• 제목/요약/키워드: Hypothetical Model

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간호단위 관리자의 변혁적 리더십 결과변인에 관한 메타경로분석 (A Meta-Analytic Path Analysis on the Outcome Variables of Nursing Unit Managers' Transformational Leadership: Systemic Review and Meta-Analysis)

  • 김선미;정석희
    • 대한간호학회지
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    • 제50권6호
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    • pp.757-777
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    • 2020
  • Purpose: The purpose of this study was to identify the outcome variables of nursing unit managers' transformational leadership and to test a hypothetical model using meta-analytic path analysis. Methods: A systematic review and meta-analysis were conducted in accordance with PRISMA guidelines. Data analysis, conducted using R version 3.6.2 software, included 49 studies for the meta-analysis and 119 studies for meta-analytic path analysis. Results: In the meta-analysis, four out of 32 outcome variables were selected. These four variables were empowerment, nursing performance, job satisfaction, and organizational commitment, which showed larger effect sizes than the median and more than five k. The hypothetical model for the meta-analytic path analysis was established by using these four variables and transformational leadership. A total of 22 hypothetical paths including nine direct effects and 13 indirect effects were set and tested. The meta-analytic path analysis showed that transformational leadership had direct effects on the four variables. Finally, eight direct effects, 12 indirect effects, and six mediating effects were statistically significant, and the hypothetical model was verified. Conclusion: Nursing unit managers can use the transformational leadership to improve empowerment, nursing performance, job satisfaction, and organizational commitment of nurses. This study empirically showed the importance of transformational leadership of nursing managers. This finding will be used as evidence to develop strategies for enhancing transformational leadership, empowerment, nursing performance, job satisfaction, and organizational commitment in nursing science and practice.

수단-목적 사슬 이론을 이용한 의복품질 평가과정에 잔한 이론적 연구 (Apparel Quality Evaluation Process bused on Means- Bnd Chain Theory: A Theoretical Study)

  • 오현정;이은영
    • 한국의류학회지
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    • 제22권4호
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    • pp.452-459
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    • 1998
  • The purpose of this study was to discover a conceptual framework and evaluation process of apparel quality by means-end chain theory. The theoretical study was conducted to find out a conceptual framework and build a hypothetical evaluation process model of apparel quality. Apparel quality was perceived associative network called a means-end chain and was evaluated in several stages. A conceptual framework of apparel quality evaluation was organized into hierarchical relationships among four different dimensions: physical attribute, physical function, instrumental performance, and expressive performance. The means-end structure linked tangible physical attributes and function to more abstract instrumental and expressive performance. A hypothetical evaluation process model linked dimensions of apparel quality to the selected means-end relationship. Different consumers had different means-end chains for the same apparel. Therefore different subjects are likely to have different evaluation paths. From this study we can suggest an evaluation process model of apparel quality.

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외환 시장 포트폴리오 선정 모형과 투자 알고리즘 개발 및 성과평가 (Development and Evaluation of a Portfolio Selection Model and Investment Algorithm in Foreign Exchange Market)

  • 최재호;정종빈;김성문
    • 한국경영과학회지
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    • 제39권2호
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    • pp.83-95
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    • 2014
  • In this paper, we develop a portfolio selection model that can be used to invest in markets with margin requirements such as the foreign exchange market. An investment algorithm to implement the proposed portfolio selection model based on objective historical data is also presented. We further conduct empirical analysis on the performance of a hypothetical investment in the foreign exchange market, using the proposed portfolio selection model and investment algorithm. Using 7 currency pairs that recorded the highest trading volume in the foreign exchange market during the most recent 10 years, we compare the performance of 1) the Dollar Index, 2) a 1/N Portfolio which equally allocates capital to all N assets considered for investment, and 3) a hypothetical investment portfolio selected and managed according to the portfolio selection model and investment algorithm proposed in this paper. Performance is compared in terms of accumulated returns and Sharpe ratios for the 10-year period from January 2003 to December 2012. The results show that the hypothetical investment portfolio outperforms both benchmarks, with superior performance especially during the period following financial crisis. Overall, this paper suggests that a mathematical approach for selecting and managing an optimal investment portfolio based on objective data can achieve outstanding performance in the foreign exchange market.

