• 제목/요약/키워드: learning organization

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Impact of Organizational Learning Culture on Job Satisfaction and Organizational Commitment: A Structural Equation Modeling Approach

  • LIM, Taejo
    • Educational Technology International
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    • 제6권2호
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    • pp.43-58
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    • 2005
  • The purpose of this study was to investigate the impact of organizational learning culture on job satisfaction and organizational commitment. Two streams of scholarly work have provided the theoretical foundations for this study. The first stream comes from the literature on learning organization. The second stream of the theoretical foundation comes from an extensive literature on attitude-intention-behavior relationships. In addition, this study was tested three alternative models. Alternative model 1 employed job satisfaction as the mediating commitments variable between learning culture and organizational commitment. Alternative model 2 used organizational commitment as the mediating variable between learning culture and job satisfaction. Finally, alternative model 3 specified a direct impact of learning culture on both job satisfaction and organizational commitment, and reciprocal linkages between these two variables. The results of this study support the hypothesized relations among an organization's learning culture, job satisfaction, and organizational commitment. The findings of this study are various congruent with a widely accepted hypothesis that job satisfaction serves as an appraisal function in evaluating various work environments and determining emotional responses such as organizational commitment. Organizational learning culture is one of the important factors that organizations cannot overlook. Therefore, the findings of this study provide a new direction for researchers seeking to explain the complex relations among these central organizational variables.

시큐리티 종사자의 조직학습이 조직성과에 미치는 영향 (Influences of Security Oractitioners' Organizational Learning on Organizational Performances)

  • 김평수;이광렬;이영석
    • 시큐리티연구
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    • 제10호
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    • pp.79-102
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    • 2005
  • 시큐리티 종사자는 많은 고객의 욕구에 대한 전문적 지식을 갖고 있어야 하며, 갖고 있는 전문지식도 고객의 욕구에 따라 적절히 활용되어야 한다. 특히, 현대사회는 안전보호에 대한 욕구의 급상승에 따른 치안 수요가 급격히 증가되고, 또 고객이 요구하는 업무들도 다양해지고 있는 실정에서, 이제 시큐리티 종사자는 업무처리에 능동적으로 대처하는 자질과 능력이 요구된다고 하겠다. 이러한 관점에서 본 연구는 시큐리티 종사자의 조직학습과 조직성과간의 관계를 규명하는데 목적을 두고 있다. 첫째, 사회인구통계학적 특성에 따라 연구변수인 조직학습과 조직성과에 대한 구성원의 인식비율이 다르게 나타났다는 것을 알 수 있었다. 둘째, 시큐리티 종사자들의 조직학습과 조직성과와의 관계에서 조직학습수준이 높을수록 조직만족의 수준이 높은 것으로 나타났다. 셋째, 시큐리티 종사자들의 조직학습과 조직몰입의 관계에서도 조직에서의 조직학습문화의 수준이 높을수록 조직몰입의 수준이 높은 것으로 나타났다. 이러한 결과는 조직학습은 조직성과에 직접적인 영향을 미치고 있는 것으로 분석되었다. 본 연구의 결과를 바탕으로 시큐리티 종사자들의 조직학습과 조직성과의 제고를 위한 시큐리티 조직 발전과 쇄신이 필요하다.

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리더십 교육훈련 프로그램 학습의 현장 전이 비교 연구 : 병원 의사와 기업 관리자를 중심으로 (Comparison Study for Learning Transfer Factors of the Leadership Training Program in Different Types of Job : Focused on Physicians in Hospitals and Managers in Firms)

  • 황재일;박병태;구자원
    • 한국병원경영학회지
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    • 제18권4호
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    • pp.54-77
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    • 2013
  • This paper is a comparison study about leadership training transfer factors between physicians working in large scale hospitals and managers working in firms. To fulfill this purpose, this study conducted a regression analysis on 101 managers and 59 physicians who had attended similar leadership training programs more than 16 hours recently in order to identify the differences on the learning transfer factors. 6 factors such as Learner readiness, Performance self-efficacy, (so far as Trainee Characteristics group), Organization Culture, Supervisor's tangible incentives and Supervisor's intangible support, (so far as Work environment group), Content Validity & Transfer Design (so far Training Design group) were used as independent variables while the personal Managerial Capability Increase and Leadership Capability Increase were used as dependent variables. And also we used 5 factors as control variables ; Job style (Manager or Physician), Age, Gender, Working years and Organization size. Here are the summary of major findings ; first, there were statistically significant differences between the learning transfer factors in leadership training programs for managers and those of physicians. Second, there were also statistically significant differences among trainees' working years and their organization size factors while age and gender do not affect the learning transfer factors. Third, for the physician's leadership training the practitioners should focus on two factors ; Organization Culture and Learner readiness.

