• Title/Summary/Keyword: Mediation Effect

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Association Between Parental BMI and Offspring's Blood Pressure by Mediation Analysis: A Study Using Data From the Korean National Health and Nutrition Examination Survey

  • Hyowon Choi;Hunju Lee;Yeon-Soon Ahn
    • Journal of Preventive Medicine and Public Health
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    • v.56 no.6
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    • pp.533-541
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    • 2023
  • Objectives: This study analyzed the relationship between parental body mass index (BMI; BMI_p) and hypertension in their adolescent offspring (HTN_a), focusing on the mediating effect of adolescents' BMI (BMI_a). Methods: Utilizing data from the Korea National Health and Nutrition Examination Survey, including participants aged 12-18, we conducted a mediation analysis while controlling for confounding factors such as age, sex, physical activity, dietary habits, household income quartile, and parents' alcohol and smoking habits. Results: The study included a total of 5731 participants, of whom 3381 and 5455 participants had data on fathers' and mothers' BMI, respectively. For adolescent systolic blood pressure (SBP_a), the father's BMI (BMI_f) had a significant total effect (β, 0.23; 95% confidence interval [CI], 0.12 to 0.34) and average controlled mediated effect (ACME) (β, 0.27; 95% CI, 0.23 to 0.32), but the average direct effect (ADE) was not significant. The mother's BMI (BMI_m) had a significant total effect (β, 0.17; 95% CI, 0.09 to 0.25), ACME (β, 0.25; 95% CI, 0.22 to 0.28) and ADE (β, -0.08; 95% CI, -0.16 to 0.00). For adolescent diastolic blood pressure, both BMI_f and BMI_m had significant ACMEs (β, 0.10; 95% CI, 0.08 to 0.12 and β, 0.09; 95% CI, 0.07 to 0.12, respectively), BMI_m had a significant ADE (β, -0.09; 95% CI, -0.16 to -0.02) but BMI_f had an insignificant ADE and total effect. Conclusions: The study found that parental BMI had a significant effect on SBP_a, mediated through BMI_a. Therefore, a high BMI in parents could be a risk factor, mediated through BMI_a, for systolic hypertension in adolescents, necessitating appropriate management.

Impact of Logistics 4.0 Technology Adoption on Logistics Performance: The Mediating Effect of Logistics Innovation Capability and the Mediated Moderation Effect of Firm Size

  • Young-Min Kim
    • Journal of Korea Trade
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    • v.27 no.5
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    • pp.63-90
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    • 2023
  • Purpose - This study aims to identify the relationship between logistics companies' Logistics 4.0 technology adoption with logistics innovation capability and logistics performance, and analyze the mediating effect of logistics innovation capability and the mediated moderation effect of firm size through logistics innovation capability. Design/methodology - Research models and hypotheses were established based on prior research related to Industry 4.0, Logistics 4.0, logistics technology, logistics performance, and firm size. The survey was conducted on the employees of logistics companies, and exploratory factor analysis, reliability analysis, confirmatory factor analysis, discriminant validity analysis, structural equation model analysis, mediation effect, moderation effect, and the mediated moderation effect analysis were performed. Findings - The adoption of Logistics 4.0 technology was found to significantly affect logistics innovation capability and logistics performance. Logistics innovation capability was found to significantly affect logistics performance. Moreover, logistics innovation capability was found to have a significant mediation effect on the relationship between Logistics 4.0 technology adoption and logistics performance. The moderation effect based on firm size was found to have a partial effect on logistics innovation capability and logistics performance, but the mediated moderation effect was not significant. Originality/value - This study is meaningful in that it empirically analyzed the relationship of Logistics 4.0 technology adoption with logistics innovation capability and logistics performance, the mediating effect of logistics innovation capability, the moderation effect of firm size, and the mediated moderation effect of firm size, which were not addressed in previous studies.

