1st, 2021. Two reviewers independently screened literature, extracted data, and assessed the risk of bias of the included studies. Then, meta-analysis was performed using RevMan 5.3 software and Stata 14.0 software. Results A total of 20 studies involving 11 127 patients were included. The results of meta-analysis showed that frailty increased the risk of all-cause mortality (HR=1.72, 95%CI 1.61 to 1.84, P<0.000 01), hospitalization (HR=2.06, 95%CI 1.26 to 3.37, P=0.004), and combined endpoint (HR=1.59, 95%CI 1.37 to 1.84, P<0.000 01) in non-cardiovascular surgery HF patients. Conclusion Current evidence shows that frailty can increase the risk of all-cause mortality, hospitalization, and combined endpoints in non-cardiovascular surgery HF patients. Due to the limited quantity and quality of the included studies, more high-quality studies are needed to verify the above conclusion.
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.