• 제목/요약/키워드: Learning effect analysis

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신제품개발 관리에서 전략적 학습의 역할 (The Role of Strategic Learning in New Product Development Management)

  • 김지대;이성석
    • 경영과학
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    • 제25권1호
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    • pp.149-167
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    • 2008
  • One of characteristics of firms having successfully developed new products is that they are practicing strategic learning, that is, organizational learning for preparing the future. In this context, we attempts to examine the effect of strategic learning on the proficiency of new product development activities and new product outcome, in an empirical way. In addition, we Investigated the moderating effect of new product innovativeness on the relationship among strategic learning, proficiency of new product development activities, and new product outcome. The analysis results show that the strategic learning has a positive impact on both the proficiency of new product development activities and new product outcome. And it was found that the impact of strategic learning on the proficiency of new product development activities is increasing when firms developing new products with high degree of innovativeness. However, the impact of strategic learning on new product outcome was not different according to new product innovativeness. This results shed some insight on the role of strategic learning in the new product development management.

운동 역학의 개념형성 정도와 재학습을 통한 학습효과 분석 (Learning Outcomes Analysis Using by Degree of Concept and Repetition Learning of Motion Mechanics)

  • 장석정;이종길
    • 한국실천공학교육학회논문지
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    • 제4권2호
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    • pp.46-52
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    • 2012
  • 본 연구에서는 이미 운동역학 단원을 수강한 중학교 1학년에서 3학년까지의 학생을 대상으로 연구하였다. 학생들을 대상으로 반복 학습 전과 후의 동형검사를 이용해 테스트 한 결과 반복학습이 효과적이며, 학습전보다 과학에 대한 관심도가 더 높은 것으로 나타났다. 연구에 참여한 세 집단이 동일한 개념을 학습했으나 개념 형성 시기가 다른 점을 고려해 연계적으로 반복 심화 학습하는 것이 좀 더 높은 학습 효과를 얻을 수 있는 것으로 나타났다.

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C.V.P. 분석에 있어서 학습곡선의 적용에 관한 연구 (A Study on the Cost-Volume-Profit Analysis Adjusted for Learning Curve)

  • 연경화
    • 산업경영시스템학회지
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    • 제5권6호
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    • pp.69-78
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    • 1982
  • Traditional CVP (Cost-Volume-Profit) analysis employs linear cost and revenue functions within some specified time period and range of operations. Therefore CVP analysis is assumption of constant labor productivity. The use of linear cost functions implicity assumes, among other things, that firm's labor force is either a homogenous group or a collection homogenous subgroups in a constant mix, and that total production changes in a linear fashion through appropriate increase or decrease of seemingly interchangeable labor unit. But productivity rates in many firms are known to change with additional manufacturing experience in employee skill. Learning curve is intended to subsume the effects of all these resources of productivity. This learning phenomenon is quantifiable in the form of a learning curve, or manufacturing progress function. The purpose d this study is to show how alternative assumptions regarding a firm's labor force may be utilize by integrating conventional CVP analysis with learning curve theory, Explicit consideration of the effect of learning should substantially enrich CVP analysis and improve its use as a tool for planning and control of industry.

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사이버대학의 교육서비스 품질이 학습 만족에 미친 영향 (Effect of Education Service Quality affecting Student Satisfaction in Cyber University)

  • 김준우;김용구
    • 디지털융복합연구
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    • 제8권3호
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    • pp.115-127
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    • 2010
  • 본 연구는 현재 사이버 대학에서 제공하고 있는 강의서비스 품질이 학습자의 학습동기에 따라 학습 만족에 어떠한 영향을 미치고 있는지를 연구하였다. 강의서버스 품질은 기존의 서비스 품질 측정요인으로 사용되고 있는 SERVQUAL(유형성, 신뢰성, 반응성, 확신성, 공감성) 바탕으로 강의서비스 품질을 측정하였다. 분석결과 강의서비스 품질와 유형성, 확신성, 신뢰성, 공감성은 학습만족에 지지되었고 반응성은 기각되었다. 학습동기가 학습만족에 조절변수로서의 할 것이라는 가설을 검정하기 위하여 3단계 계층회귀분석을 실시하였다. 강의서비스 품질의 각 구성요인과 학습동기가 상호작용할 때 전반적 만족에 유의한 영향을 주고 있다는 3단계 모델의 설명력이 높게 나타남으로써 전체적으로 학습동기의 상호 작용 효과는 입증되었다.

