• Title/Summary/Keyword: statistical analysis of inpatients

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The Analysis on Annual Utilization Patterns of Inpatients in Korean Medical Hospitals for the Past 10 years (10년간 일개 한의대 부속 한방병원에 입원한 환자에 대한 연도별 이용실태 분석 : 침구의학과를 중심으로)

  • Kim, Hye Su;Kim, So Yun;Kim, Jung Ho;Kim, Young Il
    • Journal of Acupuncture Research
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    • v.33 no.2
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    • pp.61-76
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    • 2016
  • Objectives : This study was designed to clarify population-social characteristics that influence the utilization patterns of hospitalized patients in a traditional korean hospital, thereby providing clinical data which would help further improvements of traditional korean medical service in particular the Acupuncture and Moxibustion. Methods : We investigated population-social characteristics and annual utilization patterns of all patients who were hospitalized for more than 24 hours in a Korean Medical Hospital from January 2005 to December 2014. The obtained data were recorded in the EMR chart and statistical analysis was performed using SPSS 21.0. Additionally, data from the patients admitted to the department of Acupuncture and Moxibustion were analyzed separately. Results : 1. All inpatients had a significant annual difference in age, gender, hospitalized department, and disease code annually but not in re-hospitalization number. Inpatients of the department of Acupuncture and Moxibustion also varied in their age, gender, and disease code annually, but not in re-hospitalization number. 2. Pearson correlation analysis on all inpatients showed that the mean days of hospital treatments had a negative correlation with all variables except medical care insurance. Total cost, cost per day per person and recuperation cost had a positive correlation with all variables except medical care insurance. There was no meaningful relationship between nonrecuperation cost and the variables. 3. Stepwise multiple regression analysis on all inpatients showed that the mean days of hospital treatments had a negative correlation with all variables except automobile insurance. The total hospitalization costs had a positive correlation with both general insurance and medical care insurance. Cost per day per person and recuperation cost had a positive correlation with the females. There was no meaningful relationship between non-recuperation cost and the variables. 4. Pearson correlation analysis on inpatients of the department of Acupuncture and Moxibustion inpatients showed that the mean days of hospital treatments had a positive correlation with all variables except general insurance and automobile insurance. Total cost and recuperation cost had a positive correlation with all variables except medical care insurance, and cost per day per person had a positive correlation with females and general insurance. There was no meaningful relationship between non-recuperation cost and the variables. 5. Stepwise multiple regression analysis on inpatients of the department of Acupuncture and Moxibustion inpatients, the mean days of hospital treatments, total cost, cost per day per person and recuperation cost had a positive correlation with general insurance. There was no meaningful relationship between non-recuperation cost and the variables. Conclusion : Population-social characteristics of inpatients annually varies, and the change influences the utilization pattern.

Utilization Patterns of National Health Insurance and Medical Aid Inpatients in Tertiary Hospitals (건강보험환자와 의료급여환자의 상급종합병원 입원이용 비교)

  • Park, Young-Hee
    • The Korean Journal of Health Service Management
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    • v.6 no.4
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    • pp.83-98
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    • 2012
  • The objective of this study is to analyze the utilization patterns of national health insurance and medical aid inpatients in tertiary hospitals. For the analysis, the study utilize the nationwide data on '2010 Survey of Patients' of Ministry of Health & Welfare. The statistical methodology used in the study is the logistic regression model. This study has three major findings. First, utilization rate of national health insurance inpatients was higher than medical aid inpatients in tertiary hospitals. Second, the significant affecting demographic factors in utilizing tertiary hospitals were sex, age, surgery case, treatment result, inpatients residence region and short length of stay. Third, compared to other disease groups, the inpatients on 'congenital malformation, deformity and chromosomal abnormalities', 'factors influencing health status and contact with health services' and 'neoplasm' groups are more likely to utilize tertiary hospitals. Finally, according to residence region, Seoul residence inpatients in both of national health insurance and medical aid more likely to utilize tertiary hospitals than other region inpatients.

