• Title/Summary/Keyword: Mediation Analysis

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The Effect of Employee Authenticity on Customer Loyalty via Rapport : A Moderated Mediation Model (서비스 종업원의 진정성, 소비자의 감성지능, 레포 그리고 고객충성도 : 조절된 매개모형)

  • Jung, Ki Baek;Choi, Suk Bong
    • Journal of Korean Society for Quality Management
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    • v.48 no.3
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    • pp.361-379
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    • 2020
  • Purpose: The purpose of this study was to investigate the relationship between employee authenticity and customer loyalty. This study also examined whether rapport positively mediated the above relationship. In addition this study address the moderating role of customer emotional intelligence in the relationship between employee authenticity and rapport. By developing moderated a mediation model, we addressed indirect conditional effect of customer emotional intelligence on the relationship between employee authenticity and customer loyalty via rapport. Methods: The survey data was collected by customers who used various services in Korea. The main hypotheses were tested using a cross-sectional design, with questionnaires administered to 292 customers. Results: The result of empirical analysis has shown that employee authenticity was significantly positively related to customer loyalty. We have also found that rapport positively mediated the relationship between employee authenticity and customer loyalty. While there was a significant moderating effect of customer emotional intelligence on the relationship between employee authenticity and rapport, the moderated mediating role of customer emotional intelligence was found. Conclusion: The results provide useful theoretical and practical implications to the organizations and managers who want to improve customer loyalty. Future research directions with the limitation of the study were discussed.

Influence of the Green Leadership Toward Environmental Policies Support

  • KARDOYO, Kardoyo;FERIADY, Muhammad;FARLIANA, Nina;NURKHIN, Ahmad
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.11
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    • pp.459-467
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    • 2020
  • This paper aimed to study the role of green leadership toward environmental policies support in university. Furthermore, this study investigated the influence of green leadership toward environmental policies support and discussed the mediation effect of Green Self efficacy, Green Mindfulness, organization identity and environmental responsibility. The number of Population sample in this research was taken from 1,456 lecturers and staff of Universitas Negeri Semarang, Indonesia. Total sample in this research is 312 respondents. Structural Equation Models (SEM) was used in this research to develop the model of green leadership role toward environmental policies support of Lecturer and Staff in the University. This study found that green leadership had significant influences toward environmental policies support, environmental responsibility, green mindfulness and green self-efficacy but had insignificant influence toward organizational identity. Path analysis showed strong mediation effect of environmental responsibility and green mindfulness, but had a weak mediation from organizational identity and green self-efficacy. Finally, this study concluded that the role of green leadership in influencing environmental responsibility and green mindfulness was required to be enhanced in order to increase the support of environmental policies at the university. Further study needs to be carried out to determine the effect of green leadership on green performance and green behavior in organizations.

The Relationship between Depression, Attention Deficit/Hyperactivity Disorder, and Internet Gaming Disorder Through Mediation Model (매개 모형을 통하여 고찰한 우울과 주의력결핍 과잉행동장애, 인터넷 게임장애 사이의 관계)

  • Lee, Seon-Gyu;Kim, Dai-Jin;Cho, Hyun
    • Korean Journal of Biological Psychiatry
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    • v.26 no.2
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    • pp.59-64
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    • 2019
  • Objectives Internet gaming disorder (IGD) is associated with attention deficit/hyperactivity disorder (ADHD) or depression etc. We tried to examine the mediating effects of depression in the relationship between ADHD and IGD. Methods This study was conducted on 2000 people who participated in on-line survey among 14-39 year-old men and women in 2017. And we clarified the relationship among IGD, ADHD, and depression and tested the mediation model. The mean and standard deviation of the main variables were calculated and correlation analysis was performed to confirm the relationship among the main variables. In order to test the mediating effect of depression on the relationship between ADHD and IGD, the structural equation model was implemented using AMOS 21 (IBM). Results There were significant correlations among the variables; IGD, ADHD and depression. Depression had a mediating effect 0.23 (95% confidence interval : 0.17-0.28) in the relationship between IGD and ADHD. Conclusions This study showed that depression can mediate ADHD and IGD. Therefore, the evaluation and management of depression and ADHD should be included in the diagnosis and treatment of IGD.

