• Title/Summary/Keyword: Moderated Mediation Model

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The Effects of University Students' Self-Differentiation and Rejection Sensitivity on Interpersonal Anxiety : Moderated Mediating by Gender (대학생의 자아분화 및 거부민감성이 대인불안에 미치는 영향 : 성별에 따른 조절된 매개효과)

  • Kim, Na Ru Mi;Park, Bu Jin;Kim, Se Young
    • Journal of Families and Better Life
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    • v.34 no.4
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    • pp.111-125
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    • 2016
  • The purpose of this study was to model the relations between male and female university students' self-differentiation, rejection sensitivity, and interpersonal anxiety. Questionnaires from 502 university students in Seoul were analysed. The findings are as follows. Firstly, self-differentiation, rejection sensitivity, and interpersonal anxiety were significantly different according to gender. Secondly, the level of differentiation from family regression was higher for both male and female students. And the lower the rejection sensitivity experiencing in vertical relations became, and the lower the rejection sensitivity on horizontal relations was, the lower the interpersonal anxiety became. Thirdly, it was confirmed that for male students, differentiation from family regression affected rejection sensitivity on horizontal relations, and for females, differentiation from emotional reactivity affected ejection sensitivity on both horizontal and vertical relations. Finally, rejection sensitivity played a full mediation parameter when self-differentiation affected interpersonal anxiety, and it was demonstrated differences by gender. This study was meaningful in that it confirmed the relations between male and female university students' self-differentiation, rejection sensitivity, and interpersonal anxiety.

Effects of Leaders' Creativity on Employees' Job Satisfaction and Innovation Behavior: Focusing on the Mediating Effect of Positive Psychological Capital and Creative Self-efficacy and the Moderated Mediating Effect of Team Cohesiveness (리더의 창의성이 종업원의 직무만족과 혁신행동에 미치는 영향: 긍정심리자본과 창의적 자기효능감의 매개효과와 팀응집성의 조절된 매개효과를 중심으로)

  • Kim, Ji Woong;Kang, Min Jung
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.17 no.3
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    • pp.165-182
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    • 2022
  • This study focused on whether employees' perceived leader's creativity has a significant effect on employees' job satisfaction and innovative behavior. In addition, this study analyzed the mediating effect of positive psychological capital and creative self-efficacy in the relationship between perceived leader creativity and employee satisfaction with the job or innovation behavior, and analyzed the moderated mediating effect of team cohesion. This study conducted confirmatory factor analysis and path analysis for each factor using the measurement tool verification method using the SmartPLS 3.0 structural equation model, and empirically analyzed the research model. As a result, it was found that the creativity of employees' perceived leaders did not directly significantly affect employees' job satisfaction and innovation behavior. However, it was found that positive psychological capital significantly mediated the relationship between perceived leader creativity and job satisfaction or innovative behavior. In addition, positive psychological capital and creative self-efficacy have a complete double-mediation relationship between the employees' perceived leader's creativity and employees' innovative behavior. However, positive psychological capital and creative self-efficacy don't have a double-mediation relationship between the employee's perceived leader's creativity and employees' job satisfaction. Finally, Team cohesion was found to moderate the relationship between perceived leader creativity, positive psychological capital (or creative self-efficacy). However, the research model that the moderated mediating effect of team cohesion on the relationship between leader's creativity, the mediating variables(positive psychological capital and creative self-efficacy), and job satisfaction (or innovative behavior) was significant only for groups with high team cohesiveness. This study examined the needs of the times for the importance of creativity of perceived leaders and analyzed the relationship between factors influencing job satisfaction and innovation behavior of organizational members. The study is meaningful in that it suggested a plan to establish a specific organizational strategy to enhance positive psychological capital and creative self-efficacy.

Bridging Service Employee's Intrinsic Motivation and Job Performance : A Moderated Mediation Model (중국 서비스 종업원의 내재적 동기와 종업원 창의성, 직무성과 : 동료지원의 조절적 매개모형)

  • Kang, Seongho;Hur, Won-Moo
    • Journal of Distribution Science
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    • v.16 no.5
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    • pp.71-81
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    • 2018
  • Purpose - Our research aims to investigate the mediating effect of employee creativity on the relationship between intrinsic motivation and job performance using relationship using Chinese department salespeople samples. Another objective of this study is to be clear boundary conditions that strengthen or weaken the effects of intrinsic motivation on work outcomes (i.e., employee creativity and job performance). Drawing on JD-R theory, we suggest that the two types of coworker support play differential moderating roles in the intrinsic motivation, employee creativity relationship by increasing or decreasing job resources and demands in different ways. Research design, data, and methodology - This empirical study data were collected from gathered from a sample of full time salespeople in China. A total of 550 questionnaires were distributed and 300 responses were collected, indicating a response rate of 84.0%. Working with a sample of 300 salespeople working in a department store in China. SPSS 18.0, Process 2.16 Macro, and M-Plus 8.0 software were used in the data analysis. Descriptive statistics were used to evaluate the distribution of the employee profiles and correlations between variables. M-Plus 8.0 software was used to test the model fit, validity and reliability of the variables. Finally, all research hypotheses was estimated by SPSS Macro 2.16. Results - To test our research hypotheses, we employed an analytical strategy suggested by Hayes (2013; 2015) and Shrout and Bolger (2002). In this study, we tested the relationship between intrinsic motivation and job performance throughout employee creativity. Results showed intrinsic motivation and job performance was partially mediated by employee creativity. The positive relationship between intrinsic motivation and employee creativity when coworker emotional support was high than when it was low. In contrast, the positive association between intrinsic motivation and employee creativity was stronger when coworker instrumental support was low than when it was high. Coworker emotional and instrumental support further moderated the indirect effect of intrinsic motivation on job performance through employee creativity. Conclusions - This study extends the conceptual model and empirical researches in coworker supports literature by representing a fundamental mechanism of how salespeople's intrinsic motivation and job performance throughout employee creativity.

