• Title/Summary/Keyword: Moderation effect analysis

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A Study of the Characteristics and Productivity of the University Entrepreneurship Ecosystems - Discrete and complementary effects of patents, entrepreneurship education, and student entrepreneurship clubs - (대학 창업생태계의 특성과 생산성에 관한 연구 - 특허, 창업교육, 창업동아리의 개별효과와 상호보완효과를 중심으로 -)

  • Lee, Kyoung-Joo;Kim, Eun-Young
    • Journal of Engineering Education Research
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    • v.21 no.6
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    • pp.108-117
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    • 2018
  • Given the substantial industrial and economic contributions of university start-ups, a growing number of studies have adopted the ecosystem perspectives to systematically explain creating start-ups in universities. Despite the huge theoretical potential, few studies have analyzed the complex, complimentary interactions of the core components in the university entrepreneurship ecosystems (UEEs). Addressing the limitation, this research not only discusses the role of the core ecosystem components, such as patents, entrepreneurship education, and student entrepreneurship clubs, but also analyzes their discrete and complimentary effects on the productivity of UEEs. Based on a national survey of universities, this study shows that all the core components have a positive effect on the ecosystem productivity. More importantly, this study investigated the complimentary relationships among components and tested the moderation effects of both the entrepreneurship education and the student clubs on the relationship between the patents and the productivity of UEEs. The analysis results show that the student clubs intensify the patents' positive effect on the productivity of UEEs. The research results could provide the crucial policy insights for the successful design of UEEs.

A Study on the Influence of Regional Competency in Science and Technology Policy on Performance (지역 과학기술 정책역량이 성과에 미치는 영향에 관한 연구)

  • KIM, Sang-Gyun;KANG, Min-Jung
    • The Journal of Industrial Distribution & Business
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    • v.10 no.8
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    • pp.55-65
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    • 2019
  • Purpose - Recently, the fourth industrial revolution is rapidly progressing, and the central government-led innovation system is not able to flexibly cope with changes in science and the economy and society. To solve these problems, it is necessary for local governments, which can easily identify and flexibly respond to local sites, to become self-centered and ready to respond more quickly to massive changes. Through this research, this study investigated the awareness of the elements of Jeonnam Province's capabilities in the field of science and technology policy, the importance of R&D, and how network cooperation among the base institutions might affect performance. Research design, data, and methodology - In fact, the data used in this study only 115 people were polled, excluding five who did not respond to the necessary variables. The methods of the survey were sampled, and the means of the survey were investigated via a self-contained electronic file (e-mail). Statistical analysis, including hypothesis verification, was performed by SPSS 19. The regression analysis was used. Results - All factors significantly affect performance by dividing them into five sub-fields: R&D strategic establishment, R&D demand survey, R&D planning, R&D evaluation, and R&D project management. These results suggest the importance and need for local scientific technology policy capabilities. Besides, it was confirmed that the relationship between regional science and technology policy capabilities and performance was moderated by the recognition of the importance of science technology and network cooperation among the core organizations. Conclusions - As a result, independent variables regarding the capabilities of each scientific technology policy were found to be statistically significant and have a significant effect on performance. Second, the regression analysis has shown the moderation effects of R&D importance awareness between the capabilities of science and technology policies and their performance. On the other hand, a regression analysis showing that the capabilities of science and technology policies and network cooperation between the base regions were not significant, indicating that there is no effect of moderation of network cooperation between the base regions between the capabilities of science and technology policies and performance.

An Analysis of Factors Affecting Fintech Payment Service Acceptance Using Logistic Regression (로지스틱 회귀분석을 이용한 핀테크 결제 서비스 수용 요인 분석)

  • Hwang, Sin-Hae;Kim, Jeoung Kun
    • Journal of the Korea Society for Simulation
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    • v.27 no.1
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    • pp.51-60
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    • 2018
  • This study aims to understand crucial factors affecting user's Fintech payment service adoption. On the basis of innovation diffusion theory and prior Fintech literature, this study classifies the influence factors of users' adoption of Fintech payment service into two dimensions - service dimension containing complexity, perceived benefit, trust in service provider and user dimension containing personal innovativeness and security breach experience. The data analysis results using binary logistic regression shows the negative direct effects of perceived risk, complexity, security accident experience on user's service adoption are statistically significant. Personal innovativeness has a positive effect on user's Fintech payment service adoption. The moderation effect of security accident experience is also significant at p<0.05.

