• Title/Summary/Keyword: 병원평가

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An Study on Decision Tree Analysis with Imbalanced Data Set : A Case of Health Insurance Bill Audit in General Hospital (의사결정나무 분석에서 불균형 자료의 분석 연구 : 종합병원의 건강보험료 청구 심사 사례)

  • Heo Jun;Kim Jong-U
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2006.05a
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    • pp.1667-1676
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    • 2006
  • 다른 산업과 달리 병원/의료 산업에서는 건강 보험료 심사 평가라는 독특한 검증 과정이 필수적으로 있게 된다. 건강 보험료 심사 평가는 병원의 수익 문제 뿐 아니라 적정한 진료행위를 하는 병원이라는 이미지와도 맞물려 매우 중요한 분야이며, 특히 대형 종합병원일수록 이 부분에 많은 심사관련 인력들을 투입하여, 병원의 수익과 명예를 위해서 업무를 수행하고 있다. 본 논문은 이러한 건강보험료 청구 심사 과정에서, 사전에 수많은 진료 청구 건 중 심사 평가에서 삭감이 될 수 있는 진료 청구 건을 데이터 마이닝을 통해서 발견하여, 사전의 대비를 철저히 하고자 하는 한 국내의 대형 종합병원의 사례를 소개하고자 한다. 데이터 마이닝을 적용함에 있어, 주요한 문제점 중의 하나는 바로 지도학습 기법을 적용하기에 곤란한 데이터 불균형 문제가 발생하는 것이다. 이런 불균형 문제를 해소하고, 비교 조건 중에 가장 효율적인 삭감 예상 진료 건 탐지 모형을 만들어 내기 위하여 데이터 불균형 문제의 기본 해법인 과, Sampling 오분류 비용의 다양하고 혼합적인 적용을 통하여, 적합한 조건을 가지는 의사결정 나무 모형을 도출하였다.

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A Study on Sentiment Score of Healthcare Service Quality on the Hospital Rating (의료 서비스 리뷰의 감성 수준이 병원 평가에 미치는 영향 분석)

  • Jee-Eun Choi;Sodam Kim;Hee-Woong Kim
    • Information Systems Review
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    • v.20 no.2
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    • pp.111-137
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    • 2018
  • Considering the increase in health insurance benefits and the elderly population of the baby boomer generation, the amount consumed by health care in 2020 is expected to account for 20% of US GDP. As the healthcare industry develops, competition among the medical services of hospitals intensifies, and the need of hospitals to manage the quality of medical services increases. In addition, interest in online reviews of hospitals has increased as online reviews have become a tool to predict hospital quality. Consumers tend to refer to online reviews even when choosing healthcare service providers and after evaluating service quality online. This study aims to analyze the effect of sentiment score of healthcare service quality on hospital rating with Yelp hospital reviews. This study classifies large amount of text data collected online primarily into five service quality measurement indexes of SERVQUAL theory. The sentiment scores of reviews are then derived by SERVQUAL dimensions, and an econometric analysis is conducted to determine the sentiment score effects of the five service quality dimensions on hospital reviews. Results shed light on the means of managing online hospital reputation to benefit managers in the healthcare and medical industry.

Quantitative Analysis of Escape Safety in the Hospital by the Change of Floor Plan Types (병원평면의 변화에 따른 피난안정성의 변화에 대한 정량적인 분석)

  • Jeong, Gun-Sik
    • 한국방재학회:학술대회논문집
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    • 2010.02a
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    • pp.33.1-33.1
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    • 2010
  • 불특정다수의 사람들이 이용하는 숙박계시설이며, 자립피난이 곤란한 피난약자에 해당하는 환자 및 노약자, 임산부, 어린이가 대다수 이용하는 병원은 피난안전상 매우 불리한 용도의 건축물이라 할 수 있다. 따라서 본 연구에서는 실재병원의 건립 당시 평면계획과 실재 사용 중 평면을 조사하고, 이를 대상으로 본 연구의 선행연구에서 발표된 피난안전성의 평가법에 적용하여, 병원 평면의 변화에 따른 피난안전성의 변화를 정량적으로 나타내는 것으로, 불가피한 평면의 변경 시에 참고자료로 활용 될 수 있는 근거를 제시 하고자 한다.

