• Title/Summary/Keyword: Mediation analysis

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The Relationship among Participation Motivation, Flow, and Problem Gambling in Bicycle Racing: Moderated Mediation Effect of Visit Frequency (경륜 장외발매소 이용자의 도박동기, 몰입, 문제도박과의 관계에서 이용빈도의 조절된 매개효과)

  • Lee, Soyoung;Choi, Hyejin;Yoon, Suin;Choi, Soonlye;Lee, Hongjik;Yun, Seungtae
    • The Journal of the Korea Contents Association
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    • v.19 no.3
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    • pp.659-674
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    • 2019
  • The purpose of this study is to verify the path of the motivation, the flow, and problem gambling and intervention points. To this end, we verified the mediation effect of the motivation of the users outside sales offices influences the problem gambling through a flow and the moderated mediation effect of the frequency of the use of a bicycle racing tracks in that process. A total of 411 cases were analyzed using surveys conducted for one day on a weekday and weekend (September 13th and 15th 2018) for adults using an outside sales office in Jangan. According to the analysis, the causality of gambling by gambling motivation(amusement, excitement, avoidance, society, money) showed its effect positively by mediating the flow. The adjusted effect of the frequency of the use on the intermediary effect of the motivation ${\rightarrow}$ flow ${\rightarrow}$ problem gambling behavior, which is the main concern of this study, was found to be statistically significant. More specifically, the effect of adjusting the frequency of the use was statistically significant in both paths: motivation/flow and flow/problem gambling. It was also shown that, in the model with excitement, avoidance and social motivation, the adjustment of the frequency was only significant in the causal relationship between the flow and problem gambling. Based on these findings, this study made clinical and policy suggestions for intervention for gamblers and user protection regulations.

Mediation Effect of Fear of Negative Evaluation and Avoidance Motivation between Covert Narcissism and Organizational Silence (직장인의 내현적 자기애가 조직 침묵에 미치는 영향에서 부정적 평가에 대한 두려움과 회피 동기의 이중매개효과)

  • Kim, Joo-hyun;Jeong, Woo-jin;Jung, Sung-cheol
    • Journal of Venture Innovation
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    • v.4 no.1
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    • pp.67-86
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    • 2021
  • The purpose of this study was to examine the effects of office workers' covert narcissism on organizational silence and identify the (Duel)mediation effects on fear of negative evaluation and the avoidance motivation. This study used a survey of 393 office workers to measure the covert narcissism, the organizational silence, the fear of negative evaluation and the avoidance motivation. The collected data were analyzed by IBM SPSS 23 and SPSS PROCESS macro in a Bootstrapping method. The result shows that the covert narcissism, the organizational silence, the fear of negative evaluation and the avoidance motivation have positive correlations. In addition, a simple regression analysis was used according to the research model and all of them showed adequate coefficient of determination between each variables. Next, the mediating model was verified by mediation of the fear of negative evaluation and the avoidance motivation. In the relationship between the covert narcissism and the organizational silence, the mediating effect of the fear of negative evaluation was not verified and the avoidance motive showed a partial mediating effect. Finally, in the relationship between the covert narcissism and the organizational silence, the fear of negative evaluation and the avoidance motivation were gradually mediated through the (Duel)mediation effects model, and the model was statistically significant. Through this study, The implications of this study were discussed, not only the limitations of the study but also the necessity of further research were discussed.

