• 제목/요약/키워드: Preventive health services

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Trends and Future Direction of the Clinical Decision Support System in Traditional Korean Medicine

  • Sung, Hyung-Kyung;Jung, Boyung;Kim, Kyeong Han;Sung, Soo-Hyun;Sung, Angela-Dong-Min;Park, Jang-Kyung
    • 대한약침학회지
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    • 제22권4호
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    • pp.260-268
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    • 2019
  • Objectives: The Clinical Decision Support System (CDSS), which analyzes and uses electronic health records (EHR) for medical care, pursues patient-centered medical care. It is necessary to establish the CDSS in Korean medical services for objectification and standardization. For this purpose, analyses were performed on the points to be followed for CDSS implementation with a focus on herbal medicine prescription. Methods: To establish the CDSS in the prescription of Traditional Korean Medicine, the current prescription practices of Traditional Korean Medicine doctors were analyzed. We also analyzed whether the prescription support function of the electronic chart was implemented. A questionnaire survey was conducted querying Traditional Korean Medicine doctors working at Traditional Korean Medicine clinics and hospitals, to investigate their desired CDSS functions, and their perceived effects on herbal medicine prescription. The implementation of the CDSS among the audit software developers used by the Korean medical doctors was examined. Results: On average, 41.2% of Traditional Korean Medicine doctors working in Traditional Korean Medicine clinics manipulated 1 to 4 herbs, and 31.2% adjusted 4 to 7 herbs. On average, 52.5% of Traditional Korean Medicine doctors working in Traditional Korean Medicine hospitals adjusted 1 to 4 herbs, and 35.5% adjusted 4 to 7 herbs. Questioning the desired prescription support function in the electronic medical record system, the Traditional Korean Medicine doctors working at Korean medicine clinics desired information on 'medicine name, meridian entry, flavor of medicinals, nature of medicinals, efficacy,' 'herb combination information' and 'search engine by efficacy of prescription.' The doctors also desired compounding contraindications (eighteen antagonisms, nineteen incompatibilities) and other contraindicatory prescriptions, 'medicine information' and 'prescription analysis information through basic constitution analyses.' The implementation of prescription support function varied by clinics and hospitals. Conclusion: In order to implement and utilize the CDSS in a medical service, clinical information must be generated and managed in a standardized form. For this purpose, standardization of terminology, coding of prescriptions using a combination of herbal medicines, and unification such as the preparation method and the weights and measures should be integrated.

Development of tailored nutrition information messages based on the transtheoretical model for smartphone application of an obesity prevention and management program for elementary-school students

  • Lee, Ji Eun;Lee, Da Eun;Kim, Kirang;Shim, Jae Eun;Sung, Eunju;Kang, Jae-Heon;Hwang, Ji-Yun
    • Nutrition Research and Practice
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    • 제11권3호
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    • pp.247-256
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    • 2017
  • BACKGROUND/OBJECTIVES: Easy access to intervention and support for certain behaviors is important for obesity prevention and management. The available technology such as smartphone applications can be used for intervention regarding healthy food choices for obesity prevention and management in elementary-school students. The transtheoretical model (TTM) is comprised of stages and processes of change and can be adopted to tailored education for behavioral change. This study aims to develop TTM-based nutrition contents for mobile applications intended to change eating behaviors related to weight gain in young children. SUBJECTS/METHODS: A synthesized algorithm for tailored nutrition messages was developed according to the intake status of six food groups (vegetables, fruits, sugar-sweetened beverages, fast food and instant food, snacks, and late-night snacks), decision to make dietary behavioral changes, and self-confidence in dietary behavioral changes. The messages in this study were developed from December 2014 to April 2015. After the validity evaluation of the contents through expert consultation, tailored nutrition information messages and educational contents were developed based on the TTM. RESULTS: Based on the TTM, stages of subjects are determined by their current intake status, decision to make dietary behavioral changes, and self-confidence in dietary behavioral changes. Three versions of tailored nutrition messages at each TTM stage were developed so as to not send the same messages for three weeks at most, and visual materials such as figures and tables were developed to provide additional nutritional information. Finally, 3,276 tailored nutrition messages and 60 nutrition contents for applications were developed. CONCLUSIONS: Smartphone applications may be an innovative medium to deliver interventions for eating behavior changes directly to individuals with favorable cost-effectiveness. In addition, using the TTM for tailored nutrition education for healthy eating is an effective approach.

