• Title/Summary/Keyword: statistical analysis of inpatients

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An Investigation of Factors Affecting Management Efficiency in Korean General Hospitals Using DEA Model (DEA모형을 이용한 종합병원의 효율성 측정과 영향요인)

  • Ahn, In-Whan;Yang, Dong-Hyun
    • Korea Journal of Hospital Management
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    • v.10 no.1
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    • pp.71-92
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    • 2005
  • The purpose of this study is to analyze the efficiency in management of general hospitals and investigate the major factors on efficiency. Specifically, the management of each general hospital is evaluated by using Data Envelopment Analysis(DEA) technique which is a nonparametric statistical method for measurement of efficiency. Then, the influencing factors are investigated through analyses of Decision-Tree Model and Tobit Regression. The target hospitals were general hospitals in which bed sizes are between 200 and 500 among a total of 276 general hospitals. The main data of financial indicators were collected from 48 hospitals, and it was analyzed by using two statistical models. For Model I, three input and two output variables were used for efficiency evaluation. In particular, three input variables were the number of medical doctors, the number of paramedical personnel, and the bed size. And, two output variables were the numbers of inpatients and outpatients per year, adjusted by bed-size. The results of DEA analysis showed that only seven out of 48 hospitals(15%) turned out to be efficient. The decision-tree analysis also showed that there were six significant influencing factors for Model I. Six factors for Model I were Bed Occupancy Rate, Cost per Adjusted Inpatient, New Visit Ratio of Outpatients, Retired Ratio, Net Profit to Gross Revenues, Net Profit to Total Assets. In addition, the management efficiency of hospital is proved to increase as profit and patient-induced indicators increase and cost-related indicators decrease, by the Tobit regression model of independent variables derived from the decision-tree analysis. This study may be contributable to the development of analytic methodology regarding the efficiency of hospital management in that it suggests the synthetic measures by utilizing DEA model instead of suggesting simple ratio-analyzing results.

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Effects of Korean Medicine on 20 Post-TKR Inpatients: A Retrospective Observational Study (슬관절 전치환술 후 한방병원에 입원한 환자 20명에 대한 후향적 분석)

  • Im, Ji-Sung;Kim, Ji-Eun;Jeong, Yeong-jin;Kang, Do-Young;Park, Eun-Sang;Kim, Jong-gyu;Song, Yung-sun
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.36 no.4
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    • pp.138-142
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    • 2022
  • This study aimed to evaluate the effectiveness of Korean rehabilitation treatement for patients with post-TKR. The medical records of inpatients undergoing Korean rehabilitation treatment after TKR from 2016.01.01. to 2021.12.31. during the admission, were analyzed retrospectively. The effect of treatment was evaluated by using a numeric rating scale(NRS) and range of motion(ROM) of knee. Statistical analysis was done using the IBM SPSS statistics 26 program. If the period of hospitalization was within 7 days or change of NRS and ROM was not recorded properly, the case was excluded. All inpatients received acupuncture treatment, Electro-acupuncture. Soyeom pharmaco-acupuncture were used at a high rate. Blood letting cupping therapy, dry cupping therapy, Interferential Current Therapy(ICT) continuous passive motion(CPM), cryotherapy were used at a high rate. A significant improvement was noted when comparing the NRS and knee ROM results at the time of admission and discharge. Korean medical rehabilitation can be effectively used for patients who have undergone TKR, to relieve pain and enable returning to daily activities. It is expected to be helpful in future studies of post-TKR in Korean Medicine. Also It can be used for medical treatment of post-TKR in Korean Medicine Hospital and clinic. However, further research with a high level of evidence is necessary to support this finding.

Symptoms and Symptom Clusters in Non Hodgkin's Lymphoma Patients in Turkey

  • Bolukbas, Ferdag;Kutluturkan, Sevinc
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.17
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    • pp.7153-7158
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    • 2014
  • Background: Non-Hodgkin's lymphoma (NHL) patients demonstrate multiple symptoms in diagnosis and treatment processes. This cross-sectional descriptive study aimed to determine the symptoms and symptom clusters in such patients receiving chemotherapy. Materials and Methods: The study was carried out on a total of 110 inpatients and outpatients receiving treatment in 7 hospitals in Ankara, Turkey. A questionnaire form and the Memorial Symptom Assessment Scale (MSAS) were applied. Percentages, means, t test, one way analysis of variance (ANOVA) and cluster analysis were used for statistical analyses. Results: The most prevalent symptoms in this study were lack of energy, hair loss and change in the way food tastes. The most severe symptoms were hair loss, change in the way food tastes and constipation. The top three most distressing symptoms were taste change, constipation and mouth sores. Seven symptom clusters were determined in this study. Conclusions: Findings of the study will provide an understanding of symptom experiences of Non-Hodgkin's lymphoma patients receiving chemotherapy and will guide determining appropriate nursing interventions. Receiving care of desired quality will contribute to increasing quality of life of affected individuals.

