• 제목/요약/키워드: mediated regression analysis

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공공의료서비스 제공의 공평성이 주관적 건강행복에 미치는 영향: 공공의료서비스 질의 매개효과 (Effects of Public Health Service Impartiality on Subjective Health Happiness: Mediated Effect of Public Health Service Quality)

  • 문승민
    • 보건행정학회지
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    • 제29권3호
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    • pp.323-331
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    • 2019
  • Background: The purpose of this study is to analyze the effect of impartiality in providing public health services on subjective health happiness and the mediated effects of public health service quality. Based on this, this study intends to present policy implications to improve public health services. Methods: The research method is multiple linear regression analysis. The analysis of the mediating effects is performed by Baron & Kenny's test, Sobel-Goodman's test, and Bootstrap. Results: The impartiality of public health services and the quality of public health services are shown to have a statistically significant effect on subjective health happiness. Quality of public health service appears to be mediating the relationship between impartiality in providing public health care and subjective health happiness. Conclusion: To promote people's subjective health happiness, it is necessary to secure impartiality in providing public health services in the first place and improve the quality of public health services.

원장역량, 기관 내 자원, 학부모의 기대 및 참여가 영아-교사관계에 미치는 영향: 영아교사의 코칭역량의 매개효과를 중심으로 (The Influence of Director Management Competency, Institutional Resources, and Parent Expectation and Participation on Infant-Teacher Relationships: Focusing on the Mediating Effects of Coaching Competency of Infant Teachers)

  • 김정희
    • 한국보육지원학회지
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    • 제12권5호
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    • pp.71-90
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    • 2016
  • The purpose of this study was to identify the influences which were child care center infant teacher's coaching competency, director management competency, institutional resources, and parent expectation and participation that have on infant-teacher relationships. The subjects in this study were 379 infant teachers working in child care centers across the country. A director management competency questionnaire, institutional resources questionnaire, parent expectation and participation questionnaire, infant-teacher relationships questionnaire, and coaching competency questionnaire were used for this study. For the research analysis, frequency, Cronbach's ${\alpha}$ coefficient, and Pearson's correlation were calculated and regression analysis were conducted. The results are as follows. Firstly, the influence of director management competency on infant-teacher relationships is completely mediated through infant teacher's coaching competency. Secondly, the influence of institutional resources on infant-teacher relationships is completely mediated through infant teacher's coaching competency. Thirdly, the influence of parent expectation and participation on infant-teacher relationships is completely mediated through infant teacher's coaching competency.

The Influence of Experiential Marketing and Location on Customer Loyalty

  • SOLIHA, Euis;AQUINIA, Ajeng;HAYUNINGTIAS, Kristina Anindita;RAMADHAN, Kartiko Rizkika
    • The Journal of Asian Finance, Economics and Business
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    • 제8권3호
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    • pp.1327-1338
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    • 2021
  • This study aims to examine how experiential marketing and location influence customer loyalty mediated by customer satisfaction. This study's population was Cafe Excelso Rinjani customers in Semarang, Indonesia. The sampling employed a purposive sampling technique, with the following criteria: customers who visited and enjoyed Cafe Excelso Rinjani and aged more than 17 years. Data analysis used multiple regression analysis, and a single test was utilized to test for mediation. The results revealed that experiential marketing positively and significantly affected customers satisfaction. It showed that the better the experiential marketing was done, the more customer satisfaction would be. Location positively and significantly influenced customer satisfaction. It indicated that the more strategic the location, the more customer satisfaction increased. Meanwhile, experiential marketing had no impact on customer loyalty. Location positively and significantly affected customer loyalty at Cafe Excelso Rinjani Semarang. It denoted that the more strategic the location, the more customer loyalty increased. Besides, customer satisfaction had a positive and significant effect on customer loyalty. It signified that, when customer satisfaction increased, customer loyalty would increase. Finally, customer satisfaction perfectly mediated the influence of experiential marketing on customer loyalty, and customer satisfaction mediated the effect of location on customer loyalty.

