• Title/Summary/Keyword: mediation model

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Analysis of Dual Mediation Effect of Teamwork Competence and Self-Directed Learning Ability between Daily Creativity and Problem Solving Ability of Engineering Students (일상적 창의성과 문제해결능력의 관계에서 공학계열 대학생의 팀워크역량과 자기주도학습력의 이중매개효과 분석)

  • Bae, Sung Ah;Ok, Seung-Yong;Noh, Soo Rim
    • Journal of Engineering Education Research
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    • v.23 no.6
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    • pp.17-26
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    • 2020
  • In this paper, the effect of daily creativity of engineering students on problem-solving ability is addressed through the dual mediating effect of teamwork competency and self-directed learning ability. To this end, a regression-based statistical mediation analysis has been performed on the dual mediation model in which daily creativity and problem solving ability were treated as independent and dependent variables respectively, and teamwork competence and self-directed learning ability were included as mediation variables. The analysis result confirmed that the daily creativity has direct effect on the problem-solving ability, as well as indirect effects through teamwork competence and self-directed learning ability. In particular, the serial mediating effect of teamwork competency and self-directed learning ability was also confirmed to be statistically significant in the relationship between daily creativity and problem-solving ability. This verifies that problem-solving ability can be improved not only directly by improving daily creativity but also indirectly by improving teamwork competence and self-directed learning ability. In addition, teamwork competency showed greater indirect effect on problem-solving ability than self-directed learning ability, so increasing teamwork competency has a more significant effect on improving problem-solving ability than increasing self-directed learning ability. Therefore, in order to develop better problem-solving ability, it is necessary to identify and improve the learners' teamwork competency first and to strive to create an environment where learners can solve problems based on mutual trust with their teammates.

A Mediation Analysis of Absorption Capacity by Bootstrapping Technique in Multiple Mediator Model (다중매개모델에서 bootstrapping기법을 이용한 흡수능력의 매개효과 분석)

  • Kim, Hyun-Woo;Lee, Hong-Bae;Shin, Yong-Ho
    • Journal of the Korea Society for Simulation
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    • v.24 no.4
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    • pp.89-96
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    • 2015
  • The mediation methods suggested by Baron and Kenny, Sobel, Aroian and Goodman, have widely used to test the mediating effect. However, as there are many problems in statistical test power, as well as statistical accuracy, a bootstrapping technique has been suggested as an alternative. In this paper, we adopt the phantom variables based on the bootstrapping technique to test the mediating effect in multiple mediator model consisting of three or more mediating variables. In particular, we formulate the multiple mediator model for analyzing the relations among organizational resources, the absorption capacity as mediating variables and technology commercialization capabilities. And using the bootstrapping approach, we analyzed the mediating effect of the absorption capacity by setting of phantom variables and calculated total indirect effect size and the statistical significance. The empirical results are as follows. First, we confirmed that the bootstrapping approach and the phantom variable is the very efficient and systematic mediation method. Second, we recognized that there is a difference in the mediating characteristics of the absorption capacity depending on the resource characteristics of human resources and material resources obviously.

Korean Executive Trust, Social Responsibility, and Financial Performance: A Moderated Mediation Model

  • Jang, Sumi
    • Asia-Pacific Journal of Business
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    • v.12 no.1
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    • pp.1-24
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    • 2021
  • Purpose - The purpose of this study is to explore the impacts of Korean executives' trust on a firm's corporate social responsibility (CSR) activities and corporate financial performance (CFP), which depends on their individual social responsibility (ISR). Design/methodology/approach - A survey was conducted, and 273 Korean executives were recruited. I used SPSS version 25.0, AMOS version 26.0, SmartPLS version 3.2., and PROCESS Macro 3.4. to analyze the moderated mediation model. And, the Structural Equation Modelling (SEM) was employed to confirm the proposed relationships in the model. Findings - The results show that Korean executives' trust is positively related to CSR. I also found that Korean executives' trust is positively related to CFP. Moreover, I found that there is a mediating effect of a firm's CSR activities on the trust-CFP relationship. However, I didn't find conditional indirect and direct effects on the relationships among the proposed constructs. The findings overall suggest that Korean executives' trust is such an important mechanism that will affect firm-level CSR and CFP. Research implications or Originality - Although prior studies reveal that executives' trust in their subordinates positively influences cooperation, creativity, and innovation among subordinates in a team, it is still unclear whether executives' trust in their employees or strangers impacts firm-level CSR and CFP. Moreover, not many studies examined the mediating effect of CSR on executives' trust and CFP especially in the Korean context. Therefore, this study intends to fill the knowledge gap by focusing on South Korea. This study also contributes to extant CSR and trust literature, and practically contributes to executives, policy makers, and practitioners in South Korea.