Utilization Patterns of Other Region Inpatients in General Hospitals Located in Seoul Area (타 지역 환자의 서울지역 종합병원 입원이용에 관한 연구)

  • Park, Young-Hee
    • The Korean Journal of Health Service Management
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    • v.5 no.3
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    • pp.63-76
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    • 2011
  • The objective of this study is to analyze the utilization patterns of other region inpatients in general hospitals located in Seoul area. For the analysis, the study utilize the nationwide data on '2008 Survey of Patients' of Ministry of Health & Welfare. The statistical methodology used in the study is the logistic regression model. This study has three major findings. First, the significant affecting sociodemographic factors in selecting general hospitals located in Seoul area was sex, age, type of payment and inpatients residence region. Second, compared to other disease groups, the inpatients on both 'congenital malformation, deformity and chromosomal abnormalities' and 'neoplasm' groups are more likely to utilize general hospitals in Seoul area. Furthermore, in 'neoplasm' disease group, inpatients with 'bones and articular cartilage malignant neoplasm' are more likely to utilize general hospitals in Seoul area. Finally, hospitals with more than 1,000 beds was chief factor in selecting Seoul-based hospitals by other region inpatients. In conclusion, the study showed that other region inpatients are more likely to utilize general hospitals located in Seoul area in case of severe disease, rare case and surgical case. Therefore, central and local authority is required to monitor local hospitals on quality of the medical service as well as support them to establish specialized medical centers by providing human and physical resources.

A Study on the Demands and Present Conditions of Medical Resources in Uijongbu City (의정부시 의료자원의 현황 및 수요에 관한 연구)

  • Son, Jae-Won;Han, Gi-Jeung;Mock, Dae-Sang;Lee, Teuk-Koo
    • Journal of The Korea Institute of Healthcare Architecture
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    • v.6 no.10
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    • pp.23-30
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    • 2000
  • The purpose of this study is to provide the basic data that helps the supplying medical resources through understanding the present conditions of medical resources and the territory of diagnosis in Uijongbu city. To achieve this goal, the statistical data related to the medical resources of Uijongbu city were analyzed; the number of population, medical facility, beds for inpatients, medical personnels and so on. Through the analysis of statistical data, it was revealed that the present conditions of medical resources are so insufficient in Uijongbu city. The results of the study were as follows; Firstly, it should be added to the beds for inpatients. Secondly, it should be characterized by specialization of hospitals. Thirdly, it should be added to the herb medicine hospital.

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Regional Commitment Index of Hospitals (의료기관 특성별 지역환자구성비)

  • Kim, kyung-Ae;Ryu, See-Won;Kim, Young-Rhang
    • Health Policy and Management
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    • v.19 no.4
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    • pp.121-139
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    • 2009
  • Objectives : The purpose of this study was to investigate regional commitment index(RGI) of hospital in Korea, and the relationship RGI and hospital characteristics, such as foundation, region, size. Therefore, we are to suggest fundamental information to make and evaluate healthcare resource policy in hospital- and government-level. Methods : The 'Patient Survey 2002(administered by Ministry of Health and Social Welfare(MOHW)' was analyzed. We selected the patient data of the hospitals above 100 beds. Then, we calculated the RGI, number of same cases divided by all cases in each hospital. By using SPSS/win ver 14.0, statistical analysis such as t-test, ANOVA, correlational and regression analysis was carried out. Results : The results are as follows. 1. Overall mean and standard deviation of RGI were revealed as 0.805${\pm}$0.225 in inpatients, and 0.871${\pm}$0.184 in outpatient. The median of inpatients' and outpatients' RGI were 0.890 and 0.933. The RGI of inpatients of private hospitals were revealed significantly higher than that of the public(public: 0.727, private: 0.822). However, outpatients' RGI was not revealed as significantly different. 2. The RGI of general specialty hospitals were significantly lower than others, therefore we could think that more inpatients and outpatients of general specialty hospitals flowed in from others province or metropolitan cities than other hospital types. 3. The RGI of hospitals holding above 400 beds were significantly lower than others in inpatients and outpatients. 5. The RGI of hospitals were significantly different among sixteen province and metropolitan cities. The RGI inpatients of Gwangju and Daejon metropolitan city were lowest sub-group(0.659, 0.664), and the RGI inpatients of Jeju was revealed as highest, 0.979. 6. Available beds, total doctors, and total employees were negatively correlated with RGI of inpatients and outpatients. 7. The significant influencing factors to RGI of inpatients and outpatients were appeared samely such as available beds, wide healthcare region, hospital size, and foundation type. Conclusions : It is considered that RGI of hospital represent competitive power in healthcare market. Also, the competitive advantage and quality of hospital clustered by characteristics could made out by RGI. Therefore, the results of this study would be useful to develop and evaluate hospital policy of individual hospital or local government.