The Impact of Emotional Appeals in Fair Trade Apparel Advertisements - The Interaction Effect of Advertising Channel and the Mediation Effect of PCE - (공정무역 의류 광고에서 정서 소구의 효과 - 광고채널의 조절효과와 PCE의 매개효과 분석 -)

  • Lee, Joeun;Lee, Yuri
    • Journal of the Korean Society of Costume
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    • v.66 no.5
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    • pp.49-65
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    • 2016
  • This study investigated the effect of emotional appeals on consumers' attitude towards fair trade apparel advertisements, and their intention to purchase those fair trade apparels. The interaction effect of the advertising channel and the mediation effect of perceived consumer effectiveness(PCE) were examined. Four stimuli were manipulated using two types of emotions(positive/negative) and two types of advertising channels(magazine/SNS) were used to analyze consumers' reaction. The results demonstrated the significant differences in attitude towards ads and purchase intention according to the types of emotional appeals used in fair trade apparel ads. However, the interaction effect between the types of emotion and advertising channels was not identified. The results of mediation analysis showed that positive emotion influenced purchase intention directly without forming a favorable attitude towards the ads, whereas negative emotion had no significant influence on attitude towards the ads and purchase intention. The results also identified that PCE mediated between emotion elicited by ads and purchase intention. This study suggests that delivering images and messages that creates positive emotion should be considered when fair trade ads are produced. In addition, fair trade ads need to be devised to enhance PCE by emphasizing that ethical choices of individual consumers can change the working environment of manufacturing countries.

The Moderated Mediation Effects of Self-care in the Relationship between Counselors' Stress, Burnout, and Life Satisfaction (상담자의 스트레스, 소진, 삶의 만족의 관계에서 자기돌봄의 조절된 매개효과)

  • Lee, Eun-Jin;Baek, Sang-Eun;Cho, Young-Mi
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.261-273
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    • 2021
  • This study analyzed the model by using the data of 416 counselors working in the counseling field to verify the moderated mediation effect of burnout on life satisfaction, through counselors' self-care in the process of counselors' stress. First, counselors' stress had an effect on life satisfaction through burnout. Second, the interaction effect between counselors' stress and self-care was significant and the relationship between stress and burnout was changed according to the level of self-care. Third, counselors' stress was found to be controlled by self-care, which has a mediating effect on life satisfaction through burnout. The results of this study are meaningful in that it provides an empirical basis for self-care factors that can contribute to the improvement of the counselor's personal and professional growth and quality of life through the verification of the effect of self-care that improves the satisfaction of life by preventing and alleviating the stress and burnout of the counselors.

Muslim Consumer's Identification with and Loyalty to Halal Brand

  • Choi, Nak-Hwan;Rahman, Md Mostafizur
    • Journal of Distribution Science
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    • v.16 no.8
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    • pp.29-37
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    • 2018
  • Purpose - This research aimed at exploring the mediation role of Muslim's identification with halal brand in the effects of the congruity between Islamic self and halal brand and Islamism commitment on the loyalty to the brand. Research design, data, and methodology - A single factor design was employed. A total of 199 undergraduate, graduate students or office workers in Bangladesh participated in main survey to finish the questionnaire. Structural equation model analysis was used to verify hypotheses. Results - The results of verifying hypotheses were as followings. First, the Muslim's identification with halal brand positively affected on the loyalty to the halal brand. Second, Both Muslim's commitment to Islamism and the congruity between Islamic self and halal brand positively affected on the identification with the halal brand. Third, mediation analysis showed the partial mediation role of Muslim's identification with halal brand in the effects of the Islamism commitment on the loyalty to the halal brand, and there was the full mediation role of the Muslim's identification in the effect of the congruity on the loyalty. Conclusions - Marketers should build the congruity between Islamic self and their halal brand and promote Islamism commitment to induce the loyalty to the halal brand from Muslim.