일부지역 의료기관의 외래원무관리 표준화에 관한 연구 (A study on the standardization for outpatient management and adminstration process of some regional hospitals)

  • 김진아;이무식;황혜정;김광환
    • 한국산학기술학회논문지
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    • 제17권7호
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    • pp.357-366
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    • 2016
  • 이 연구는 일부 지역 의료기관의 외래원무관리 표준화를 위해 대한병원협회에 등록된 일부 지역 종합병원 이상 의료기관에 근무하는 원무팀 직원을 대상으로 설문조사 하였다. 이 연구의 결과를 요약하면 다음과 같다. 접수업무 프로세스는 설립주체, 병상규모, 원무팀 직원 수, 일평균 외래환자 수에 따라 큰 차이는 없었다. 그러나 진찰료 선납 여부는 병상 규모가 클수록 진찰료 선납을 받았다. 병상 예약업무 프로세스는 설립주체, 병상규모, 원무팀 직원 수, 일평균 외래환자 수에 따라 큰 차이는 없었으나, 예약 후 내원 시 진찰료 선납은 500병상 미만 의료기관이 11.8%, 500병상 이상 의료기관이 50.0%로 나타났다. 이 연구 결과 의료기관에 따라 외래원무관리 프로세스에 큰 차이는 없었으나 전산시스템, 시설관련 부분에 차이를 보였다. 이러한 업무프로세스의 차이를 극복하기 위해서는 의료기관의 경제적 부분이 지원되어야 한다. 환자에게 양질의 의료서비스를 제공하기 위해 의료기관평가인증원 조사항목과 설문을 통해 얻은 다빈도 응답을 토대로 도출한 표준화를 실제 의료기관에 적용하여 그 효과를 분석하는 것이 필요할 것으로 사료된다.

의료전달체계 변경이 3차 의료기관 안과에 미친 영향 (The effect of change of mandatory referral system in an ophthalmology of tertiary care medical institution)

  • 김양수;유승흠;오현주;권오웅
    • 한국병원경영학회지
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    • 제7권1호
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    • pp.88-104
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    • 2002
  • According to the change of mandatory referral system in July 1, 2000, the effect to the medical utilization of outpatient clinic and medical income in ophthalmology of tertiary care medical institute, S Hospital in Seoul was evaluated for 6 months before(1999. 12$\sim$2000. 5) and after(2000. 12$\sim$2001. 5). The results were as follows: 1. The number of outpatients was reduced by 16.6%. The number of patient with blindness low vision, retina, glaucoma increased and that of patient with accommodation refractive error, cataract decreased. 2. The number of cataract patients was reduced by 36.6%. The major location of patient's address was changed to nearer to the hospital. The number of cataract surgery reduced in 4.1%, the waiting time reduced in 42.2%, however surgery time increased in 20.2% and number of postoperative complications increased in 11.4%. 3. The income of outpatient clinic and cataract surgery reduced. Among items of outpatient clinic income, the most increased was ocular examination and the most reduced was injection and drugs. Among items of cataract surgery income, the most increased was operation fee and the most decreased was doctor's fee. In conclusion, for the patient, due to the lowered density of outpatient population more space was provided to the patients with more severe disease entity such as blindness' low vision, retina and glaucoma. For the hospital, the need for the expansion of ophthalmology was not found, however that for creation of the special clinics dealing with more severe disease entity was found. Due to reduced income and increased need of financial investment for the equipment and manpower for the more severe disease entity, the ophthalmology of tertiary care medical institute is faced with financial disaster. It is strongly suggested that the cost of medical practice of more severe disease entity be raised to achieve the success after change of mandatory referral system in ophthalmology.