가설적 모델의 기계학습을 이용한 연속시간 동적시스템 모델링 프레임워크 (Modeling Framework for Continuous Dynamic Systems Using Machine Learning of Hypothetical Model)

  • 송해상;김탁곤
    • 한국시뮬레이션학회논문지
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    • 제32권1호
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    • pp.13-21
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    • 2023
  • 본 논문은 실제 시스템의 빅데이터가 확보되었고 시스템에 대한 정보를 일부 알고 있을 때 파라미터를 가진 그레이박스 혹은 블랙박스 형태의 가설모델을 설정하고 기계학습을 통해 모델을 자동 생성하는 기법을 제안하였다. 제안된 프레임워크를 구현하고 다양한 가설모델에 대한 실험을 통해 학습된 모델의 정합도와 가설모델의 학습에 소요되는 비용에 대해 분석하였다. 실험결과 제안된 가설모델 기반 기계학습 기법으로 상미분방정식으로 기술될 수 있은 연속시스템의 그레이박스 혹은 화이트 박스 가설모델과 주어진 빅데이터를 이용하여 모델링을 했을 때 상당히 좋은 성능과 정확도를 보인 모델을 찾아낼 수 있음을 확인하였다. 이 기법은 최근 생성된 빅데이터를 이용하여 디지털트윈 모델의 일치성을 자동 갱신하거나 새로운 입력에 대한 출력을 예측하는 목적으로도 잘 활용될 수 있을 것으로 기대된다.

Numerical evaluation of hypothetical core disruptive accident in full-scale model of sodium-cooled fast reactor

  • Guo, Zhihong;Chen, Xiaodong;Hu, Guoqing
    • Nuclear Engineering and Technology
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    • 제54권6호
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    • pp.2120-2134
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    • 2022
  • A hypothetical core destructive accident (HCDA) has received widespread attention as one of the most serious accidents in sodium-cooled fast reactors. This study combined recent advantages in numerical methods to realize realistic modeling of the complex fluid-structure interactions during HCDAs in a full-scale sodium-cooled fast reactor. The multi-material arbitrary Lagrangian-Eulerian method is used to describe the fluid-structure interactions inside the container. Both the structural deformations and plug rises occurring during HCDAs are evaluated. Two levels of expansion energy are considered with two different reactor models. The simulation results show that the container remains intact during an accident with small deformations. The plug on the top of the container rises to an acceptable level after the sealing between the it and its support is destroyed. The methodology established in this study provides a reliable approach for evaluating the safety feature of a container design.

한국노인의 운동행위 변화단계의 예측모형구축 -범이론적 모델(Transtheoretical Model)을 기반으로- (A Prediction Model for Stage of Change of Exercise In the Korean Elderly -Based on the Transtheoretical Model-)

  • 김순용;김소인;전영자;이평숙;이숙자;박은숙;장성옥
    • 대한간호학회지
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    • 제30권2호
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    • pp.366-379
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    • 2000
  • The purpose of this study was to identify causal relationships among variables of transtheoretical model for exercise in the elderly A predictivel model explaining the stage of change was constructed based on a transtheoretical model. Empirical data for testing the hypothetical model was collected from 198 old adults over 60 years old in a community setting in Seoul, Korea in April and May,1999. Data were analyzed by descriptive statistics and correlational analysis using pc-SAS program. The Linear Structural Modeling (LISREL) 8.0 program was used to find the best fit model which predicts causal relationship of variables. The fit of the hypothetical model to the data was X2=132.85. (df=22, p=.000). GFI=.88, NNFI=.35, NFI=.77, AGFI=.59 which was not favorable but the fit of modified model to the data was X2=46.90. (df=27, p=.01).GFI= .95, NNFI=.91, NFI=.92, AGFI=.87) which was more than moderate. The predictable variables of stage of change for exercise of the Korean elderly were helping relationship, self cognitive determination, conversion of negative condition in process of change and efficacy for exercise. These variables explained 68% of stage of change for exercise of the Korean elderly.

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국내 간호사의 환자안전관리활동에 대한 메타경로분석 (Patient Safety Management Activities of Korean Nurses: A Meta-Analytic Path Analysis)

  • 정서희;정석희
    • 대한간호학회지
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    • 제52권4호
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    • pp.363-377
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    • 2022
  • Purpose: This study aimed to test a hypothetical model of Korean nurses' patient safety management activities using meta-analytic path analysis. Methods: A systematic review, meta-analysis, and meta-analytic path analysis were conducted following the PRISMA and MOOSE guidelines. Seventy-four studies for the meta-analysis and 92 for the meta-analytic path analysis were included. The R software program (Version 3.6.3) was used for data analysis. Results: Four variables out of 49 relevant variables were selected in the meta-analysis. These four variables showed large effect sizes (ESr = .54) or median effect sizes (ESr = .33~.40) with the highest k (number of studies) in the individual, job, and organizational categories. The hypothetical model for the meta-analytic path analysis was established using these variables and patient safety management activities. Twelve hypothetical paths were set and tested. Finally, the perception of the importance of patient safety management and patient safety competency directly affected patient safety management activities. In addition, self-efficacy, the perception of the importance of patient safety management, patient safety competency, and patient safety culture, indirectly affected patient safety management activities. Conclusion: Self-efficacy, the perception of the importance of patient safety management, patient safety competency, and the organization's patient safety culture should be enhanced to improve nurses' patient safety management activities.

