• 제목/요약/키워드: Structural Equation Modeling Analysis

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중국 레저푸드 전자상거래의 서비스 품질이 소비자 만족도에 미치는 영향에 관한 실증분석 (Empirical Analysis on the Influence of Service Quality of Leisure Food E-Commerce in China on Consumer Satisfaction Degree)

  • Liu, Zi-Yang;Meng, Jia
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2019년도 제60차 하계학술대회논문집 27권2호
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    • pp.407-408
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    • 2019
  • This thesis determines the research framework and scale design of leisure food E-Commerce consumer satisfaction degree by referring to previous theoretical model of customer satisfaction degree, the universal satisfaction evaluation index system, and the characteristics of leisure food E-Commerce in China. In this research, consumers who have bought leisure food online are taken as the research object, data are collected by questionnaires, and exploratory factor method is used to screen valid sample data. Through the Empirical Analysis which includes Descriptive Statistical Analysis, Reliability and Validity Analysis and Structural Equation Modeling, it is concluded that website design, logistics delivery service, commodity quality, and after-sales service are the main service quality on which the Leisure food E-Commerce enterprises should take focus. The service quality has significant positive influences on satisfaction degree. On the other hand consumer satisfaction has a significant positive influence on customer loyalty, which will create more earnings for the Leisure food E-Commerce enterprises.

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구조방정식모형을 이용한 휴먼에러 영향요인 분석 (Analysis of Human Error Influencing Factor Using SEM (Structural Equation Modeling))

  • 주영종;오준;정태회;김병직;박교식
    • 한국안전학회지
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    • 제36권3호
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    • pp.60-65
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    • 2021
  • Human error is often in part in the cause of accidents and the result of various factors in an organization. Accidents should be investigated to elucidate all causes. Therefore, to reduce accidents, it is necessary to identify which factors affect human error within the organization. In this study, five groups of influencing factors on human error were selected using previousresearch, and operational definitions were made based on them. In addition, a questionnaire for measuring latent variables by operational definition was developed as an observation variable, and responses were received from employees of chemical companies in Ulsan. Based on SEM (structural equation modeling) analysis, 1) confirmatory factor analysis of variables in the human error model, 2) reliability and validity of latent variables, 3) correlations among latent variables, 4) influencing coefficients among influence factors, and 5) the verification results of the paths that these influencing factors have on human error are introduced in this study.

스마트폰중독 위험군 대학생의 대인관계문제, 스트레스 대처방식, 정신건강의 구조모형분석 (A study on the Structural Equation Modeling of Interpersonal problem, Stress coping strategy, Mental health of University students at risk of Smartphone addiction)

  • 이유리;박정숙
    • 한국융합학회논문지
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    • 제10권2호
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    • pp.293-299
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    • 2019
  • 본 연구의 목적은 구조방정식모형을 활용하여 스마트폰중독 위험군 대학생의 대인관계문제, 스트레스대처방식, 정신건강의 관계를 분석하는 것이다. 연구 결과, 대인관계문제는 정신건강의 심각성을 악화시키는 직접적 영향력을 미치는 것으로 나타났다. 스트레스대처전략은 대인관계문제와 정신건강 사이의 영향관계에서 부분 매개효과를 갖는 것으로 나타났고, 소극적 대처는 위험요인, 적극적 대처는 보호요인으로 분석되었다. 이러한 결과를 바탕으로 스마트폰중독 위험군 대학생의 정신건강 증진을 위한 다양한 실천적 정책적 개입전략을 제시하였다.

Association Between Social Support, and Depressive Symptoms Among Firefighters: The Mediating Role of Negative Coping