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일부지역 치과의료서비스에 대한 환자 만족도 조사 (A Study on Patient Satisfaction with Dental Medical Services in Some Areas)

  • 송귀숙;강은주;이흥수
    • 치위생과학회지
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    • 제5권4호
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    • pp.191-198
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    • 2005
  • 치과의료기관의 치과의료서비스에 대한 만족 요인을 파악하여 치과의료기관의 환자 만족도를 향상시키고, 다른 치과의료 기관과의 경쟁력 강화를 위한 정보를 제공하고자 2003년 3월 23일부터 4월 10일까지 전라북도에 소재하고 있는 치과의원에 내원한 환자들을 대상으로 현장 설문 조사한 결과 다음과 같은 결론을 얻었다. 1. 치과의사에 대한 만족도는 남자(4.30), 50세 이상(4.41)의 연령, 중학교 졸업이하(4.30)의 학력에서 높게 나타났다. 치과위생사에 대한 만족도는 직업에서 통계적으로 유의성이 있었으며 회사원(4.38)과 자영업(4.36)에서 높게 나타났으며 공무원(3.86)에서 가장 낮게 나타났다. 2. 내부환경에 대한 만족도는 연령, 학력, 직업에서 통계적으로 유의성이 있었다. 50세 이상(4.23)의 연령, 중학교 졸업 이하(4.11)의 학력, 퇴직 또는 무직(4.31), 자영업(4.11)에서 높게 나타났다. 3. 외부환경에 대한 만족도는 직업에서 통계적으로 유의성이 있었는데 퇴직 또는 무직(3.57)에서 가장 높았으며 공무원(2.83)에서 가장 낮았다. 4. 진료절차에 대한 만족도는 직업에서 통계적으로 유의성이 있었는데 자영업(3.97), 퇴직 또는 무직(3.89)에서 높았으며, 공무원(3.34)과 전문직(3.54)에서 낮았다. 5. 진료비에 대한 만족도는 50세 이상(3.95)의 연령, 고등학교 졸업(3.80)의 학력, 자영업(3.98)과 월평균 소득 300만원 이상(3.99)에서 가장 높게 나타났다. 6. 치과의료서비스를 받은 이후 진료에 대한 전반적 만족도에 영향을 미치는 요인을 분석한 결과 치과의사, 치과위생사, 진료절차, 진료비가 통계적으로 유의성이 있었다.

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<사례보고> 농작업 환경개선을 위한 한국형 참여형 개선활동 교육(PAOT)의 개발과 실제 적용 사례 (<Field action report> Development and Application of Participatory Action Oriented Training(PAOT) for Improvement of Agricultural Working Environment in Korea)

