• Title/Summary/Keyword: Mediation effect analysis

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The Mediation Effect of the Work-Family Spillover between Full-time Married Working Women's Inefficient Working Culture and Career Interruption Intention (비효율적 업무문화와 경력단절의도와의 관계에서 일-가정 전이의 매개효과: 전일제 기혼 여성근로자를 대상으로)

  • Park, Cheong-Yeul;Shon, Young-Mi;Shin, Kyu-Lee
    • The Journal of the Korea Contents Association
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    • v.15 no.8
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    • pp.280-292
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    • 2015
  • The current study examines the mediation effect of the work-family spillover between full-time married working women's inefficient working culture and career interruption intention. The mediation effect is tested by classifying the work-family spillover effect into two subfactors: the work-family conflict and the work-family facilitation. For this purpose, we sampled 281 full-time married working women aged between 30 and 50s and conducted a hierarchical regression analysis. The main results are as follows: both work-family conflict and work-family facilitation play the role of partial mediation. This finding implies that it is necessary to carefully examine the effects of subfactors for work-family spillover to married working women's career interruption.

A Research on the Effect of a Cabin Crews' Low Level of Work Situational Awareness to Their Safety Behavior - Including the Mediation Effect Analysis on Cabin Crew's Forward Planning - (객실승무원의 업무 상황인식 저하가 안전행동에 미치는 영향 연구 - 객실승무원의 계획성 매개변수 효과를 포함하여 -)

  • Park, In-Sub;Kim, Kee-Woong;Park, Sung-Sik
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.30 no.3
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    • pp.76-85
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    • 2022
  • Work situational awareness test (WSAT) has been utilized to estimate the fatigue risk of workers who worked with time pressure or latent accident risks at their work environment. Thus researchers decided to use WSAT to estimate fatigue risk of cabin crews of an airline in Korea and to analyze empirically how such risk might have an effect on cabin crew's safety behavior. This was because there had not been enough research on accessing cabin crews' fatigue and analyzing its risk for the flight safety. In addition, the mediation effect of cabin crew's planning was also analyzed through Sobel-test by researchers among external factors such as lack of concentration, attention deficit, distraction and safety behavior. According to empirical analysis, it was found attention deficit and distraction of cabin crews due to fatigue during the flight had a significant negative effect on their planning. Planning was also proven to have mediation effect to cabin crew's safety behavior.

The mediation effect of depression between self-esteem and academic motivation in dental hygiene students (치위생과 학생의 자아존중감과 학습동기의 관계에 대한 우울의 매개효과)

  • Kim, Ji Young
    • Journal of Korean society of Dental Hygiene
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    • v.14 no.4
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    • pp.503-509
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    • 2014
  • Objectives : The purpose of this study was to investigate the influence of self-esteem on academic motivation, and the mediating effect of depression in dental hygiene students. Methods : A self-reported questionnaire was filled out by 401 dental hygiene students for 2 weeks in June, 2014 in Ulsan and Daegu. The data were analyzed by a descriptive analyses, Pearson correlation, multiple regression analysis and Sobel test. Results : Self-esteem had a significant influence on academic motivation and self-esteem had a significant influence on depression in the dental hygiene students. Conclusions : Depression had a partial mediation effect on the self-esteem and academic motivation.

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.

Effects of Shopping Flow in Experiential Fashion Stores on Brand Advocacy - Multi-mediating Effects of Emotional Response, Experimental Shopping Value, and Store Attachment - (체험형 패션 매장에서의 쇼핑몰입이 브랜드 옹호행동에 미치는 영향 - 감정반응과 경험적 쇼핑가치 및 점포애착의 순차적 다중매개 효과 검증 -)

  • Choi, Mi Young;Kim, Woo Bin
    • Fashion & Textile Research Journal
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    • v.24 no.4
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    • pp.431-442
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    • 2022
  • Despite the rapid reorganization of the center of consumption online, the fashion industry is still strengthening brand marketing using offline stores. This study investigates the psychological mechanisms of shopping flow by three mediators that influence the e-word of mouth(e-WOM) as a marketing performance variable in recent marketing. Data collection was conducted online for 241 women in their 20s and 30s. The significance of multi-mediated pathways was verified using Process 3.5 Model 6. The results for multiple mediation paths are as follows. First, the direct effect of shopping flow on brand advocacy was not significant. Second, analysis of the significance of the indirect effect via simple mediation found that the path mediated by shopping value in the path from the shopping flow to brand advocacy was significant. Third, analysis of the indirect effect by double mediation revealed all three double mediating effects of shopping flow on brand advocacy were significant(emotional response and shopping value, emotional response and store attachment, shopping value and store attachment). Fourth, analysis of the significance of the indirect effect by sequential multiple mediation established the indirect effect leading to emotional response, shopping value, and store attachment was significant. These results indicate that the operation of an experiential fashion store is not just a means for sales, but a communication tool that improves and promotes the brand advocacy by providing brand experience in a store.

