• Title/Summary/Keyword: multiple mediation model

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An Empirical Study on Open Government Data: Focusing on ODB and OUR Index (공공데이터 개방에 관한 실증연구: ODB와 OUR Index를 중심으로)

  • Seo, Hyung-Jun
    • Informatization Policy
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    • v.24 no.1
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    • pp.48-78
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    • 2017
  • In this study, to reveal determinant factors for degree of open data it conduct empirical analysis for ODB(Open Data Barometer) and OUR Index(Open, Useful, Reusable Government Data Index) that are global open data index among 26 countries. As a result of multiple regression analysis, First focus is on ODB. In the Model 1 with independent variables, e-Government, SW Market size and government efficacy are significantly positive effect for ODB. In the Model 2 with independent variables and moderating variable, e-Government, SW market size and social capital are significantly positive effect for ODB. In the Model 3 with independent variables, moderating variable and interaction term, e-Government and social capital are significantly positive effect for ODB. Second focus is on OUR Index. In the Model 1 and the Model 2 e-Government is significantly positive effect for OUR Index. In the Model, e-Government and SW market size ${\times}$ social capital(interaction term) are significantly positive effect for OUR Index. And in path analysis, only ODB alternative model show Government efficacy with social capital has full mediation effect. In OUR Index alternative model there is no mediation effect with social capital.

Effects of Second Victim Experiences after Patient Safety Incidents on Nursing Practice Changes in Korean Clinical Nurses: The Mediating Effects of Coping Behaviors (환자안전사건과 관련된 임상간호사의 이차피해경험이 간호실무변화에 미치는 영향: 대처의 매개효과)

  • Jeong, Seohee;Jeong, Seok Hee
    • Journal of Korean Academy of Nursing
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    • v.51 no.4
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    • pp.489-504
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    • 2021
  • Purpose: This study was investigated the mediating effect of coping behaviors in the relationship between the second victim experiences after patient safety incidents and the nursing practice changes. Methods: A cross-sectional survey was performed using structured questionnaires. Participants were 218 clinical nurses in general tertiary hospitals in South Korea. Data were collected through an online survey and snowball sampling from August 11 to September 6 2020. Data were analyzed using SPSS 23.0 program. A mediation analysis was performed using multiple regression and a simple mediation model applying the PROCESS macro with 95% bias-corrected bootstrap confidence interval. Results: The mean scores of second victim experiences was 3.41/5. Approach coping (β = .55, p < .001) and the avoidant coping (β = - .23, p = .001) showed mediation effects in the relationship between second victim experiences and constructive change in nursing practice. Avoidant coping (β = .29, p < .001) showed a mediation effect in the relationship between second victim experiences and defensive change in nursing practice. Conclusion: Coping behaviors has a mediating effect on the relationship between second victim experiences and nursing practice changes. To ensure that nurses do not experience second victim, medical institutions should have a culture of patient safety that employs a systematic approach rather than blame individuals. They also need to develop strategies that enhance approach coping and reducing avoidant coping to induce nurses' constructive practice changes in clinical nurses in experiencing second victims due to patient safety incidents.

Mediation analysis of dietary habits, nutrient intakes, daily life in the relationship between working hours of Korean shift workers and metabolic syndrome : the sixth (2013 ~ 2015) Korea National Health and Nutrition Examination Survey (교대근무자의 근무시간과 대사증후군의 관계에서 식습관, 영양섭취상태, 일상생활의 매개효과 분석 : 6기 국민건강영양조사 (2013 ~ 2015) 데이터 이용)

  • Kim, Yoona;Kim, Hyeon Hee;Lim, Dong Hoon
    • Journal of Nutrition and Health
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    • v.51 no.6
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    • pp.567-579
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    • 2018
  • Purpose: This study examined the mediation effects of dietary habits, nutrient intake, daily life in the relationship between the working hours of Korean shift workers and metabolic syndrome. Methods: Data were collected from the sixth (2013-2015) Korea National Health and Nutrition Examination Survey (KNHANES). The stochastic regression imputation was used to fill missing data. Statistical analysis was performed in Korean shift workers with metabolic syndrome using the SPSS 24 program for Windows and a structural equation model (SEM) using an analysis of moment structure (AMOS) 21.0 package. Results: The model fitted the data well in terms of the goodness of fit index (GFI) = 0.939, root mean square error of approximation (RMSEA) = 0.025, normed fit index (NFI) = 0.917, Tucker-Lewis index (TLI) = 0.984, comparative fit index (CFI) = 0.987, and adjusted goodness of fit index (AGFI) = 0.915. Specific mediation effect of dietary habits (p = 0.023) was statistically significant in the impact of the working hours of shift workers on nutrient intake, and specific mediation effect of daily life (p = 0.019) was statistically significant in the impact of the working hours of shift workers on metabolic syndrome. On the other hand, the dietary habits, nutrient intake and daily life had no significant multiple mediator effects on the working hours of shift workers with metabolic syndrome. Conclusion: The appropriate model suggests that working hours have direct effect on the daily life, which has the mediation effect on the risk of metabolic syndrome in shift workers.