  • 김진석;우극현;민영선;김보균;최경숙;박기수
    • 농촌의학ㆍ지역보건
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    • 제35권4호
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    • pp.417-427
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    • 2010
  • 본 연구는 한국형 농업인 참여형 개선활동 기법(Participatory Action Oriented Training, PAOT) 교육 프로그램을 개발하고 적용함으로써 더 많은 지역으로 이 프로그램이 확산되는 데 기여하고자 시도하였다. 연구진은 농작업 환경 체크리스트를 노지, 과수, 시설, 축산, 복합농 등의 5개 범주로 구분하여 실제 우리나라 농작업 현장에 적합한 것으로 개발하였다. 체크리스트는 농작물 운반과 보관, 작업대와 연장 도구, 안전한 농기계 사용, 농작업 환경관리, 휴식과 일의 분담, 기초안전관리 등 6개의 대분류에 38개의 문항으로 구성하였다. 각 대분류별로 4-7개의 문항으로 구성이 된다. 또한 체크리스트와 교육에 포함할 모범사례들은 연구진이 직접 촬영한 사진과 외국의 사례를 참고로 하여 삽화 전문가에게 의뢰하여 제작한 삽화로 구성하였다. 이렇게 개발한 교재를 바탕으로 한국형 PAOT 프로그램을 개발하여, 경상북도의 4개 농촌 마을의 농업인 94명을 대상으로 2007년 7월에서 2008년 10월까지 4회의 참여형 농작업환경 개선교육을 수행하였다. 교육이 종료 3개월 후 연구진들이 직접 참여 농업인들의 농가를 방문하여 농업인들의 개선계획 실천여부를 확인하였고, 1시간 30분 정도 소요되는 "개선성과 중간 평가회"를 개최하여 개별 마을민들의 개선 성과를 전체 참가자들이 공유하는 시간을 가졌다. 전체 대상자 307명(남자 142명, 여자 165명)중 남자 59(41.5%)명, 여자 35(21.2%)명 등 총 94(30.6%)명이 PAOT 교육에 참가하였다. 전체 교육의 진행시간에 대한 적절성에서는 94.8%가 '만족한다' 이상으로 응답하였고, 교육의 전반적인 내용에는 98.9%가 '만족한다' 이상으로 응답하였고, 농작업 체크리스트 실습에는 100.0%가 '만족한다'고 응답하는 등 만족도 조사 문항 모두 90% 이상에서 만족한다고 응답하였다. 본 연구에서 개발된 농작업 환경 개선을 위한 PAOT 기법은 자발적이면서 지속적으로 농업인의 안전과 건강을 유지할 수 있는 하나의 대안이 될 수 있을 것으로 기대된다. 이를 위해서는 향후 보다 객관적인 연구가 수행되어야 할 것이며 더 많은 실제적인 적용 경험을 축적하는 것이 필요할 것이다.

당뇨병 환자의 상용치료원 보유가 의료이용 및 의료비에 미치는 영향 (Effects of Usual Source of Care by Patients with Diabetes on Use of Medical Service and Medical Expenses)

  • 이소담;신의철;임재영;이상규;김지만
    • 한국병원경영학회지
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    • 제22권3호
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    • pp.1-17
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    • 2017
  • 목적: 상용치료원(usual source of care)은 아프거나 건강문제에 대한 조언이 필요할 때 주로 방문하는 특정 개인의원, 보건소, 혹은 기타 장소로, 상용치료원 보유는 예방서비스를 제공을 더 받게 되며, 보건의료에 대한 전반적인 만족도가 높고, 입원율을 감소시키며 의료급여자의 의료비를 감소시킬 수 있다. 이 연구에서는 당뇨병을 보유하고 있는 20세 이상을 대상으로 상용치료원 보유 여부에 따른 대상자의 현황을 파악하고, 의료이용 횟수 및 의료비의 차이와 이에 영향을 미치는 특성을 분석하였다. 방법: 이 연구는 제7차 한국의료패널 자료를 이용하였다. 상용치료원 보유여부에 따른 의료이용 횟수와 의료비를 비교하기 위해 분산분석을 실시하였으며, 상용치료원 유형에 따른 의료이용 횟수와 의료비용에 영향을 미치는 요인을 파악하기 위해 Tobit 분석을 수행하였다. 결과: Tobit 분석결과, 상용치료원을 보유한 경우 보유하지 않은 경우보다 외래의료비는 증가했으나 입원의료비는 감소하였다. 상용치료원을 보유한 경우 보유하지 않은 경우보다 외래이용횟수와 입원횟수가 증가했으나 통계적으로 유의하지 않았다. 함의: 지속적이고 포괄적인 의료서비스가 제공되는 상용치료원을 당뇨병 환자들이 보유하게 되면, 외래 예방서비스의 이용을 통해 장기적으로 입원의료비의 감소를 기대할 수 있을 것이다.