The Impact of Poverty on Self-Rated Health in Philippines: A Mediated Moderation Model of Health Behaviors and Family and Friend Support (필리핀 지역주민의 빈곤이 주관적 건강상태에 미치는 영향: 건강행태와 가족 및 친구 지지의 매개된 조절효과 분석)

  • Kim, Jae Woo;Kim, Dohyeong;Nam, Eun Woo
    • Health Policy and Management
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    • v.26 no.1
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    • pp.24-29
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    • 2016
  • Background: Socio-economical status, represented by poverty, is a potent factor in predicting health status, because preventable illness and death occurs due to poverty and socio-economical situation. This study aims to provide information towards on the correlation between poverty and self-rated health in consideration of elements of health behaviors and family and friend support in Philippines. Methods: Data was collected on 15th to 28th of February 2011 by using structured questionnaire through interview method. Study area is Antipolo and Tondo in Manila, Philippines. Sample size was 1,100 but only 658 cases was analyzed due to incomplete questionnaire. Results: Results show that the poverty has direct negative influence on self-rated health, while the presence of family and friend support decreased negative influence. And through the analysis of mediated moderation model, similarly poverty has also indirect negative effect on self-rated health by health behaviors and family and friend support. Especially, regular exercise was found to be a major variable that mediates poverty and self-rated health. Conclusion: In conclusion, to improve the self-rated health state of respondents need to provide emotional support especially from family and friends. Also regular exercise should be encouraged by raising health awareness through continuous health education and promotion for the residents in order to develop health behaviors.

A study on the Relationship among Depression, Walking and Quality of Life for the Elderly -Focusing on the Moderation Effects of Walking- (노인의 우울, 걷기, 삶의 질의 관계에 대한 연구 -걷기의 조절효과 중심으로-)

  • Song, Hee-Seung
    • Journal of Digital Convergence
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    • v.14 no.8
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    • pp.515-525
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    • 2016
  • This study examined how walking moderates the influence of depression on quality of life in elderly. Data of the study were analysed using the sixth Korean National Health and Nutrition Examination Survey (KNHANES V-2, 2014). The subjects were elderly aged 65 years or more and the number of the sample was 1,263. Using hierarchial regression analysis, walking as a moderator of the depression and quality of life relationship was examined. Quality of life for elderly showed significant differences according to sex(t=8.26, p<.001), age(t=5.19, p<.001), number of chronic disease(F=37.88, p<.001), depression(t=9.62, p<.001) and walking per week (t=47.36, p<.001). Walking moderated the relationship between depression and quality of life in elderly. Based on these findings, the enhancement of walking in depressed elderly is recommended to promote the quality of life.

The Influences of Economic, Social Factors on the Subjective Health Assessment for Baby Boomer Generation Workers -the Moderating Effect of Private Health Insurance- (베이비부머세대 근로자의 경제, 사회요인이 주관적 건강평가에 미치는 영향 -민간의료보험가입 조절효과-)

  • Heo, Won-Gu
    • The Journal of the Korea Contents Association
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    • v.15 no.9
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    • pp.257-272
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    • 2015
  • This study is to verify how the economic, social and moderating effect factors of baby boomer generation workers' affect the subjective health evaluation. The subjective of this study was 1,202 workers of baby boomer generation by using the 4th data of Korea longitudinal study of aging(KLoSA) from Korea Labor Institute in 2012. Economic and social factors were selected as scales to analyze if there is meaningful difference in subjective health evaluation. Method of frequency analysis, t-test, ANOVA and correlation analysis was used, and multi regression analysis was also conducted to verify whether the private health insurance has control effect over the relation between the subjective health evaluation and the economic & social factor. As a result of the study, age, education, home ownership, peer group meeting, overall satisfaction, private health insurance were major factors affecting the subjective health evaluation of baby boomer generation. Moreover private health care were turned out to have a moderation effect in relation between economic, social factor and subjective health evaluation.

