• Title/Summary/Keyword: Moderated Moderation Model

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The Brand Love-Loyalty Link of Korean Cosmetics in China: The Moderated Moderation Effects of Hedonic/Utilitarian Shopping Value and Gender Difference (중국시장에서 한국화장품의 브랜드 사랑과 충성도의 관계: 쾌락적/실용적 쇼핑 가치와 성별차이의 조절적 조절효과)

  • Ha, Hong-Youl
    • Korea Trade Review
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    • v.44 no.5
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    • pp.17-28
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    • 2019
  • Although brand love is a major interest in global business, very little is known about how the effects of brand love are affected by relevant constructs. This study examines how the brand love-loyalty link is moderated by shopping value (hedonic vs. utilitarian) and how the moderated moderation effect of gender difference influences the consumer-brand relationship. Based on a unique dataset of 254 Chinese consumers of Korean cosmetic brands in China, we tested our proposed hypotheses using Regression PROCESS macro (model = 3). One of our novel findings is that brand love has a positive influence on brand loyalty. However, this relationship is sensitive to moderators. Regarding the brand love-loyalty linkage, consumers who seek hedonic shopping value is higher than consumers who seek utilitarian shopping value. In particular, female consumers are more passionate and loyal than male consumers. Finally, male consumers seeking hedonic shopping value feature greater brand love-loyal linkage than other consumers; however, this effect is very limited.

The Relationship between Learning Agility and Job Preparation Behavior of Engineering College Students: Moderated Moderation Effect of Learning Flow and Professor-Student Interaction Frequency (2년제 공학계열 대학생의 학습민첩성과 취업준비행동의 관계: 학습몰입과 교수-학생 간 상호작용 빈도의 조절된 조절효과)

  • Wee, Young-eun;Woo, Heajung;Kim, Woocheol
    • Journal of Practical Engineering Education
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    • v.13 no.2
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    • pp.405-419
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    • 2021
  • This study aims to explore the moderated moderation effect of learning flow and professor-student interaction in the relationship between learning agility and job preparation behavior among engineering college students. Based on the data collected from 206 second-year students at P-college, the conditional effects of the research model (direct effect and moderated moderation effect) was analyzed using Process v3.5.3 for SPSS. As a result, first, the learning agility of engineering college students had a statistically significant and positive effect on job preparation behavior. Second, learning flow had a significantly negative and moderating effect in the relationship between learning agility and job preparation behavior. Third, the moderating effect of learning flow was moderated by the frequency of interaction between professor-student in the relationship between learning agility and job preparation behavior. And its effects were statistically significant and positive. Based on these results, academic and practical discussions and implications were presented.

The Effect of Evaluative Concerns Perfectionism on Resilience: The Joint Moderating Effect of the Social Support and Emotional Intelligence of the Leader

  • Kim, Min-Kyung;Shin, Je-Goo
    • Knowledge Management Research
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    • v.18 no.4
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    • pp.63-96
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    • 2017
  • In a competitive organizational environment, members view completing tasks to perfection without mistakes as the requirement for success and good evaluation from others. However, unrealistically strong perfectionism can have negative effects on members' psychological states and organizational performance. This study focuses on evaluative concerns perfectionism, the negative aspect of perfectionism, based on positive psychology theory to explore the positive mechanism that comes into place in the process of strengthening organization members' resilience. For this purpose, we performed a moderated moderation analysis to investigate whether the moderating effect of leaders' social support (primary moderator) is moderated by their emotional intelligence (secondary moderator). To verify our research model, we conducted a two-part survey of 252 employees in various industries with a time interval to minimize the common method bias. Job rank and positive affectivity were set as control variables to identify the clear causal relationship among variables. Our findings showed that first, evaluative concerns perfectionism reduced resilience; second, leaders' social support positively moderated the relationship between evaluative concerns perfectionism and resilience; and third, the leaders' emotional intelligence positively moderated the two-way interaction between evaluative concerns perfectionism and the leaders' social support, confirming a moderated moderation. Our findings suggest the need for leaders to assume multidimensional roles to enhance the positive traits of organization members, especially in today's complex business environment. The implications of our findings are further discussed in relation to knowledge management and the development of organization members who exhibit evaluative concerns perfectionism, along with suggestions for future research.

The Effect of Emotional Labor of Casino Dealers on Depression : Through a Moderated Mediation Model (카지노 딜러의 감정노동이 우울에 미치는 영향에 관한 연구: 조절된 매개모형을 중심으로)

  • Kim, Ji Young;Lee, Ji Hae
    • The Journal of the Korea Contents Association
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    • v.17 no.5
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    • pp.449-460
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    • 2017
  • This study examined the moderated mediation effect, consisting of the moderation effect of alexithymia and the mediation effect of hostility in the relationship between emotional labor and depression of casino dealers. A total of 160 casino dealers (56 males, 94 females) working in a foreigner exclusive casino in Seoul responded to a survey on emotional labor, alexithymia, hostility and depression. SPSS 22.0 Macro was used to verify the moderated mediation effect. First, the level of depression amplified as the emotional labor of casino dealers increased. Hostility had a significant partial-mediation effect on the relationship between emotional labor and depression. Second, the moderation effect of alexithymia was significant, indicating that the interaction effect of emotional labor and alexithymia as well as hostility and alexithymia predicted depression. Third, the moderated mediation effect of alexithymia was significant. Alexithymia moderated the influence of emotional labor on depression, which was mediated through hostility. Implications on how to assist casino dealers on emotional labor 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.

