• Title/Summary/Keyword: Mediation effect analysis

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Development of a Prediction Model for Postpartum Depression: Based on the Mediation Effect of Antepartum Depression (산후우울 예측모형 개발: 산전우울의 매개효과 검증을 중심으로)

  • Lee, Eun Joo;Park, Jeong Sook
    • Journal of Korean Academy of Nursing
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    • v.45 no.2
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    • pp.211-220
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    • 2015
  • Purpose: This study was done to develop a prediction model for postpartum depression by verifying the mediation effect of antepartum depression. A hypothesized model was developed based on literature reviews and predictors of postpartum depression by Beck. Methods: Data were collected from 186 pregnant women who had a gestation period of more than 32 weeks and were patients at a maternity hospital, two obstetrics and gynecology specialized hospitals, or the outpatient clinic of K medical center. Data were analysed with descriptive statistics, correlation and exploratory factor analysis using the SPSS/WIN 18.0 and AMOS 18.0 programs. Results: The final modified model had good fit indices. Parenting stress, antepartum depression and postpartum family support had statistically significant effects on postpartum depression, and defined 74.7% of total explained variance of postpartum depression. Antepartum depression had significant mediation effects on postpartum depression from stress in pregnancy and self-esteem. Conclusion: The results of this study suggest that it is important to develop nursing interventions including strategies to reduce parenting stress and improve postpartum family support in order to prevent postpartum depression. Especially, it is necessary to detect and treat antepartum depression early to prevent postpartum depression as antepartum depression can affect postpartum depression by mediating antepartum factors.

A Study on the Effects of University Students' Personal Information Protection Awareness on Information Security Attitudes: Information Security, Personal Information Infringement, Personal Experience, Information Security Intent Multi-Mediation Effect Analysis (대학생의 개인정보보호 인식이 정보보안 태도 미치는 영향연구: 정보보안, 개인정보침해, 개인적 경험, 정보보안 의도 다중매개효과분석)

  • Yun, Il-Hyun
    • Journal of Digital Convergence
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    • v.19 no.12
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    • pp.125-132
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    • 2021
  • This study analyzed the multi-mediating effects of information security, personal information infringement, personal experience, and information security intention in the relationship between personal information protection and information security attitude. For this purpose, a survey was conducted on 221 students from G University. First, information security, personal information infringement, and information security awareness had a simple mediating effect. Second, information security, personal information infringement, personal experience, and information security consciousness had parallel multi- mediation effects. Third, personal information infringement and information security awareness had a simple mediating effect in the parallel multiple mediation state. Fourth, information security had a simple mediating effect, but it was found that there was no simple mediating effect in the parallel multiple mediation state. This study is meaningful in that it empirically compared the simple and multi-mediation effects.

The Effects of Emotional Leadership on Innovative Behavior and Psychological Depression of Bankers: Analysis of Double Mediation Effect (감성리더십이 은행원의 혁신행동과 심리적 우울에 미치는 영향: 이중매개효과 분석)

  • Lim, KwangMin;Kwon, HyeokGi
    • Journal of Korea Society of Industrial Information Systems
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    • v.24 no.6
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    • pp.107-118
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    • 2019
  • The purpose of this study is to analyze the effect of "emotional leadership" on innovative behavior and psychological depression through mediation of job engagement and self-efficacy. In order to accomplish this objective, hypotheses were set up and we distributed questionnaires to bankers and analyzed the final 294 copies. For the hypothesis test, the SPSS Process Macro was used for regression analysis and double mediation. As a result, emotional leadership positively affects self-efficacy, and self-efficacy positively affects job engagement and innovation behavior. Also, job engagement has a negative effect on psychological depression. As a result of verifying the dual mediation effect, both self-efficacy and job engagement showed a full mediating effect.

The Effect of Authentic Leadership and Psychological Contract Breach on Organizational Cynicism: Focusing on the Moderated Mediation of Followers' Identification with the Leader

  • Kim, Yesung;Shin, Je-Goo
    • Knowledge Management Research
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    • v.18 no.4
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    • pp.1-29
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    • 2017
  • This study sets out to verify the moderated mediation of followers' identification with the leader on the indirect effect of authentic leadership on organizational cynicism via psychological contract breach. A total of 279 responses from employees at companies with more than 500 employees and of diverse industries were used for analysis. Our findings showed that authentic leadership (X) had a negative indirect effect on organizational cynicism (Y) via psychological contract breach (M), and that this indirect effect was negatively moderated by identification with the leader, thereby identifying its role as a moderating mediator. Further verification revealed that the indirect effect ($X{\rightarrow}M{\rightarrow}Y$) was conditional upon the value of the moderating variable, where identification with the leader had a significant effect in the 25%, 50%, 75%, 90% levels, but not in the 10% level. The findings of this research empirically verified that greater exertion of authentic leadership lowers psychological contract breach among organization members and, consequently, organizational cynicism. In particular, this effect was stronger when the organization member identified him/herself more strongly with the leader. Our findings extend the body of knowledge on the relationship between authentic leadership and organizational cynicism and expands the possibilities for future research.

