• Title/Summary/Keyword: Mediation analysis

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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.

The Influences of Childhood Trauma, Rejection Sensitivity, Emotional Recognition Clarity on Displaced Aggression (아동기 외상, 거부민감성, 정서인식명확성이 전위공격성에 미치는 영향)

  • Lee, Jayoung
    • Journal of Digital Convergence
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    • v.19 no.9
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    • pp.385-392
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    • 2021
  • The purpose of this study is to examine the effects of childhood trauma, rejection sensitivity, and emotional recognition clarity on displaced aggression An online survey was conducted with 208 adults at H cyber university. Correlation analysis and double mediation effect analysis were performed through SPSS Win 25 and SPSS Process Macro, and the results are as follows. First, childhood trauma and rejection sensitivity showed positive correlations with displaced aggression, and emotional recognition clarity showed negative correlations. Second, in the relationship between childhood trauma and displaced aggression, rejection sensitivity was found to indirectly mediate, but emotional recognition clarity did not. Third, in the relationship between childhood trauma and displaced aggression, rejection sensitivity and emotional recognition clarity were found to be double-mediated. These results are expected to be used as basic data to reduce the displaced aggression of those who have experienced childhood trauma.

Mediating Effect of Job Satisfaction in the Relationship Between Caregivers' Calling and Organizational Performance (요양보호사의 소명의식과 조직성과의 관계에서 직무만족의 매개효과)

  • Sihn, Young Il
    • Journal of the Korea Convergence Society
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    • v.9 no.11
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    • pp.393-402
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    • 2018
  • Recently, interest in organizational performance has been increasing due to marketization and diversification of supplier introduced in long-term care system. To analyze the effects of caregivers' calling on the organizational performance of long-term care facilities and to examine the mediating effects of job satisfaction on the path, data were collected from caregivers in Seoul and Kyonggi-do. Multiple regression analysis was used to examine the effect of caregivers' calling on job satisfaction and job performance, and the mediating effect of job analysis was tested by hierarchical regression analysis. As a result, caregivers' calling had a positive effect on job performance and job satisfaction, and the job satisfaction showed full mediation effect between caregivers' calling and effectiveness and partial mediation effect between caregivers' calling and efficiency. Based on this, we discussed the need to improve efficiency through job satisfaction management and to manage efficiency by managing job satisfaction and vocation awareness.

Association between Maternal Adverse Childhood Experiences and Attention-Deficit/Hyperactivity Disorder in the Offspring: The Mediating Role of Antepartum Health Risks

  • Moon, Duk-Soo;Bong, Su-Jeong;Kim, Bung-Nyun;Kang, Na Ri
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.32 no.1
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    • pp.28-34
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    • 2021
  • Objectives: This study aimed to examine the effect of maternal adverse childhood experiences (ACEs) on the attention-deficit/hyperactivity disorder (ADHD) symptoms in the offspring and to examine the mediating role of antepartum health risk on the intergenerational transmission of maternal ACEs. Methods: The participants consisted of 461 mother-child dyads. Mothers completed the ACEs questionnaire and Diagnostic Predictive Scales. Multivariate logistic regression analysis was used to estimate the risk of ADHD symptoms in the offspring of mothers with ACEs and the mediating effect of antepartum health risks by path analysis. Results: In all, 35.4% (n=163) had at least one maternal ACE, and 11.1% (n=51) had three or more. Compared to the non-ADHD symptom group, the group of offspring with ADHD symptoms showed a significant association with maternal ACE score (p<0.001) and antepartum health risks (p<0.001). Multivariate analysis further showed a significant association between the sum of maternal ACEs [odds ratio (OR)=1.264, 95% confidence interval (CI)= 1.060-1.516, p=0.009], antepartum health risks (OR=1.236, 95% CI=1.036-1.475, p=0.019), and ADHD symptoms in the offspring. In the mediation model in which the mother's ACE score affected the offspring's ADHD symptoms, partial mediation through antepartum health risks was found to be significant (B=0.041, 95% CI=0.011-0.124). Conclusion: Maternal ACEs are significantly related to the incidence of ADHD symptoms in the offspring and antepartum health risks exert an indirect effect. These findings suggest that maternal ACEs have a negative impact on the offspring's brain development through intergenerational transmission, resulting in neurodevelopmental disorders such as ADHD.

