• 제목/요약/키워드: Structural Equation Modeling Analysis

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Examining the Relationship among Organizational Justice, Athlete Satisfaction, Team Commitment, and Organizational Citizenship Behavior in College Athletes

  • Keunsu HAN;Jaehyun HA
    • Journal of Sport and Applied Science
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    • 제8권1호
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    • pp.1-10
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    • 2024
  • The purpose of this study was to examine the structural relationship among organizational justice, athlete satisfaction, team commitment, and organizational citizenship behavior toward college athletes. To achieve this purpose, this study employed a convenience sampling method via a questionnaire dissemination. A total of 285 responses were collected from college athletes. Among those, 21 responses were excluded as they were not completed, leaving 264 usable data. The data was computed in SPSS 28.0 and AMOS 28.0, and analyzed with correlation analysis, reliability analysis, confirmatory factor analysis, and structural equation modeling analysis. Overall, organizational justice had a positive influence on athlete satisfaction, team commitment, and organizational citizenship behavior. Athlete satisfaction had a positive influence on team commitment and organizational citizenship behavior. However, there was no relationship between team commitment and organizational citizenship behavior. These findings provided empirical foundational data on the impact of organizational justice on psychological and behavioral outcomes and the overall efficiency and effectiveness of organizations, with a focus on college athletes who played a central role in the context of college sports setting.

청보리 생산량의 기후요인 분석을 위한 베이지안 구조방정식 모형 (Bayesian structural equation modeling for analysis of climate effect on whole crop barley yield)

  • 김문주;전민희;성경일;김영주
    • 응용통계연구
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    • 제29권2호
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    • pp.331-344
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    • 2016
  • 청보리는 국내에서 자급자족되는 중요한 동계 풀사료이다. 본 연구는 구조방정식 모형을 이용하여 온도, 강수 및 일조시간과 관련 있는 기후요인이 청보리의 생산량에 미치는 경로와 영향력을 파악하였다. 청보리의 소표본 자료의 한계를 보완하기 위하여 베이지안 구조방정식 방법을 사용하였다. 베이지안 방법의 사전분포로 표준정규분포, 청보리 자료의 빈도론적 구조방정식 결과와 가장 대중적인 동계 풀사료인 이탈리안 라이그라스의 빈도론적 구조방정식 결과를 이용하였다. 또한, 사전분포의 헤이우드 케이스 수정을 하지 않은 경우와 수정한 경우에 대하여 구한 사후분포의 결과를 비교하여 동계작물의 생육특성과 잘 부합하는 사전분포를 탐색하였다. 분석 결과, 사전분포의 헤이우드 케이스를 수정하여 이탈리안 라이그라스의 빈도론적 구조방정식 결과를 사전분포로 사용하는 것이 가장 적절하였다. 그러므로 본 연구의 베이지안 접근법을 통해 표본 수집이 어려운 풀사료 연구에 좋은 제안이 될 것이다.

스마트 기기 상에서의 소셜 네트워크 게임의 사용자 수용 연구: 확장된 기술수용모형 (User Acceptance of Social Network Games on Smart Devices: An Extension to the Technology Acceptance Model)

  • 김수연;이상훈;황현석
    • 한국산업정보학회논문지
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    • 제16권5호
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    • pp.173-184
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    • 2011
  • 스마트 폰, 스마트 패드, 태블릿 등의 스마트 기기가 확산됨에 따라 일상생활에서 업무수행까지 다양한 범위와 용도로 스마트 기기가 널리 활용되고 있다. 사용자들이 가장 많이 이용하는 애플리케이션 중 하나가 게임 관련 분야이며 특히 소셜 네트워크 상에서 이루어지는 소셜 네트워크 게임은 게임 관련 앱 중에서 인기도 상위에 위치할 정도로 저변과 이용자가 늘고 있다. PC 게임이나 온라인 게임에 대한 연구는 많이 이루어져 왔으나 스마트 기기 상에서 이루어지는 소셜 네트워크 게임의 수용에 관한 연구는 거의 이루어지지 않고 있다. 본 연구에서는 스마트 기기 상에서의 소셜 네트워크 게임에 대한 기술수용모형을 설정하고 분석하였다. 기존의 기술수용모형에 소셜 네트워크 게임이 갖는 특징을 반영하기 위하여 사회적 상호작용, 이동성, 주관적 규범, 플로우 등의 추가적인 요인을 도입하여 확장된 기술수용모형을 수립하였으며 모형의 구조적인 관계를 밝히고자 구조방정식모형을 분석하고 결과와 함의를 기술하였다.