Particulate matter concentration effects on attention to environmental issues: a cross-sectional study among residents in Korea's Pohang Industrial Complex

  • Hye-seung Ryu;Jea Chul Ha;Insung Chung;Seonhee Yang;Hyunjoo Kim;Sung-Deuk Choi
    • Annals of Occupational and Environmental Medicine
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    • 제35권
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    • pp.31.1-31.10
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    • 2023
  • Background: With modernization, air pollution has become increasingly serious, and its effects on health have been revealed. As a result, public interest in environmental pollution has become critical for regulating air pollution. In our study, we aim to evaluate the impact of air pollution levels on public attention to environmental issues and examine whether awareness of the residential environment's impact on health acts as a mediator in this relationship. Methods: We conducted an analysis on 400 individuals surveyed in the preliminary feasibility study on adverse health effects in the Pohang Industrial Complex, to examine the relationship between particulate matter 2.5 (PM2.5) and attention to environmental issues. Logistic regression analysis was performed, and mediation analysis was used to determine whether awareness of the residential environment's impact on health mediated the relationship. Results: The logistic regression analysis results showed that PM2.5 levels were associated with attention to environmental issues (adjusted odds ratio [AOR]: 2.1; 95% confidence interval [CI]: 1.3-3.5; p = 0.003) and awareness of health impacts (AOR: 3.4; 95% CI: 1.6-7.1; p = 0.001). The PM2.5 levels showed 9.9% (95% CI: 5.4-14.0) increase in the prevalence of high attention to environmental issues, of which, only 1.0% (95% CI: 0.2-2.3) were mediated by health impact awareness. In the overall analysis, 10% of the total effect of PM2.5 on attention to environmental issues was mediated by health impact awareness. Conclusions: According to this study's results, there was a correlation between air pollution levels and attention to environmental issues. Awareness of the health impacts of air pollution partially mediated the effect of air pollution levels on attention to environmental issues. In future studies, it is recommended to identify other mediators to further understand this structure.

모바일 소셜커머스에서 휴리스틱 유형이 구매의도에 미치는 영향 : 쇼핑가치의 매개효과를 중심으로 (Effects of Heuristic Type on Purchase Intention in Mobile Social Commerce : Focusing on the Mediating Effect of Shopping Value)

  • 김진권;양회창
    • 유통과학연구
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    • 제17권10호
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    • pp.73-81
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    • 2019
  • Purpose - The purpose of this study was to examine the effect of the heuristic type of consumers affecting purchase decision making and the intention of shopping value in their relationship to derive mobile social commerce purchase promotion plans. Research design, data, and methodology - A research model was constructed to relate the mediating effect of shopping value between heuristic types and purchase intentions. A total of 233 valid questionnaires were used for analysis for users using mobile social commerce. The statistical program used SPSS 24.0 and AMOS 24.0, and correlation analysis, regression analysis, and 3-step parametric regression analysis were used for the analysis. Results - The results of the analysis showed that representativeness heuristics, availability heuristics, adjustment heuristics, and affect heuristics had a statistically significant effect on the utilitarian value and the hedonic value. On the other hand, affect heuristics among the heuristic types were found to have the greatest influence not only on the utilitarian value but also on the hedonic value. The two types of shopping value were found to be partially mediated between representativeness heuristics and purchase intentions, between adjustment heuristics and purchase intentions, and fully mediated between availability heuristics and purchase intentions, affect heuristics and purchase intentions. Conclusions - These findings suggest that mobile social commerce companies should check in advance how consumer heuristic types affect purchase intentions. In particular, affect heuristics are caused by consumers' emotional mood such as mood or external stimulus being more important to decision making than rational decision making. Therefore, the result of this study suggests that it can be an important factor to secure the competitiveness that the potential customers who access to use mobile social commerce can feel enough fun and enjoyment in the platform provided by the company. It is also worth paying attention to the utilitarian and hedonic values perceived by consumers. This is because the judgment regarding the economic, convenience and important information provided by the mobile social commerce users affects the purchase intention through the trust of the information, past use, and shopping experience displayed on the mobile social commerce platform.