The Effects of the Negative Affectivity of Emotional Laborers on Their Emotional Exhaustion: Situational Characteristics Moderating the Mediation Effect of Emotion Regulation (감정노동자들의 부정적 정서가 정서소진에 미치는 영향: 정서조절의 매개효과를 조절하는 상황 요인 검증)

  • Han, Kyueun;Kim, Min Young
    • Science of Emotion and Sensibility
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    • v.22 no.4
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    • pp.45-56
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    • 2019
  • The regulation of emotion is known to mediate the relationship between emotion-relevant differences in individuals and their life outcomes. This study attempted to include a situational factor in addition to the mediation model and investigated whether this conditional component changed the patterns of indirect effects. The researchers recruited 180 emotional laborers working in diverse domains and used a questionnaire to ascertain their negative affectivity, cognitive reappraisal, emotional exhaustion, and the intensity of negative comments they usually received from customers. The results of the conditional indirect effect analysis revealed the positive indirect influence of negative affectivity on emotional exhaustion through cognitive reappraisal when emotional labors receive highly negative comments from customers (high intensity of the situation). Similarly, negative indirect effects were found when emotional labors receive slightly negative comments from customers (low intensity of the situation). The outcomes of this study suggest that cognitive reappraisal can mediate to decrease emotional exhaustion in contexts that arouse more intensive negative emotions; it can also mediate to increase emotional exhaustion in contexts that arouse less intensive negative emotions. The implications of this study include the importance of integrating individual differences with situational factors. The study also provides information about the distinctiveness of groups of emotional laborers.

How Does Smart-device Literacy Shape Privacy Concerns: The Moderation of Privacy and the Mediation of Online Social Participation and Information Veracity (스마트기기 활용역량과 프라이버시 우려: 온라인 사회참여 활동과 정보 사실성 판단 능력의 매개효과 및 프라이버시의 조절효과)

  • Hyeon-jeong Kim;Beomsoo Kim
    • Knowledge Management Research
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    • v.24 no.1
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    • pp.51-72
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    • 2023
  • Digital literacy is vital knowledge and ability of an individual in the information society. As the level of digital literacy increases, the interest in privacy protection increases. This change may hinder the use of digital technologies and services. This research examines (1) the mediating effect of online social participation and information veracity on smart device literacy and privacy concerns, and (2) the moderating effect of privacy literacy. Using Korean media panel survey data reported in 2020 and in 2021, this study analyzes the responses of 7,737 people who use smart devices and participate in online activities. SPSS and PROCESS Macro are used to test the research model and hypotheses. In the analysis of 2020 and 2021 survey, this research shows that smart device literacy has major effects on privacy concerns; confirms that the mediating effect of online social participation; moderated meditating effect of privacy literacy. Although information veracity is not significant in 2020, mediating and moderated mediating effects are found in 2021.

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.

Proactive Personality, Knowledge Sharing Behavior, Job Characteristics, and Organizational Recognition: An Application of Costly Signaling Theory (주도적 성격과 지식 공유행위, 직무 특성, 그리고 조직의 인정 간 관계에 관한 연구: 비싼 신호보내기 이론을 중심으로)

  • Park, Jisung;Chae, Heesun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.12
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    • pp.128-137
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    • 2018
  • Drawing on costly signaling theory and self-enhancement motive, this study examines the relationships among proactive personality, knowledge sharing behavior, and organizational recognition. In addition to the individual characteristic, this study considers job characteristics as conditional factors, and especially proposes the moderated mediation model in which job complexity and variety moderate the relationships among proactive personality, knowledge sharing behavior, and organizational recognition. To prove these hypotheses, empirical analyses are conducted with 166 dyad samples collected from various industries. As predicted, individuals with high proactive personality are more likely to become involved in knowledge sharing behavior, and this behavior increases organizational recognition rated by their supervisors. Moreover, job complexity and variety moderate the positive relationship between proactive personality and organizational recognition is mediated by knowledge sharing behavior. These results reveal the motive in knowledge sharing and the boundary condition that is necessary to increase such behavior. The study findings will ultimately contribute theoretical and empirical implications to the knowledge management literature.