Variation of Hospital Costs and Product Heterogeneity

  • Shin, Young-Soo
    • Journal of Preventive Medicine and Public Health
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    • 제11권1호
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    • pp.123-127
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    • 1978
  • The major objective of this research is to identify those hospital characteristics that best explain cost variation among hospitals and to formulate linear models that can predict hospital costs. Specific emphasis is placed on hospital output, that is, the identification of diagnosis related patient groups (DRGs) which are medically meaningful and demonstrate similar patterns of hospital resource consumption. A casemix index is developed based on the DRGs identified. Considering the common problems encountered in previous hospital cost research, the following study requirements are estab-lished for fulfilling the objectives of this research: 1. Selection of hospitals that exercise similar medical and fiscal practices. 2. Identification of an appropriate data collection mechanism in which demographic and medical characteristics of individual patients as well as accurate and comparable cost information can be derived. 3. Development of a patient classification system in which all the patients treated in hospitals are able to be split into mutually exclusive categories with consistent and stable patterns of resource consumption. 4. Development of a cost finding mechanism through which patient groups' costs can be made comparable across hospitals. A data set of Medicare patients prepared by the Social Security Administration was selected for the study analysis. The data set contained 27,229 record abstracts of Medicare patients discharged from all but one short-term general hospital in Connecticut during the period from January 1, 1971, to December 31, 1972. Each record abstract contained demographic and diagnostic information, as well as charges for specific medical services received. The 'AUT-OGRP System' was used to generate 198 DRGs in which the entire range of Medicare patients were split into mutually exclusive categories, each of which shows a consistent and stable pattern of resource consumption. The 'Departmental Method' was used to generate cost information for the groups of Medicare patients that would be comparable across hospitals. To fulfill the study objectives, an extensive analysis was conducted in the following areas: 1. Analysis of DRGs: in which the level of resource use of each DRG was determined, the length of stay or death rate of each DRG in relation to resource use was characterized, and underlying patterns of the relationships among DRG costs were explained. 2. Exploration of resource use profiles of hospitals; in which the magnitude of differences in the resource uses or death rates incurred in the treatment of Medicare patients among the study hospitals was explored. 3. Casemix analysis; in which four types of casemix-related indices were generated, and the significance of these indices in the explanation of hospital costs was examined. 4. Formulation of linear models to predict hospital costs of Medicare patients; in which nine independent variables (i. e., casemix index, hospital size, complexity of service, teaching activity, location, casemix-adjusted death. rate index, occupancy rate, and casemix-adjusted length of stay index) were used for determining factors in hospital costs. Results from the study analysis indicated that: 1. The system of 198 DRGs for Medicare patient classification was demonstrated not only as a strong tool for determining the pattern of hospital resource utilization of Medicare patients, but also for categorizing patients by their severity of illness. 2. The wei틴fed mean total case cost (TOTC) of the study hospitals for Medicare patients during the study years was $11,27.02 with a standard deviation of $117.20. The hospital with the highest average TOTC ($1538.15) was 2.08 times more expensive than the hospital with the lowest average TOTC ($743.45). The weighted mean per diem total cost (DTOC) of the study hospitals for Medicare patients during the sutdy years was $107.98 with a standard deviation of $15.18. The hospital with the highest average DTOC ($147.23) was 1.87 times more expensive than the hospital with the lowest average DTOC ($78.49). 3. The linear models for each of the six types of hospital costs were formulated using the casemix index and the eight other hospital variables as the determinants. These models explained variance to the extent of 68.7 percent of total case cost (TOTC), 63.5 percent of room and board cost (RMC), 66.2 percent of total ancillary service cost (TANC), 66.3 percent of per diem total cost (DTOC), 56.9 percent of per diem room and board cost (DRMC), and 65.5 percent of per diem ancillary service cost (DTANC). The casemix index alone explained approximately one half of interhospital cost variation: 59.1 percent for TOTC and 44.3 percent for DTOC. Thsee results demonstrate that the casemix index is the most importand determinant of interhospital cost variation Future research and policy implications in regard to the results of this study is envisioned in the following three areas: 1. Utilization of casemix related indices in the Medicare data systems. 2. Refinement of data for hospital cost evaluation. 3. Development of a system for reimbursement and cost control in hospitals.

