• Title/Summary/Keyword: Moderated Mediating Model

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The Effect of the Perception of ICT Technical Characteristics in Agricultural Industry on the Intention to Start Smart Farm: Focusing on the Mediating Effects of Effort Expectation and Acceptance Intention of Smart Farm (농산업 ICT 기술적특성에 대한 인식이 스마트팜 창업의도에 미치는 영향: 스마트팜의 노력기대와 수용의도의 매개효과 중심으로)

  • Park, Sung Geun;Heo, Chul-Moo
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.3
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    • pp.19-32
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    • 2020
  • This study analyzed the effects of ICT technical characteristics of agricultural industry on smart farm entrepreneurial intention by using smart farm effort expectation and smart farm acceptance intention as mediators for smart farm pre-founders. Sub-variables of the technical characteristics of agricultural industry ICT were classified into availability, economics, data convergence and scalability. 349 questionnaires collected from pre-founders living in the country were used for empirical analysis. SPSS v22.0 and Process macro v3.4 were used to analyze the data based on serial multiple mediation model. First, economics and scalability had a positive (+) effect on start-up intention. Second, availability, economics and scalability had a significant effect on effort expectation. Third, effort expectation had a significant positive effect on acceptance intention. Fourth, acceptance intention had a significant positive effect on start-up intention. Fifth, the indirect effects of economics on start-up intention were all significant through effort expectation, through acceptance intention and through both effort expectation and acceptance intention. Sixth, the indirect effect of data convergence on start-up intention was significant through acceptance intention. Seventh, the indirect effect of scalability on start-up intention was significant through effort expectation and through both effort expectation and acceptance intention. As a follow-up study, it is necessary to study for the mediating variables other than mediators introduced in the study or the moderated mediation analysis through the conditional process model in which the moderating variable is introduced.

The mediating effect of innovation and information sharing, in the relationship between the strategic supply chain and the supply chain performance of the raw material export-import firm (원자재 수출입 기업의 전략적 공급사슬지향성과 공급사슬 성과의 관계에서 혁신활동과 정보공유 활동의 매개역할)

  • Cho, Yeon Sung
    • International Commerce and Information Review
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    • v.17 no.1
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    • pp.193-214
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    • 2015
  • This study was conducted to explore the impact of the strategic supply chain orientation on the supply chain performance of raw materials export-import firms. In addition, this study analyzed the mediated effect of innovation and information sharing between the strategic supply chain orientation and supply chain performance of the firms. In the research model of this study considered the strategic supply chain orientation, innovation, information sharing and supply chain performance as the characteristics of the raw materials export-import firms by dividing the learning performance and market performance. The sample firms be analyzed were 445 firms. The 7 hypothesis including moderated effect were analyzed by using LISREL as structural equation modeling. According to the path analysis, the strategic supply chain orientation had a positive impact on the innovation activity. However, it did not have a positive influence on the information sharing. In the analysis of the mediated effect, the innovation activity of supply chain showed a full mediated effect between the strategic supply chain orientation and the information sharing. And the information sharing showed a partial mediated effect between the strategic supply chain orientation of these firms and the supply chain performance.

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Study on the Donation and Consumer Attitude for the Retail Brand Management (소매 브랜드 관리를 위한 기부 및 소비자 태도에 관한 연구)

  • Ahn, Sungsook;Kim, Yong-Cheol;Kim, Moon-Seop
    • Journal of Distribution Science
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    • v.16 no.4
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    • pp.49-56
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    • 2018
  • Purpose - The purpose of this study is to provide managerial implications for retail brand managers. Specifically, current study divide donation type into direct donation(e.g., corporate philanthropy) and indirect donation(cause-related marketing) and investigate the donation type on the purchase intention. Also, this research intends to provide the mechanism between the donation type on the purchase intention by showing the mediating role of the consumers' perceived warmth. Moreover, the moderating role of the brand type(non-luxury vs. luxury brand) between the donation type, the warmth perception, and the purchase intention will be examined. Research design, data, and methodology - A total of 174 undergraduate students from a university in Korea were recruited and were randomly assigned to the conditions of a 2(donation type: indirect vs. direct) X 2 (brand type: non-luxury vs. luxury) between-subjects design. The hypotheses were tested using SPSS 21.0. Two-way ANOVA and multiple regression analysis were performed. Results - Empirical results showed that the consumers' perceived warmth was higher in the direct donation condition than the indirect donation condition and moreover this influence of the donation type on the perceived warmth was moderated by the brand type. Specifically, the influence of donation type on the perceived warmth was significant only for luxury brand. And there is an interaction effect of donation type and brand type on the purchase intention. More specifically, the purchase intention for luxury brand was higher in the direct donation condition than the indirect donation condition whereas the purchase intention for non-luxury brand was higher in the indirect donation condition than in the direct donation condition. Conclusions - This research contributed to the CSR literature of retail brand management by showing that the influence of the donation type and the brand type on the purchase intention. Moreover, this study enriched CSR literature by introducing Stereotype Content Model and showing the mediating role of the consumers' perceived warmth. Managerially, these results suggested retail brand managers of non-luxury brand and luxury brand how to select an appropriate type of donation and conduct CSR strategies.