Clinical Analysis of Symptoms and Oriental Medical Prescriptions According to Elapsed Time of Stroke in Oriental Medical Hospital Inpatients

  • Yun, Hen-Ja;Sung, Kang-Keyng
    • Herbal Formula Science
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    • v.20 no.1
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    • pp.133-147
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    • 2012
  • Objectives : This study was intended to understand characteristics of symptoms, oriental medicine prescription and laboratory test results according to elapsed time of stroke. Methods : Through the medical records of 205 stroke inpatients in the oriental medical hospital in the year 2010, we investigated manifested symptoms, administered oriental medicine prescription and clinical pathological examination results. Collected items were classified to depend on stroke types, cerebral infarction and hemorrhage. We analyzed association between manifested symptoms, the oriental medicine prescription, and laboratory test results of stroke patients and elapsed time. Chi-square tests were performed to determine the significance level of association. Results : All symptoms, prescriptions and laboratory test results in cerebral infarction patients were associated with elapsed time. Especially, symptoms, prescriptions and pathological examination results showed very high statistical significance with elapsed time (a symptom; chi-square(df)=164.3(22), p<0.001, prescription; chi-square(df)=93.5(22), p<0.001, and pathological examination results; chi-square(df)=164.3(22), p<0.0004). But in the case of cerebral hemorrhage, there was not statistical significance. Conclusions : The elapsed time of stroke may be an essential requisite in catching symptoms and prescribing for stroke patients in oriental medical treatment.

A Study on the Characteristics of Inpatients in Korean Medicine Ophthalmology, Otolaryngology & Dermatology Clinic -From March, 2012 to February, 2018, Korean Medicine Hospital of Daejeon University- (한방안이비인후피부과 입원환자의 특성 연구 -2012년 3월부터 2018년 2월까지 대전대학교 둔산한방병원을 중심으로-)

  • Hwang, Mi-Lee;Jung, Hun-A
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.32 no.1
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    • pp.16-31
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    • 2019
  • Objective : The purpose of this study is to analyze the charcateristics of inpatients in Ophthalmology, Otolaryngology & Dermatology Clinic by gender, age, season, and department of medical care after hospitalization from March, 2012 to February, 2018. Method : From March 1, 2012 to February 28, 2018, patients who were admitted to the Ophthalmology, Otolaryngology & Dermatology Clinic of Korean Medical Hospital were classified by gender, age, department, and season, and their relationship, hospitalization period, number of outpatient visits Differences were analyzed objectively using various statistical methods using IBM SPSS 18.0. Results : 1. The number of inpatients was 432, including duplication. Of these, 317 were female and 115 were male. The number of female patients was 2.8 times higher. 2. The average age of the inpatients was 43.9 years and the number of middle-aged 40-50 patients was 48.6%. 3. The number of inpatients in the departments was in the order of dermatology, otology, laryngology, rhinology, and ophthalmology. The most hospitalized diseases were eczema in the dermatology department, sudden hearing loss in the otology department, tonsillitis/peritonsillar abscess, rhinitis in the rhinology department, and dry eye syndrome in ophthalmology. 1) The effect of gender on the difference in the number of inpatients by subdivision was statistically significant. 2) The effect of age on the difference in the number of inpatients by subdivision was statistically significant. 3) The effect of seasons on the difference in the number of inpatients was not statistically significant. 4. The number of inpatients by season was in the order of winter, spring, summer, autumn, and the number of inpatients decreased significantly in autumn. 1) The effect of gender on the difference in the number of hospitalized patients by season was not statistically significant. 2) The effect of age on the difference in the number of hospitalized patients by season was not statistically significant. 5. The average length of hospital stay for inpatients was 10.7 days. 1) The effect of gender on length of hospital stay was not statistically significant. 2) The effect of age on hospital stay was not statistically significant. 3) The effect of the subdivision on hospital stay was statistically significant. 4) The effect of the season on hospital stay was not statistically significant. Conclusion : As a result of this study, the most distinctive feature of the present study was the high rate of inpatients with otic disease like idiopathic hearing loss and Meniere 's syndrome and the high rate of female patients. This may be related to the increased prevalence of the disease and the severity of the disease. In addition, the high rate of female patients suggests that women are more likely to be affected by illnesses, as well as to have more medical use and severe symptoms requiring hospitalization. In the future, it would be better to provide various treatment plans and policies for patients with otic diseases and female patients. Also it would be good if studies on these fields are made in the future.