The Influence of the Burden of Nurturing and Depression on Sleep Quality in Female Full-Time Homemakers : The Moderated Mediating Effect of Monthly Income (전업주부의 양육 부담과 우울감이 수면의 질에 미치는 영향: 가계수입의 조절된 매개효과 검증)

  • Jeon, Min-Jeong;Jeong, Na-Rae;Hwan, Tae-Young
    • Sleep Medicine and Psychophysiology
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    • v.28 no.1
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    • pp.34-42
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    • 2021
  • Objectives: This study investigated sleep quality in female full-time homemakers and evaluated the relationship of sleep disturbance with psychological and socio-environmental factors. Methods: This cross-sectional study adopted a structured survey and sequential recruitment method for randomized participation of community-dwelling full-time female homemakers. Sleep quality and mental health were measured using the Korean version of the Pittsburgh Sleep Quality Index (K-PSQI), Korean version of the Beck Depression Inventory-II (K-BDI-II), Korean version of the Beck Anxiety Inventory (K-BAI), and Korean version of the Beck Hopelessness Scale (K-BHS). The willingness-to-pay (WTP) method was selected to measure the self-evaluated monetary value of household service work. The relationship among the main relevant factors was statistically analyzed through a mediation model. Results: A total of 166 participants were analyzed and classified having poor versus good sleep quality (poor : 24.1%, n = 40 ; good : 75.9%, n = 126 ; cut-off point = 9 on the K-PSQI). Significant between-group differences were observed in mental health status (K-BDI-II, p < 0.001 ; K-BAI, p < 0.001 ; K-BHS, p = 0.003). The moderated mediation model was verified, indicating that depression may mediate the association between nurturing burden and sleep disturbance. The path from nurturing burden to depression may be moderated by average monthly household income. Conclusion: A relatively high portion of full-time female homemakers may suffer from sleep disturbance and interactions between psychological and socio-environmental factors might determine sleep quality, suggesting the need for public health policies targeting improvement of sleep quality and mental health among full-time homemakers.

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 Longitudinal Mediation Effect of Adaptive Game Use on the Relationship of Adolescents' Game Usage and Self-control (청소년의 게임이용시간과 자기통제의 관계에서 적응적 게임활용의 종단적 매개효과)

  • Jin, Byung Jun;Lee, Ji Hae
    • Korean Journal of Culture and Social Issue
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    • v.28 no.3
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    • pp.331-352
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    • 2022
  • This study used a latent growth curve models(LGCM) to examine longitudinal changes in youth's game usage, self-control and the longitudinal mediation effect of adaptive game use in the relationship between game usage and self-control. A four-year longitudinal data of 863 adolescents from the Game User Panel Survey, provided through participation in the 2019 Game User Panel Research Conference hosted by the Korea Creative Contents Agency, was used to verify the longitudinal mediation effect of adaptive game use. SPSS 21 was used to verify the normality of variables from each wave, and to conduct correlation analysis. Mplus 6.12 was used to verify the longitudinal mediation effect. The results are as follows. First, game usage, self-control and adaptive game yielded linear temporal growth. Second, latent growth curve models showed that the direct effect of game usage on self-control was insignificant, but game usage had a significant indirect effect on self-control through adaptive game use. Continuous adaptive gaming increased self-control. Third, sobel test results showed that both the initial value and change rate of adaptive game use had a full-mediation effect, confirming the longitudinal mediation effect. This study verified the longitudinal change of self-control affected by change in game usage and adaptive game use.

A Study on the Allowance Management and Buying Behaviors of Child Consumers (아동소비자의 용돈관리행동과 구매행동에 관한 연구)

  • 김효정
    • Journal of the Korean Home Economics Association
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    • v.42 no.8
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    • pp.77-93
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    • 2004
  • This study examined the factors affecting allowance management and buying behaviors and their interrelationship. The data were collected from fourth, fifth and sixth grade students of elementary students in Kimhae-city by a self-administered questionnaire. Frequency distributions, Cronbach's Alpha, Pearson's correlation analysis, regression analyses, and path analysis were analyzed by SPSS Windows. According to the regression model for the allowance management behaviors, the significant variables were the child's sex, term of receiving allowances, recognition of the allowance amount before receipt, parents' guidance before using allowances, parent-child communication about consumption, and parents' mediation of mass media. On the other hand, in the regression model for the buying behaviors, the satisfaction of the allowance amount, parents' guidance before using allowances, the amount of watching TV, parent-child communication about consumption, and allowance management behaviors were significant. The path model showed the child's sex, term of receiving allowances, recognition of the allowance amount before receipt, and parents' mediation of mass media indirectly affected the buying behaviors. In addition, the satisfaction of the allowance amount and the amount of watching 1V directly affected the buying behaviors. Moreover, parents' guidance before using allowances and parent-child communication about consumption had a direct effect and an indirect effect through the allowance management behaviors on the buying behaviors. Finally, the allowance management behaviors showed a strong positive effect on the buying behaviors.

