• 제목/요약/키워드: Mediation analysis

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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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    • 제26권2호
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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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    • 제26권1호
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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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    • 제44권2호
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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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    • 제44권3호
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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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    • 제46권3호
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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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    • 제12권12호
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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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    • 제57권1호
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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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    • 제56권6호
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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.

Musical Prior Knowledge, Audience Satisfaction and Word-of-Mouth: A Moderated-Mediation Analysis (뮤지컬 관람객의 사전지식이 관람만족 및 구전의향에 미치는 영향 - 트랜스포테이션의 조절된 매개효과를 중심으로 -)

  • Won, Jie Young;Jung, Chang Mo
    • Korean Association of Arts Management
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    • 제54호
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    • pp.59-93
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    • 2020
  • The development of digital technology has made consumers more knowledgeable about products than ever before. In this regard, experts have defined consumers in the digital age as knowledge seekers and pointed out that they are proficient in acquiring and sharing product knowledge prior to purchase. For service goods such as musicals, product prior knowledge executes strong effect due to such characteristics as intangibility, inseparabilit y,and heterogeneity. Prior studies in the field of performing arts, including musicals, have revealed that the prior knowledge of the audience has a positive effect on the satisfaction of the audience and WOM(word-of-mouth) intention. However, studies in the marketing field argue that consumers' high prior knowledge may have a negative impact on customer satisfaction and product evaluation depending on conditions, as they are more likely to compare, review, and expect products more closely. Therefore, in this study, we tried to identify under what conditions the musical prior knowledge enhances audience satisfaction and WOM intention. According to the results of previous studies, a mediating effect model was established in which the musical prior knowledge enhances the WOM intention through the mediation of the audience satisfaction. Then, Transportation was introduced as a mediation variable and it was verified whether the level changed the audience satisfaction and WOM intention. The reason for the introduction of the transportation construct reflects the results of previous research that the story is important component of musical. The results showed that the musical prior knowledge has a significant effect on WOM intention through the mediation of audience satisfaction. The moderating effect of transport was also significant on the relationship between musical prior knowledge and audience satisfaction. Lastly, through moderated-mediation analysis, it was confirmed that transportation moderates the mediating effect that prior knowledge affects on the WOM intention through audience satisfaction. Based on the results, we demonstrated that a musical story is fairly important to satisfy audiences with high prior knowledge. This study could contribute to the related filed in that it introduced the transportation construct for the first time, thereby broadening the understanding of the musical audiences in the era of smart consumers.

Effect of National Pension Service's Shareholding Ratio on Firm Value: Focusing on Stewardship Code Implementation and R&D Expenditure (국민연금의 소유지분비율이 기업가치에 미치는 영향 연구: 스튜어드십 코드 도입과 R&D 투자를 중심으로)

  • Daehyun Cho;YoungJun Kim
    • The Journal of the Convergence on Culture Technology
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    • 제9권3호
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    • pp.779-787
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    • 2023
  • In the relationship between the shareholding ratio of National Pension Service (NPS) and the investee firm's value, this study examined the mediating effect of R&D expenditure which its increase can indirectly induce the increase of firm value, and examined the moderated mediation effect of the Stewardship Code implementation which pressures investee firms' to increase R&D expenditure and firm value. Using the Korean listed companies' data from 2016 to 2021, the analysis showed that the R&D expenditure had a partial mediation effect on the relationship between NPS's shareholding ratio and firm value. Also, the analysis showed that the NPS's Stewardship Code implementation had positive moderating effects on following relationships, one between NPS's shareholding ratio and R&D expenditure, and the other between NPS's shareholding ratio and firm value. In all, on the relationship between NPS's shareholding ratio and firm value, the R&D expenditure's mediation effect differs before and after the implementation of the stewardship code, which shows the moderated mediation effect.