• 제목/요약/키워드: Decision factor

검색결과 1,640건 처리시간 0.033초

데이터 마이닝을 활용한 병원 재방문도 영향요인 분석 : 외래환자의 만족도를 중심으로 (On the Determination of Outpatient's Revisit using Data Mining)

  • 이견직
    • 보건행정학회지
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    • 제13권3호
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    • pp.21-34
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    • 2003
  • Patient revisit to used hospital is a key factor in determining a health care organization's competitive advantage and survival. This article examines the relationship between customer's satisfaction and his/her revisit associated with three different methods which are the Chi Square Automatic Interaction Detection(CHAID) for segmenting the outpatient group, logistic regression and neural networks for addressing the outpatient's revisit. The main findings indicate that the important factors on outpatient's revisit are physician's kindness, nurse's skill, overall level of satisfaction, hospital reputation, recommendation, level of diagnoses and outpatient's age. Among these ones, physician's kindness is the most important factor as guidelines for decision of their revisit. The decision maker of hospital should select the strategy containing the variable amount of the level of revisit and size of outpatient's group under the constraint on the hospital's time, budget and manpower given. Finally, this study shows that neural networks, as non-parametric technique, appear to more correctly predict revisit than does logistic regression as a parametric estimation technique.

Decision support Systems research in Korea (1985-1998): An Empirical Investigation through Exploratory Factor Analysis

  • Yoo, Sangjin;Eom, Sean B.
    • 경영과학
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    • 제17권2호
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    • pp.151-159
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    • 2000
  • This study applies factor analysis of an author cocitation frequency matrix derived from a database file that consists of a total of 1095 cited reference records taken from 95 citing decision support systems articles published in Korean journals. This study identified the influence of social psychology, cognitive psychology, management information systems, strategic management, and organizational behavior/organizational design to the development of group support systems, user-interface, and executive information systems research subspecialties. This research establishes a benchmark to be used in the future research, which is necessary to account for the ongoing changes in the intellectual development and structure of DSS Research in Korea before solid conclusion can be reached about the maturity and on-going development of the DSS field in Korean.

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그린에너지기술 사업화를 위한 우선순위 평가 (An Evaluation of Priority for the Green Energy Technologies Business)

  • 이덕기;홍종철;박수억;백금희
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2011년도 춘계학술대회 초록집
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    • pp.135.2-135.2
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    • 2011
  • The goal of this study is the derivation of priority for business in the areas of green energy technologies. In this paper, we calculated the importance weights of impact factors using the AHP (Analytic Hierarchy Process) method in order to derivation of priority to the green energy technologies business. AHP is a useful method for evaluating multi-criteria decision making problems. To apply the AHP method, specialists for the assessment have been identified by using the concept of 'plan, do, see' and the decision-making hierarchy was established. We selected 5 criteria and 16 sub-criteria for impact factors by brainstorming. According to the result in this study, the most important impact factor is the possibility of commercialization, the second is the possibility of developing the fundamental technology, and the third is the possibility of convergence technology.

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Risk Based Decision Support for Final Closing Section of a Sea Dike

  • Jee, Sung Hyun;Kang, Seong Hae;Kim, Jeong Hwan;Seo, Jong Won
    • Journal of Construction Engineering and Project Management
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    • 제3권2호
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    • pp.49-57
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    • 2013
  • A sea dike construction has been increased in Korea because of the actively deployed reclamation project in basis of efficient application in land. The degree of completion in sea dike construction is affected by final closing construction, which has a lot of uncertainty that often results in higher accidents rate. Therefore, this research identified risk factors of final closing construction and classified them. This research examines the likelihood and its impact for each risk factor and calculates the risk degree as to the risk matrix. Based on this, the impact and the environmental conditions that affect to risk factors are investigated and further responsive methods are established for each risk factor. Ultimately, this research attempts to provide the risk retrenchment method for inspectors by proposing risk estimation model, responsive action list, and risk management process.

복수 신용카드 중 실제 이용카드의 결정요인에 관한 연구 -복수와 단일 신용카드 소지자의 사용행태에 관한 비교분석- (Determinants in the Stage of Purchase Decision Making for Credit Cards)

  • 김동균
    • 경영과정보연구
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    • 제3권
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    • pp.439-460
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    • 1999
  • The purpose of this paper is to compare the characteristics between group that has only one credit card and group that has multiple credit cards in each stage of purchase decision making based on the literature in consumer behavior. Results indicated that (1) The number of credit cards that consumers has was affected by internal factor and reference factor, (2) depending on the number of credit cards, usage frequency, amount, and duration were differently showed and (3) inertia, point accumulation, and convenience were founded as determinants of using credit cards. Finally, theoretical and managerial implications of these findings are discussed.

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대중교통 HUD 콘텐츠 우선순위 결정에 관한 연구 (The Decision of Order Priority of HUD Contents for Public Transit)

  • 박범진;강원의;김태형
    • 한국도로학회논문집
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    • 제15권1호
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    • pp.135-141
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    • 2013
  • PURPOSES: In this study, as part of an effort to develop HUD for public transit, it is proposed that the decision of order priority of contents which will be disposed to bus drivers through HUD for public transit using AHP(Analytic Hierarchy Process) technique. METHODS: In AHP analysis method brainstorming, factor analysis, hierarchical structuring, and weighting analysis were performed by applying a classical analysis method. RESULTS: By the result of analysis it is shown that unlike car drivers, bus drivers prefer information related to bus intervals, bus stop, and door open and close to information related to vehicle running. Also, bus stop information and bus interval information were ranked as first and second place in order priority of HUD contents for public transit by experts. CONCLUSIONS: This method of selecting order priority of HUD contents for public transit can provide a basic foundation for selecting order priority of traffic information contents as well as other HUD contents.