The Relationship of Parental Academic Achievement Pressure to Self-efficacy of Elementary Students : Mediation Effects of Achievement Goals (부모의 학업성취압력이 초등학생의 자기효능감에 미치는 영향 : 목표지향성의 매개효과를 중심으로)

  • Lee, Su Jin;Cho, Sang Chul;Heo, Il Beom
    • Korean Journal of Child Studies
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    • v.29 no.3
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    • pp.289-301
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    • 2008
  • The present study examined the relationship between parental academic achievement pressure and self-efficacy mediated by student's achievement goal orientation among elementary school students. The 638 participants were fifth graders living in a metropolitan area. Analyses revealed that children who were high both in performance-goal and mastery-goal orientation reported highest perceived parental academic achievement pressure and self-efficacy. Performance-goal orientation played a mediation role in the relationship between parental academic achievement pressure and self-efficacy, while mastery-goal orientation did not. The limitations of the present study and suggestions for future research were discussed.

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The Influence of Organizational Justice on Employees' Motivation to Participate in Training: A Quality System Perspective on Human Resource Practices

  • Kang, Dae-Seok;Kim, Youn-Sung;Lee, Dong-Won
    • International Journal of Quality Innovation
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    • v.7 no.1
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    • pp.1-19
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    • 2006
  • This study sought to examine the effect of three (distributive, procedural, and interactional) justice perceptions in predicting employees' motivation to participate in training activities. On the basis of theoretical linkages between the constructs, full mediation and partial mediation models by perceived benefits of training were developed. The models were tested using SEM (Structural Equation Modeling) on responses from 302 employees of three wireless operators in the Republic of Korea. The results showed the partial-mediation model is a dominant model. It also confirmed that interactional justice directly influence motivation to participate in training, whereas procedural justice influence the variable through perceived benefits of training. Furthermore, limitations and implications of the current study and directions for future work are discussed.

How Brand Equity Factors Shapes Smartphone Purchase Intentions Among Millennials in Nepal

  • Himalaya BAN;Sabita PURI;Kumar SAPKOTA
    • Journal of Wellbeing Management and Applied Psychology
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    • v.7 no.1
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    • pp.9-16
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    • 2024
  • Purpose: This study explores the factors affecting purchase intention of smartphones among millennials. The study incorporates factors of brand equity, specifically brand awareness, brand loyalty, perceived quality and their mediation effect in purchase intention. Research design, data, and methodology: This study evaluates the role of brand equity factors in influencing purchase intentions by using structural equation modeling to analyze 197 respondents. Results: The findings indicate that brand loyalty, followed by brand awareness, and perceived quality are significant factors in determining customer purchase intention. Further, brand loyalty mediates the relationship between perceived quality and purchase intention, as well as between brand awareness and purchase intention significantly. Additionally, perceived quality mediates the relationship between brand awareness and purchase intention significantly. Finally, the serial mediation of perceived quality and brand loyalty significantly affects the relationship between brand awareness and purchase intention. Conclusions: This research has provided valuable insights into the relationship between brand equity and purchase intention among millennials supporting the Aaker's Model. Useful theoretical and managerial implications also have been provided.

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.

Moderated Mediation effect of Parenting Behaviors on the Relation between Deviant Peer's Influences and Delinquency in Adolescence (청소년 비행행동에 대한 부모양육행동과 비행친구집단간의 조절된 매개효과)

  • Lee, Sang-Gyun
    • Journal of the Korean Society of Child Welfare
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    • no.27
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    • pp.121-151
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    • 2008
  • The purpose of this study is to examine the moderated mediation effects of parenting functioning on the relations between deviant peer's influences and delinquent behaviors in adolescence. To investigate the moderated mediation effects, simple slope test and bootstrapping method based on multiple linear regression(MLR) model were used. This study used data from wave 1-2(2003-2004) of the Korea Youth Panel Survey(KYPS). Results showed that poorer parenting increased the probability that adolescents would affiliated with deviant peers, and more association with deviant peers, in turn, was related to delinquency. There was statistical significant interaction between affiliation with deviant peers and parenting in the model for delinquency. It implied that the relation between deviant peers and delinquency depends on the quality of parenting. Finally, indirect effect of earlier parenting on delinquent behavior through affiliation with deviant peers was moderated by later parenting. These results help clarify the conditions under which exposure to parenting behaviors can buffer the negative effect of deviant best friends on delinquent behaviors in adolescence. Practice and policy implications as well as further research topic were discussed to aid the search for highly effective preventive and treatment interventions.