The Effects of Dynamic Capabilities on Enterprise Performance: Focusing on the Mediating Effect of Ambidextrous Innovation Activities (동적역량이 기업성과에 미치는 영향: 양면적혁신활동의 매개효과 중심으로)

  • Choi, In Woo
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.4
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    • pp.175-192
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    • 2020
  • This study analyzed the effects of corporate dynamic capabilities on enterprise performance by using ambidextrous innovation activities as mediators, focusing on SME employees. The sub-variables of dynamic capabilities were divided into opportunity exploration capability, resource acquisition capability, and resource reconstruction capability. 282 questionnaires collected from small and medium-sized enterprises residing in the metropolitan area were used for empirical analysis. SPSS v22.0 and Process macro v3.4 were used to analyze the parallel multiple mediation model. First, the results of the analysis showed that opportunity exploration capability, resource acquisition capability had a positive (+) effect on the ambidextrous innovation activities, and the effect of resource reconstruction capability on ambidextrous innovation activities was not significant. Second, the ambidextrous innovation activities had a significant effect on the enterprise performance. Third, it was found that opportunity exploration capability and resource acquisition capability had a positive (+) effect on enterprise performance, and the effect of resource reconstruction capability on enterprise performance was not significant. Fourth, the ambidextrous innovation activity mediated the relationship between opportunity exploration capability and enterprise performance. Fifth, the ambidextrous innovation activity mediated the relationship between resource acquisition capability and enterprise performance. Sixth, the ambidextrous innovation activity did not mediate the resource reconstruction capability and the enterprise performance. As a follow-up study, it is necessary to find third mediators besides the mediators used in this study, analyze the serial mediation model through these, and study for the moderated mediation analysis through the conditional process model in which the moderator is introduced.

A Study on the Effect of the Technology Support Program Satisfaction on SMEs Technological Performance (중소기업 기술지원 프로그램의 만족도가 기술성과에 미치는 영향에 관한 연구)

  • Lee, Hyung-ju;Lee, Yong-hun;Kim, Tae-hong;Kim, Ju-seok
    • The Journal of the Korea Contents Association
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    • v.17 no.7
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    • pp.204-214
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    • 2017
  • This study aim to analyze the effect of the technology support program satisfaction on below ICT Small and Medium-sized Enterprises(below SMEs)'s technological performance. For the empirical analysis, we used the data collected from ICT SMEs technology support program conducted by ETRI - a government funded research institute. Among 153 beneficiaries, 141 companies participated in the survey and we used 102 of them for our analysis. Then, we used the mediation regression analysis. In our research model, we set the program satisfaction as a independent variable, the amount of technology support as a mediator variable and the technological performance as a dependent variable. Results show that program satisfaction has positive and significant impact on both amount of technology support and technological performance and amount of technology support has complete mediation effect on product innovation while has partial mediation effect on technological innovation. Our findings imply that more ICT SMEs technology support programs that satisfying the beneficiaries should be developed until the rest of ICT SMEs could become the hidden champions.

The Influence of Parental Rearing Attitudes on Smartphone Addiction - The Mediating Effect of Aggression and Impulse - (부모양육태도가 스마트폰 중독에 미치는 영향 -공격성과 충동성의 매개효과-)

  • Lim, Jung Ah;Kim, Myung Shig
    • Journal of Digital Convergence
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    • v.16 no.3
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    • pp.395-405
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    • 2018
  • The purpose of this study is to investigate the effects of parental rearing attitudes on smartphone addiction and mediation effect of children's aggression and impulse between them. The randomly chosen 390 subjects of the 4th and 5th elementary school students (boy: 199, girl: 191) of J City participated in this research. The main scales were EMBU-Shot, Smartphone Addiction Scale and NEO-PAS. Spss 22.0 was used for its statistical analysis, that is correlation analysis and regression analysis. The main results are as follows. First, parental rearing attitude, smartphone addiction, and aggression and impulse were statistically significantly correlated. Second, it is testified that rejective parental rearing attitudes statistically significantly increasingly influenced smartphone addiction with partial mediation of aggression and impulse. Also overprotective parental rearing attitudes statistically significantly increasingly influenced smartphone addiction with full mediation of them. It suggested the importance of intervention for aggression and impulse of the children with smartphone addiction as well as parental rearing attitude changes in intervening and counseling them. This study tried to supply evidence-based and basic data for the developing preventive education and counseling programs for them. The limit and future tasks were discussed.