Factors Contributing to Recommendation Intention of Foreign Tourists in Times of Crisis: A Moderated Moderation Analysis

  • Ko-Woon Kim;Seung-Gee Hong
    • Journal of Korea Trade
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    • v.27 no.1
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    • pp.42-59
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    • 2023
  • Purpose - As a leading source of foreign exchange and investment, tourism has grown in importance as a component of international trade. Accordingly, in recent decades much attention has been directed toward attracting foreign tourists and, in turn, positively affecting the recommendation intentions of foreign tourists. Despite such interests, there remains a dearth of empirical research on this issue. Moreover, prior research has focused primarily on the simple main effect of a certain factor on recommendation intentions. Therefore, the present study aims to (1) investigate the effect of overall satisfaction on the recommendation intentions of foreign tourists, and (2) examine the potential moderating effects of personal factors (i.e., age and destination image) on the association between overall satisfaction and recommendation intention. Design/methodology - Using a moderated moderation analysis of the data drawn from the 2018 International Visitor Survey conducted by the Korea Tourism Organization, this study proposes the three-way interaction effects of overall satisfaction, age, and destination image on recommendation intention. Findings - The findings of the study indicate that overall satisfaction is positively associated with recommendation intention and this relationship becomes stronger among younger tourists. The findings further indicate that the moderating effect of age on the relationship between overall satisfaction and recommendation intention depends on changes in the image of the destination. Specifically, the destination image exerts a positive moderating impact on the influence of age that moderates the overall satisfaction and recommendation intention relationship. Originality/value - Considering that the tourism economy has been severely affected by the current COVID-19 pandemic, this study contributes to a more accurate understanding of the factors affecting the recommendation intention, especially in times of crisis.

Structural Equation Modeling Using R: Mediation/Moderation Effect Analysis and Multiple-Group Analysis (R을 이용한 구조방정식모델링: 매개효과분석/조절효과분석 및 다중집단분석)

  • Kwahk, Kee-Young
    • Knowledge Management Research
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    • v.20 no.2
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    • pp.1-24
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    • 2019
  • This tutorial introduces procedures and methods for performing structural equation modeling using R. To do this, we present advanced analysis methods based on structural equation model such as mediation effect analysis, moderation effect analysis, moderated mediation effect analysis, and multiple-group analysis with R program code using R lavaan package that supports structural equation modeling. R is flexible and scalable, unlike traditional commercial statistical packages. Therefore, new analytical techniques are likely to be implemented ahead of any other statistical package. From this point of view, R will be a very appropriate choice for applying new analytical techniques or advanced techniques that researchers need. Considering that various studies in the social sciences are applying structural equations modeling techniques and increasing interest in open source R, this tutorial is expected to be useful for researchers who are looking for alternatives to existing commercial statistical packages.

The Roles of HR Practices in the Relationship between Demographic Cohesion and Firm Performance: Focusing on Job Rotation and Flexible Work Arrangement (인구통계적 응집성이 기업성과에 미치는 영향에서 HR 제도의 역할 탐구: 순환근무와 탄력근무를 중심으로)

  • Kwon, Insu;Lee, Ha-eun;Kim, Sang-Joon
    • Asia-Pacific Journal of Business
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    • v.12 no.4
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    • pp.193-209
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    • 2021
  • Purpose - The purpose of this study is to specify the relationship between demographic cohesion and firm performance by examining the roles of HR practices, such as job rotation and flexible work arrangement. Design/methodology/approach - This study samples 1,093 firms in Korea and collects their data between 2007 and 2017 from Workplace Panel Survey, a database from Korea Labor Institute. The demographic cohesion is measured using the Herphindal-Hershman index and the firm performance is measured with net incomes. This study employs a fixed-effects model for the estimation of firm performance with respect to demographic cohesion, job rotation, and flexible work arrangement. Findings - There is a positive relationship between demographic cohesion and net incomes. And the relationship is positively moderated by job rotation. However, flexible work arrangement shows a mixed moderation. Research implications or Originality - Differentiated from the studies on demographic diversity, this study shows that demographic cohesion has a mixed impact on firm performance. While demographic cohesion can improve firm performance through trust building, in-group favoritism, and collective identity it entails internal conflicts. However the link between demographic cohesion and firm performance is moderated by job rotation and flexible work arrangement. While there is a positive moderation of job rotation, there is a negative moderation of flexible work arrangement.

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.

Reactions to Store Environment and Interpersonal Service Quality in Supermarkets vs Hypermarkets

  • MZOUGHI, Mohamed Nabil;GARROUCH, Karim Fraj
    • Journal of Distribution Science
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    • v.20 no.1
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    • pp.67-76
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    • 2022
  • Purpose: The purpose is to verify the impact of the store environment on interpersonal service quality (ISQ), shopping value and patronage intention, as well as the moderating role of the store format: supermarkets vs hypermarkets. This is significant as previous studies on retailing neglected the effect of interpersonal service quality on the experiential shopping value. The comparison of the model between two retailing formats (hypermarkets and supermarkets) provides a significant contribution and responds to a need to provide insights regarding the moderation of the store types on the contribution of interpersonal service quality and experiential value to customer's retention. Research design, data, and methodology: The hypotheses have been tested after analyzing the data of a survey among 405 consumers exiting stores representing various retailing stores in Tunisia. A Structural model have been finally verified by a path analysis after applying a confirmatory factorial analysis. Multigroup analyses on AMOS allowed to verify the moderation of store types. Results: Results mainly show that patronage intention is affected by the experiential perceived value dimensions. The latter is a direct consequence of ISQ and an indirect outcome of perceived shopping environment. The impact of value, environment and ISQ is moderated by the store type.