전자상거래 서비스 품질 인증에 관한 연구 (Certifying the Quality of Electronic Commerce Services)

  • 최덕원
    • 품질경영학회지
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    • 제33권2호
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    • pp.1-12
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    • 2005
  • An extensive literature review has been made in this paper to build the evaluation hierarchy structure for the certification of electronic commerce services. In building the evaluation hierarchy structure, major candidate evaluation factors are selected by bench marking the various certification practices, including the Malcolm Baldrige award, ISO9000, and BSC(balanced scorecard) techniques. This paper deployed principal component analysis and factor analysis techniques to develop a statistically solid and systematic evaluation model. The final evaluation model, as presented in this paper as a model for the certification of electronic commerce services, produces a numeric score on the 100% scale, which can be served as a metric for the certification decision. The AHP technique was used in converting the various qualitative and quantitative evaluation values into a single measure for the certification decision.

R-변환 영역에서 한글 문자의 인식한계 결정 (Theoretical recognition thresholding decision of Han-geul character in Rapid Transform region)

  • 진용옥
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1987년도 전기.전자공학 학술대회 논문집(II)
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    • pp.936-940
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    • 1987
  • This paper describes the recognition boundary of Hangeul character to interpret variance factor in accordance with various combination. When the recognition algorithm based on comparing the MSE value with the one of the standard pattern in $16{\times}16$ images is performed, we come to a conclusion that we have towe must make a decision MSE value above 34 in order to achive theve recognition rate larger than 90%. Also we understand that varing component coordinates method based on statistical process of each character pattern is preferred.

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대학생들의 취업스트레스와 심리적안녕감이 진로결정효능감에 미치는 영향 (Influence of Employment Stress and Psychological Well-being on Career Decision Efficacy in University Students')

  • 김영태
    • 한국산학기술학회논문지
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    • 제15권5호
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    • pp.2778-2788
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    • 2014
  • 이 연구의 목적은 대학생들의 취업스트레스와 심리적안녕감이 진로결정효능감에 영향을 미치는 요인은 무엇인지를 밝히려는 것이다. 이러한 연구목적을 달성하기 위하여 I시에 소재한 대학생 447명을 대상으로 설문조사를 실시하였다. 응답결과에 대하여 첫째, 대학생들의 취업스트레스, 심리적안녕감, 진로결정효능감은 성별에는 유의미한 차이가 없는 것으로 나타났다. 둘째, 학년별에 따른 취업스트레스, 심리적안녕감, 진로결정효능감은 유의한 차이가 있는 것으로 나타났다. 셋째, 대학생들의 취업스트레스, 심리적안녕감, 진로결정효능감에서 유의미한 상관관계가 있는 것으로 나타났다. 넷째, 대학생들의 취업스트레스와 심리적안녕감은 진로결정효능감에 긍정적인 영향을 미치는 것으로 나타났다. 이러한 연구결과로 볼 때, 진로탐색과 진로선택에 있어 취업스트레스와 심리적안녕감이 긍정적인 영향을 주는 변인임을 보여주며, 진로와 관련된 결정을 내리는데 진로결정효능감은 진로지도에 중요한 요소임을 시사한 것이라 할 수 있다.

중소기업의 사전적 매출채권관리가 신용판매의사결정과 경영성과에 미치는 영향 (The Effect of Proactive Accounts Receivable Management of SMEs on Credit Sales Decision and Business Performance)

  • 윤태준;이동명;서철승
    • 디지털융복합연구
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    • 제20권3호
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    • pp.157-167
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    • 2022
  • 본 연구는 중소기업의 사전적 매출채권관리가 신용판매의사결정과 경영성과에 미치는 영향관계를 확인하고 효과적인 매출채권 관리방안과 체계적인 신용판매의사결정 방안을 도출하기 위해 실시하였다. 중소기업을 대상으로 설문조사를 통해 수집된 455부의 자료를 바탕으로, 요인분석 및 신뢰성분석, 확인적 요인분석, 모형 적합도 검증을 통해 확정하고, 구조방정식모형으로 연구가설을 검증하였다. 검증 결과 신용평가는 재무성과와 영업성과 및 신용판매의사결정에 정(+)의 영향을, 신용통제는 재무성과에 정(+)의 영향을 미친 반면 영업성과와 신용판매의사결정에는 부(-)의 영향을 미쳤다. 매개효과 가설검증에서 신용판매의사결정은 신용평가와 경영성과 간에 정(+)의 영향을, 신용통제와 경영성과 간에는 부(-)의 영향을 미쳤다. 연구는 중소기업이 효과적인 매출채권관리를 통해 경영성과를 제고하기 위해서 사전적 매출채권관리와 신용판매의사결정 능력의 향상을 병행한다면 기업의 경영성과 제고에 시너지 효과를 발생시킬 수 있음을 시사한다. 향후 연구대상의 세분화 및 신용거래동기 등 요인과 매출채권관리와의 영향 연구가 요구된다.