Influence of Verbal Violence Experienced by Nurses on Organizational Commitment: Focus on the Mediating Effects of Resilience (간호사가 경험한 언어폭력이 조직몰입에 미치는 영향: 회복탄력성의 매개효과 중심으로)

  • Yun, Mi Soon;Lee, Miyoung
    • Journal of Korean Clinical Nursing Research
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    • v.26 no.1
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    • pp.1-9
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    • 2020
  • Purpose: This study was conducted to provide fundamental data on increasing organizational commitment of clinical nurses by verifying the mediation effects of resilience in the correlation between the verbal violence experienced by nurses and their organizational commitment. Methods: Participants were 167 nurses working in 2 university hospitals and 3 general hospitals located in D city Nurse managers were excluded. Data were analyzed using t-test, ANOVA, Pearson's correlation coefficient, and multiple regression analysis based on the three-step mediation effect verification procedures proposed by Baron and Kenny. SPSS 24.0 program was used. The significance of mediation effect was verified by performing the Sobel test. Results: The resilience was confirmed to have a partial mediating effect in the relationship between verbal violence experience and organizational commitment (β=.25, p=.001), and verified by Sobel test (Z=-1.95, p=.026). Conclusion: The results verifiying that verbal violence experience, organizational commitment, and resilience are correlated with each other, and showing that the organizational culture needs to be improved and the hospital environment needs to be changed to decrease verbal violence experiences and increase resilience in order to enhance organizational commitment.

An Empirical Analysis on MNC's Investment Performances in a Host Country through Market Orientation Mediation Effects (현지시장지향성의 매개변수 효과를 통한 다국적기업의 해외시장 투자성과에 대한 실증연구)

  • Lim, Sung-Hoon
    • Korea Trade Review
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    • v.44 no.2
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    • pp.221-237
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    • 2019
  • Multinational corporations (MNCs) usually face indigenous business environments in host countries which are different from a home country's. In this circumstance, MNCs would accomplish low-investing performance if they pursuit the same as the home oriented business strategy in the host country. The more different kinds of specialized environments a host countries have, the more pressure of modifying the international strategy needed for MNCs. This paper examines that how a different market environment between a home country and a host country, through MNC's local responsive managements, can influence investing performance in a host country. This paper conducts structural equation analyses with collected empirical data focusing upon a MNC's market orientation efforts and the realization of management localization (i.e., increasing local sourcing intensity or local sales intensity) as mediators between the specialized environment in a host country and the MNC's investing performance. This paper has several contributions in developing the prior approaches: first, the market orientation variables are regarded not as normal independent factors but mediators; second, two step mediation model is examined to make link between host market's heterogeneity and MNC's performance.

A Study on The Workforce Agility and Operational Performance of Distribution Center - Focused on Busan New Port Distripark - (인력의 민첩성과 물류센터의 운영성과에 관한 연구 - 부산 신항 항만배후단지를 중심으로 -)

  • Cho, Yang-Il;Kim, Seog-Soo
    • Korea Trade Review
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    • v.44 no.3
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    • pp.25-42
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    • 2019
  • This research examined the mediation effect of Workforce Agility (WA) on the relationship between environmental uncertainty and operational performance. We manipulated the control variables that are known to be affected by employment flexibility. Employment flexibility is caused by idiosyncratic characteristics of Korean port system. The analysis was tested by Baron & Kenny's method. The result indicates that each path of the proposed model is significant. Furthermore, the mediation effect was checked with the Sobel Test. The research revealed that environment uncertainty poses an indirect effect on operational performance. Both supply/demand uncertainty and technological uncertainty affected operational performance through the mediation effect of WA. Most of the distribution centers located in Busan Newport Distripark are operated in a bimodal labor (human resource) system which includes both permanent employees (workers) and temporary employees (workers). This empirical research provides theoretical and managerial implications by suggesting ways to increase efficiency in distribution center operation through WA enhancement, and to improve the unloading labor system.