The Influence of Maternal Overprotective Parenting on the Externalizing Behaviors of Child with Disability : Testing the Moderated Mediation Effect of Child's Effortful Control through Defense Style of Mother and Child (장애아동의 외현화 행동에 어머니의 과보호 양육행동이 미치는 영향 : 어머니 및 아동의 방어유형에 의한 아동의 의도적 통제의 조절된 매개효과 검증)

  • Lee, Dong-Young
    • The Journal of the Korea Contents Association
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    • v.21 no.10
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    • pp.550-563
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    • 2021
  • This study recognizes that the externalizing problem behaviors of child with disabilities are the result of the social interaction between mother and child, and empirically verifies its systematic causal structure and multidimensional influence relationship. It was attempted to derive practical implications that can help the smooth normalization process of children's families. Therefore, 135 children with disabilities and their mothers selected by convenience sampling were targeted, and in the relationship between maternal overprotective parenting and externalizing behaviors of child, effortful control was used as a mediating variable, and defense style of mothers and children was used as a moderating variable. A Conditional Process Analysis(CPA) that can verify the moderated mediation Effect was performed by establishing a research model. As a result of the analysis, first, the overprotective parenting behavior of mother was statistically significant in both direct and indirect effects in increasing externalizing behaviors of child, and the mediation effect by effortful control was also statistically significant. Second, it was confirmed that the moderated mediation effect of effortful control by the mother's defense style was statistically significant, and the moderated mediation effect of effortful control by the child's defense style was not statistically significant. Based on the above results, assuming the importance of the influence of maternal parenting, a direct strategy for change in maternal overprotective parenting, child's Practical implications of parallel strategies with the tendency toward effective control and suboptimal strategies through the application of mothers' coping strategies were discussed.

The Effect of Authentic Leadership and Grit on the Happiness and Job Crafting of Social Enterprise Employee - Focused on Social Enterprise in Chungbuk - (진성리더십과 그릿이 사회적기업 구성원의 행복과 직무재창조에 미치는 영향 - 충청북도 사회적기업을 대상으로 -)

  • Ha, Deok-Cheon;Eom, Seong-Jun;Rhee, Shin-Ho
    • Journal of Korean Society of Rural Planning
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    • v.26 no.4
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    • pp.117-129
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    • 2020
  • The purpose of this study is to verify the effect of the authentic leadership of social enterprise leaders on the happiness and job crafting of employees, the mediation effect of job crafting in the authentic leadership of the leader and the happiness of the employees, and the coordination effect by the Grit of the employees. For verification, the relationship between authentic leadership and job crafting, happiness and grit and seven research theories were established. In addition, 47 questionnaires were drawn through prior research on happiness, authentic leadership, job crafting, and grit, and five executives and workers of social enterprises in Chungcheongbuk-do(Province) were surveyed on a five-point Likert scale. The collected survey data were conducted through the SPSS and AMOS for basic statistical analysis. The Macro Process of the bootstrap method was used to verify the mediation effects, the regulated effects. This study has conducted exploratory and confirmatory factor analysis, correlation analysis, structural model analysis through the survey results and the analysis results verify the hypothesizes. The study found that authentic leadership affects the happiness and job crafting of employees, and that job crafting affects the happiness of employees, and the relationship between authentic leaders and employees affects job crafting. It has also been shown that the Grit of its employees affects their job crafting and happiness and also has a mediation effect on job crafting and happiness. In the policy environment of the changing rural development project, the social economy establishment plan for the virtuous circle of resources in the region should be considered, and education programs should be introduced to improve the authentic leadership of the leaders.