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.

Effects of Individual Motivation on Turnover Intention among Social Workers : Focused on the mediation effects of multiple commitment (사회복지사의 개인적 동기가 이직의도에 미치는 영향 - 다중몰입의 매개효과를 중심으로 -)

  • Moon, Young Joo
    • Korean Journal of Social Welfare Studies
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    • v.42 no.2
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    • pp.493-523
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    • 2011
  • This study set out to investigate the effects of individual motivation on turnover intention among social workers and examine their turnover intentions in details by focusing on the mediation effects of multiple commitment. To be specific, it aimed to propose and test a prediction model for social workers' turnover intentions based on the Self-determination Theory and Theory of Planned Behavior. For those purposes, a mail survey was taken among social workers working for use facilities, residential facilities, public health centers, social welfare foundations and associations, and all kinds of centers and institutions in 15 cities and provinces across the nation. Total 1,918 questionnaires were distributed, and 1,671 ones were returned, and 979 whose respondents expressed a turnover intention were used in final analysis. The analysis results indicate that psychological motivation of social workers had direct impacts on their turnover intention. However, their role stress had no direct impacts on their turnover intention, which suggests that the impulsive routes model for turnover intention is supported only in psychological motivation and job characteristics. Secondly, their psychological and job motivation turned out to have indirect impacts on turnover intention through the multiple commitment, which suggests that the reflective routes model for turnover intention is supported in all career, job, and organizational commitment. Career commitment had the most significant impacts on turnover intention, being followed by job commitment and organizational commitment in the order, which suggests that the social welfare academy should increase their interest in career commitment. Based on the findings, the study proposed implication for the career management plans, plans for human resources

Pathways from Child Abuse to Adolescent School Violence -Focusing on Social Development Model- (청소년의 아동학대 경험이 학교폭력 가해행동에 이르는 경로 -사회발달모델(Social Development Model)을 중심으로)-)

  • Lee, Jihyeon
    • Korean Journal of Social Welfare
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    • v.66 no.2
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    • pp.75-99
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    • 2014
  • The purpose of this study is to examine mediation role of parental attachment, school bonding and delinquent peers in effects of child abuse experience on offending school violence among middle school students. The survey was conducted for boys and girls enrolled in 50 middle schools located in Seoul and Kyung-ki province from October 15 to November 25 in 2012 and total 1,563 were used for final analysis. PASW 18.0, AMOS 18.0 and Mplus were used for statistical analysis. Major findings of this study are as follows. Child abuse experience is analyzed as effecting directly to offending in school violence but also having indirect effecting through mediation process with parental attachment, school bonding and delinquent peers from the analysis of structural equation model. Another finding indicates that multiple indirect effects of parental attachment, school bonding, delinquent peers through Mplus nonlinear analysis, pathways including mediator of parental attachment, school bonding and delinquent peers are verified as statistically significance. Below is discussed for practical and policy implications to prevent school violence in middle school based on this study.

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Relationship of Workplace Violence to Turnover Intention in Hospital Nurses: Resilience as a Mediator (병원 간호사의 직장 폭력경험과 이직의도의 관계에서 극복력의 매개작용)

  • Kang, Hyun-Jung;Shin, Jaeyong;Lee, Eun-Hyun
    • Journal of Korean Academy of Nursing
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    • v.50 no.5
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    • pp.728-736
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    • 2020
  • Purpose: This study aimed to identify the relationship between workplace violence and turnover intention, and the mediation effect of resilience on the relationship in hospital nurses. Methods: This was a cross-sectional study. A total of 237 registered nurses were recruited from three hospitals in South Korea from April to May 2019. Participants were invited to complete self-reported questionnaires that measure workplace violence, turnover intention, resilience, and demographic information. The data obtained were analyzed using multiple regression and a simple mediation model applying the PROCESS macro with 95% bias-corrected bootstrap confidence interval (5,000 bootstrap resampling). Results: After controlling demographic covariates, workplace violence significantly accounted for the variance of turnover intention. It was also demonstrated that resilience partially mediated the relationship between workplace violence and turnover intention in hospital nurses. A 73.8% of nurses had experienced workplace violence (such as attack on personality, attack on professional status, isolation from work, or direct attack). Conclusion: Workplace violence directly influences turnover intention of nurses and indirectly influences it through resilience. Therefore, hospital administrators need to develop and provide a workplace violence preventive program and resilience enhancement program to decrease nurses' turnover intention, and leaving.