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온라인 수업의 학습 만족도에 자기주도 학습능력이 미치는 영향에 대한 연구 (A Study of the Effect that Self-Initiated Learning Ability on Learning Satisfaction in Online Class)

  • 홍미경;안영태
    • 한국항공운항학회지
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    • 제29권4호
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    • pp.21-27
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    • 2021
  • The paper, in an online learning environment which becomes prolonged for reason of COVID-19, on 80 students belonging to the aviation and aeronautics, proposed more concrete direction for raising effectiveness of online class by analyses of various standpoints regarding the relation between 8 detailed elements of self-initiated learning ability and learning satisfaction. As a result of analyses, first, it turned out that, among detailed elements of self -initiated learning ability, relatively high scores were showed in basic self management ability, grasp of resources for learning, attribution of efforts to results, and selection of learning strategies. Second, in correlation between self-initiated learning ability detailed elements and learning satisfaction and technical statistical analyses, the score of the two elements: learning goal setting and continuance of learning execution is low, so that it is necessary to note the two elements. Third, as to self-initiated learning ability, the average of female students is high and in learning satisfaction, the average of male students was high. Fourth, it was found that the first-class students showed significantly high learning satisfaction compared with the second-class students. Fourth it turned out that, regarding a difference, both of self-initiated learning ability and learning satisfaction were dismissed and thus there is no difference. Fifth, as to the effects of self-initiated learning ability on learning satisfaction, both of a corelation analysis and a regression analysis showed significant results. Accordingly, self-initiated learning ability in online class has a very significant effect on learning satisfaction.

적응형 온라인 학습환경에서 학습자 특성 및 AI튜터 추천문항 학습활동의 학업성취도 예측력 탐색 (An Inquiry into Prediction of Learner's Academic Performance through Learner Characteristics and Recommended Items with AI Tutors in Adaptive Learning)

  • 최민선;정재삼
    • 한국IT서비스학회지
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    • 제20권4호
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    • pp.129-140
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    • 2021
  • Recently, interest in AI tutors is rising as a way to bridge the educational gap in school settings. However, research confirming the effectiveness of AI tutors is lacking. The purpose of this study is to explore how effective learner characteristics and recommended item learning activities are in predicting learner's academic performance in an adaptive online learning environment. This study proposed the hypothesis that learner characteristics (prior knowledge, midterm evaluation) and recommended item learning activities (learning time, correct answer check, incorrect answer correction, satisfaction, correct answer rate) predict academic achievement. In order to verify the hypothesis, the data of 362 learners were analyzed by collecting data from the learning management system (LMS) from the perspective of learning analytics. For data analysis, regression analysis was performed using the regsubset function provided by the leaps package of the R program. The results of analyses showed that prior knowledge, midterm evaluation, correct answer confirmation, incorrect answer correction, and satisfaction had a positive effect on academic performance, but learning time had a negative effect on academic performance. On the other hand, the percentage of correct answers did not have a significant effect on academic performance. The results of this study suggest that recommended item learning activities, which mean behavioral indicators of interaction with AI tutors, are important in the learning process stage to increase academic performance in an adaptive online learning environment.