Seamless Omnichannel Experience in Fashion Retail and Customer Loyalty - Influence of Retail Types - (패션리테일에서 원활한 옴니채널 경험과 충성도 - 리테일유형별 비교 -)

  • Lee, Wan-Gee;Lee, Kyu-Hye
    • Fashion & Textile Research Journal
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    • v.24 no.5
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    • pp.605-617
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    • 2022
  • The purpose of this study was to investigate the influence of retailing types on consumers' omnichannel experience while purchasing fashion products. The omnichannel experience occurs when retailers provide seamless customer experience across the various touchpoints of retail channels. In this empirical study, retail types were categorized into single-brand stores and multi-brand stores, and the relationship among store loyalty, brand loyalty, and customer retention was observed by the research model. A survey was conducted on the global consumers who had experience in purchasing fashion products via the omnichannel using Amazon Mechanical Turk; as a result, 351 responses were analyzed. The mediating and moderating effects of loyalty constructs and retail types were analyzed using Process Macro 4.0. The results indicated that a seamless omnichannel experience affects customer retention by mediating store loyalty and brand loyalty; additionally, the dual mediating effect of store loyalty and brand loyalty was significant. The moderating effect according to retail type was identified, and the moderated mediation effect of store loyalty was validated. The results showed that multi-branded retailers' store loyalty had a stronger influence on customer retention than that of single-brand retailers and exhibited the relationship between store loyalty and brand loyalty as well as retail types (single vs multi) in a seamless omnichannel customer experience.

Analysis of Public System's Quality and User Behavior Using PLS-MGA Methodology : An Institutional Perspective (PLS-MGA 방법론을 활용한 제도론적 관점에서의 공공제도 품질과 사용자 행태의 분석)

  • Lee, Jae Yul;Hwang, Seung-June
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.40 no.2
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    • pp.78-91
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    • 2017
  • In this study, we conducted a comparative study on user's perception and behavior on public system service (PSS) using institutionalism theory and MGA (multi-group analysis) methodology. In particular, this study focuses on how institutional isomorphism is applied to public system services and how MGA can be implemented correctly in a variance based SEM (structural equation model) such as PLS (partial least square). A data set of 496 effective responses was collected from pubic system users and an empirical research was conducted using three segmented models categorized by public proximity theory (public firms = 113, government contractors = 210, private contractors = 173). For rigorous group comparisons, each model was estimated by the same indicators and approaches. PLS-SEM was used in testing research hypotheses, followed by parametric and non-parametric PLS-MGA procedures in testing categorical moderation effects. This study applied novel procedures for testing composite measurement invariance prior to multi-group comparisons. The following main results and implications are drawn : 1) Partial measurement invariance was established. Multi-group analysis can be done by decomposed models although data can not be pooled for one integrated model. 2) Multi-group analysis using various approaches showed that proximity to public sphere moderated some hypothesized paths from quality dimensions to user satisfaction, which means that categorical moderating effects were partially supported. 3) Careful attention should be given to the selection of statistical test methods and the interpretation of the results of multi-group analysis, taking into account the different outcomes of the PLS-MGA test methods and the low statistical power of the moderating effect. It is necessary to use various methods such as comparing the difference in the path coefficient significance and the significance of the path coefficient difference between the groups. 4) Substantial differences in the perceptions and behaviors of PSS users existed according to proximity to public sphere, including the significance of path coefficients, mediation and categorical moderation effects. 5) The paper also provides detailed analysis and implication from a new institutional perspective. This study using a novel and appropriate methodology for performing group comparisons would be useful for researchers interested in comparative studies employing institutionalism theory and PLS-SEM multi-group analysis technique.

A Study on the Relationship between Learning Orientation and Creative Thinking Skill - moderated mediating effect of expertise and motivation - (학습지향성과 창의적 사고능력의 관계에 관한 연구 - 전문지식과 동기의 조절된 매개효과 -)

  • Kim, Hyun-Woo;Song, Chan-Sub;Lee, Da-Jung;Shin, Ho-Kyun
    • Journal of Digital Convergence
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    • v.17 no.12
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    • pp.171-179
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    • 2019
  • This study was to identify the influence of knowledge acquisition on creativity in an organization. We selected the learning orientation among variables related to the acquisition of knowledge and analyzed the moderating effects of motivation in the mediating process of learning orientation, professional knowledge, creative thinking ability, and the relationship between them. To this end, a research model and hypothesis were established through literature studies, and 296 questionnaires were distributed and collected from Daegu and Gyeongbuk to test hypotheses. As a result of the verification through hierarchical regression analysis, it was confirmed that learning orientation has a positive effect on creative thinking skill, and expertise has a mediating effect. And in this mediation relationship, the moderating effect of motivation was confirmed. These findings are suggestive by checking the relationship between the elements in the expression of creativity in detail and identifying the influence of learning orientation. It will be able to provide guidelines for organizational management by explaining the process of creativity through the development of knowledge.