보육교사의 사회적 지지, 직무스트레스, 소진 간 구조관계 (Structural Relationship Between Social Support, Job Stress, and Child Care Teachers' Burnout)

  • 김명수;이종훈
    • 한국융합학회논문지
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    • 제8권10호
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    • pp.281-294
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    • 2017
  • 본 연구의 목적은 보육교사의 소진에 영향을 미치는 사회적 지지, 직무스트레스 변인 간 구조관계를 분석하는데 있다. 연구대상은 어린이집에 재직 중인 보육교사 432명으로 하였다. 수집된 자료는 SPSS 21. 0 및 AMOS 22.0 통계프로그램을 이용하여 구조방정식 모델을 설정하고 분석하였다. 본 연구의 주요 결과는 첫째, 사회적 지지는 보육교사의 직무스트레스에 직접적인 영향을 미치는 것으로 나타났다. 둘째, 사회적 지지는 보육교사의 소진에 직접 효과는 나타나지 않고 간접효과가 있는 것으로 나타났다. 셋째, 보육교사의 직무스트레스는 보육교사의 소진에 직접효과가 있는 것으로 나타났다. 이상의 분석결과를 통해 보육교사의 소진 감소 방안으로는 구성원의 사회적 지지 강화 및 정부의 제도적 지원이 필요시 된다.

병원 재무비율 지표들 간의 구조적인 관계 분석 (An Analysis of Structural Relationships among Financial Indicators of Hospitals in Korea: Applying Structural Equation Modeling(SEM))

  • 정민수;이건형;최만규
    • 보건행정학회지
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    • 제18권2호
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    • pp.19-38
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    • 2008
  • Financial ratios are key indicators of an organization's financial and business conditions. Among various financial indicators, profitability, financial structure, financial activity and liquidity ratios are frequently used and analyzed. Using the structural equation modeling(SEM) technique, this study examines the structural causal relationships among key financial indicators. Data for this study are taken from complete financial statements from 142 hospitals that passed the standardization audit undertaken by the Korean Hospital Association from 1998 to 2001 for the purpose of accrediting teaching hospitals. In order to improve comparability, ratio values are standardized using the Blom's normal distribution. The final model of the SEM has four latent constructs: financial activity(total asset turnover, fixed asset turnover), liquidity(current ratio, quick ratio, collection period), financial structure(total debt to equity, long-term debt to equity, fixed assets to fund balance), and profitability(return on assets, normal profit to total assets, operating margin to gross revenue, normal profit to gross revenue). While examining several model fit indices(Chi-square (df) = 178.661 (40), likelihood ratio=4.467, RMR=.11, GFI=.849, RMSEA=.157), the final SEM we employed shows a relatively good fit. After examining the path coefficient of the constructs, the financial structure of the hospital affects the hospital's profitability in a statistically significant way. A hospital which utilizes its liabilities, more specifically fixed liabilities, and makes a stable investment decision for fixed assets was found to have a higher profitability than other hospitals. Then, the standard path coefficients were examined to directly compare the influence of variables. It was found that there were no statistically significant path coefficients among constructs. When it comes to variables, however, statistically significant relationships were found. between. financial activity and. fixed. asset turnover, and between profitability and normal profit to gross revenue. These results show that the observed variables of fixed asset turnover and normal profit to gross revenue can be used as indicators representing financial activity and profitability.