만성피로 환자의 증상관리 구조모형 구축 (A Structural Model for Symptom Management of the Patients with Chronic Fatigue)

  • 한금선
    • 대한간호학회지
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    • 제34권2호
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    • pp.333-343
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    • 2004
  • Purpose: This study was designed to construct a structural model for symptom management of life of the patients with chronic fatigue. The hypothetical model was developed based on the literature review and Self-regulating Model. Method: Data were collected by questionnaires from 252 patients with chronic fatigue in the 8 community from December 2002 to April 2003 in Seoul. Data analysis was done with SAS for descriptive statistics and PC-LISREL Program for Covariance structural analysis. Result: The fit of the hypothetical model to the data was moderate, thus it was modified by excluding 4 path and including free parameters and 3 path to it The modified model with path showed a good fitness to the empirical data($x^2$=318.11, p=0.0, GFI=.98, AGFI=.98, NNFI=.95, RMSR=.03, RMSEA=.05). The symptoms of stress, self-efficacy, and present fatigue level were found to have significant direct effect on symptom management of the patients with chronic fatigue. The ways of coping, perceived stress, and fatigue symptom were found to have indirect effects on symptom management of the patients with chronic fatigue. Conclusion: The derived model is considered appropriate in explaining and predicting symptom management of the patients with chronic fatigue. Therefore, it can effectively be used as a reference model for further studies and suggested direction in nursing practice.

심부전 환자의 건강관련 삶의 질 경로분석 모형 (A Path Analysis Model of Health-Related Quality of Life in Patients with Heart Failure)

  • 김용숙
    • 성인간호학회지
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    • 제19권4호
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    • pp.547-555
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    • 2007
  • Purpose: The purpose of this study was to test a hypothetical model of health-related quality of life in patients with heart failure. The hypothetical model was derived from the Wilson and Cleary's model, the Rector's model, and published research findings. Methods: Data from 103 patients with heart failure were analyzed to determine the best multivariate health-related quality of life model given variables derived from the prior studies. The statistics programs SPSS 12.0 and LISREL 8.7 program were used for descriptive statistics and covariance structure analysis respectively. Results: The overall fitness of the path final model was good(GFI=.97, AGFI=.95, NNFI=1.06, NFI=.96, p=.96). Symptoms were directly affected by gender. HYHA Class was directly affected by only gender. Physical functioning limitation was directly affected by exercise. Health perception was directly affected by economics, symptom, and physical functioning limitation. Depression was directly affected by exercise and health perception. Heath-related quality of life was directly affected by physical functioning limitation and depression, indirectly affected by gender, economics, exercise, symptoms, NYHA Class, and health perception. This path analysis model explained 51% of health-related quality of life in patients with heart failure. Conclusion: To improve of health-related quality of life with heart failure patients, it is necessary to make nursing interventions for physical functioning and depression.

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고등학생들의 생태 인식에 관한 두 가지 모델 검증: 친숙함의 효과와 생태-자연적 관점 경로 (Examining Two Causal Models Regarding High School Students' Ecological Perspective: The Role of Familiarity and Ecologistic-Naturalistic Path)

  • 하민수;이준기
    • 한국과학교육학회지
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    • 제33권5호
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    • pp.981-994
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    • 2013
  • 이 연구는 학생들의 생태 태도에 관한 두 가지 가설적 모델을 통계적으로 검증하였다. 첫 번째 연구 모델은 생물의 심미적인 관점이 부정적 관점으로 이어지는 경로에서 인식과 친숙함의 매개 효과이다. 두 번째 연구 모델은 인간적 관점에서 지배적 관점으로 이어지는 두 가지 차별적인 경로이다. 이 연구를 위하여 고등학교 1학년 학생 104명이 참여하였다. 상관관계, 편상관관계, 경로분석을 활용하여 모델의 적합도를 확인하였다. 연구 결과는 생물에 대한 인지와 친숙함이 심미적인 관점과 부정적 관점을 조절하고 있음을 보여주고 있다. 심미적인 관점에서 발생하는 학생들의 선입견이 학습으로 조절될 수 있음을 보여주고 있다. 두 번째, 인간적 관점과 지배적 관점 경로에서 생태-자연적 관점 경로와 과학-이용적 관점 경로는 독립적이다. 과학-이용적 관점은 지배적 관점에 정적인 영향력이 있다. 학생들의 자연에 대한 지배적 관점을 줄이기 위해서는 생태-자연적 관점을 이해할 필요가 있을 것이다.