Analyzing the relationship between Sports Commitment and Behavioral Intention of Sports Wearable Devices through UTAUT Model (UTAUT 모델을 통한 여가스포츠 참여자의 스포츠몰입과 웨어러블 디바이스 수용 간의 관계)

  • Chun, Sung Bum;Lim, Jin Sun;Lee, Chul Won
    • 한국체육학회지인문사회과학편
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    • v.55 no.5
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    • pp.291-306
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    • 2016
  • The purpose of this study was to verify the relationship between Sports commitment and Behavioral intention of wearable device among sports participants through UTAUT model. Convenience sampling was conducted and 239 questionnaires from various sports participants were analyzed after data cleaning. SPSS ver 21 and AMOS 20.0 software were used to anayze the collected data. As a result, first, the main 4 factors of UTAUT had positive effect on Behavioral intention and Use behavior but Sports commitment was not statistically related to Behavioral intention. Second, the full mediation effect of UTAUT main factors between Sports commitment and Behavioral intention were verified.

Effects of Behavioral Inhibition in Young Children on Self-Determination: Sequential Mediating Effects of Mother's Parenting Anxiety and Autonomy Support (유아의 행동억제가 자기결정성에 미치는 영향: 어머니의 양육불안과 자율성 지지의 순차매개효과)

  • Ji-Hyo Kim;Nary Shin
    • Korean Journal of Childcare and Education
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    • v.19 no.6
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    • pp.97-113
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    • 2023
  • Objective: The purpose of this study is to investigate the effect of young children's behavioral inhibition on self-determination, examining the sequential mediating effects of mothers' parenting anxiety and autonomy support. Methods: Participants in this study were 225 mothers with children aged 6 years. An online survey was conducted, and SPSS Statistics 23.0 was used for basic analysis. The research model used the Process Macro 4.0 program. Results: The higher the level of behavioral inhibition, the lower the child's self-determination. Furthermore, a mediating effect was confirmed when parenting anxiety was added. However, in the single mediation model and the sequential mediation model in which autonomy support was added, the direct effects of behavioral inhibition temperament and parenting anxiety on self-determination disappeared. As a result, behavioral inhibition characteristics were found to have an indirect effect on self-determination through the sequential mediating effects of mother's parenting anxiety and autonomy support. Conclusion/Implications: If a mother with a child with a behaviorally inhibited temperament properly handles the negative emotions experienced during parenting based on her understanding of the child and supports the child to have a high degree of autonomy, she can enhance the child's right to self-determination.

The Effect of Frontline Employees' Experienced Customer Incivility on Service Performance (고객접점직원의 고객무례경험이 서비스 성과에 미치는 효과: 감정소진과 정서조절역량의 역할을 중심으로)

  • KIM, Minsung;HUR, Won-Moo;KIM, Byung-Soo
    • Journal of Distribution Science
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    • v.17 no.8
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    • pp.107-118
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    • 2019
  • Purpose - The present study examines the effect of service employees' experienced customer incivility through their emotional exhaustion. We identified service employees' emotion regulation ability as a boundary condition (i.e., moderating variable) that decreased the positive relationship between service employees' experienced customer incivility and their emotional exhaustion. Furthermore, we also investigated the negative relationship between service employees' experienced customer incivility and their service performance via emotional exhaustion. Research design, data, and methodology - Drawing on AET (affective event theory) and COR (conservation of resources) theory, we developed three research hypotheses (i.e., mediation, moderation, and moderated mediation). Online panel survey data from 552 frontline employees at several service organizations (e.g., department stores, retail stores, hotels, restaurants, airlines, banking, insurance company, and etc) in South Korea were examined. To assess two types of validity (i.e., convergent and discriminant validity) and reliability of measurement model, we employed the CFA (confirmatory factor analysis) using M-plus 8.2 software. Internal consistency also was tested by Cronbach' α. In addition, we employed the SPSS PROCESS MACRO 2.16, which was recommended by Hayes (2013, 2015), to estimate mediation, moderation, and moderated mediation effects. Results - As predicted, the negative relationship between service employees' experienced customer incivility and their service performance was mediated by emotional exhaustion. Furthermore, service employees' emotion regulation ability also played a significant moderating role of the relationship between service employees' experienced customer incivility and emotional exhaustion, such that this relationship was less pronounced when service employees had a high level of their emotion regulation ability than when thir emotion regulation ability was low. Service employees' emotion regulation ability further moderated this mediation effect of service employees' experienced customer incivility on service performance through emotional exhaustion. These findings have theoretical implications for employees' experienced customer incivility and emotion regulation ability research and provide managerial implications for practitioners. Conclusions - This study empirically elaborated the previous model of service employees' experienced customer incivility and personal resource (e.g., emotion regulation ability) literature by presenting the findings that service employees' experienced customer incivility influences their service performance via emotional exhaustion and that emotion regulation ability effectively reduces this negative effect.