• 제목/요약/키워드: decision making method

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MFAC를 사용한 근접관계의 분류 (Classification of Proximity Relational Using Multiple Fuzzy Alpha Cut(MFAC))

  • 류경현;정환묵
    • 한국지능시스템학회논문지
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    • 제18권1호
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    • pp.139-144
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    • 2008
  • 일반적으로 의사결정의 대상이 되는 현실 시스템은 매우 가변적(variable)이며 때로는 많은 불확실성(uncertainty)이 포함된 상황에 놓일 수 있다. 이러한 문제를 해결하기 위해서, 통계적 방법으로 유의수준이나 확신도, 민감도 분석 등이 사용된다. 본 논문에서는 유사성 평가를 가진 분류 결과의 명확성을 개선하기 위해 MFAC(Multiple Fuzzy Alpha Cut)을 기반으로한 퍼지 의사결정에 대한 방법을 제안한다. 제안된 방법에서 MFAC는 상대적 해밍거리와 max-min 방법 사이의 근접관계에서 근접도를 가지고 다수의 ${\alpha}$-level를 추출하기 위해 그리고 MFAC에 의해 추출된 데이터사이의 분할 구간과 연관된 데이터의 개수를 줄이기 위해 사용된다. 의사결정의 최종 대안을 선택하기 위해서 가중치를 계산한다. 실험결과로부터 제안된 방법은 기존 방법의 분류 성능보다 더 간단하고 명백하며 통계적 방법을 통해 표본 데이터의 유의성을 검정함으로써 의사결정자를 위해 효율적으로 대안을 결정한다는 사실을 알 수 있다.

전문간호사의 전문직업성, 임상적 의사결정능력 및 간호업무성과의 관계 (The Relationship between Nursing Professionalism, Clinical Decision Making Abilities, and Job Performance in Advanced Practice Nurses)

  • 김영순;박정숙
    • 간호행정학회지
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    • 제19권5호
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    • pp.613-621
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    • 2013
  • Purpose: To identify the extents of nursing professionalism, clinical decision making abilities and job performance of advanced practice nurses and investigate the relationship among the variables Methods: Participants, selected by a convenience sampling method, were 135 advanced practice nurses working in 4 tertiary care general hospitals in 'B' Metropolitan City and in 1 tertiary care general hospital in 'J' city. Data collection was done from January 15 to February 28, 2013 using self-reporting questionnaires. Results: The average score for nursing professionalism of study participants was $81.19{\pm}7.56$. for clinical decision making abilities, $140.42{\pm}9.62$ and for job performance, $102.54{\pm}10.30$. These averages are relatively high. The relationship between the extent of nursing professionalism and the extent of clinical decision making abilities showed an intermediate level positive correlation (r=.45, p<.001). The relationship between the extent of nursing professionalism and the extent of job performance was also an intermediate level positive correlation (r=.42, p<.001). The extent of clinical decision making abilities and the extent of job performance was an intermediate level positive correlation (r=.41, p<.001). Conclusion: Developing a program, which can improve nursing professionalism and clinical decision making abilities of nurse, is required to enhance their job performance.

중환자실 신규간호사의 임상의사결정 특성의 변화 (The Change of Characteristics in Clinical Decision Making in Novice Critical Care Nurses)

  • 김동옥;김매자
    • 간호행정학회지
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    • 제7권2호
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    • pp.301-314
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    • 2001
  • The main purpose of this research is to describe comprehensively the processes of clinical decision making in novice critical care nurses through clinical experience. This research was an exploratory, longitudinal study using a fieldwork approach incorporating "think-aloud" method and in-depth interviews with the study participants. The study participants consisted of 5 novice nurses assigned to critical care units at a tertiary medical center located in Seoul, among a group of 27 novice nurses who started at the same period at this hospital. The data were collected from March 1999 to April 2000. The major findings of the study is that the novice nurses followed the analytic linear model of clinical decision making in the beginning, but were changed increasingly to follow the comprehensive, integrated model of clinical decision making. Through repeated experience that resulted in increasing repertoire of clinical schema and familiarity of task environments of clinical practice the novice nurses expanded their ability to arrive at comprehensive integration of information and to arrive at accurate and time-efficient decisions. Both the analytic, linear model mostly used at the beginning period and the comprehensive, integrated model that seems to be the mode significantly dependent upon experience seem to have strengths and weaknesses as decision making processes in clinical situations. Hence, it is imperative to develop an effective orientation and training program for novice nurses through the use of clinical preceptors. In addition, students should be exposed to the process of clinical decision making early in their nursing education through an appropriate clinical experiences and clinical assignments.