일부 치과위생사의비판적 사고경향과 임상적 의사결정이 윤리적 딜레마에 미치는 영향 (The Effects of Critical Thinking and Clinical Decision-Making on Ethical Dilemmas by Some Dental Hygienists)

  • 강현경
    • 보건의료산업학회지
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    • 제9권1호
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    • pp.67-79
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    • 2015
  • The aim of this descriptive cross-sectional study was determine the effect of critical thinking and clinical decision-making on ethical dilemmas. A survey of dental hygienists residing in Busan and South Gyeongsang, Korea was conducted using convenience sampling between September and December, 2013. A total of 153 responses were used in the final analysis. Data analysis and structural equation modeling were performed with IBM SPSS Statistics(version 21.0) and AMOS(version 18.0) programs. A negative(-) correlation coefficient(-0.37) was observed between critical thinking and ethical dilemmas on statistical analysis, i.e., higher critical thinking led to less ethical dilemmas(p=0.024, CR=-2.264). The values from the structural equation model were ${\chi}^2=98.124$ df=66, GFI=0.919, AGFI=0.871, and RMSEA=0.057. This study proposed a theoretical model in which critical thinking, ethical values, and decision-making skills should be firmly established to effectively respond to specific situations, such as ethical dilemmas, and that greater tendencies for critical thinking led to less ethical dilemmas, thereby demonstrating a negative(-) correlation between the two parameters.

Tourists' Satisfaction towards Bao Loc City, Vietnam

  • GIAO, Ha Nam Khanh;HANG, Tran Dieu;SON, Le Thai;KIEM, Dinh;VUONG, Bui Nhat
    • The Journal of Asian Finance, Economics and Business
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    • 제7권7호
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    • pp.269-277
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    • 2020
  • Bao Loc City is the new tourism destination in Lam Dong province, Vietnam, where more and more tourists have been drawn to pay a visit. This study aims to test the correlative impact of tourism service quality factors on satisfaction of the tourists who have visited Bao Loc City. The key theory used in this study is SERVQUAL scale. The survey sample consists of 350 tourists who stayed overnight in Bao Loc City in the last quarter of 2019; 315 valid survey questionnaires could be used for the analysis. The research applied Cronbach's Alpha, exploratory factor analysis (EFA), confirmatory factor analysis (CFA), structural equation modeling (SEM), and bootstrap test. The results show that the satisfaction of the tourists who have visited Bao Loc City has been affected statistically by three factors: (1) Responsiveness; (2) Reliability; and (3) Empathy, which were ranked by descending importance. Surprisingly, the research found that Tangibles and Assurance do not have an impact on tourists' satisfaction towards Bao Loc City. The research formulates some suggestions to the city policy-makers and the tourism businesses management in Bao Loc City in order to enhance tourists' satisfaction through improving the tourism service quality at Bao Loc City.

구조방정식 모델을 이용한 사회경제적 수준과 치주질환과의 연관성 (Relationship between socioeconomic status and periodontal disease using Structural Equation Modeling)

  • 황수연;양진영;김기은
    • 한국치위생학회지
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    • 제18권6호
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    • pp.979-986
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    • 2018
  • Objectives: The purpose of this study was to investigate the relationship between socioeconomic status and periodontal disease. Methods: The data used for the analysis were obtained from the sixth Korean National Health and Nutrition Examination Survey (2015). A total of 5,632 adults, aged over 19 years, were included in the study. This study analyzed data relating to socioeconomic status and health behaviors. The socioeconomic status was defined as an exogenous factor. Periodontal disease was the endogenous variable. Health behavior was a mediating variable. The study hypotheses were tested using Structural Equation Modeling analysis with Mplus 7.0 software. Results: According to the model fit test, the associated root-mean-square error was 0.05 (90% CI: 0.046-0.059); comparative fit index was 0.93; Tucker-Lewis index was 0.88; and standardized root-mean-square residual was 0.03. We found that socioeconomic status had significant effects on health behaviors (${\beta}=0.304$, p<0.001) and periodontal disease (${\beta}=-0.289$, p=0.001). Moreover, health behaviors had significant effects on periodontal diseases (${\beta}=0.143$, p<0.001). The analysis of a possible relationship between socioeconomic status and periodontal disease using path analysis demonstrated health behaviors difficulties, along with direct and indirect effects, further increased the risk of periodontal disease. Conclusions: The findings suggest that future interventions for the prevention of periodontal disease should consider health behavior.