The Effects of Transformational Leadership of Financial Institution on Organizational Effectiveness -Focused on Mediating Effect of Education Service Quality and Moderating Effect of Trust- (금융기관 상사의 변혁적 리더십이 조직유효성에 미치는 영향 -교육서비스품질의 매개효과와 신뢰의 조절효과 중심으로-)

  • Seo, Seung-Hee;Kang, Shin-KI
    • Journal of Digital Convergence
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    • v.19 no.8
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    • pp.113-132
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    • 2021
  • This study is about the factors affecting organizational effectiveness and to suggest implications for encouraging organizational effectiveness. The conditional process model was analyzed with transformational leadership as an independent variable, educational service quality as a mediator, organizational effectiveness as a dependent variable, and trust as a moderator. The data collected from the financial institutions were analyzed using SPSS v22.0 and PROCESS macro v3.4. As a result, transformational leadership has a (+) effect on educational service quality, and educational service quality has a (+) effect on organizational effectiveness. Except for the relationship between charisma and innovative behavior, transformational leadership affect organizational effectiveness. Excluding the relationship between charisma and innovative behavior, educational service quality mediate between transformational leadership and organizational effectiveness. Trust only moderates between educational service quality and innovative behavior. Trust moderated the mediating effect of educational service quality between transformational leadership and innovative behavior. The results suggest the importance of education service quality management in a non-face-to-face working environment and the importance of individual consideration in innovative actions.

Effect of YouTube Influencer Reputation and Parasocial Relationship on Marketing Effectiveness Moderated by Types of Economic Interest (경제적 이해관계 유형에 따라 유튜브 인플루언서 평판과 의사인간관계가 마케팅 효과에 미치는 영향)

  • Shang, Jingyi;Chang, Byenghee
    • The Journal of the Korea Contents Association
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    • v.21 no.12
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    • pp.238-249
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    • 2021
  • This research aims to present effective influencer marketing strategies against a heavy blow in Korean influencer marketing industry because of the paid advertisement controversy and the reinforcement of regulations for online advertisement. By investigating the effects of influencer reputation, which is composed of communication skills, influence, authenticity and professionalism on marketing effect, as well as the mediating effect of parasocial relationship, the study provides some implications for influencer selecting. The effect of economic interests is examined under 4 experimental conditions of paid advertisements, brand collaboration, brand gifts and organic review to figure out how to arrange an appropriate sponsorship plan. According to results of PLS structural equation analysis, it shows that the influence and authenticity of an influencer have a significant positive effect on marketing effect and the mediating effect of parasocial relationship is partially proved. It seems that the effect of influencer reputation on marketing effect is significantly differentiated in different contexts, which confirms the moderating effect of economic interest. Distinguish from previous studies, this study focuses on types of economic interest rather than a simple comparison between sponsorship disclosure versus no disclosure and makes contributions to expanding reputation research. Meanwhile, findings of this study could give some practical implications for marketing practitioners in planning influencer marketing.

The Relationship between Stress and Suicidal Ideation for Old Adult Living Alone -Multiple Mediator Effects of Self-criticism and Feelings of Loneliness, and the Moderating Effects of Social Support- (독거노인의 스트레스와 자살생각 간의 관계 -자기비판, 고독감의 다중매개효과와 사회적 지지의 조절효과-)

  • Park, Bonggil;Song, Inseok
    • Korean Journal of Social Welfare
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    • v.66 no.2
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    • pp.51-74
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    • 2014
  • This study aimed to examine a multiple mediator model in which stresses affect self-criticism. The self-criticism, in turn seemed to affect the feelings of loneliness, and this had an effect on over 65 years living alone. Furthermore, whether social support had any moderating effects in the pathway from the loneliness to suicidal ideation on our pass model were also investigated. Data were collected from 572 samples of persons 65 years of age and older living alone in Seoul. For the analyses of the mediating effects and moderating effects, structural equation modeling was used. The results were as follows. First, the pass model was identified to fit the observed data. This mean that self-criticism increased as stress rises, the increased levels of self-criticism increased loneliness, and the increased levels of loneliness increased the levels of suicidal ideation. Second, social support moderated the relation between loneliness and suicidal ideation on our model. These results suggested that interventions which deal with loneliness and suicidal ideation were needed, in order to reduce suicidal ideation caused by the stress. These imply, additionally, that when social workers try to reduce the suicidal ideation, they should consider the levels of social support at work as influences.