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한국어판 임상적 의사결정 (clinical decision making) 축약도구의 타당성 검정 (Validity of Korean Version of Clinical Decision Making Short Form Scale)

  • 김명수;정현경
    • 성인간호학회지
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    • 제26권4호
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    • pp.403-412
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    • 2014
  • Purpose: The purpose of this study was to validate the Korean version of shortened Nursing Decision-Making Instrument developed by Lauri & $Salanter{\ddot{a}}$(2002). Methods: The subjects were 247 nurses working in eight hospitals of Korea. Data were collected by questionnaires from June to July, 2012 and were analyzed by Principal Component Analysis for construct validity and Cronbach's ${\alpha}$ coefficient for reliability. Results: Factor loadings of the four subscales ranged from .32 to .73. The explained variance from the four factors was 48.54% of the total variance. The factors were named 'implementation of plan, monitoring and evaluation', 'plans of action', 'data collection', and 'data processing and identification'. The first factor consisted of 6 items which explained 13.21% of the total variance and the second factor contained 8 items. The Cronbach's ${\alpha}$ coefficients of the four subscales were from .64 to .81. Conclusion: The Korean version of the shortened Nursing Decision-Making Instrument has satisfactory construct validity and reliability. However, that the scores of the analytic items weren't reversed unlike the analysis method of the original tools is the biggest limitation of this study. In addition, based on the fact that there were several discrepancies for item interpretation of Korean comparing to the findings of the instrument development study, repetitive researches would be suggested.

교육대학생의 진로준비행동과 부모의 사회적 지지, 진로결정자기효능감 및 진로성숙의 관계 (The Relationship between the Career Preparation Behavior, Parental Social Support, Career Decision Making Self-Efficacy, and the Career Maturity of the Pre-Service Elementary School Teachers)

  • 금지헌
    • 대한가정학회지
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    • 제50권7호
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    • pp.59-66
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    • 2012
  • The purpose of this study was to identify a causal relationship in the career preparation behavior, parental social support, career decision making self-efficacy and the career maturity of the pre-service elementary school teachers. A total of 374 questionnaires were used for data analysis, excluding the 23 copies deemed insincere in response. To ensure the reliability and validity of the questions, technical statistics of the frequency, ratio, average, standard deviation, skewness, and kurtosis via PASW 18.0, item-total correlation, the totality, and the reliability analysis. The structural analysis via AMOS 7.0 in the bootstrapping method was undertaken to perform the path analysis among the variables and to assess the suitability of the model. The findings of the study led to the following conclusions: First, the causal model for the career preparation behavior, parental social support, career decision making self-efficacy, and the career maturity of the pre-service elementary school teachers is suitable to empirical analysis on research variables. Second, the career decision making self-efficacy of pre-service elementary teachers has direct effect on career preparation behavior positively. Third, parental social support of the pre-service elementary teachers has indirect effects on the career preparation behavior positively.

특실병동 간호사의 의사결정 경험에 관한 패러다임 모형 (The Paradigm Model of VIP Ward Nurses' Decision Making)

  • 박현정;김덕희;김춘미
    • 한국직업건강간호학회지
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    • 제18권2호
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    • pp.141-152
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    • 2009
  • Purpose: The purpose of this research was to describe the decision making of nurses in a VIP ward. Method: The methodology of collecting and analyzing the data was based on the grounded theory of Strauss and Corbin (1998). The data were collected through an in-depth interview, which were audio-taped and transcribed. The data were collected from 10 nurses from July to November 2007. Results: The core category on VIP ward nurses' decision making was named as "adjusting with flexibility and deepened insight". The causal condition was established by 'the patients who wanted to be treated specially'. The contextual conditions included 'caring patients from various departments', 'differences depending on the nurses' clinical experience', and 'client-centered atmosphere in the VIP ward'. The intervening conditions included 'problem solving styles of nurses', 'attitudes of patients and family members', 'nurse-doctor relationships', and 'accessibility to information'. It was confirmed that nurses changed their action-interaction strategies depending on the intervening conditions, thus resulted in the nurses' role conflict and the need to expand their consciousness. Conclusion: The result of this study indicates that nurse's decision making depends on their experiences and the nature of social context in which nursing occurs.

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윤리적 딜레마 사례에 대한 간호사의 의사결정 분석 (Analysis of Decision-Making in Ethical Dilemma Cases among Clinical Nurses)

  • 김현경
    • 간호행정학회지
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    • 제9권3호
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    • pp.459-480
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    • 2003
  • Purpose: This study was done to analyze the contents of nurses' ethical decision-making in four of hypothetical dilemma cases using the Cameron's Ethical Decision-Making Model of 'Value, Be, Do'. Method: Sixteen nurses who work at ICU at present or worked before, participated from April 10 to May 10 in 2002. The participants were interviewed three times each and for 40 minutes at once, with a structured questionnaire at their working places and locker rooms. The data was analyzed by a procedure of qualitative content analysis into three categories; what should I value, who should I be, what should I do. Result: 1) In consistency, most of subjects showed a unified voice in 'Value, Be, Do'. Exceptionally 8 subjects showed inconsistency such as 3 in active treatment to the incurable patients(case 1), 1 in treatment truth-telling to the terminally ill patients(case 2), 3 in conflict with uncooperative doctors(case 3), 3 in dying patients and euthanasia(case 4). Only one subject showed inconsistency in 3 dilemma cases. 2) Closing the interview procedure, the subjects evaluated Cameron's Model as it would help them build consistent value, carry right action, and cope to conflicts. Conclusion: On the basis of the results, it is recommended that nursing ethics should adopt the ethical decision-making model, and be applied to the curriculum of nursing colleges and continuing education program for clinical nurses.

