• 제목/요약/키워드: SEM(Structural equation modeling)

검색결과 700건 처리시간 0.026초

강소농교육 참여 농업인의 직무성과와 학습지향성, 자기효능감, 학습전이의 구조적 관계 (Structural Relations of Learning Orientation, Self-Efficacy, Learning Transfer and Job Performance of Farmers who Participated in the Strong and Small Farms Education)

  • 김사균;양석준
    • 농촌지도와개발
    • /
    • 제22권4호
    • /
    • pp.455-464
    • /
    • 2015
  • The purposes of this study are to explain and identify the frame of structural relations of learning orientation, self-efficacy, learning transfer and job performance of farmers who participated in the strong and small farms education. This is an experimental research with the data collected from 495 farmers who have taken the farm education. Based on the collected data, the study conducted a structural equation modeling(SEM) to confirm the validity and analyze the structural relations of the suggested model. Using measured and latent variables drew from the analyses, the study set a structural equation model and tested the model by analysis of the structural equation modeling with AMOS 18.0. The results found from the empirical analysis can be summarized as follows. 1) Learning orientation and self-efficacy positively influenced job performance through learning transfer. 2) The hypothesis that learning orientation would have direct impact on job performance was not supported. 3) The strong and small farms education is useful to expand learning transfer and to enhance job performance. So, government policy support has to reinforce learning support on farmers in order to achieve high performance of learning and job management through farm educations.

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
    • /
    • 제18권2호
    • /
    • pp.19-38
    • /
    • 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.

아동이 지각하는 사회적 지지, 자기조절력, 주관적 안녕의 인과적 구조분석 (Structural Equation Modeling of Perceived Social Support, Self-Control, and Subjective Well-Being of Children)

  • 정혜영;이경화
    • 아동학회지
    • /
    • 제29권4호
    • /
    • pp.167-179
    • /
    • 2008
  • This study used Structural Equation Modeling(SEM) to test causal relationships among perceived social supports, self-control, and subjective well-being in a sample of 325 5th and 6th grade elementary school children. Correlations of observed variables showed statistically significant among perceived social support, self-control, and subjective well-being. The goodness-of-fit of the hypothetical structural model in the study, perceived social support having direct effects on self-control and subjective well-being, and self-control, retaining the influence of perceived social support, having effects on subjective well-being-showed fairly acceptable levels. The results revealed that perceived social supports increase children's subjective well-being, and these supports also increase children's self-control, which indirectly influences children's subjective well-being.

  • PDF

구조방정식모형을 이용한 교통정보 제공수단에 대한 태도가 교통정보 만족도와 확장에 미치는 영향에 관한 연구 (A study on the effect of traffic information satisfaction & expansion by the attitude on traffic information media using the Structural Equation Modeling)

  • 김경범;황경수
    • 한국산학기술학회논문지
    • /
    • 제13권10호
    • /
    • pp.4453-4461
    • /
    • 2012
  • 본 연구에서는 VMS와 인터넷 이용경험에 따른 태도, 제공되는 교통정보에 대한 이용자의 만족도, 그리고 교통정보 확장여부에 영향을 미치는 요인들간의 구조적인 관계를 파악하고자 하였다. 분석결과, VMS 이용경험에 따른 태도는 교통정보의 만족도와 교통정보의 확장성에도 정(+)의 영향을 미치는 것으로 나타났다. 그러나 교통정보의 만족도는 교통정보의 확장성에 유의미한 영향을 미치지 않는 것으로 나타났다. 즉, VMS 이용경험에 따른 태도가 교통정보의 만족도와 확장성 여부를 결정하는 주요 요인임을 파악할 수 있었다. 따라서 도로변의 VMS 이용경험이 긍정적일 경우 교통정보에 대한 만족도가 높을 뿐만 아니라 교통정보의 확장여부에도 긍정적으로 평가함을 알 수 있다.