A Symptom Cluster Analysis of Breast Cancer Patients Using a Mediation Model (매개모델을 이용한 유방암 환자의 증상클러스터 검증)

  • Kim, Gyung Duck;Jang, Hyun Jin
    • Asian Oncology Nursing
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    • v.12 no.4
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    • pp.274-279
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    • 2012
  • Purpose: This study was conducted to test whether sleep disturbance mediates the effect of pain on fatigue, whether fatigue mediates the effect of pain on depression, and whether fatigue mediates the effect of sleep disturbance on depression. Methods: This study was conducted from September 12th to December 20th, 2011. One hundred eighty-eight breast cancer patients were recruited from D city and S city in Korea. The instruments used in this study were the pain, sleep disturbance, fatigue, and depression scales. Data were analyzed using descriptive statistics, Pearson correlation coefficients, and mediation pathway with the SPSS 12.0 and AMOS 20.0 programs. Results: There was correlation among pain, fatigue, sleep disturbance, and depression. Mediation analyses indicated that pain influences fatigue. sleep disturbance, and depression directly as well as indirectly. Sleep disturbance influences fatigue and depression directly, also fatigue influences depression directly. But sleep disturbance had no direct effect on depression. Conclusion: Significant correlations among the four symptoms supported the existence of the symptom cluster. Effects of pain on fatigue was partially mediated by sleep disturbance, also effects of pain on depression was partially mediated by fatigue. However, the effects of sleep disturbance on depression was fully mediated by fatigue.

A study on structural relationship of receptivity to multiculturalism, communication and marital conflict: focused on mixed couples of FFWP (다문화 수용성, 의사소통, 부부갈등의 구조적 관계에 관한 연구: 국제 결혼한 세계평화통일가정연합 신도를 대상으로)

  • Park, Ok Ja;Yeo, Kyung Hwan
    • Journal of Family Relations
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    • v.21 no.2
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    • pp.149-167
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    • 2016
  • Objective: The purpose of this study is to verify the effect of receptivity to multiculturalism on marriage conflict of international marriage couples and mediation effect of communication between two variables. Method: The subjects are 205 individuals of mixed couples who are living in S. Korea. The mediation analysis was based on structural equation modeling followed by bootstrapping with the use of AMOS 22.0. The demographic variables are also controlled in the data analysis. Goodness-of-fit test using RMR, GFI, IFI, TLI, and CFI was conducted. Results: The study results were as follows: first, receptivity to multiculturalism had a direct effect on marital conflict and communication; second, communication had a direct effect on marital conflict; third, communication had a mediation effect between receptivity to multiculturalism and marital conflict. Conclusions: We could verify in this study that receptivity to multiculturalism and communication is the important factor for marital conflicts of mixed couples. More specifically, communication has a critical role for marriage life of mixed couples.

How Does the Presentation Mode of Product Information Affect Product Evaluation? : The Mediation of Construal Level and the Moderation of Response Time

  • Cho, Hyun Young
    • International Journal of Contents
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    • v.16 no.1
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    • pp.44-56
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    • 2020
  • The purpose of this study was to examine how the presentation mode (sequential- vs. simultaneous-mode) of information influences its evaluation. Three experiments revealed the interaction effect between the presentation mode and the valence of the product information. When respondents read about the positive aspects of the product, the evaluation was higher in the simultaneous presentation mode than in the sequential presentation mode. For negative product information, respondents' evaluation was higher in the sequential presentation mode than in the simultaneous presentation mode. The simultaneous presentation mode intensified the impact of the information valence on evaluation. This study proposed that the sequential and the simultaneous presentation modes prime high and low construal levels, respectively. The mediation analysis provides support for such a prediction. Finally, the mediating effect of construal levels in evaluation was shown to disappear when respondents focused on the product information for a longer duration, while the mediation effect remained when the response time was short.

The Effect of Children's Screen Media Time on Bedtime and Executive Function Difficulties: A Moderated-Moderated Mediation Effect of Children's Media Content Selection and Parental Restrictive Media Mediation (유아의 영상미디어 시청시간과 취침시간이 집행기능곤란에미치는 영향: 유아의 채널 선택권과 부모의 제한형 미디어중재의 조절된-조절된 매개효과)

  • Yoon Kyung Kim;Ju Hee Park;Ye Seul Park;Jeeyeon Hong
    • Korean Journal of Childcare and Education
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    • v.20 no.2
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    • pp.145-167
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    • 2024
  • Objective: This study aimed to investigate the moderated-moderated mediating effects of children's media content selection and parental restrictive media mediation on the relationship between children's screen media time and executive function difficulties. Methods: A total of 693 parents of children aged 5~6 years participated in this study and were asked to answer all survey questions. The data were analyzed by descriptive statistics and correlation analysis using SPSS 27.0. Model 11 of PROCESS macro 4.3 was used to examine the moderated-moderated mediation model. Children's gender, age, childcare enrollment status, and household income were included in the analyses as covariates. Results: The moderated-moderated mediating effects of children's media content selection and parental restrictive media mediation were found to be significant. Specifically, bedtime mediated the relationship between screen media time and executive function difficulties only when parents did not appropriately implement restrictive mediation and children freely selected media content. Conclusion/Implications: It is recommended that parents understand the importance of implementing restrictive media mediation and selecting appropriate media contents for their child to prevent executive function difficulties in early childhood. Also, child education or day-care centers should offer education program about appropriate media use to reach more parents.

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.