Does Social Media Use Increase or Decrease Learning Performance? A Meta-Analysis Based on International English Journal Studies

  • 박기호;런가우페이
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권4호
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    • pp.293-311
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    • 2019
  • 목적 본 연구는 2011년부터 8년간의 영문문헌에 대해 메타분석법을 이용하여 소셜미디어의 사용과 학습성과간의 관계를 규명하고자 하였다. 또한 소셜미디어 사용 상황과 연구분석방법론 변인의 조절효과 여부를 분석하였다. 연구방법론 주요 연구방법으로 유사한 연구 의문점이 제시된 선행의 실증연구들에 대해 메타분석기법을 사용하였으며, 문헌분석을 통해 정량적 데이터를 도출하고, 이를 실증 분석하였다. 연구결과 연구결과로 소셜미디어의 사용과 학습성과간에는 정의 상관을 보였으며, 상황변수와 연구방법론 변수가 조절효과를 보였다. 상황변수의 구성개념으로는 소셜미디어형태, 사용자 집단, 플랫폼 종류 등으로 하였고, 분석을 위한 측정방법 변수에는 측정모형, 데이터속성 등의 개념으로 구성하였다.

大学生在线学习效果的多维度比较研究

  • Lijuan Huang;Xiaoyan Xu
    • Journal of East Asia Management
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    • 제4권2호
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    • pp.39-62
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    • 2023
  • Online and offline mixed teaching mode has become an important way to promote the connotative development of higher education. Under the background that offline teaching has become mature, in order to further promote the development of online education, and promote the implementation of the mixed teaching mode, to mix and to provide basis for the construction of the mixed teaching mode, this study takes the online learning effect as the evaluation basis, adopts the online questionnaire survey to conduct statistical analysis of the online learning behavior of 2213 college students, and discusses the differentiation phenomenon of online learning groups from the micro, meso and macro perspectives. It is found that there are significant differences in the online learning effect of college students in terms of the type of learning platform, whether the school implements the online offline mixed teaching mode, education background, grade (bachelor's degree), and region. Colleges and universities should strengthen the promotion of online and offline mixed teaching mode; The online learning platform should improve the platform function and strengthen the functional differentiation design of learning resources for students. Education departments pay attention to the learning effect of online learners in different regions, and bridge the gap in regional education.

Analysis of Influencing Factors of Learning Engagement and Teaching Presence in Online Programming Classes

  • Park, Ju-yeon;Kim, Semin
    • Journal of information and communication convergence engineering
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    • 제18권4호
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    • pp.239-244
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    • 2020
  • This study analyzed the influencing factors of learning engagement and teaching presence in online programming practice classes. The subjects of this study were students enrolled in an industrial specialized high school, who practiced creating Arduino circuits and programming using a web-based virtual practice tool called Tinkercad. This research adopted a tool that can measure task value, learning flow, learning engagement, and teaching presence. Based on this analysis, learning flow had a mediating effect between task value and online learning engagement, as well as between task value and teaching presence. Increasing learning engagement in online classes requires sensitizing the learners about task value, using hands-on platforms available online, and expanding interaction with instructors to increase learning flow of students. Furthermore, using virtual hands-on tools in online programming classes is relevant in increasing learning engagement. Future research tasks include: confirming the effectiveness of online learning engagement and teaching presence through pre- and post-tests, and conducting research on various practical subjects.

e러닝에서 소셜커머스 기반의 광고와 포털사이트 기반의 광고 간 투자비용 대비 효과에 관한 비교 연구 (A Study on the Cost-Effect Analysis between Portal-Based and SNS-Based Advertisements)

  • 김창수;권우석;이성호
    • 디지털산업정보학회논문지
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    • 제9권4호
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    • pp.213-226
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    • 2013
  • Recently, the social commerce on Facebook.com and Twitter.com, which is represented by SNS (Social Network Service), has been expanding in the form of a combination of SNS market. This study attempted to examine the cost-effect analysis between portal-based advertisement and SNS-based advertisement in order to establish an effective advertising strategy for e-learning content providers. The results showed that portal-based advertisement is more effective than SNS-based advertisement in terms of advertising effectiveness against cost. According to these empirical research results, this article discusses the practical implications for e-learning content providers in an attempt to enable them to take competitive advantage.