구조방정식 모형을 이용한 대학도서관 서비스 품질 평가 (An Evaluation of Service Quality in University Library Using Structural Equation Modeling)

  • 윤기찬;이순철
    • 한국도서관정보학회지
    • /
    • 제40권3호
    • /
    • pp.337-365
    • /
    • 2009
  • 본 연구는 대학 도서관의 서비스 품질 측정을 통한 이용자 만족과 재이용의도에 미치는 영향을 분석함으로서 대학도서관의 서비스 품질의 향상 방안에 대해 모색해 보고자 시행되었다. 이를 위해 LibQUAL+에서 사용된 척도를 대상으로 대학 도서관의 서비스 품질에 대해 측정해 보고, 측정된 결과를 토대로 이용자 만족과 재이용 의도에 미치는 영향에 대해 구조방정식(SEM)모형을 통해 분석하였다. 그 결과를 종합해 보면 정보통제, 도서관 장소, 서비스 영향력 순으로 대학 도서관의 서비스 품질에 많은 영향력을 미치는 것으로 나타났다. 따라서 대학 도서관이 서비스 품질을 향상시키기 위해서는 정보통제, 도서관 장소, 서비스 영향력 순으로 우선순위를 두어 서비스 품질을 개선시켜야 할 것이다.

  • PDF

Determinant Factors of Firm Risk - Using the Structural Equation Modeling Approach: Evidence from Indonesia

  • WULANDARI, Asih Marini;RAHAYU, Sri Mangesti;SAIFI, Muhammad;NUZULA, Nila Firdausi
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제9권8호
    • /
    • pp.47-55
    • /
    • 2022
  • The purpose of this study was to determine the relationship between company risk and factors such as business size, ownership structure, and leverage. The study was conducted on 142 manufacturing sector companies listed on the Indonesia Stock Exchange from 2013 to 2018. The purposive sampling method was used to select the research sample. The sample size for this study was 21 different companies. The analytical approach uses Structural Equation Modeling (SEM) with WarpPLS. According to the findings of the investigation, the size of the company has a significant influence on both the amount of leverage the company uses and the amount of risk the company takes. The level of leverage is significantly influenced by the ownership structure. However, the ownership structure does not have a significant impact on the level of risk the company; rather, leverage has a big impact on the level of risk the company faces. The findings of this study are helpful to prospective investors in measuring the risk posed by the company to make judgments regarding investments. The findings of this study are also essential for management to consider while controlling the risk of the organization.

LISREL을 이용한 과학에서의 태도에 관한 구조방정식모델의 구축 (Construction of a Structural Equation Model on Attitudes to Science Using LISREL)

  • 이경훈
    • 한국과학교육학회지
    • /
    • 제17권3호
    • /
    • pp.301-311
    • /
    • 1997
  • The purpose of this study is to construct a structural equation model and to analyze causal relationships among variables related to attitudes to science using structural equation modeling(SEM) with LISREL VII. The sample consisted of 483 10th grade boys from a general high school in Pusan, Korea. The questionnaires (ABC-attitude scale: affection, behavioral intention, cognition scale of attitude towards science) were developed by the researcher through a pilot study. And other instruments have modified previous ones. Five instruments were used in this study: GALT(group assessment of logical thinking), MTSlS(modified test of science inquiry skill), ABC-attitude scale, MSAS(modified scientific attitude scale), CSAT(common science achievement test). Structural equation modeling with LISREL VII($J\ddot{o}reskog$ & $S\ddot{o}rbom,$ 1993) was employed to estimate the causal inferences about hypothesized relationships among observed data sets. Three competing models consisted of five latent variable(scientific thinking ability, science inquiry skill, attitude towards science, scientific attitude, science achievement) - lP(inquiry preceding) model, AP(attitude preceding) model and AM(attitude mediating) model - were developed. Among these competing models, IP model satisfied the observed data sets. The causal relationships among "attitudes to science" and other latent variables were reliably identified. According to the results of the present study, science inquiry skill was the most significant variable that can predict science achievement. But scientific thinking ability has not directly influenced science achievement. This study suggests that inquiry based teaching-learning processes should be offered to students for improvement of science achievement. At the same time, it seems to be important to develop positive attitude towards science. Understanding of relationships among variables related to attitudes to science will be helpful to the development of science curriculum and to the design of science teaching and learning process. LISREL has been recognized as a useful approach in testing a SEM. However, in this study, LISREL approach was estimated as much more useful method for research design.