Study on the Medical Cost of Patients Visited by Referral Center: Focusing on the Patient in Gastroenterology (진료의뢰센터 경유환자의 진료비 영향요인에 관한 연구: 소화기내과 환자를 중심으로)

  • Choi, Young-Doo;Lee, Kwang-Soo;Hong, Sang-Jin
    • The Korean Journal of Health Service Management
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    • v.6 no.2
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    • pp.101-109
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    • 2012
  • This study purposed to analyze the differences of cost, length of stay, and number of visits between patients who referred from clinics to a general hospital and patients who directly visit a general hospital. Study sample included 402 patients (177 patients who were not referred from clinics, 225 patients who referred from clinics) who visited the Dept. of Gastroenterology in a university hospital in Daejeon from January to June in 2007. Cost and patients' information were collected from Hospital Information System and medical record. SPSS v.12.0 was used for the statistical analysis. Multiple regression analysis found that for inpatients, location variables and malignant tumors of digestive organs had a significant influence on cost variable. For outpatients, a referring hospital type and visiting month had significant influences on total cost, and sex and visiting month (February) had significant relationship with number of visit. The study results help to understand the differences of patient care depending on whether they were referred from clinics or not. Hospital managements could use the results for marketing purposes, and it could provide valuable information for increasing the competitiveness of hospital in a given market.

Parent Satisfaction with Inpatient Hospital Services in Children's Hospitals (아동전문병원 입원환아 부모의 병원서비스 만족도)

  • Jeong Yong Sun;Kim Jin-Sun
    • Child Health Nursing Research
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    • v.11 no.3
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    • pp.273-281
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    • 2005
  • Purposes: The purposes of this study were to evaluate parent satisfaction with inpatient hospital services in children's hospitals and to identify variables related to parent satisfaction. Method: A descriptive correlation study was conducted. Parents of 165 children who were inpatients in two children's hospitals participated in the study. Data were collected using structured questionnaire at the time of discharge. For statistical analysis, t-test, ANOVA, and Pearson correlation analysis were used. Results: The highest parent satisfaction domain was nursing service, and the lowest parent satisfaction domain was hospital service and accommodations. Parents were less likely to be satisfied with hospital facilities, equipment, noise and cleaning and less likely to be satisfied with the lack of information they received and with the lack of communication with health care professionals. Parents with longer length of stay and with older children reported higher satisfaction than their counterparts. Moreover, parent satisfaction was related to their intention to revisit and related to intention to recommend this surveyed hospital over others. Conclusions: Efforts to improve parent satisfaction in children's hospital service and accommodation are needed to improve the quality of health care. Communication by health care professionals with parents and a partnership between parents and health care professionals are necessary to improve quality of care.

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Relationship between the Level of Local Extinction and Total Medical Service Uses (지역소멸수준과 지역의 총 의료이용 간의 관계)

  • Ji-Hae Park;Jae-Hwan Oh;Je-Gu Kang;Yun-Ji Jeong;Kwang-Soo Lee
    • Health Policy and Management
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    • v.33 no.3
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    • pp.253-263
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    • 2023
  • Background: The purpose of this study was to explore the relationship between the local extinction index and total medical service utilization. Methods: A fixed effects model in panel analysis was performed for the 228 administrative districts in Korea. The statistical yearbook on the usage of medical services by region and Korean Statistical Information Service data were used from 2010 to 2019 for analysis. Medical service utilization was represented by the number of visits day, the number of inpatient days, and medical charges. Control variables were selected by using an Anderson model. The local extinction index was calculated using resident registration population data. Results: Descriptive statistics showed that the number of areas at risk of extinction increased from 61 to 95 for the study years. In addition, the number of visits, the number of inpatient days, and medical charges all increased during the study years. After controlling for variables affecting medical service utilization and doing a panel fixed effects model, the result suggested that a one-step increase in the local extinction index was significantly associated with a 12.29% decrease in medical charges of inpatients, a 7.33% decrease in medical charge of outpatient, a 5.21% decrease in the number of inpatient day, and a 5.54% decrease in the number of visits day. Conclusion: This study showed that the higher the region's extinction risks, the higher the region's total medical service utilization. The results of this study suggested that there was a disparity in medical service utilization between areas at risk of extinction and areas not at risk of extinction, so measures should be taken to address this disparity.

Statistical Analysis Based on ICT for the Satisfaction and Service Evaluation of Patients Admitted to a Nursing Care Integrated Service Ward (간호간병통합서비스 병동 입원 환자의 만족도와 서비스 평가를 위한 ICT 기반 통계분석)

  • Nam, Soon-Yeul
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.1
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    • pp.229-236
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    • 2017
  • The Nursing Care Integrated Service is an inpatient service provided in a ward equipped with all kinds of professional nursing services, nursing environment improvement, and patient safety management through team nursing staff placement through appropriate nursing staff placement. The subjects of the study were 92 patients who agreed to understand and participate in the research purpose as the inpatient ward of a general hospital in Gyeonggi Province, for the study method, frequency, percentage, mean, standard deviation, t-test, ANOVA were applied using SPSS/WIN 21.0 program and the post test was Scheffe test. In addition, the correlation between nursing satisfaction and service evaluation was analyzed by Pearson's correlation. This paper is meaningful in that it reaffirms the importance of satisfaction and presents basic data for improving the quality of service of nursing care integrated service ward inpatients.