Impact of Environmental Uncertainty, Trust and Information Technology on User Behavior of Accounting Information Systems

  • DWIRANDRA, A.A.N.B.;ASTIKA, Ida Bagus Putra
    • The Journal of Asian Finance, Economics and Business
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    • 제7권12호
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    • pp.1215-1224
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    • 2020
  • Micro, Small and Medium Enterprises in Denpasar City still face low mastery of technology and financial management, one of which is the application of technology-based accounting information systems (e-commerce) for small and medium enterprises. The research objective was to determine the relationship between environmental uncertainty, trust and ease of information technology moderating behavior in accounting information systems. Research with a quantitative approach, the method used is multiple linear regression with moderated regression analysis. The study population was 816 small and medium enterprises. The sampling method technique was the incidental sampling approach and the Slovin formula so that a sampling of 100 small and medium enterprises that had used e-commerce was determined in the city of Denpasar. The results of research that have been conducted determine the relationship between user behavior in accounting information systems that affect individual performance, the relationship between environmental uncertainty affects accounting information systems mediated by individual performance, while the ease of information technology and its ability to be mediated by individual performance has an effect on the behavior of using accounting information systems. The application of accounting information systems in small and medium enterprises is expected to improve individual performance so as to increase income.

장기이식코디네이터의 감정노동, 소진의 관계에서 전문직 자아개념의 매개 및 조절효과 (The Mediating and Moderating Effect of Professional Self-concept in Relationship between Emotional Labor and Burnout of Organ Transplantation Coordinators)

  • 양야기;유혜숙
    • 기본간호학회지
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    • 제19권2호
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    • pp.158-167
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    • 2012
  • Purpose: To determine the mediating as well as moderating effect on both the emotional labor and burnout of professional self-concept perspective organ transplantation coordinators (OTC)'. Method: A self-report questionnaire was collected from 86 OTCs nationwide. The data were analyzed using t-test, ANOVA, Scheffe' test, Pearson' Correlation Coefficients, AMOS 20.0, and multiple regression. Results: For effects of professional self-concept on emotional labor and burnout, higher emotional labor was related to higher burnout. When professional self-concept was mediated, emotional labor had a greater effect on burnout however, a partial mediating effect was detected. From the regression analysis with the independent variables of emotional labor (A) and professional self-concept (B), adding relation of both variables ($A{\times}B$) increased the explained variance to 56.3% ($p$<.05). It was confirmed that professional self-concept had a moderating effect on emotional labor and burnout. Conclusion: The results of this study indicate that, when professional self-concept was mediated emotional labor of an OTC decreased, and burnout decreased when professional self-concept was high. Also, by controlling professional self-concept, emotional labor and burnout decreased. Therefore, it's necessary to map out the environment and develop strategies to reduce emotional labor and burnout in organ transplantation coordinators.

댄스스포츠 참여 노인의 참여동기, 심리적행복감, 지속의도의 관계 (Relation between Motivation, Psychological Euphoria and Adherence Intention in Elders)