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전략적 학습의 촉진을 위한.균형 성과측정시스템의 개발 (Balanced Performance Measurement System for Strategic Learning)

  • 민재형;이영찬;하창훈
    • 한국경영과학회지
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    • 제27권3호
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    • pp.93-114
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    • 2002
  • This paper suggests a dynamic balanced scorecard (DBSC) model employing the concept of system dynamics (SD), which could overcome the limitations inherent in the conventional balanced scorecard (BSC) and facilitate strategic learning process in organizations. The BSC has been a successful framework for measuring an organization's performance in various Perspectives through translating an organization's vision and strategy into an interrelated set of key performance indicators and specific actions. The BSC, while having significant strengths over traditional performance measurement methods, however, has its own limitations, due to its static nature, such as overlooking two-way causation between performance Indicators and neglecting the impact of delayed feedback flowing from the adoption of new strategies or policy changes. To overcome these limitations, we employs SD, a methodology for understanding complex systems where dynamic feedback among the interrelated system components significantly impact on the system outcomes. The SD simulation model in the form of DBSC we suggest in this paper would serve as a useful strategic learning tool for facilitating an organization's communication process through various scenario analyses as well as predicting the dynamic behavior pattern of their key performance measures over a future time frame. For the demonstration purpose, we apply the DBSC model to Korea Coal Corporation (KoCoal ) BSC case.

A New Approach to Load Shedding Prediction in GECOL Using Deep Learning Neural Network

  • Abusida, Ashraf Mohammed;Hancerliogullari, Aybaba
    • International Journal of Computer Science & Network Security
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    • 제22권3호
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    • pp.220-228
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    • 2022
  • The directed tests produce an expectation model to assist the organization's heads and professionals with settling on the right and speedy choice. A directed deep learning strategy has been embraced and applied for SCADA information. In this paper, for the load shedding expectation overall power organization of Libya, a convolutional neural network with multi neurons is utilized. For contributions of the neural organization, eight convolutional layers are utilized. These boundaries are power age, temperature, stickiness and wind speed. The gathered information from the SCADA data set were pre-handled to be ready in a reasonable arrangement to be taken care of to the deep learning. A bunch of analyses has been directed on this information to get a forecast model. The created model was assessed as far as precision and decrease of misfortune. It tends to be presumed that the acquired outcomes are promising and empowering. For assessment of the outcomes four boundary, MSE, RMSE, MAPE and R2 are determined. The best R2 esteem is gotten for 1-overlap and it was 0.98.34 for train information and for test information is acquired 0.96. Additionally for train information the RMSE esteem in 1-overlap is superior to different Folds and this worth was 0.018.

온라인 학습에서 교류거리의 구조지각수준과 학습효과의 관계 (The Relations of Learning Effectiveness and the Level of Learner's Structure Perception of Transactional Distance in Online Learning Environment)

  • 김정경;이성일
    • 컴퓨터교육학회논문지
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    • 제11권6호
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    • pp.85-94
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    • 2008
  • 이 연구는 온라인을 기반으로 한 원격교육의 학습효과를 증진시키기 위한 방안으로 학습자들이 지각하는 교류거리의 구조지각수준에 따른 성별, 학습만족도, 학습지속성, 학업성취도와의 관계를 알아보았다. 연구결과 학습자의 일반적 특성인 성별에 따른 교류거리의 구조지각수준은 의의 있는 차이가 없었다(p>.05). 교류거리의 구조지각수준과 학습자가 지각하는 수업만족도와 학습지속성과는 통계적으로 의의 있는 상관이 있는 것으로 나타났지만 학업성취도와는 유의한 차이가 발견되지 않았다(p>.05). 교류거리의 구조하위영역 중 수업만족도에 대한 영향력이 큰 하위영역은 과정 상호작용이며, 학습지속성에 대한 영향력이 큰 하위영역은 내용구성으로 나타났다.

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중소기업 학습조직이 기업 생산성에 미치는 영향에 관한 연구 (A study on learning organization to develop employees' vocational competency at small and medium enterprises and productivity)

  • 임경식;최병기;정장우;한영근;강경식
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2009년도 추계학술대회
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    • pp.573-588
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    • 2009
  • In this era of knowledge and information of the 21st century, the source of a nation's competitive power consists of human resources and material resources and the importance of human resources appreciates highly. The number of small and medium enterprises which are the core of national economy covers over 98% among whole domestic enterprises of Korea. Competitive power of small and medium enterprises comes from human resources development. For the development of human resources, small and medium enterprises are trying to expand their learning organizations in the company. The analysis of outcomes of administering the existing learning organizations shows that learning organizations contribute highly to the improvement of the productivity of small and medium enterprises. And the analysis also shows that the participants of learning organizations and middle management and executives who support and encourage them recognize the necessity of learning organizations and that it should be disseminated throughout other enterprises. Therefore government's supports to establish learning organizations in a company are required to expand.

