• 제목/요약/키워드: learning organization

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기업조직 구성원의 기업가정신과 개인 및 집단 창의성 관계에서 조직학습지향성의 매개효과에 관한 연구 (A Study on the Mediating Effects of Organizational Learning Orientation on the Relationship between Entrepreneurship of Corporate Members and Individual and Group Creativity)

  • 송찬섭;노연숙;이다정;이선규
    • 디지털융복합연구
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    • 제18권3호
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    • pp.99-110
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    • 2020
  • 본 연구는 기업조직 구성원의 기업가정신과 조직학습지향성, 개인창의성, 집단창의성의 관계를 실증분석하고, 그 효과를 확인함으로써, 조직차원에서 기업가정신과 창의성의 관계를 다루었다. 특히 기업가정신과 창의성의 관계에 있어서, 조직학습지향성의 매개효과 분석에 초점을 두고 있다. 문헌연구를 바탕으로 기업가정신과 개인 및 집단 창의성, 조직학습지향성의 관계를 설명함으로써 연구모형 및 가설을 설정하였다. 경북의 제조업 종사자를 대상으로 308부의 설문지를 배포·회수하여 구조방정식을 통한 실증분석을 시행하였다. 연구 결과, 기업가정신은 개인·집단창의성에 유의한 영향을 직접적으로 미치지 않고 조직학습지향성을 매개하여 영향을 주는 것이 확인되었다. 그리고 기업가정신이 조직학습지향성에 미치는 영향과 조직학습지향성이 개인·집단창의성에 미치는 영향을 확인하였다. 이러한 연구결과는 조직 차원에서 기업가정신과 조직학습지향성 효과를 파악함으로써 문화적 측면에서 조직 관리를 위한 방향성을 제공할 수 있을 것이다.

기업의 머신러닝 선정에 영향을 미치는 요인 연구: 확장된 알고리즘 선택 문제의 관점으로 (A Study on the Factors Influencing a Company's Selection of Machine Learning: From the Perspective of Expanded Algorithm Selection Problem)

  • 이영수;권민수;권오병
    • 한국전자거래학회지
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    • 제27권2호
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    • pp.37-64
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    • 2022
  • 인공지능의 사회적수용도가 증가하면서 머신러닝 기법을 기업에 적용하는 사례가 증가하고 있다. 머신러닝 기법의 선정에는 주로 정확성이나 해석 가능성 등 기술적 요인이 주로 기준이 되어왔다. 그러나 머신러닝 채택의 성공은 개발부서, 사용부서, 리더십과 조직문화 등 경영관리 요인도 영향을 주기도 한다. 아쉽게도 기술적 요인과 경영관리적 요인이 함께 고려된 머신러닝 선정의 성공 요인을 이해하는 통합 연구가 거의 존재하지 않는다. 이에 본 논문의 목적은 기업 내 머신러닝 선정을 이해하기 위해 John Rice의 algorithm selection process model과 task-technology fit, 그리고 IS Success Model 이론을 결합한 기술-경영관리 통합 모형을제안하고 실증적 분석을 하는 것이다. 머신러닝을 도입한 국내 기업 240곳을 대상으로 설문 분석을 실시한 결과 알고리즘 품질과 데이터 품질이 높을수록 문제-알고리즘 적합성에 높게 영향을 주는 것으로 나타났으며, 문제-알고리즘 적합성은 조직의 생산성과 혁신성에도 유의한 영향을 미치는 것으로 검증되었다. 또한 외주화와 경영진 지원이 머신러닝 시스템 품질에 긍정적인 영향을 미치고, 데이터 중심 경영 및 동기화와 같은 조직문화 요인은 활용성과에 높은 영향을 미치는 것으로 확인되었다.