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우리나라 농촌(農村)의 모자보건(母子保健)의 문제점(問題點)과 개선방안(改善方案) (Problems in the field of maternal and child health care and its improvement in rural Korea)

  • 이성관
    • 농촌의학ㆍ지역보건
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    • 제1권1호
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    • pp.29-36
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    • 1976
  • Introduction Recently, changes in the patterns and concepts of maternity care, in both developing and developed countries have been accelerating. An outstanding development in this field is the number of deliveries taking place in hospitals or maternity centers. In Korea, however, more than 90% of deliveries are carried out at home with the help of untrained relatives or even without helpers. It is estimated that less than 10% of deliveries are assisted by professional persons such as a physician or a midwife. Taking into account the shortage of professional person i11 rural Korea, it is difficult to expect widespread prenatal, postnatal, and delivery care by professional persons in the near future, It is unrealistic, therefore, to expect rapid development of MCH care by professional persons in rural Korea due to economic and sociological reasons. Given these conditions. it is reasonable that an educated village women could used as a "maternity aid", serving simple and technically easy roles in the MCH field, if we could give such a women incentive to do so. The midwife and physician are assigned difficult problems in the MCH field which could not be solved by the village worker. However, with the application of the village worker system, we could expect to improve maternal and child hoalth through the replacement of untrained relatives as birth attendants with educated and trained maternity aides. We hope that this system will be a way of improving MCH care, which is only one part of the general health services offered at the local health centre level. Problems of MCH in rural Korea The field of MCH is not only the weakest point in the medical field in our country hut it has also dropped behind other developing countries. Regarding the knowledge about pregnancy and delivery, a large proportion of our respondents reported having only a little knowledge, while 29% reported that they had "sufficient" knowledge. The average number of pregnancies among women residing in rural areas was 4.3 while the rate of women with 5 or more pregnancies among general women and women who terminated childbearing were 43 and 80% respectively. The rate of unwanted pregnancy among general women was 19.7%. The total rate for complications during pregnancy was 15.4%, toxemia being the major complication. The rate of pregnant women with chronic disease was 7%. Regarding the interval of pregnancy, the rates of pregnancy within 12 months and within 36 months after last delivery were 9 and 49% respectively. Induced abortion has been increasing in rural areas, being as high as 30-50% in some locations. The maternal death rate was shown 10 times higher than in developed countries (35/10,000 live births). Prenatal care Most women had no consultation with a physician during the prenatal period. Of those women who did have prenatal care, the majority (63%) received such care only 1 or 2 times throughout the entire period of pregnancy. Also, in 80% of these women the first visit Game after 4 months of gestation. Delivery conditions This field is lagging behind other public health problems in our country. Namely, more than 95% of the women deliveried their baby at home, and delivery attendance by a professional person occurred only 11% of the time. Attendance rate by laymen was 78% while those receiving no care at all was 16%. For instruments used to cut the umbilical corn, sterilized scissors were used by 19%, non-sterilized scissors by 63% and 16% used sickles. Regarding delivery sheets, the rate of use of clean sheets was only 10%, unclean sheets, vinyl and papers 72%, and without sheets, 18%. The main reason for not using a hospital as a place of delivery was that the women felt they did not need it as they had previously experience easy deliveries outside hospitals. Difficult delivery composed about 5% of the total. Child health The main food for infants (95%) was breast milk. Regarding weaning time, the rates within one year, up to one and half, two, three and more than three years were 28,43,60,81 and 91% respectively, and even after the next pregnancy still continued lactation. The vaccination of children is the only service for child health in rural Korea. As shown in the Table, the rates of all kinds of vaccination were very low and insufficient. Infant death rate was 42 per 1,000 live births. Most of the deaths were caused by preventable diseases. Death of infants within the neonatal period was 83% meaning that deaths from communicable diseases decreased remarkably after that time. Infant deaths which occurred without medical care was 52%. Methods of improvement in the MCH field 1. Through the activities of village health workers (VHW) to detect pregnant women by home visiting and. after registration. visiting once a month to observe any abnormalities in pregnant women. If they find warning signs of abnormalities. they refer them to the public health nurse or midwife. Sterilized delivery kits were distributed to the expected mother 2 weeks prior to expected date of delivery by the VHW. If a delivery was expected to be difficult, then the VHW took the mother to a physician or call a physician to help after birth, the VHW visits the mother and baby to confirm health and to recommend the baby be given proper vaccination. 2. Through the midwife or public health nurse (aid nurse) Examination of pregnant women who are referred by the VHW to confirm abnormalities and to treat them. If the midwife or aid nurse could not solve the problems, they refer the pregnant women to the OB-GY specialist. The midwife and PHN will attend in the cases of normal deliveries and they help in the birth. The PHN will conduct vaccination for all infants and children under 5, years old. 3. The Physician will help only in those cases referred to him by the PHN or VHW. However, the physician should examine all pregnant women at least three times during their pregnancy. First, the physician will identify the pregnancy and conduct general physical examination to confirm any chronic disease that might disturb the continuity of the pregnancy. Second, if the pregnant woman shows any abnormalities the physician must examine and treat. Third, at 9 or 10 months of gestation (after sitting of the baby) the physician should examine the position of the fetus and measure the pelvis to recommend institutional delivery of those who are expected to have a difficult delivery. And of course. the medical care of both the mother and the infants are responsible of the physician. Overall, large areas of the field of MCH would be served by the VHW, PHN, or midwife so the physician is needed only as a parttime worker.