The Relationship between Aging Anxiety and Psychological Well-Being in Mid-life Adults: The Moderated Mediation Effect of Cognitive Flexibility and Subjective Economic Status (중년의 노화불안과 심리적 안녕감의 관계: 인지적 유연성과 주관적 경제수준의 조절된 매개효과)

  • Yang, Ok-Ji;Lee, Su-Lim
    • The Journal of the Korea Contents Association
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    • v.20 no.7
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    • pp.491-502
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    • 2020
  • This study was aimed to verify moderated mediation effect between cognitive-flexibility and subjective economic status in the process that aging anxiety have an effect on psychological well-being. For this, online survey was conducted to 317(M:159, F:158) adults who ranged from 40 to 64 years old. Survey was conducted from 2017.9.3. to 9.28. Correlation analysis, regression analysis, and significant test was done through SPSS 21.0 and SPSS Macro. First, the analysis showed that meaningful correlation was found among aging anxiety, cognitive flexibility, subjective economic status and psychological well-being. Secondly, cognitive flexibility was found to have meaningful partial mediation effect(β = .530, p < .001) in the relationship between aging anxiety and psychological well-being. Thirdly, subjective economic status was found to have a meaningful moderation effect(β = .080, 𝜟R2=.006, p <.05) in the relationship between cognitive flexibility and psychological well-being. Fourthly, verification result by SPSS Macro showed that, mediation effect of cognitive flexibility and subjective economic status was existent in the relationship of aging anxiety and psychological well-being. Lastly, implications and limitations of this study and suggestions for future studies were discussed.

Effects of Recognition of the Pregnancy necessity on Emotional Happiness -The mediation effect of health control behavior-

  • Kim, Jung-Ae
    • International Journal of Advanced Culture Technology
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    • v.6 no.3
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    • pp.12-21
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    • 2018
  • This study was a cross-sectional survey of the effects of pregnancy necessity recognition on emotional happiness and mediation effect of health control behavior on it. A total of 200 participants in the study were collected from structured questionnaire online and the data collection was from July $1^{st}$ to July $31^{st}$, 2018. Health control behavior questionnaire was developed by Wallston, K.A., Wallston, B.S. & Devellis, R (1978), Emotional happiness was analyzed by using PANAS (positive and negative affect schedule) developed by Watson, Clark and Tellegen (1988). The collected data were chai-square($X^2$), Pearson correlation, Dummy regression analysis, simple regression analysis, and the mediated effect analysis by SPSS 18.0. As a result, Under statistical significance, there were differences in the recognition of pregnancy necessity were depending on religion, participant's age, number of siblings, thought of optimal marriage age(p<0.05). More siblings, more religious, older age, and more recognized the pregnancy necessity. The analysis of Pearson correlation with the pregnancy necessity, health control behavior, and emotional happiness reveled that it was relevant (p<0.01). Dummy regression analysis showed that people who thought that pregnancy was necessary were 0.700 times more likely to felt emotional happiness that people who thought it was unnecessary (p<0.01). Analysis on the mediation of health control behavior, in which the effects of pregnancy recognition on emotional happiness, showed that it was effect (other people's health control behavior: B:.299, p<0.01, internal health control behavior : B:.217, p<0.05). Based on these results, this study suggested that to promote pregnancy recognition, families with brother and sister should be programmed with recommendations for exercise and alcohol abstinence, religious belief and health control programs.

The Effect of Volunteering Activity on Democratic Citizen Consciousness as a Mediation of Adolescents' Leadership Living Technique (청소년의 리더십생활기술을 매개로 자원봉사활동이 민주시민의식에 미치는 영향)

  • Kim, Chang Gi
    • The Journal of the Korea Contents Association
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    • v.15 no.12
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    • pp.212-221
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    • 2015
  • This study searched the effect of volunteering activity on democratic citizen consciousness as a mediation of adolescents' leadership living technique. For this, it has been conducted that a survey for 386 middle and high school students in Chungcheongbuk-do. Main analysis results are as follows. First, searching the effect on democratic citizen consciousness, it is analyzed that volunteering activity participation satisfaction level(${\beta}=.215$), learning ability technique(${\beta}=.297$), group activity technique(${\beta}=.145$) have a positive(+) effect. Second, as a result of mediation effect, volunteering activity is confirmed that is meaningful as both a direct effect(.35) on democratic citizen consciousness and an indirect effect($.42{\times}.65=.29$) as leadership living technique and it is appeared as an partial mediation effect. Therefore, in order to improve adolescents' democratic citizen consciousness, active support for volunteering activity and overall efforts which are able to activate the leadership technique in real youth everyday life are necessary.

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.