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중소기업 학습조직이 기업 생산성에 미치는 영향에 관한 연구 (A study on learning organization to develop employees' vocational competency at small and medium enterprises and improvement of productivity)

  • 임경식;최병기;정장우;한영근;강경식
    • 대한안전경영과학회지
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    • 제11권3호
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    • pp.167-179
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    • 2009
  • In this era of knowledge and information of the 21st century, the source of a nation's competitive power consists of human resources and material resources and the importance of human resources appreciates highly. The number of small and medium enterprises which are the core of national economy covers over 98% among whole domestic enterprises of Korea. Competitive power of small and medium enterprises comes from human resources development. For the development of human resources, small and medium enterprises are trying to expand their learning organizations in the company. The analysis of outcomes of administering the existing learning organizations shows that learning organizations contribute highly to the improvement of the productivity of small and medium enterprises. And the analysis also shows that the participants of learning organizations and middle management and executives who support and encourage them recognize the necessity of learning organizations and that it should be disseminated throughout other enterprises. Therefore government's supports to establish learning organizations in a company are required to expand.

Prospects For The Development Of Distance Educational Learning Technologies During The Training Of Students Of Higher Education

  • Rohach, Oksana;Pryhalinska, Tetiana;Kvasnytsya, Iryna;Pohorielov, Mykhailo;Rudnichenko, Mykola;Lastochkina, Olena
    • International Journal of Computer Science & Network Security
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    • 제22권9호
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    • pp.353-357
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    • 2022
  • This article identifies the problems and substantiates the directions for the development of distance learning technologies in the training of personnel. An example of using digital media to create a remote access laboratory is given. The article is devoted to the definition of the main aspects of the organization of distance education. Rapid digitization, economic, political and social changes taking place in Ukraine necessitate the reform of the education system. First of all, it concerns meeting the educational needs of citizens throughout their lives, providing access to educational and professional training for all who have the necessary abilities and adequate training. The most effective solution to the above-mentioned problems is facilitated by distance learning. The article analyzes the essence and methods of distance learning organization, reveals the features of the use of electronic platforms for the organization of this form of education in different countries of the world. The positive characteristics of distance learning are identified, namely: extraterritoriality; savings on transport costs; the interest of modern youth in the use of information tools in everyday life; increase in the number of students; simplicity and accessibility of training; convenient consultation system; democratic relations between the student and the teacher; convenience for organizations in training their employees without interrupting their regular work; low level of payment for distance education compared to traditional education; individual learning pace; new teacher status. Among the negative features of online education, the author refers to the following problems: authentication of users during knowledge verification, calculation of the teacher's methodological load and copyright of educational materials; the high labor intensity of developing high-quality educational content and the high cost of distance learning equipment; the need to provide users with a personal computer and access to the Internet; the need to find and use effective motivation mechanisms for education seekers.

Incorporating Machine Learning into a Data Warehouse for Real-Time Construction Projects Benchmarking

  • Yin, Zhe;DeGezelle, Deborah;Hirota, Kazuma;Choi, Jiyong
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.831-838
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    • 2022
  • Machine Learning is a process of using computer algorithms to extract information from raw data to solve complex problems in a data-rich environment. It has been used in the construction industry by both academics and practitioners for multiple applications to improve the construction process. The Construction Industry Institute, a leading construction research organization has twenty-five years of experience in benchmarking capital projects in the industry. The organization is at an advantage to develop useful machine learning applications because it possesses enormous real construction data. Its benchmarking programs have been actively used by owner and contractor companies today to assess their capital projects' performance. A credible benchmarking program requires statistically valid data without subjective interference in the program administration. In developing the next-generation benchmarking program, the Data Warehouse, the organization aims to use machine learning algorithms to minimize human effort and to enable rapid data ingestion from diverse sources with data validity and reliability. This research effort uses a focus group comprised of practitioners from the construction industry and data scientists from a variety of disciplines. The group collaborated to identify the machine learning requirements and potential applications in the program. Technical and domain experts worked to select appropriate algorithms to support the business objectives. This paper presents initial steps in a chain of what is expected to be numerous learning algorithms to support high-performance computing, a fully automated performance benchmarking system.

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