  • Liang Wang;Fengqiong Chen;Yulu Zhang;Mengliang Ye
    • Safety and Health at Work
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    • 제14권4호
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    • pp.431-437
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    • 2023
  • Background: Depressive symptoms (DS) can erode physical and mental health; social support (SS) is considered a buffer for DS and a promoter for improving coping and recovery abilities. However, there is almost no research on the mediating role of negative coping (NC) in SS and DS, especially among firefighters. Methods: A cross-sectional survey was conducted among firefighters in Chongqing, China, and the valid data of 407 firefighters were collected through questionnaires distributed on the WeChat platform in 2020. Statistical Product and Service Solutions (SPSS) 26.0 is used for descriptive statistics and correlation analysis. Structural equation modeling was adopted to analyze the association among SS, NC, and DS. The mediation effect is also evaluated. Results: Firefighters' detection rate of DS is 23.3%, and when they receive more SS were less likely to develop DS. NC was positively correlated with DS (β = 0.54, p < 0.001) after controlling for SS. Besides, the results of structural equation modeling showed that NC partially mediates the relationship between SS and DS (standard error = 0.039, indirect effects = 0.109, 95% confidence interval: 0.047-0.200 p < 0.001). Conclusion: NC has a partial indirect effect between SS and DS among firefighters. SS could not only affect DS directly but also indirect work on it by affecting NC. This discovery will be a novel and meaningful part of the research on the firefighter population.

뇌성마비 아동의 일상생활동작에 영향을 미치는 요인에 관한 구조방정식 모형 검증 (Structural Equation Modeling of Factors Contributing to Activities of Daily Living in Children With Cerebral Palsy)

  • 박은영
    • 한국콘텐츠학회논문지
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    • 제9권10호
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    • pp.206-217
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    • 2009
  • 이 연구는 뇌성마비 아동의 운동손상, 손기능, 대동작 기능과 일상생활동작 수행능력 간의 인과관계를 구조방정식 모형 검증을 통해 알아보기 위해 실시되었다. 이를 위해 만 6~12세 뇌성마비 아동 105명을 대상으로 근긴장도, 근력, 관절가동범위, 선택적 운동조절 능력, 손기능, 대동작 기능, 일상생활동작 수행능력 평가를 실시하였다. 이 연구의 결과는 다음과 같았다: 첫째, 운동손상 변인 중 근긴장도, 근력, 선택적 운동조절 능력은 일상생활동작 수행능력의 하위 영역과 상관이 유의한 것으로 나타났다(p < .05); 둘째, 대동작 기능과 손기능은 일상생활동작 하위 영역과 유의한 상관이 있는 것으로 나타났다(p < .05); 셋째, 뇌성마비 아동의 운동손상, 손기능, 대동작 기능과 일상생활동작 수행능력과의 관계를 알아보기 위해 구조방정식 모형 검증을 실시한 결과, 이 연구의 모형은 적합도가 양호한 것으로 나타났다. 이 연구는 뇌성마비 아동의 운동손상, 손기능, 대동작 기능과 일상생활동작 수행능력 간의 관계를 구조방정식 모형 검증을 통해 규명하였다는데 의의가 있다.

구조방정식을 활용한 제주 도심지역 트램 도입 수용성 분석 (Acceptability Analysis of Tram Adoption in Jeju Urban Areas Using a Structural Equation Modeling)

  • 임영호;정연식;장민철;김종진
    • 대한토목학회논문집
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    • 제44권4호
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    • pp.513-518
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    • 2024
  • 새로운 기술 혹은 정책의 도입에는 반대의견과 찬성의견이 양립하는 것이 일반적이다. 특히, 반대의견에 영향을 미치는 요인의 파악은 새로운 기술 혹은 정책을 성공적으로 도입하기 위한 첫 단계가 될 수 있다. 본 연구의 목적은 제주 도심지역에 신교통수단인 트램 도입 수용성에 영향을 미치는 주요 요인을 파악하여, 성공적인 트램도입에 대한 기반을 마련하는 것이다. 이를 위해 약 8일간 제주도민 326명과 관광객 104명을 대상으로 설문조사를 실시하였으며, 조사된 자료는 구조방정식(Structural Equation Modeling, SEM) 기반 수용성 영향 요인을 분석하였다. 분석 결과, 트램 운영 특성에 대한 인지도가 높을수록 수용성에 긍정적인 것으로 나타났다. 특히, 제주 시내에서 트램 운영은 대중교통 이용 편의성이나 도시 환경 측면에서는 긍정적으로 평가하는 반면, 교통상충으로 인한 교통사고, 혼잡, 보행자 안전 측면에서는 부정적으로 평가하는 것으로 나타났다. 이러한 결과는 향후 제주시에서 성공적인 트램 도입을 위한 기초자료로 활용될 것으로 기대된다.