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Development of Entrustable Professional Activity, Core Competencies, and Guidelines in 2021 Radiology Competency Education Project (2021년 대한영상의학회 전공의 연차별 수련교과과정 체계화 구축 사업에서 개발한 위임가능 전문직무(Entrustable Professional Activity)와 필수 핵심역량 평가항목 및 평가 가이드라인)

  • You Me Kim;Moon Hyung Choi;Jei Hee Lee;Yun-Jung Lim;Young Jin Kim;Jeong Seon Park;Su Jin Hong;Jung Suk Oh;Ji Seon Park;A Leum Lee;Seung Eun Jung
    • Journal of the Korean Society of Radiology
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    • v.83 no.2
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    • pp.284-292
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    • 2022
  • To provide high-quality training to residents in a rapidly changing medical environment, it is very important to improve the annual training curriculum centered on competency and ensure that training hospitals maintain an environment suitable for training. The Korean Society of Radiology (KSR) has been steadily improving the training system and has suggested the improvement of the training system by strengthening the competency-based evaluation and faculty development. Currently, KSR was selected for the second annual training curriculum systematization construction project in July 2021, and developed entrustable professional activities, core competencies, and assessment guidelines required by the construction project. Therefore, the development process and assessment guidelines will be introduced to residents and the faculty.

Efficiency Evaluation of General Hospitals using DEA (DEA를 이용한 종합병원의 효율성 평가)

  • Park, Byung-Sang;Lee, Yong-Kyoon;Kim, Yoon-Shin
    • The Journal of the Korea Contents Association
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    • v.9 no.4
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    • pp.299-312
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    • 2009
  • Unlike profit-seeking businesses, hospitals provide medical services to promote the public good in a way, and they need a reform of management to ensure sustainable growth in fast-changing medical environments. The key to the managerial reform is enhancing efficiency, and inefficient managerial practices and factors affecting that should be grasped first of all to boost the efficiency of hospital management. But evaluation methods that are prevalent in the private sector are hardly applicable to hospitals. The purpose of this study was to assess hospital efficiency by using a data envelopment analysis(DEA). The 2006 data on 74 residency training hospitals with 500 beds or more were analyzed. The selected input variables included the number of bed, the number of doctors, the number of nurses, the number of medical technicians, personnel expenses, management cost and materials cost. And the selected output variables were the yearly number of outpatients, the yearly number of inpatients, the number of operation cases and earnings. In addition, the influence of the type of hospital establishment, location, the year of foundation and the type of hospital on hospital efficiency was checked as well.

The Evaluation of Effectiveness of Green Management Accreditation for Hospitals (의료기관의 녹색경영인증기준에 대한 유효성 평가)

  • Kim, Jang-Mook;Kang, Jung-Kyu
    • Journal of Digital Convergence
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    • v.12 no.9
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    • pp.265-274
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    • 2014
  • We sought to derive an overall strategy for green business certification of medical institutions and to propose the improvement directions for green management evaluation systems through applying the criteria to medical institutions. A self-assessment survey was conducted at 44 targeted hospitals across the country, and the 2012 green management evaluation criteria for healthcare services were used as assessment tools. As a result, only 11 of the 44 hospitals were eligible for green business certification. By type, hospitals with more than 400 beds, hospitals in Seoul and the Gyeonggi area (${\geq}$ 400 beds) and private hospitals (${\geq}$ 400 beds) received relatively high scores. In an analysis of the mean score, only the difference between the hospitals with ${\geq}$ 400 beds and < 400 beds was statistically significant. When we analyzed the interviews of the hospitals with lower scores, it is important to change the awareness of executives and employees, to establish vision/strategy/objective, to promote relatively small-scale activities, and to establish long-term plans. To improve green management evaluation systems, it is necessary to reset the assessment area, to control scoring and weights, to create certification grades, and to adjust additional points.