The Effects of Regulatory Focus on Proactive Behavior: A Moderated Mediation Model of Work Hope and Interpersonal Justice (조절초점이 주도적 행동에 미치는 영향: 일 희망과 대인 공정성의 조절된 매개효과)

  • Park, Ji-Hwan;Jeon, Moo-Kyeong
    • Asia-Pacific Journal of Business
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    • v.13 no.3
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    • pp.261-279
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    • 2022
  • Purpose - The purpose of this study was to examine the effect of regulatory focus on proactive behavior and to examine the mediating effect of work hope between superior's regulatory focus and subordinate's proactive behavior. In addition, the purpose of this study was to investigate the moderating effect of interpersonal justice between regulatory focus and work hope, and the moderated mediating effect of work hope and interpersonal justice in the relationship between regulatory focus and proactive behavior. Design/methodology/approach - This study used data 255pairs(510people) collected from Public organizations such as gu office and private organizations that perform various tasks such as human resources, finance, accounting, marketing, and R&D. The Confirmatory Factor Analysis (CFA) and the multiple regression analysis were used in order to analyze the data. Findings - The result showed that promotion focus was positively related to proactive behavior. In addition, this study found that the relationship between promotion focus and proactive behavior was mediated by work hope. Regarding the moderating roles of perceived interpersonal justice, the results showed that perceived interpersonal justice significantly interacted with promotion focus in influencing work hope. Finally, the moderated mediation analysis showed that the indirect effect of promotion focus on proactive behavior through work hope was valid only for subordinates with high perceived interpersonal justice. Research implications or Originality - In order to increase proactive behavior, it is necessary to focus on promotion focus and to increase the positive psychology such as hope. In addition, it is necessary to increase perception of interpersonal justice.

Study on the Relation between Social Value Realization Efforts and Performances of Social Enterprises - Focudsing on Mediating Effect of External Support Environment (사회적기업의 사회적 가치실현노력이 기업성과에 미치는 영향 - 외부지원환경 매개 효과를 중심으로)

  • Cho, Young-Ju;Ra, Youngsoo
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.307-317
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    • 2022
  • This study aims to analyze relationship between effect on social value realization efforts and company performances, focusing on the mediating effect of external-support environment. Data for the analysis is collected from open data source from Social Enterprise Promotion Agency. The results of the analysis are, first the social value realization efforts has positive effect on both social and economic outcome of the social enterprises. External-support environment has influence on both social performance and social value realization efforts. Additional analysis to test mediation effect of external-support environment were carried out by statistical software package, Process for SPSS4.0. Mediation effect could be found between social realization efforts and social performances, however, no evidence could be found on economic performance. The result indicates that social value realization efforts as a social capital has influence on social performance mediated by external-support environment.

The Effects of Empathy on Self-Esteem and Subjective Well-Being (공감 (Empathy)이 자기존중감과 주관적 안녕감에 미치는 영향)

  • Heo, Jae-Hong;Lee, Chan-Jong
    • The Journal of the Acoustical Society of Korea
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    • v.29 no.5
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    • pp.332-338
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    • 2010
  • Previous studies have investigated the effect of empathy on relations. However, there have been few studies that found the effect of empathy on subjective well-being. This study aimed to investigate relations between empathy and subjective well-being. It was hypothesized that empathy had effects on subjective well-being in the mediation of self-esteem. Heo, J.H. and Lee, C.J. (2010) investigated the psychometric properties of EQ. However they did not do confirmatory analysis. So confirmatory analysis needs to be done in this study. Data was collected from 421 College student (male 192, female 225), and analyzed by SEM and path analysis. Results revealed that 3 factors model of EQ was proper, and EQ had effects on subjective well-being in the mediation of self-esteem. This suggested that empathy be a very important factor in our culture, and fulfillment of cultural task enhance self-esteem, which improve subjectve well-being. And cultural features should be considered in the study of empathy.