Moderated Mediation of Anticipatory Hope between Green Fashion Advertising Appeals and Word of Mouth -The Role of Perceived Consumer Effectiveness-

  • Choi, Dooyoung;Lee, Ha Kyung
    • Journal of the Korean Society of Clothing and Textiles
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    • v.46 no.3
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    • pp.513-529
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    • 2022
  • Based on the stimulus-organism-response model, this study investigated the effects of three types of green performance appeals (i.e., before-, after-, and before/after-appeals) on consumer word of mouth (WOM) mediated by anticipatory hope. As the degree of consumer susceptibility to advertising varies by individual, individual perceived consumer effectiveness (PCE) was examined as a moderated mediating variable. A total of 191 responses were analyzed using SPSS 27.0 for analysis of variance and PROCESS procedure. Results showed the mediating role of anticipatory hope between advertising appeals and WOM: participants reported greater anticipatory hope when they viewed the advertisement with after- and before/after-appeals. This mediation was moderated by participants' PCE. The effect of green performance appeals on WOM was mediated by participants' anticipatory hope when their PCE was low; however, when participants' PCE was high, the mediation was not significant. The findings show that advertising appeals highlighting the effectiveness of green performance can attract consumers who do not believe that product consumption affects a sustainable environment and spread WOM. This research provides insights to fashion brands by suggesting effective green advertising strategies that can increase consumers' voluntary information-sharing behavior.

Influence of eating habits on psychological satisfaction with Food: A mediation effect of unbalanced eating habit among parents (심리적 식생활 만족도에 미치는 식습관 관련 변인연구 : 학부모 대상의 MSG 사용에 따른 편식행동감소 매개효과)

  • Lee, Bitna;Choi, Younyoung;Shine, Eunha;Kim, Minji
    • Journal of the Korea Convergence Society
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    • v.12 no.12
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    • pp.295-304
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    • 2021
  • The purpose of this study aimed to examine the effect of use of MSG, balanced eating habit, perceived life happiness on psychological satisfaction with food in elementary, middle, and high school parents. In addition, the mediation effect of reducing unbalanced eating habit on the relationship between psychological satisfaction with food and use of MSG. For this analysis, 800 samples were collected from parents in Seoul metropolitan area. Regression analysis and mediation analysis with boostrapping were conducted. The findings of this study were as follows: (1) Group using MSG is more satisfied with food-related life than group not using it. (2) Perceived life happiness and healthy eating habit were positively related to satisfaction with food-relate life. Lastly, (3) Reducing of unbalanced eating habit was a partial mediator of the relationship between use of MSG and satisfaction with food-related life. It suggests that there is an association between use of MSG and satisfaction with food-related life, the positive effects of which may be mediated by expectancy of reducing unbalanced diet.

The Mediation Effect of Communication on the Relationship between Solidarity and Conflict for Grandmothers Raising Grandchildren and an Adult Child: A Common Fate Model (손자녀 공동양육 조모와 성인자녀의 결속도가 갈등에 미치는 영향에서 의사소통의 매개효과: 공동운명모형(Common Fate Model) 적용)

  • Choi, Hye Jeong;Kang, Su Kyoung;Chung, Mi Ra
    • Human Ecology Research
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    • v.57 no.1
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    • pp.15-26
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    • 2019
  • This study showed that the association between solidarity and conflict is mediated by the communication of grandmothers and an adult child at the dyadic level. The common fate model (CFM) was designed to model mediation effects at the level of dyads. Participants consisted of 297 grandmother dyads and their adult child who were rearing preschool-aged grandchildren in Seoul and Gyeonggi-do. For analysis at the dyadic level, grandmothers and adults responded to the same questionnaire on the same variables. SPSS 23.0 performed descriptive statistical analysis and correlation analysis. The structural equation model (SEM) was estimated with AMOS 23.0. We tested the mediation model using the maximum likelihood method. Model fit index used the chi-square statistic, the incremental fit index (IFI), the comparative fit index (CFI), the root mean square error of approximation (RMSEA). The statistical significance of the indirect effect was examined using a bootstrapping procedure. The results are as follows. First, in the CFM, the direct effect between solidarity and conflict was significant. Therefore, the higher the solidarity, the lower conflict of grandmothers and an adult child. Second, the association between solidarity and conflict is mediated by communication at the dyadic level. Based on the results of this study, we discussed ways to strengthen the capacity of co-parenting between grandmothers and an adult child.

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.