The Effects of Enjoyable Couple Activity and Common Dyadic Coping on Marital Satisfaction through Mediation of Sexual Intimacy: Focusing on Urban Chinese Women in the Early Years of Marriage (즐거운 부부활동과 협력적 부부대처가 성적 친밀감을 매개로 결혼만족도에 미치는 영향: 결혼초기 중국 도시 여성을 중심으로)

  • Kim, Deuksung;Kwon, Yoona;Xin, Siyuan
    • Human Ecology Research
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    • v.59 no.1
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    • pp.45-58
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    • 2021
  • The present study examined whether enjoyable couple activity and common dyadic coping as daily positive couple interactions have direct or indirect effects on marital satisfaction through the mediation of sexual intimacy among urban Chinese women in the early years of marriage. The subjects were 182 urban women born under the one-child policy, who live in Heilongjiang, Anhui and Beijing provinces of China, and have been married up to six years. Data were collected using a self-administered questionnaire. We conducted a hierarchical multiple regression analysis in SPSS software and tested the significance of the mediation effects using bootstrapping method in Mplus software. The results of the study are as follows. First, both enjoyable couple activity and common dyadic coping had positive direct impacts on urban Chinese women's marital satisfaction and positive indirect impacts on marital satisfaction via sexual intimacy. Second, enjoyable couple activity was the strongest predictor of marital satisfaction, followed by common dyadic coping and sexual intimacy. The path model explained 48% of the variance in marital satisfaction. The results suggest that enjoyable couple activity, common dyadic coping, and sexual intimacy should be considered in the design of interventions to enhance urban Chinese women's marital satisfaction in the early years of marriage.

Impact of Internal Marketing on Job Satisfaction, Job Involvement, Customer Orientation and Job Performance of the Employees in Securities Firm's Branch (증권회사 지점 종사자의 내부마케팅이 직무만족, 직무몰입, 고객지향성 및 직무성과에 미치는 영향)

  • Chu, Kyo-Won;Jung, Jae-Heon
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.476-499
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    • 2020
  • The impacts of internal marketing in the security firms have not been studied much. This study analyzes the impact of internal marketing on job satisfaction, job commitment, customer orientation, and job performance for the security firm's branches using multiple mediation model which differs from simple mediation model. The data were collected from 263 employees of securities firm's branches in Seoul, Busan and other Korean metropolitan cities. The research hypothesis was validated by the tools of SPSS 22.0 and AMOS 22.0. The results are as follows. First, among the internal marketing factors, delegation of authority, reward systems and education training had a significant effect on job satisfaction. And internal communications were shown to have a significant effect on job commitment and customer orientation. Second, job satisfaction have a significant direct impact on the job commitment, customer orientation. And customer orientation have direct impact on the job performance. Also, delegation of authority and reward systems were found to have a significant indirect effect on the job performance in mediation of job satisfaction and customer orientation. These results imply that internal marketing factors affect job performance mainly through the mediation of job satisfaction, job orientation and that specially delegation of authority and reward system affect on the performance much, which are different from other industry cases.

The Influence of Foreign-born Mothers' Acculturative Stress on Their Children's Carrier Barrier in Multicultural Families: Focusing on the Mediation Effects of Mothers' Daily Stress, Depression, and Neglectful Parenting (다문화가정 외국인 어머니의 문화적응 스트레스가 자녀의 진로장벽에 미치는 영향: 어머니의 일상생활 스트레스, 우울, 방임적 양육태도의 매개효과를 중심으로)

  • Lee, RaeHyuck;Chang, Hae-Lim
    • The Journal of the Korea Contents Association
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    • v.21 no.11
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    • pp.773-784
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    • 2021
  • This study aimed to examine the mediation effects of foreign-born mothers' daily stress, depression, and neglectful parenting in the influence of mothers' acculturative stress on children's carrier barrier in multicultural families. For testing research questions, using Model 6 of the SPSS PROCESS Macro, this study analyzed simple and multiple mediation effects with a sample of 1,021 adolescents with Korean fathers and foreign-born mothers from the 8th wave's raw data of the Multicultural Adolescent Panel Study (MAPS). The main results are as follows. First, mothers' acculturative stress positively influenced children's carrier barrier. Second, mother's daily stress and neglectful parenting individually mediated the influence of mothers' acculturative stress on children's carrier barrier. Third, mother's depression and neglectful parenting dual-mediated the influence of mothers' acculturative stress on children's carrier barrier. Fourth, a triple mediation of mothers' daily stress, depression, and neglectful parenting was found in the influence of mothers' acculturative stress on children's carrier barrier. Based on the results, strategies to support the career development of multicultural adolescents were suggested.