The Influence of Self-Regulation and Self-efficacy in Middle School Students' Math Learning on Academic Procrastination (중학생의 수학 학업 상황에서의 학업적 자기조절 및 자기효능감이 학업지연행동에 미치는 영향)

  • Huh, Nan
    • East Asian mathematical journal
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    • v.38 no.4
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    • pp.533-547
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    • 2022
  • This study investigated the Influence of self-regulation and self-efficacy on academic procrastination of middle school students. For this investigation, 384 middle school students who are in completed the questionnaires including self-regulation, self-efficacy, and academic procrastination in Math Learning. The results were as follows: First, self-regulation and self-efficacy had significant correlations with academic procrastination. Also as a result of hierarchical regression analysis, self-regulation moderated the mediation effect of self-regulation between self-efficacy and academic procrastination. Implications of these results were discussed.

The Impact of the Safety Awareness & Performance by the Intelligent Image Analysis System (지능형 영상분석 시스템이 작업자 안전의식 및 행동에 미치는 영향)

  • Jang, Hyun Song
    • Journal of the Korea Safety Management & Science
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    • v.17 no.3
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    • pp.143-148
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    • 2015
  • The study examined the relationship between workers' safety awareness, safety performance and the components of the intelligent image analysis system in accordance with preventing the workers from safety hazard in dangerous working area. Based on the safety performance model, we include safety knowledge, safety motivation, safety compliance and safety participation, and we also define three additional factors of the intelligent image analysis system such as functional feature, penalty and incentive by using factor analysis. SEM(Structural Equation Modeling) analyses on the data from the total of 73 workers showed that functional feature of intelligent analysis system and incentive were positively related to safety knowledge and safety motivation. And mediation effects of the relationship were verified to safety compliance and safety participation through safety knowledge as well.

Constitutional Issue Review of Compensation for Inevitable Medical Accidents During Delivery (불가항력 의료사고 보상사업에 대한 헌법적 쟁점 검토)

  • JUN, HYUN JUNG
    • The Korean Society of Law and Medicine
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    • v.21 no.1
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    • pp.153-185
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    • 2020
  • In principle, even if serious consequences such as death or serious injury of a patient occur as a result of a medical accident, if the medical malpractice of a health care worker is not recognized, the health care worker is not held liable for said consequences. However, with the opening of the Korea Medical Dispute Mediation and Arbitration Agency on April 7, 2012, a system was established to compensate health care personnel for their medical malpractices only in the case of "injuries caused by medical accidents in the course of childbirth" (hereinafter referred to as "program for compensation of medical accidents"). Article 46 paragraph 1 of the current Medical Dispute Mediation Act, which is the basis of the Force Majeure Medical Accident Compensation System, stipulates that "medical accidents under delivery" claims are to be determined by the Medical Accident Compensation Review Committee are subject to the compensation project. And the details of the compensation, ratio of sharing financial resources for compensation, scope of compensation, and the guidelines and procedure for the payment of compensations are prescribed by Presidential Decree. In other words, the Presidential Decree requires the state to pay 70 percent of the compensation funds, and 30 percent of the above funds among health care providers. The Constitutional Court has decided on the 2015Hun-Ga13 that the scope of the health care institution's founders and the share of the compensation funds cannot be directly determined by the law, and that the portion delegated by the Presidential decree does not violate the Principle of Legal Protection nor Comprehensive Nondelegation Doctrine. However, this can be seen as an exclusion of accountability for force-induced delivery accidents even if there is no negligence of the medical staff. If the nature of the system is a type of social security system with a social compensatory nature, it could consider eliminating the health care innovator's cost-sharing provisions, leaving the full cost to the state. However, it is also necessary to review institutional protocols that strengthen the efforts of medical institutions in areas such as analysis of the causes of medical accidents and measures to prevent their recurrence. In addition, I think that the conclusion of the Act is in line with the purpose of the Comprehensive Wage Support Regulations that at minimum the law sets an upper limit of the compensation funds that are to be paid by health and medical institutions. Moreover, it is reasonable for the Medical Accident Compensation Review Committee to specify gestational age and weight of births, which are the criteria for compensation, under the Enforcement Decree of the Medical Dispute Mediation Act, in relation to the criteria for payment of contributions by the Medical Accident Compensation Review Committee, and to set the detailed criteria.