  • PDF

SEM에서 위계모형을 이용한 다중공선성 문제 극복방안 연구 : 소셜커머스의 재구매의도 영향요인을 중심으로 (Exploring a Way to Overcome Multicollinearity Problems by Using Hierarchical Construct Model in Structural Equation Model)

  • 권순동
    • Journal of Information Technology Applications and Management
    • /
    • 제22권2호
    • /
    • pp.149-169
    • /
    • 2015
  • This study tried to find out how to overcome multicollinearity problems in the structural equation model by creating a hierarchical construct model about the repurchase intention of social commerce. This study selected, as independent variables, price, quality, service, and social influence, based on literature review about social commerce, and then, as detailed variables of independent variables, selected system quality, information quality, transaction safety, order fulfillment and after-sales service, communication, subjective norms, and reputation. As results of empirical analysis about hierarchical construct model, all the independent variables were accepted having a significant impact on repurchase intention of social commerce. Next, this study analyzed the competition model that eight independent variables of price, system quality, information quality, transaction safety, order fulfillment and after-sales service, communication, subjective norm, and reputation directly influence the repurchase intention of social commerce. As results of empirical analysis, system quality, information quality, transaction safety, communication appeared to be insignificant. This study showed that hierarchical construct model is useful to overcome the multicollinearity problem in structural equational model and to increase explanatory power.

구조방정식모형에서의 R을 이용한 부트스트랩 기반의 이중매개효과 분석 방안에 대한 연구 (A Study on the Double Mediation Analysis in Structural Equating Models with Bootstrapping Using R)

  • 윤철호;최광돈
    • 디지털융복합연구
    • /
    • 제14권9호
    • /
    • pp.111-121
    • /
    • 2016
  • 본 연구는 R을 이용하여 구조방정식모형에서 이중매개효과 분석을 수행하는 방안을 제시하고 있다. 이를 위해 본 연구에서는 매개효과 분석을 위한 다양한 기법들에 대한 문헌연구를 통해 부트스트랩 기법을 이중매개 효과분석을 수행하는데 있어서 가장 적합한 기법으로 선정하고, PLS 경로분석 수행을 지원하는 R패키지인 plspm을 이용하여 구조방정식모델링에서 부트스트랩 기반의 이중매개효과를 분석하는 방안을 개발했다. 결과물로 본 연구에서는 예시모형을 대상으로 한 이중매개효과 분석기법과 관련 R스크립트들이 제시되었다. 본 연구는 대부분의 SEM 패키지들에서 지원하지 못하는 구조방정식모델링에서의 이중매개효과 분석을 포함하는 연구들에서 유용하게 활용될 것이며, 또한 연구자들에게 R을 이용한 새로운 매개효과 분석기법 제시를 통하여 심도 있는 연구를 위한 기반 지식을 제공할 것이다.

A Positive Analysis of Housing Price Model in Seoul: Applications of Structural Equation Modeling

  • Kim, Kyong-Hoon;Lee, Yoon-Sun;Ahn, Byung-Ju;Kim, Jae-Jun
    • Architectural research
    • /
    • 제9권2호
    • /
    • pp.27-35
    • /
    • 2007
  • Our nation has a problem with discrimination of income distribution and inefficient of resources distribution caused by real estate price rising from a sudden economy growth and industrialization. Specially, in recent years, there is a great disparity of apartment price between the north and south of the Han river. Because the housing price is decided by the immanent value of a house and neighborhood effects of the regional where the house is situated, the housing price is occurred difference. The purpose of study was to analyze the influence of various factors of housing price. Also, this study tried to predict real estate market and to establish previous effective real estate policy. In this study, we analyzed the differences of housing price determinants about apartment developments between the north and south of the Han river, and found the important factors that affect the housing price using Structural Equation Modeling(SEM). As a result of this study, the older the buildings are, the more the housing price and the housing price rising ratio have increased, in Gang Nam area. This reason is that these have large possibility to be reconstructed and many convenient facilities, in this area. In the case of Kang Buk area, the increase rate of housing price are so low that they couldn't take effect on the housing price and they were declined. So to speak, constructing the infrastructure which takes effect on the increase rate of housing price is very urgent.