6-sigma 품질경영 : 6시그마 정의와 추진환경 실천역량, 경영성과와의 인과관계에 관한 연구 -제조부문을 중심으로- (6-sigma Quality Management: Defining and Analyzing Causal Relationships 6-sigma Drivers, Action Competency, Management Performance - in the Manufacturing Sector -)

  • 김계수
    • 한국경영과학회지
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    • 제29권3호
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    • pp.129-144
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    • 2004
  • The goal of this study is to stress the importance of 6sigma quality management in improving the inner capabilities of manufacturing and the performances of the company. Six Sigma is widely recognized today as a process improvement methodology that can cut costs and eliminate defects in manufacturing processes. In this exploratory analysis. a model is developed and tested to fit research model with the structural equation modeling analysis. In conclusion. 6sigma leadership and flexible organizational culture are the important drivers among 6sigma activities. IT management strategy is significantly related to 6sigma quality management. 6sigma quality management is significantly related to financial performance. In addition. customer satisfaction is significantly related to financial performance.

A Study on Factor Analytical Methods and Procedures for PLS-SEM (Partial Least Squares Structural Equation Modeling)

  • YIM, Myung-Seong
    • 산경연구논집
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    • 제10권5호
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    • pp.7-20
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    • 2019
  • Purpose - This study provides appropriate procedures for EFA to help researchers conduct empirical studies by using PLS-SEM. Research design, data, and methodology - This study addresses the absolute and relative sample size criteria, sampling adequacy, factor extraction models, factor rotation methods, the criterion for the number of factors to retain, interpretation of results, and reporting information. Results - The factor analysis procedure for PLS-SEM consists of the following five stages. First, it is important to look at whether both the Bartlett test of sphericity and the KMO MSA meet the qualitative criteria. Second, PAF is a better choice of methodology. Third, an oblique technique is a suitable method for PLS-SEM. Fourth, a combined approach is strongly recommended to factor retention. PA should be used at the onset. Next, it is recommended using the K1 criterion. In addition, it is necessary to extract factors that increase the total variance explanatory power through the PVA-FS. Finally, it is appropriate to select an item with a factor loading into 0.5 or higher and a communality of 0.5. Conclusions - It is expected that the accurate factor analysis processed for PLS-SEM as previously presented will help us extract more precise factors of the structural model.

공공부문에서 MB모형을 이용한 품질경영 인과모형의 구축에 관한 탐색적인 연구: 자치행정부문을 중심으로 (A Empirical Study on the Development of Quality Management used MB Model in Public Sector: Focused on Autonomy Administration)

  • 김계수
    • 한국경영과학회지
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    • 제27권3호
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    • pp.41-57
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    • 2002
  • In this paper, I investigate the impact of quality management activities on the public sector within the framework of Malcolm Baldrige (MB) national qualify model. The Structural Equation Modeling approach has been employed to investigate the cross influences among the seven MB categories. This empirical study shows that a number of statistical hypotheses are significant. The leadership category is the most important driver among the quality management activities. This, in turn, implies that the main source in quality management is to foster a solid qualify oriented leadership system. Categories such as Information Analysis, Strategic Planning, Human Resource Development and Management, and Process Management are significantly related to the Customer Satisfaction category. In addition, leadership, Information Analysis, and Customer Satisfaction categories ere significantly influential to Management Performance.

Do resilience and work engagement enhance distribution manager performance? A study of the automotive sector

  • LHALLOUBI, Jaouad;IBNCHAHID, Fatima
    • 유통과학연구
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    • 제18권7호
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    • pp.5-17
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    • 2020
  • Purpose: The purpose of this study is to examine the influence of resilience and work engagement on performance of managers in the automotive sector in Morocco. It analyses the mediating effect of work engagement between resilience and manager performance. Though earlier studies have focused on the effect of resilience on employee performance and work engagement. none has looked at the mediating role of work engagement in this context. Thus, the present paper attempts to fill this literature gap. Research design, data and methodology: A confirmatory survey was conducted among a sample of 196 employees of automobile companies in Tangier-Morocco. A structural equation analysis using SmartPLS was performed while Preacher and Hayes (2008) method was used to analyze the mediation effect. Results: a) Manager resilience has a positive influence on work engagement, which further influences their performance; b) there is a statistically insignificant relationship between resilience and manager performance; c) Structural equation modelling analysis shows that work engagement partially mediates the relationship between resilience and manager performance. Conclusion: Theoretical contributions, practical implications, and future research directions are discussed.