중학생의 화학 문제해결 전략 조사 (An Investigation on Chemistry Problem-Solving Strategy of Middle School Student)

  • 노태희;전경문
    • 한국과학교육학회지
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    • 제17권1호
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    • pp.75-83
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    • 1997
  • The purpose of this study was to determine the strategies that middle school students used in solving problems concerning density and solubility. These were compared in the aspects of problem contexts for 42 students of varying logical reasoning ability, spatial ability, and learning approach. A coding scheme used consists of five categories: reading & organization, production, errors, evaluation, and strategy. Students' protocols were analyzed after intercoder agreement had been established to be .95. The results were as follows: 1. Students had more difficulties in reading and organizing the problems in everyday contexts than in scientific contexts. Students at the concrete-operational stage and / or surface approach were more likely to have difficulties in reading and organizing the problems than those at the formal-operational stage and / or deep approach. 2. Students tended to split up the solubility problems into sub-problems and to solve the density problem in everyday contexts in random manner. These were significantly correlated with the test scores concerning logical reasoning ability, spatial ability, and learning approach at the .1 level of significance. 3. Major errors in solving the density problems were to disregard the given information or generated and to use inappropriate information. Many errors in solving the solubility problems were found to be executive errors. The strategy to use the information given appropriately was positively related to students' logical reasoning ability, spatial ability, and learning approach. 4. More evaluation strategies were found in everyday contexts. Their strategies to grasp the meaning of answers and to check the math were significantly related to students' logical reasoning ability. 5. Students used the random trial-and-error strategy more than the systematic strategy and the systematic trial-and-error strategy, especially in everyday contexts. The strategies used by the students were significantly related to students' logical reasoning ability, spatial ability, and learning approach.

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Analysis of the oral health unit of elementary school health textbooks

  • Park, Jung-Eun;Hwang, Su-Yeon;Jang, Jong-Hwa
    • 한국치위생학회지
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    • 제20권2호
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    • pp.119-128
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    • 2020
  • Objectives: This study aimed to analyze the textbook content, specifically that of the oral health units, of Korean elementary health textbooks in order to discuss oral health education in elementary schools through textbooks. Methods: The study analyzed the "oral health" units of six health textbooks for students in the fifth and sixth grades of elementary school in Korea. It identified the number of pictures, practice contents, and summaries in the textbooks, calculating the proportion of oral health units relative to the total number of pages in the textbook and comparing the learning goals provided by the WHO with the education contents. In addition, the study also analyzed several keywords from the textbooks in terms of whether they relate to oral health. Results: The comprehensive analysis on the oral health units within the three health textbooks analyzed revealed that all three were similar, except that the textbook from publisher A did not include an introduction. The three textbooks also had differences in terms of the organization of the contents. In terms of the learning goals of the oral health units, there were differences between the WHO standards and the learning goals from the textbooks, with the WHO standards only partially reflected. The analysis also showed that there were more keywords on oral diseases than those related to oral health management and prevention. Conclusions: Improvements should be made regarding the learning goals and education topics of health education in order to ensure that children receive a more systematic oral health education in their earlier years, which will help to develop and correct oral health management habits among elementary school students.

집과 같은 어린이집 모형 제안을 위한 국내외 사례연구 (Domestic and Foreign Case Studies on the Residential Core Model of the Second Home Child Care Center)

  • 김영애;최목화;박정아
    • 한국주거학회논문집
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    • 제24권1호
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    • pp.1-10
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    • 2013
  • Number of children cared by child care centers has getting up almost half of the from zero to five year age group in korea. Home care children' activities are reported more active and natural than those of center care children. So this study seek the design guidelines for the residential core model of child care centers as second home in korea. The residential core model by Anita Lui Olds was selected and ten domestic center cases were surveyed for guidelines. Firstly, daily-residential core model is learning by daily life at home, and is equiped with cooking kitchenet and group activity area in group room. Secondly, play-residental core model is learning by playing by self, and is equiped with acting, eating and reading common area clustering two or three group room. Thirdly, eco-residental core model is learning by eco-friendly activities, and is equiped with companying, cooperating and sharing area. Fourthly, project-residental core model is learning by project by self, and is equiped with drawing, experimenting and presenting common area. Fifthly, the space of residential core model is organized with three or four group room and clustering living or common area. The larger the center is, the more the cluster is vertically. Facility area and outdoor playground per child is about 7 and $3m^2$.