Dam-reservoir-foundation interaction effects on the modal characteristic of concrete gravity dams

  • Shariatmadar, H.;Mirhaj, A.
    • Structural Engineering and Mechanics
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    • 제38권1호
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    • pp.65-79
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    • 2011
  • Concrete hydraulic structures such as: Dams, Intake Towers, Piers and dock are usually recognized as" Vital and Special Structures" that must have sufficient safety margin at critical conditions like when earthquake occurred as same as normal servicing time. Hence, to evaluate hydrodynamic pressures generated due to seismic forces and Fluid-Structure Interaction (FSI); introduction to fluid-structure domains and interaction between them are inevitable. For this purpose, first step is exact modeling of water-structure and their interaction conditions. In this paper, the basic equation involved the water-structure-foundation interaction and the effective factors are explained briefly for concrete hydraulic structure types. The finite element modeling of two concrete gravity dams with 5 m, 150 m height, reservoir water and foundation bed rock is idealized and then the effects of fluid domain and bed rock have been investigated on modal characteristic of dams. The analytical results obtained from numerical studies and modal analysis show that the accurate modeling of dam-reservoir-foundation and their interaction considerably affects the modal periods, mode shapes and modal hydrodynamic pressure distribution. The results show that the foundation bed rock modeling increases modal periods about 80%, where reservoir modeling changes modal shapes and increases the period of all modes up to 30%. Reservoir-dam-foundation interaction increases modal period from 30% to 100% for different cases.

구조방정식을 이용한 문화예술의 거리의 가로경관 이미지 분석 (Analysis of Streetscape Image in Cultural District Using Structural Equation Model)

  • 김명수
    • 한국도로학회논문집
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    • 제16권6호
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    • pp.137-147
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    • 2014
  • PURPOSES : Daejeon is basically divided into an old downtown and a new downtown, and the recent relocation of the Chungcheongnam-do Provincial Government of Republic of Korea from the old downtown and the opening of governmental buildings in the new downtown as well have made this new downtown only densely populated with industrial and business facilities. Such changes in the downtowns have promoted the conditions of the new downtown while, consequently, dragging down the old downtown. Out of concern for those unbalanced developments of the two downtowns, Daejeon is now carrying out several city projects to revive the old downtown. In the light of that, as a part of the project to promote the old downtown, this study aims to conduct an evaluation on landscape of the culture and arts street in Daeheungdong which was built upon those ideas of a theme street project by Daejeon. METHODS : Based on the findings from the questionnaire not only on the components that would design the streetscape of the culture and arts street but also on the public satisfaction with the streetscape, the study defined how those changes in the components affect emotional factors of the pedestrians. In order to achieve the research goal, the study made changes in D/H ratio of the street structural components as well as the roadside trees. In terms of the questionnaire method, the study used the SD scale, and proceeded with its investigation through the frequency analysis, the principal component analysis (the factor analysis) and the structural equation model. RESULTS : According to the results from the factor analysis and the regression analysis, of those three factors, such as the openness, the comfortable sensation and the safety, the openness followed by the comfortable sensation and the safety was determined to have the most positive influence on the total satisfaction. The structural model analysis reported that the D/H and the structural components of the roadside trees and planting have a positive effect on the emotional image, and this emotional image also appeared to be positively related to the total satisfaction. CONCLUSIONS : This study looked into how the changes in the street structural components of the culture and arts street in Daeheungdong would affect the satisfaction with the streetscape, and finally confirmed that the D/H and the planting are what would have a positive effect on this satisfaction. What has been learned from this study will be the basic data to figure out how to promote and improve the culture and arts street in Daeheung-dong as this data will also help designing and developing of those specialized streets in other regions.