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The Effects of Health Promotion Behavior on Spiritual Well-Bing -Mediating Effect of Decision Making Ability-

  • Kim, Jungae;Sun, Sangouk
    • International Journal of Advanced Culture Technology
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    • 제7권2호
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    • pp.158-167
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    • 2019
  • The purpose of this study was to investigate the effect of Health Promotion Behavior on Spiritual well-being through decision making ability. The data for the study were collected from April 1 to 15, 2019 and the final data used in this study were 332. The research method was cross-sectional questionnaire survey. The collected data was analyzed by descriptive statistics, t-test, ANOVA, $X^2$ analysis, multiple regressions and median effect analysis using SPSS 18.0. Among the participants of this study, 18.1% of men and 81.9% of women were female. The results of this study appeared that the differences in sub-factors of health promotion behaviors by gender were higher in female in health responsibility, substance abuse, social relationship, and self-actualization (p<0.01), while men were higher in exercise than women (p<0.05). Differences in sub-factors of health promotion behaviors by gender were higher in female in health responsibility, substance abuse, social relationship, and self-actualization (p<0.01), while men were higher in exercise than women (p<0.05). Decision making (t=4.899, p<0.01), Health responsibility (t=-1.990, p<0.05), Substance abuse (t=7.344, p<0.01), Exercise (t=7.344, p<0.01), and Self-actualization (t=7.619, p<0.01) were appeared to affect Spiritual Well-Being under statistical significance. Also Decision Making Ability had a partial mediating role in health responsibility and social relationship, which were sub-factors of health promotion behavior, affecting spiritual Well-Being.

간호대학생의 생명의료 및 인공지능 윤리의식, 윤리적 가치관, 전문직 자아개념이 윤리적 의사결정 자신감에 미치는 영향 (The impact of nursing students' biomedical and artificial intelligence ethical awareness, ethical values, and professional self-concept on their ethical decision-making confidence)

  • 박승미;장인순
    • 한국간호교육학회지
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    • 제29권4호
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    • pp.371-380
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    • 2023
  • Purpose: The purpose of this study is to determine the relationship between nursing students' biomedical and artificial intelligence (AI) ethical awareness, ethical values, professional self-concept, and ethical decision-making confidence, and to then identify factors that can influence their ethical decision-making confidence. Methods: This study employed a descriptive research method and was conducted from June 8 to 12, 2023, with 204 students from three nursing colleges in Korea. The collected data were analyzed by frequency and percentage, independent t-test, Pearson's correlation coefficient, and multiple regression using IBM SPSS 23.0. Results: The results of the multiple regression analysis showed that the regression model was significant (F=18.88, p<.001) and that professional self-concept (β=.46, p<.001), ethics education (β=.23, p<.001), AI ethical awareness (β=.16, p=.020), and relativistic ethical values (β=.14, p=.035) explained 34.6% of the nursing students' ethical decision-making confidence. Conclusion: It is necessary to include professional self-concept, AI ethical awareness, and ethical values contents when constructing the curriculums of educational programs in order to improve nursing students' ethical decision-making confidence.

MZ세대의 제페토와 로블록스 패션 아이템 구매의사결정과정에 관한 연구 - 자아 표현을 중심으로 - (A Study on Fashion Item Purchase Decision-Making Process of ZEPETO and Roblox of MZ Generation - Focused on Self-expression -)

  • 이서원;김나윤;전다빈;한예림;신은정
    • 한국의류산업학회지
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    • 제24권4호
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    • pp.418-430
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    • 2022
  • This study aims to analyze consumers' purchase decision-making process of buying avatar fashion items on the Metaverse platform. Drawing on the connection between the self-expression tendency of the MZ generation and that of avatars in the Metaverse, this study uses a qualitative research method to analyze how consumers express their self-image through the appearance of their avatars. Unlike previous studies on the clothing purchase decision-making process, this study shows that purchasing and consumption behavior involve the following six stages: recognizing desire, collecting information, evaluating alternatives, making purchases, evaluating the consumption, and post-purchase action-taking. In the first stage of the purchase decision-making process, consumers' desire arises with self-image expression and confirmation. In the second stage, consumers have a high tendency to shop in the best item category. In the alternative evaluation stage, consumers tend to seek items that match their highest standard while considering their personal preferences. In the fourth stage, when making actual purchases, unplanned purchase behavior often occurs along with an active practice of alternative evaluation. In the fifth stage, the evaluation of the consumption shows that consumers achieve satisfaction by applying a style to their avatars that they are unable to try in the real world. In the last stage, consumers often use their purchases to communicate their various styles with other online consumers. Therefore, we conclude that the online purchase decision-making process differs from the offline process as it is divided into six stages.