수강태도를 매개변인으로 한 셀프리더십전략이 IT과목 러닝성과에 미치는 영향: 사회과학분야 학습자중심 (A Study on the Influence between Self-leadership Strategies and Learning Performance at IT Classes mediated by Attitude of Attendance: focused on the Social Science Students in University)

  • 박기호;김연정
    • 디지털융복합연구
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    • 제8권4호
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    • pp.1-17
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    • 2010
  • 리더십과 관련한 연구들은 주로 경영학 분야뿐만 아니라 산업심리 혹은 심리학분야에서도 많은 관심을 보이는 연구 분야다. 종래의 리더십은 조직 내 경영진이나 팀리더 등의 조직책임자들에게 강조되는 개념이었다. 그러나 최근에는 개인의 자유의지를 스스로 통제 혹은 관리하여 자신의 행동을 바람직한 방향으로 이끌고자 하는 셀프리더십(self-leadership)관련 연구에 학계, 산업계의 관심이 모아지고 있다. 본 연구는 정보기술(information technology) 및 엔지니어링 과목을 수강한 학부재학생들의 셀프리더십 전략이 수강태도에 영향을 마치는지, 수강태도가 매개변인의 역할을 하여 학업성과에 어떤 영향을 미치는 지를 연구하였다. 연구 결과는 조직 구성원 혹은 학생들의 센프리더십을 고양함으로써 과업에 임하는 태도나 수업에 임하는 바람직한 태도를 제시하여 기업 생산성이나 학업성과를 촉진할 수 있는 방안수립에 시사점을 줄 수 있을 것이다.

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시뮬레이션 교육이 간호대학생의 교육실재감, 시스템사고능력 및 문제해결 적극성에 미치는 효과 (The Effects of Simulation-based Education on Nursing Students' Presence in Education, Systems Thinking and Proactivity in Problem Solving)

  • 조옥희;황경혜
    • 가정∙방문간호학회지
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    • 제23권2호
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    • pp.147-154
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    • 2016
  • Purpose: This study aimed to develop and apply simulation-based education, and to verify the effects of this type of education on nursing students' presence in education, systems thinking, and proactivity in problem solving. Method: Subjects were 69 senior college students recruited through convenient sampling. This study used a one-group pre-posttest quasi-experimental design. A structured survey was administered a week before and after provision of the simulation-based education once a week for 4 weeks. Data were analyzed using descriptive statistics and t-tests. Results: Teaching presence increased after the educational intervention; instructional design and organization, and aspect of direct facilitation subscales improved. Learning presence increased after the educational intervention; although cognitive presence did not change, emotional presence increased. With regard to emotional presence, perception and expression of one's emotional status increased, although emotional management did not change. Moreover, systems thinking increased. Among the subscales, team learning showed an increase after the educational intervention. However, there was no significant difference in proactivity in problem solving, although it showed an increase after the educational intervention. Conclusion: Based on the aforementioned study results, there is need to establish educational environments for qualitative teaching and learning presence, and devise strategies to increase learning effects with various teaching methods and type of content.

$\cdot$일 초등학교 과학 교과서 삽화 비교 연구 (The Comparative Analysis on the Illustrations of the Elementary Science Textbooks between Korea and Japan)