  • 최재희;이화석
    • 한국콘텐츠학회논문지
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    • 제12권12호
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    • pp.156-169
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    • 2012
  • 본 연구는 댄스스포츠 참여 노인을 대상으로 참여 동기와 심리적 행복감 그리고 참여지속의도와의 관계를 규명하여 댄스스포츠 참여를 유도하고, 노인들의 지속적인 활동을 통해 건강하고 행복한 삶을 영위시키고자 하는데 그 목적이 있다. 연구의 자료를 확보하기 위하여 전라북도 J시와 K시에 소재한 노인복지회관과 보건소에서 댄스스포츠 프로그램에 참여하고 있는 노인 263명을 대상으로 설문을 실시하였으며, 설문지 중 부적절하거나 미완성 된 질문 응답지 14부를 제외하고 최종분석 자료는 249명의 자료가 사용되었다. 수집된 설문지는 통계 프로그램인 SPSS Version 18.0 프로그램을 사용하여 분석하였다. 자료 분석 방법은 탐색적 요인분석, 신뢰도 분석, 상관관계 분석 및 다중회귀분석, 3단계 매개회귀분석을 실시하였다. 이상의 연구절차와 자료 분석결과를 기초로 본 연구에서는 다음과 같은 결론을 도출하였다. 첫째, 참여 동기의 하위요인 건강지향과 취미오락지향은 심리적 행복감의 하위요인 성취감과 만족감에 통계적으로 유의한 영향을 미치는 것으로 나타났다. 둘째, 참여 동기의 하위요인 건강지향과 취미오락지향은 참여지속의도에 통계적으로 유의한 영향을 미치는 것으로 나타났다. 셋째, 심리적 행복감의 하위요인 성취감, 만족감은 참여지속의도에 통계적으로 유의한 영향을 미치는 것으로 나타났다. 넷째, 심리적 행복감은 참여 동기와 참여지속의도의 향상을 촉진하는 역할을 하는 것으로 나타났다.

여대생의 스트레스와 정신건강과의 관계에서 사회적 지지의 매개효과 -일부 전문대학 여대생을 중심으로- (Mediating Effect of Social Support on the Relation between the Stress and Mental Health of Female College Students)

  • 소미현
    • 한국학교ㆍ지역보건교육학회지
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    • 제16권1호
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    • pp.15-25
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    • 2015
  • Objectives: The purpose of this study was to identify the mediated effect of social support in relationship of stress and mental health of woman college students. Methods: Data were collected by distributing self recording type questionnaire to 336 woman students in three universities placed in Gyeonggi-do, who agreed attending to the research, and then were re-collected. The statistical methods used for data analysis were the descriptive statistics, frequency analysis, One-way ANOVA test, Pearson correlation coefficient, hierarchial regression analysis. Results: 1. According to the research, it appeared that social support differed depending on the grade the one is in(F=10.643, p<0.05), and mental health(F=3.446, p<0.05) and social support(F=2.444, p<0.05) differed depending on the family's economical level. 2. As the result of analysis of relationship of objects' mental health, stress, and social support, it appeared that mental health and stress(r=-0.605, p<0.01), mental health and social support(r=0.276, p<0.01) have relationship to each other. 3. As the result of hierarchial regression analysis for verifying the mediated effect of social support in relationship of research objects' stress and mental health, it showed that social support partially mediate in relationship of stress and mental health. Conclusion: The program which can intensify woman college students' social support and decrease stress needs to be developed and provided, in order to arrange solution of promoting woman students' mental health.

자아존중감, 일반적 자기효능감과 창의적 인성의 관계 (Relationships Between Self-esteem, General Self-efficacy and Creative Personality)

  • 성은현
    • 아동학회지
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    • 제26권1호
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    • pp.217-228
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    • 2005
  • The present study explored relationships between self-esteem, general self-efficacy and creative personality. The responses of 113 university students on self-esteem, general self-efficacy, and creative personality scales were collected and analyzed by Cronbach a tests, Pearson correlations and multiple regression analysis. The results showed that, first, there were significant positive relationships between self-esteem, general self-efficacy and creative personality. Second, the effects of self-esteem on creative personality were mediated by general self-efficacy. Finally, multiple regression analysis demonstrated that self-regulation and self-confidence among the sub-factors of general self-efficacy were good predictors of the creative personality. From these results we conclude that it is important to improve general self-efficacy in order to develop creative personality.

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