The Effect of Organizational Learning on Management Performance: Mediating Effects of Innovation Activities (조직학습이 경영성과에 미치는 영향 - 혁신활동을 매개로 -)

  • Kang, Hee-Kyung;Choo, Gyo-Wan
    • Management & Information Systems Review
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    • v.37 no.4
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    • pp.237-256
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    • 2018
  • This study focused on the concept of organizational learning as a prior variable of innovation activities, and reviewed the relationship between organizational learning, innovation and management performance. According to prior studies, the ability to perform these activities may be enhanced through organizational learning, as the success of the innovation requires activities to acquire and share knowledge within the organization. In other words, organizational learning is playing a role as a precursor to innovation. Therefore, in this study, the effects of organizational learning on management performance are to be verified through the mediation effect of product and innovation activities. Organizational learning provides various definitions and components for each scholar, but this study consisted of a series of knowledge acquisition, information distribution, information analysis and process memory using the framework of the learning ability analysis by Levitt and March(1988) and Huber(1991), Innovation was also divided into product innovation and process innovation, and measured with sub-variables such as presentation of new products and improvement activities to increase productivity. Management performance was measured as financial and non-financial performance. To verify the effects of the mediation, we used a three-step regression analysis procedure of Baron and Kenny(1986)'s and a sobel-test. Empirical studies show that organizational learning has a positive effect on management performance and that knowledge acquisition and information distribution, which are the early stages of learning activities in the lower variables, affect performance through product innovation. Based on the results of the above empirical study, the implications, limitations of the study and future research directions were presented.

The Relationship between Socioeconomic Status and Health Inequality in Later Life: The Mediation Effects of Psycho-social Mechanisms (노인의 사회경제적 지위에 의한 건강불평등: 심리사회적 기제들의 매개효과 분석)

  • Chang, Sujie;Kim, Soo Young
    • 한국노년학
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    • v.36 no.3
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    • pp.611-632
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    • 2016
  • Solutions for elderly health issues need to be found that take into account not only a medical perspective, but also interactions with social conditions such as socioeconomic status. With this in mind, this study aims to understand how socioeconomic status leads to health inequalities for the elderly. Specifically, this study investigates the mediating effects of socioeconomic status(income and education levels), health activities as an intermediary of the three dimensions of physical health(medical health, functional health, subjective health), accessibility of medical facilities, social participation, and social network. To test the research model, a secondary data analysis was conducted on the 2014 National Survey of Senior Citizens. The participants of the study were 10,451 elderly men and women aged 65 and above. To test the mediated model, hierarchical multiple regression analysis was conducted following the procedures suggested by Baron and Kenny(1986). In addition, a Sobel test was conducted to test the mediated model's significance. According to the analysis, the effects of income and educational levels on the health of the elderly were not the same. Additionally, different results were found depending on health dimensions. However, the overall direction of the results showed that the socioeconomic status of the elderly creates health disparities, and health behaviors, accessibility of medical facilities, social participation, and social network had significant mediation effects between socioeconomic status and physical health. Study findings especially worth noting are as follows: education was shown to have a stronger effect on health than income; effects of social integration factors such as social participation were highlighted; and significant mediating effects on the accessibility of medical facilities remained even after taking residential area into account. Results of this study shed light on health inequality mechanisms due to socioeconomic conditions and the need to find alternatives to alleviate these problems.