  • 이형철;안정희
    • 한국초등과학교육학회지:초등과학교육
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    • 제24권2호
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    • pp.138-144
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    • 2005
  • This study was intended to survey and analyze the illustrations of the elementary science textbooks in the』 7th revised education curriculum in Korea, and to compare the results with the illustration organization of the elementary science textbooks of Japan. The analysis criterion was composed of two categories, the kind of illustration and the role of illustration. The kind of illustration was divided into five subcategories such as photograph, picture, illustration, cartoon and diagram. The role of illustration was divided into four subcategories such as motive induction, guidance for learning, the supply of material, the presentation of results. According to the analyzing criterion, the frequencies of relevant subcategories of illustrations in science textbooks were checked and arranged and the resultant data were analyzed by grades. The findings of this study were as follows: 1. Korean science textbooks have about 3.29 illustrations per page whereas Japanese ones have 4.1l. Compared with Korean science textbooks, Japanese ones have more illustrations. 2. From the analysis of the kinds of the illustrations by grade basis, it was found that the order of percentage of illustrations is photograph, cartoon and picture in both countrys' science textbooks. Korean ones are highly dependent on photograph. As a contrast Japanese ones have more ratio of cartoon and picture than Korean science textbooks. 3. The analysis of the roles of the illustrations by grade basis showed that the role of guidance for learning is major in both countrys' science textbooks. The role of guidance for learning is prominent in Japanese ones, but in Korean ones, the role of guidance for learning is a little higher than that of the supply of material.

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방송고 특별활동의 효과적인 운영을 위한 콘텐츠 적용 분석 (The Analysis of On-line Contents Application for Effective Operating Extra-Curriculum in ACHS)

  • 정종인;정영식;김미용
    • 한국산학기술학회논문지
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    • 제10권8호
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    • pp.2078-2087
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    • 2009
  • 1974년 개교 이래로 현재까지 평생교육기관의 역할을 수행하고 있는 방송통신고등학교의 특별활동은 교육여건 및 온라인 콘텐츠의 미비로 사실상 운영되지 못하고 있는 실정이다. 이에 본 연구에서는 방송고 특별활동의 정상적인 운영을 위하여 방송고에 소속되어 있는 교사와 학생을 대상으로 실태분석 및 수요도 조사를 실시, 그 결과를 토대로 방송고 특별활동 영역 중 계발활동 영역에서 선호도가 높게 선정된 4개의 과목을 발굴하여 특별활동 온라인 콘텐츠를 시범 개발하였다. 그리고 개발된 온라인 콘텐츠를 청주 방송고 교사와 학생을 대상으로 시험 적용하였다. 온라인 콘텐츠 적용 후 교사와 학생을 대상으로 설문조사와 심층면담을 실시, 그 결과를 분석하여 특별활동 온라인 콘텐츠 학습의 만족도와 문제점, 특별활동 운영상의 개선방안을 도출하였다.

Metabolic Syndrome Prediction Using Machine Learning Models with Genetic and Clinical Information from a Nonobese Healthy Population

  • Choe, Eun Kyung;Rhee, Hwanseok;Lee, Seungjae;Shin, Eunsoon;Oh, Seung-Won;Lee, Jong-Eun;Choi, Seung Ho
    • Genomics & Informatics
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    • 제16권4호
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    • pp.31.1-31.7
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    • 2018
  • The prevalence of metabolic syndrome (MS) in the nonobese population is not low. However, the identification and risk mitigation of MS are not easy in this population. We aimed to develop an MS prediction model using genetic and clinical factors of nonobese Koreans through machine learning methods. A prediction model for MS was designed for a nonobese population using clinical and genetic polymorphism information with five machine learning algorithms, including naïve Bayes classification (NB). The analysis was performed in two stages (training and test sets). Model A was designed with only clinical information (age, sex, body mass index, smoking status, alcohol consumption status, and exercise status), and for model B, genetic information (for 10 polymorphisms) was added to model A. Of the 7,502 nonobese participants, 647 (8.6%) had MS. In the test set analysis, for the maximum sensitivity criterion, NB showed the highest sensitivity: 0.38 for model A and 0.42 for model B. The specificity of NB was 0.79 for model A and 0.80 for model B. In a comparison of the performances of models A and B by NB, model B (area under the receiver operating characteristic curve [AUC] = 0.69, clinical and genetic information input) showed better performance than model A (AUC = 0.65, clinical information only input). We designed a prediction model for MS in a nonobese population using clinical and genetic information. With this model, we might convince nonobese MS individuals to undergo health checks and adopt behaviors associated with a preventive lifestyle.