A Comparative Study on Stressful Life Events and Coping Methods of Medical Inpatients and Community People (입원환자와 일반인의 스트레스 생활사건과 대처 방법에 대한 비교연구)

  • 최영희
    • Journal of Korean Academy of Nursing
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    • v.12 no.2
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    • pp.91-104
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    • 1982
  • This study on stressful life events and coping methods of medical patients and community people was applied to people who was divided into two groups from July 19 to Aug. 7, 1982, One is hospitalized patients in medical wards of two university hospitals in Seoul. The other is inhibitants in eight Dongs of Seoul. This study compared the number and seversity of stressful life events reported by medical patients and community people within last six months, identified coping methods used by the two groups and explored the relationship between stressful life events and coping methods. Two instruments are used in this study. The first one to measure stressful life events, is Holmes & Rahe(1967)'s S.R.R.S.(Soual Readjustment Rating Scale), which is translated & amended, So that it consists of 51 items. The second one is for evaluating coping method. It consists of 36 items amended through preliminary test after consideration of related literature review and survey on the basis of Bell(1877)’s‘18-item-Questionnaire.’The materials were analyzed by S.P.S.S. (Statistical Package for the Social Science) program. The results of analysis were as follows: 1. There were no significant difference in the number and severity of stressful life events reported by medical patients and community people (p>.05). 2. There were no significant difference in use of coping methods (p>.05). 3. Stressful life events showed a positive correlation with coping methods (r=.363).

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Analysis of the Efficiency of the Oriental Hospital using the DEA(Based on the Number of Patients) (DEA를 이용한 한방병원의 경영효율성 분석: 환자수를 기준으로)

  • Kim, Young Sik;Lee, Woo Cheon
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.11 no.1
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    • pp.75-84
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    • 2016
  • This study is to analyze the efficiency of oriental hospitals using DEA. The input variables are the numbers of doctors, nurses, medical technicians, and beds. The output variables are the numbers of annual inpatients and outpatients. The statistical analysis tools used are EnPas and IBM SPSS Statistics 19. The result in efficiency analysis by establishment type showed that the national and public hospitals had the most efficiency. In the case of location, the efficiency of the oriental hospitals in Seoul was the highest but those in the Metropolitan areas had a relatively low efficiency. If the number of the beds was generally less than 50 beds, the hospitals were highly efficient, but the hospitals in the medium category of 51-100 beds were low in efficiency. The Logistic regression analysis conducted to analyze the variables that have affected the efficiency of oriental hospitals resulted that the efficiency increased by 1.045 everytime the number of nurses increased by 1.

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Efficiency Analysis of Specialists by Medical Specialty using Activity-Based Costing Data: Using the DEA-CCR model and SBM model (활동기준 원가 자료를 활용한 과별 전문의의 효율성 분석 : DEA-CCR 모형과 SBM 모형을 이용)

  • Do Won Kim;Tae Hyun Kim
    • Korea Journal of Hospital Management
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    • v.28 no.2
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    • pp.44-65
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    • 2023
  • Purposes: As super-aging population and low fertility rates are threatening the sustainability of the National Health Insurance funds, enhancing the efficiency of hospital management is paramount. In the past, studies analyzing the efficiencies of hospitals primarily made inter-hospital comparisons, but it is important to assess hospitals' internal efficiency and develop improvement measures in order to attain practical improvements in hospital efficiencies. The purpose of this study is to analyze the efficiencies of specialists by medical specialty in a hospital in order to provide foundational data for efficient hospital management. Methodology/Approach: We used the activity-based costing (ABC) data and hospital statistical data from one tertiary hospital in Seoul to analyze the efficiency of specialists by medical specialty. Efficiency was analyzed and compared among specialists using the data envelopment analysis developed by Charnes, Cooper, and Rhodes (DEA-CCR) model and the slacks-based measure (SBM) models. The input variables were labor cost, material cost, and operational expenses, and the output variables were the number of outpatients, number of inpatients, outpatient revenue, and inpatient revenue. Findings: First, there was a marked deviation in efficiency across specialists. Second, there was a marked deviation in efficiency across medical specialties. Third, there was little difference in efficiency according to the specialist's sex, age, and job position. Fourth, the SBM model produced more conservative results and better explained efficiency parameters than the CCR model. Practical Implications: The efficiency of a specialist was more influenced by their medical specialty than their personal characteristics, namely sex, age, and job position. Therefore, Further research is needed to analyze the efficiencies of each subspecialty and identify factors that contribute to the variations in efficiencies across medical specialties, such as clinical practices and fee structures.

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