A Effect of Physical Environment on Safety Behavior: Mediation of Job Stress, and Moderation of Safety Climate (물리적 환경이 작업자의 안전 행동에 미치는 영향: 직무 스트레스의 매개 효과와 안전 분위기의 조절 효과)

  • Jung, Se-Youn;Kim, Byung-Jik;Go, Do-won
    • Journal of the Korea Safety Management & Science
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    • v.18 no.1
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    • pp.89-97
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    • 2016
  • This current research investigated whether job stress mediates the relationship between physical environment and safety behavior of members in organization. Furthermore, we hypothesized that safety climate functions as moderator between physical environment-job stress link. In order to examine the hypotheses, 870 employees in various fields of companies were sampled. Using structural equation modeling(SEM), we conducted moderated mediation model analysis which cab elaborately test the significance of our hypotheses. The results showed that job stress mediated the link between physical environment and safety behavior of members. Moreover, the relationship between physical environment and job stress was moderated by safety climate. The implications and limitations of our study and suggestions for future research were discussed.

How Does the Frequency of Instructor Feedback Affect Perceived Loafing and Team Performance in Team Project-Based Learning? A Moderated Mediation Approach

  • Ji Won YOU
    • Educational Technology International
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    • v.24 no.2
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    • pp.237-262
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    • 2023
  • This study focuses on the instructor's role in student-centered learning and aims to test the effects and moderating role of instructor feedback on perceived loafing in team project-based learning. A conditional effect model including team efficacy, perceived loafing, instructor feedback, and team performance was proposed. Data were collected from students who registered for team project-based learning courses at a university in South Korea. A total of 420 cases were subjected to moderated mediation analysis. The results demonstrated that instructor feedback was negatively related to perceived loafing and moderated the relationship between team efficacy and perceived loafing. Furthermore, instructor feedback moderated the relationship between perceived loafing and team performance. In particular, even when perceived loafing was high, students who received frequent instructor feedback were found to significantly reduce the damage to team performance. Based on these findings, the importance of instructors' facilitation in team project-based learning is discussed.

The Effects of the Previous Corporation Internal Reservation on the Current R&D Investment -Using EDU as a moderating variable & Verification through GBM model (법인의 전기 사내유보가 당기 연구개발 투자에 미치는 영향 - 교육훈련비의 조절변수 효과 및 GBM 모델을 통한 검증)

  • Yoo, Joon-Soo;Jeong, Jae-Yeon
    • Journal of the Korea Convergence Society
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    • v.9 no.1
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    • pp.9-20
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    • 2018
  • The purpose of this paper is to analyze the effect of corporation internal reservation on R&D investment. It is to find how much effect the reflux tax has achieved through empirical analysis. In addition, education training expense was taken as a moderating variable to find the effectiveness of government policy. Furthermore, the study looked through the effect once again by using GMB model. According to the result counted by regression analysis, it could be concluded that the effect of both moderation and intervention had a significant effect and the variable of interest cost and welfare & benefit cost in model 1, 2 and 3 had a meaningful impact at the level of 99%. On the other hand, the previous corporate internal reservation failed to show any significant result in all types of models. Even in GBM model of convergence level applied to additional analysis, similar results came out.

Effects of Shiftwork on Workers' Safety and Health: The Mediation Effect of WLB (교대근무가 근로자의 안전과 건강에 미치는 영향: 일과 삶의 균형(WLB : Work-Life Balance)의 매개효과)

  • Hong, Min Jee;Oah, Shezeen
    • Journal of the Korean Society of Safety
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    • v.35 no.5
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    • pp.66-73
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    • 2020
  • The change in labor consciousness began to draw social attention to work-life balance (WLB). The WLB is one of the major factors affecting the health and safety problems of workers. Although shiftwork adversely affects WLB, safety, and health problems of workers, WLB of shift workers has received little empirical attention. The purpose of this study was to examine whether WLB mediates the relationship between shiftwork and shift worker's safety and health problems, participation in leisure activities moderates WLB, and finally, whether WLB moderated by participation in leisure activities mediates the relationship between shift work and shift worker's safety and health problems. For the study, the data of the 5th wave of Korean Working Condition Survey(KWCS) conducted by Korea Occupational Safety and Health Agency(KOSHA) of South Korea was used. Conditional process analysis revealed that the relationship between shift work and worker's safety and health problems is mediated by WLB; however, participation in leisure activity showed no moderation effect on WLB. Therefore, the moderated mediation effect has failed to achieve statistical significance. The results indicate that working environment improvement in consideration of the WLB is needed to gain shift worker's long-term safety and health. The implications of this study and suggestions for future research were discussed.