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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.

The Relationship between Cultural Self-construal of Korean and Alexithymia: A Serial Mediation Process Model of Ambivalence over Emotion Expression and Emotion Suppression Moderated by Generation (한국인의 문화적 자기관과 감정표현불능증의 관계: 세대에 의해 조절된 정서표현양가성 및 정서억제 연속매개과정 모형)

  • Haejin Kim;Soyoung Kwon;Sunho Jung;Donghoon Lee
    • Korean Journal of Culture and Social Issue
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    • v.29 no.2
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    • pp.171-197
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    • 2023
  • The traditional Korean society has been classified as an Eastern collectivist culture, but in the flow of globalization and digitalization along with the post-Cold War era of the 1970s, Western individualistic culture and values quickly permeated the Korean younger generation. Since rapid changes occurred within a short period of time, there may be differences in cultural self-construal between generations living in the same era. Due to this, psychological problems related to emotional expression and suppression may appear differently depending on generations. Therefore, in the current study, 1,000 Korean adult men and women from their 20s to 60s were investigated for their level of independent and interdependent self-construal, alexithymia, ambivalence over emotional expression(AEE) and emotional suppression(ES). Then the relationship between the variables(self-construal and alexithymia,) and the mediating process of AEE and ES were examined. The generation of participants were divided into the industrialization cohort (birth year < 1970) and the digitalization cohort (birth year starting from 1970). Using the PROCESS macro(Hayes, 2022), we tested a serial mediation model of AEE and ES between the relative independent self-construal(RIS) and alexithymia. The results indicate that the level of alexithymia increases by the serial increase of AEE and ES when RIS decreases. Next, we examined a moderation effect of generatione on the mediation process of AEE and ES, and found that generation moderates the relationship between ES and alexithymia. That is, the effect of ES on alexithymia is significant for the digitalization cohort, while it is not significant for the industrialization cohort. The current results imply that emotion regulation strategies of Koreans have been differently developed according to prevailing cultural values in each generation, and that the negative influence of emotion suppression could be different according to the cultural background of each generation.

Trait Positive Affect and OCBI : The Moderating Role of Perceived Group Positive Affect and the Mediating Role of Group Identification (긍정적 정서성향과 조직시민행동 : 긍정적 집단 분위기 인식의 조절효과와 집단정체감의 매개효과를 중심으로)

  • Kim, Moon Joung
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.1
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    • pp.416-423
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    • 2021
  • Drawing upon research in affect and social identity theory, this study examines when and how an individual's trait positive affect (TPA) exerts a significant effect on the person's organizational citizenship behavior directed toward individuals (OCBI). A moderated mediation model was tested by using the data of 293 employees nested in 66 work groups. Results demonstrate that the indirect effect of TPA on OCBI mediated by group identification (GI) is significantly positive only when perceived group positive affect (PGPA) is low, highlighting the substituting role of PGPA in the relationship between TPA and GI. The significant conditional indirect effects at the low level of PGPA suggest that TPA functions as significant, affective resources for enhancing GI and consequently increasing OCBI of the focal member when PGPA is low. By contrast, TPA's role in enhancing GI becomes redundant when PGPA is high. The current analysis reveals potential complementary functions of TPA and PGPA in explaining subsequent identity cognition and individual behavior.

The Impact of Late-life Poverty on Self-rated Health: A Mediated Moderation Model of Health Behaviors and Social Support (노후 빈곤이 주관적 건강상태에 미치는 영향: 건강행태와 사회적 지지의 매개된 조절효과 분석)

  • Kim, Jinhyun;Won, Seojin
    • 한국노년학
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    • v.31 no.3
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    • pp.463-478
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    • 2011
  • This study examined the impact of late-life poverty on self-rated health, focusing on the mediating and moderating effects of health behaviors and social support. Despite the significant associations among poverty, health behaviors, and health outcomes, little studies have tested complex structural pathways among them. Thus, the purpose of this study is to identify multiple causal pathways between poverty and self-rated health, mediated and moderated by health behaviors and social support. To test the structural pathways, the structural equation modeling was utilized using the 2006 Korean Longitudinal Study of Aging data. The results of this study indicated that poverty had the direct negative impact not only on the health behaviors such as smoking and lack of regular exercise but also on the self-rated health. In addition, regular exercise significantly mediated the relationship between poverty and self-rated health. Finally, informal social support from family and friends buffered the negative impact of poverty on the self-rated health. Findings suggested that providing informal social support to the low income elderly is important in addition to the economic support. It is also necessary to develop programs for promoting healthy behaviors, especially regular exercise.