Consumer Responses to Stockouts in Online Fashion Stores: Indicating Effects of Psychological Reactance and Emotion (온라인 패션점포의 품절에 대한 소비자 반응: 심리적 반발심과 감정의 매개효과를 중심으로)

  • Shin, Hyesun;Hur, Hee Jin;Choo, Ho Jung
    • Fashion & Textile Research Journal
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    • v.17 no.5
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    • pp.770-780
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    • 2015
  • This study intended to explore fundamental causes affecting consumers' response actions from psychological factors in the situation of sellout occurring during shopping in online fashion stores. In addition, this study devised a virtual online shop in order to measure consumers' cognitive and emotional psychological responses they experienced when goods were sold out. The subjects involved women in 20s~30s, major customers of online shopping, and the subjects were randomly allocated to one of eight questionnaire forms (2(stockout size: high vs low)${\times}2$(product assortment similarity: similar vs. dissimilar)${\times}2$(restocking cue: included vs excluded)). The number of final data used for the analysis was 336 and through SPSS 21.0 program, two-way ANOVA and bootstrap were utilized. The analysis result was that consumers' psychological responses (emotions, psychological reactance) of online shops differed by means of varying stockout situations. The stockout size had positive effect on psychological reactance and negative emotions. On the other hand, there was no difference in positive emotions (arousal) according to stockout size. In stockout situation of online fashion store, the moderating effect of product assortment similarity and restocking cues were verified. According to the analysis result, interaction effects between stockout size and restocking cues, product stockout size and product assortment for psychological reactance were significant. Lastly, the mediation effect of psychological reactance and emotion between stockout size and behavioral response was tested. As a result, the moderated mediation effects of psychological reactance for substitute were significant when product assortment was dissimilar and restocking cue was exclude.

Analysis of Clinical Research Trends in Korean Medicine : Using a Clinical Research Information Service(CRIS) of Korea Centers for Disease Control & Prevention(KCDC) (질병관리본부 임상연구정보서비스(CRIS)를 활용한 한의약 임상연구 동향 분석)

  • Jang, Hye-Kyoung;Jung, In Chul;Park, So Jung;Park, Yang Chun
    • Journal of Society of Preventive Korean Medicine
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    • v.24 no.2
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    • pp.43-55
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    • 2020
  • Objectives : The general and specific characteristics inherited in Korean traditional medicine research is to be identified and on the basis of this, the role of researchers, research institutes and government organizations is to be presented. Method : Analysis data targeted 399 cases of traditional medicine researches out of 696 cases, excluding overlapped 297 cases, that are relevanttokey-words, 'Oriental Medicine' and 'Herbal Prescription' registered in the National Institutes of Health Clinical Research Information Service(CRIS) as of 31 December, 2019. Including the regulation of the Ministry of Food and Drug Safety, research fund supporting, type of mediation, targeting disease and so forth, frequency analysis was carried out in order to confirm the general and specific characteristics of traditional medicine. Results : As a result of analyzing the data, researches of medicines(herbal medicines) and mediation(acupuncture, moxibustion) and were identified as the most and in the case of the targeting disease, it appeared in the order of targeting the research on musculoskeletal system and the healthy person.

Impact of Adolescent Game Addiction on School Adaption: Focused on the Mediating Effects of Social-support (청소년의 게임중독성이 학교적응에 미치는 영향: 사회적 지지의 매개효과를 중심으로)

  • Lee, Seong-Dae;Yeum, Dong-Moon
    • The Journal of the Korea Contents Association
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    • v.13 no.8
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    • pp.229-239
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    • 2013
  • The purpose of this study is to find out the mediation effects of social-support for adolescents' game addiction and school adaptation. For this study, 353 middle school students in the West-Gyungsangnamdo areas were included in the analysis. Setting as covariates, a mediator and extra variables significantly correlated with the criterion variable, regression analysis, SPSS Macro and bootstrapping methods were used to assess the mediation effects of social-support for adolescents' game addiction and school adaptation. The results showed that adolescents highly addicted to games tended to have more difficulty in adapting to school. However, it was found that social-support (mediator) fully mediated the influence of the adolescents' game addiction (predictor) on school adaptation (criterion variable). Based on the results of the analysis, we suggest implications for social work practice to improve how game-addicted adolescents settle down in middle school through increasing social-support - the mediator - and hence bring about a decrease in game addiction among adolescents.