• 제목/요약/키워드: Structural Equation Modeling Analysis

검색결과 1,288건 처리시간 0.028초

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

  • Liu, Zi-Yang;Meng, Jia
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 한국컴퓨터정보학회 2019년도 제60차 하계학술대회논문집 27권2호
    • /
    • pp.407-408
    • /
    • 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.

  • PDF

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

  • Joo, Youngjong;Oh, Jun;Jung, TaeHoi;Kim, Byungjik;Park, Kyoshik
    • Journal of the Korean Society of Safety
    • /
    • 제36권3호
    • /
    • pp.60-65
    • /
    • 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.

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

  • Lee, Yu-ri;Park, Jeong-Sook
    • Journal of the Korea Convergence Society
    • /
    • 제10권2호
    • /
    • pp.293-299
    • /
    • 2019
  • This study aimed to analyze the relationship between interpersonal problem, stress coping strategies and mental health for university students at risk of smartphone addiction using a structural equation modeling. Key results of the analysis were as follows. The interpersonal problem increased the severity of mental health. Stress coping strategies had partial mediating effects in the relationship between interpersonal problem and mental health. Passive coping strategy was risk factor and Active coping strategy was protective factor. Based on these results, various interventions for improving mental health for university students at risk of smartphone addiction were suggested.

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
    • /
    • 제14권4호
    • /
    • pp.431-437
    • /
    • 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.

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

  • Park, Eun-Young
    • The Journal of the Korea Contents Association
    • /
    • 제9권10호
    • /
    • pp.206-217
    • /
    • 2009
  • The purpose of this study was to investigate the cause-effect relationship between motor impairments, hand function, gross motor function and activities of daily living (ADL) in children with cerebral palsy through the analysis of structural equation modeling. For this, 105 children with cerebral palsy (between 6 and 12 years old) were assessed about muscle tone and strength, range of motion, abilities of selective motor control, hand function, gross motor function and ADL. The results of this study were follows: Firstly, there were significant correlations between motor impairments of muscle tone, muscle strength, the abilities of selective motor control and ADL (p < .05); Secondly, a good correlation between the gross motor function, hand function and ADL was found in all children (p < .05); Thirdly, the appropriateness of research model was good. This study focused on exploration of the relationship between the motor impairment, gross motor function, hand function and ADL through structural equation modeling.

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

  • Lim, Youngho;Chung, Younshik;Jang, Mincheol;Kim, Jong-Jin
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • 제44권4호
    • /
    • pp.513-518
    • /
    • 2024
  • When introducing a new policy or technology, it is common for both opposing and approving opinions to exist. In particular, identifying factors that influence opposing opinions can be the first step to successfully introducing new policies or technologies. The purpose of this study is to identify the factors affecting the acceptability of tram, a new transportation mode, in urban areas of Jeju. For this purpose, a survey was conducted on 326 Jeju residents and 104 tourists for eight days, and the surveyed data was analyzed for the main factors affecting acceptability using structural equation modeling (SEM). As a result, it was found that the higher the recognition of tram operation characteristics, the more positive the acceptability. In particular, while tram operation in downtown Jeju was evaluated positively from the perspective of the convenience of using public transportation and the urban environment, it was evaluated negatively from the perspective of traffic crashes, congestion, and pedestrian safety due to traffic conflicts. These results are expected to be used as a basis for establishing policies to successfully adopt trams in Jeju City in the future.

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

  • Kim Gye-Soo
    • Journal of the Korean Operations Research and Management Science Society
    • /
    • 제29권3호
    • /
    • pp.129-144
    • /
    • 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
    • The Journal of Industrial Distribution & Business
    • /
    • 제10권5호
    • /
    • pp.7-20
    • /
    • 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.

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

  • 김계수
    • Journal of the Korean Operations Research and Management Science Society
    • /
    • 제27권3호
    • /
    • pp.41-57
    • /
    • 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
    • Journal of Distribution Science
    • /
    • 제18권7호
    • /
    • pp.5-17
    • /
    • 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.