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병원도산 예측에 관한 연구 (Predicting hospital bankruptcy in Korea)

  • 이무식;서영준
    • Journal of Preventive Medicine and Public Health
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    • 제31권3호
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    • pp.490-502
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    • 1998
  • 본 연구는 우리 나라 병원도산 예측모형을 도출하기 위한 연구로 1992년에서 1997년 사이 5년간의 전국 병원 경영통계 자료를 이용하여 1995년부터 1997년 사이에 도산한 병원중도산전 3년까지의 연속된 자료가 있는 31개 병원을, 비교군 병원은 도산병원과 유사한 병상규모를 가지고 당기순이익이 발생한 31개 우량병원을 선정하여 단계적 판별분석에 의한 실증연구를 시행하였다. 본 연구의 구체적 연구결과는 다음과 같다. 첫째, 도산전 각 연도별로 도산병원과 우량병원간에 연구변수의 단순 평균치분석 결과, 자본구조 지표인 자기자본비율과 수익성지표인 총자본의료이익을, 의료수익의료이익을, 총자본경상이익을, 의료수익경상이익율, 총자본순이익을 등은 도산 1, 2, 3년전 모두에서 도산병원과 우량병원간에 유의한 차이를 보였다. 자본고정성지표는 도산 1년전에 고정비율이 유의한 차이를 보였고, 유동성지표는 도산 1년전에는 유동비율과 당좌비율이 유의한 차이를 보였고 도산 2년전에는 당좌비율만이 유의한 차이를 보였다. 활동성지표로는 도산 1년전에 총자본회전율과 재고자산회전율이 유의한 차이를 보였고 도산 2년전에는 총자본회전율과 의료미수금회전율이, 도산 3년전에는 의료미수금회전율만이 유의한 차이를 보였다. 생산성지표로는 도산 2년전에 총자본투자효율이, 도산 3년전에는 조정환자1인당 부가가치가 유의한 차이를 보였다. 진료실적지표로는 도산 3년전 일평균재원환자수가 유의한 차이를 보였다. 둘째, 도산 1, 2, 3년전 판별함수는 각각 도산 1년전 Z=($0.0166\times$당좌비율)-($0.1356\times$총자본경상이익을)-($1.545\times$총자본회전을), 도산 2년전 Z=($0.0119\times$당좌비율)-($0.1433\times$총자본의료이익율)-($0.0227\times$총자본투자효율), 도산 3년전 Z=($0.3533\times$총자본순이익율)-($0.1336\times$의료미수금회전율)-($0.04301\times$조정환자1인당부가가치)+($0.000119\times$일평균재원환자수)이었다. 셋째, 도출된 도산 1, 2, 3년전 각 판별함수의 예측력은 77.42%, 79.03%, 82.25% 이었다.

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