A Study on Drug awareness information, Usage and Misusage on Elderly Inpatients of Veterans Hospital (보훈병원입원노인환자의 약물정보인식, 약물사용 및 오용실태에 관한 연구)

  • Heo, Young Hi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.9
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    • pp.4326-4334
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    • 2013
  • This study is descriptive research, attempts to determine the status of elderly inpatients of veterans hospital' of drug awareness information, drug use status and drug Misusage. The subjects were 220 patients of aged 65 and over only five metropolitan areas nationwide in drug use in the Veterans Hospital, national merit, the study is from May to June. SPSS Win 18.0 program was used as the data analysis and a statistical statement by mean, standard deviation, t-test and ANOVA, and multiple regression analysis. As a results, there was showed a statistically significant level 'age', 'type of marriage', 'education', 'triage', 'health status' as the general characteristics of the subjects. It showed the 'age' of the variables that influence recognition in the area of drug awareness information, and drug Misusage and drug use status factors seemed to affect the 'health status'. Therefore, It need for a comparative study of elderly inpatients and inpatients of veterans hospital, the research should be qualitative research of veterans medical services to the on reasonable support measures in the Veterans Affairs health care system and national merit.

Analysis of the Characteristics of Patients Admitted to Korean Medicine Ophthalmology, Otolaryngology and Dermatology Department -From March, 2018 to February, 2023, Korean Medicine Hospital of Daejeon University- (한방안이비인후피부과로 입원한 환자들의 특성 분석 -2018년 3월부터 2023년 2월까지 대전대학교 대전한방병원에서-)

  • Jong-Chan Baek;Yoon-Young Choi;Jung-Ah Byun;Seo-Hee Kim;Hyun-A Jung
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.36 no.4
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    • pp.1-18
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    • 2023
  • Objectives : This study retrospectively analyzed the medical records of patients admitted to Korean medicine ophthalmology, otolaryngology and dermatology department of Daejeon Korean medicine hospital from March 2018 to February 2023 to analyze the characteristics of patients receiving inpatient treatment. Methods : We retrospectively analyzed inpatients who admitted to ophthalmology & otolaryngology & dermatology clinic of Daejeon Korean medicine hospital from March 1st, 2018 to February 28th, 2023, according to gender, age, year, season, detailed subdivision. The statistical analysis performed using IBM SPSS 29.0 for Windows. Results : 1. Examining the gender distribution of the patient group, there were 367 female patients, accounting for 71.7% of the total patients, and 145 male patients, accounting for 28.3% of the total patients. 2. When analyzing inpatients by subdivision, otology accounted for more than half of the total number of inpatients, and the combined number of otology and dermatology accounted for more than 80% of the total. 3. As a result of analyzing inpatients by frequent disease, Sudden hearing loss was a significantly higher number of patients, accounting for 22.7% of all inpatients. Conclusions : It was found that the proportion of patients with otologic diseases was very prominent. It is thought that further research is needed to see if the trend of increasing demand for otologic diseases continues.

A Statistical Study of the Patients Admitted to the Department of Acupuncture and Moxibustion Medicine (침구의학과에 입원한 환자들에 대한 통계적 고찰)

  • Lee, Chang-Woo;Lee, Seung-Min;Jeon, Ju-Hyun;Kim, Young-Il;Nam, Seung-Kyu;Kim, Jung-Ho
    • Journal of Acupuncture Research
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    • v.29 no.5
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    • pp.139-149
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    • 2012
  • Objectives : The aim of this study was to investigate clinical features of the patients admitted to the department of acupuncture and moxibustion in an oriental medicine hospital in order to provide clinical preliminary data for advancement of acupuncture and moxibustion Methods : Total 526 patients were admitted to the department of Acupuncture and Moxibustion in Dunsan Oriental Hospital of Daejeon University from September 1st, 2011 to August 31st, 2012. Of these patients 11 were discharged on the day that they were admitted and the remaining 526 patients who were hospitalized for over 2 days were investigated this study. We analyzed inpatients by discharge progress notes and medical records, using PASW statistics 18.0 for statistical analysis. Results : 1. There were 361 females(62.9%) and 213 males(37.1%). The age distribution was skewed to 40s and 50s and the average age of the patients was 42.91 years. 2. The prevalence of the diseases groups was in the order of musculoskeletal disease, neuromuscular disease, neuro-psychological disease, and EENT disease. The musculoskeletal disease and neuromuscular disease together made up 92% of all diseases. 3. The prevalence of individual diagnosis was in the order of Bell's palsy, cervical sprain, lumbar sprain, herniated lumbar disc, herniated cervical disc, and lumbar spinal stenosis. 4. There were 261 patients with single diagnosis and 193 with two and 120 with three or more diagnoses. The days of hospitalization significantly increased with the number of diseases the patients were diagnosed with. Conclusions : With high concentration of patients seen in certain disease groups, continuous efforts needed to expand the usage of acupuncture and moxibustion treatments to other disease groups and to explore and develop other diverse treatment methods for better outcome of the disease treated.