• 제목/요약/키워드: LISREL Model

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경영정보학 분야의 구조방정식모형 적용분석 : Lisrel과 PLS 방법을 중심으로 (The Structural Equation Modeling in MIS : The Perspectives of Lisrel and PLS Applications)

  • 김인재;민금영;심형섭
    • 한국IT서비스학회지
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    • 제10권2호
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    • pp.203-221
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    • 2011
  • The purpose of this study is to investigate the applications of Structural Equation Modeling(SEM) into MIS area in recent years. Two methodologies, Lisrel and PLS, are adopted for the method comparison. A research model, based upon TAM(Technology Acceptance Model) is used for the analysis of the data set of a previous study. The research model includes six research variables that are composed of twenty-eight question items. 272 data are used for data analyses through Lisrel v.8.72 and Visual PLS v.1.04. This study shows the statistical results of Lisrel are the same to those of PLS. The contribution of this study can be suggested as the followings; (1) A theoretical comparison of two methodologies is shown, (2) A statistical analysis is done at a real-situated data set, and (3) Several implications are suggested.

LISREL 구조방정식 모델에 의한 농촌 관광농원의 환경친화성 평가 모형 추정 (Evaluation Model for Environmentally Friendliness of Tourism Farms by LISREL Structural Equation Model)

  • 엄붕훈
    • 농촌계획
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    • 제5권2호
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    • pp.56-65
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    • 1999
  • Recently, new concept and paradigm of 'Environmentally-Friendliness' is taking a growing interest in environmental planning and design. This study is to establish the evaluation model for environmentally-friendliness of 'Tourism Farms' in rural areas by LISREL structural equation model. A questionnaire survey was conducted for deputy manager group and expert group. As the Result of LISREL structural equation model, the environmentally-friendliness of tourism farms is composed of three categories. First, conservation of global environment (Low Impact), second, friendliness to surrounding nature(High Contact), and third, environmental health and amenities (Health & Amenity). Five indicators, such as (1)saving of energy and water resource, (2)reduction and reuse of garbage, (3)natural purification of sewage disposal, (4)utilization of natural energy, (5)campaign and education programs of environmentally-friendliness, were affecting the first category, i.e., conservation of global environment(Low Impact). Friendliness to surrounding nature (High Contact) is affected by 3 indicators, (1)contact to nature and diverse green areas, (2)water intimate & contact areas, (3)natural ecology observation by biotope. Finally, the dimension of environmental health and amenity is affected by 3 indicators, (1)nature affinity by farming experience, (2)environmental-friendliness of soil & crops by organic farming, (3) campaign and education programs of environmentally-friendliness. Total coefficient of determination of the structural equation model by LISREL was 0.897, which showed high explanatory power.

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

  • 이경훈
    • 한국과학교육학회지
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    • 제17권3호
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    • pp.301-311
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    • 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.

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부패지수와 LISREL 측정모형의 적용 -행정 신뢰성의 계량적 측정- (Corruption Index and Application of LISREL Measurement Model)

  • 최종후;안민영
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제2권1호
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    • pp.33-45
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    • 2002
  • We investigate into some problems related to Corruption Perception Index(CPI). Delphi method is a popular for obtaining CPI; it is a mean of systematically collecting and progressively refining information provided by a group of selected experts in order to obtaining the weight values of questionnaires. However, Delphi method hold low aspect, to some extent, for it is solely dependent upon the judgment of a few professionals. In this paper, we propose the measurement model for X in LISREL as alternative for gaining the weight values of questionnaires. We use the 1999 Seoul ACI(Anti- Corruption Index) for empirical study.

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의사방문수 결정요인 분석 (A Study on Factors Affecting the Use of Ambulatory Physician Services)

  • 박현애;송건용
    • 보건행정학회지
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    • 제4권2호
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    • pp.58-76
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    • 1994
  • In order to study factors affecting the use of the ambulatory physician services. Andersen's model for health utilization was modified by adding the health behavior component and examined with three different approaches. Three different approaches were the multiople regression model, logistic regression model, and LISREL model. For multiple regression, dependent variable was reported illness-related visits to a physician during past one year and independent variables are variaous variables measuring predisposing factor, enabling factor, need factor and health behavior. For the logistic regression, dependent variable was visit or no-visit to a physician during past one year and independent variables were same as the multiple regression analysis. For the LISREL, five endogenous variables of health utiliztion, predisposing factor, enabling factor, need factor, and health behavior and 20 exogeneous variables which measures five endogenous variables were used. According to the multiple regression analysis, chronic illness, health status, perceived health status of the need factor; residence, sex, age, marital status, education of the predisposing factor ; health insurance, usual source for medical care of enabling factor were the siginificant exploratory variables for the health utilization. Out of the logistic regression analysis, health status, chronic illness, residence, marital status, education, drinking, use of health aid were found to be significant exploratory variables. From LISREL, need factor affect utilization most following by predisposing factor, enabling factor and health behavior. For LISREL model, age, education, and residence for predisposing factor; health status, chronic illess, and perceived health status for need factor; medical insurance for enabling factor; and doing any kind of health behavior for the health behavior were found as the significant observed variables for each theoretical variables.

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LISREL을 이용한 주거환경 평가 측정모델 개발 -대전시 저소득층을 대상으로- (The Development of Measurement Model for Evaluation of Residential Environment in Low Income Families by LISREL Program)

  • 최목화
    • 대한가정학회지
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    • 제33권4호
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    • pp.157-172
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    • 1995
  • The purpose of this study was to develop a measurement model for evaluation of residential environment in low-income families. Residential environment means the housing unit itself and neighborhoods and community characteristics. Based on the previous research on housing environment, six factors (comfortable environment in indoor and outdoor, facilities environment in complex and community, sociopsychological environment, management and economic environment) were selected to evaluate residential environment and to provided a foundation for exploring the multidimensional factors of this research. As s confirmatory study, an Analysis of Linear Structural Relationships(LISREL) was utilized to develop the model. Despite of some measurement errors, the goodness of fit of an overall model was acceptable. Facilities environment in complex and sociopsychological environment were the most important factors in residential environmental evaluation of the low income families. the findings showed that housing policies and programs to improve the quality of homes in low-income families seemed to be beneficial to improve residential satisfaction of the residents.

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공변량 구조분석을 이용한 국내 간호연구의 동향 (The Trend of Korean Nursing Research with the LISREL)

  • 임난영;강현숙;이성은;서연옥;권영은
    • 대한간호학회지
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    • 제31권2호
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    • pp.221-231
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    • 2001
  • This study was conducted by analyzing all 33 articles based on the LISREL, published from January 1991 to March 1999 in Korea. The analyses consisted of the publication date of articles, principal dependent variables, subjects of the research, adequacy of sampling, adequacy of research purposes and results, accordance between theoretical model and hypothetical model, fit measures, theoretical base of model modification, and adequacy of conclusion. The results were as follows : . The thesis of 33 articles in total were outnumbered as 25 (75.8%) to 8 (24.2%) research articles. As for a sex classification of the subjects, 45.5% of the research were conducted around a female group of subjects, while 54.5% were done for both sex, The range of the sample size was 105 to 803, and the average was 259 subjects. . A single theoretical variable was measured for each measurement variable, any difference between variables was hardly found in 8 articles (24.2%), and 19 articles (57.6%) did not consider any measurement error. To analyze if the representative has been articles (21.2%) were seen with a sign of a representative. Questionnaires were used in a majority (31 articles) of the data collecting process. Only 2 articles (6.1%) were measured with a physiologic index simultaneously. . 14 articles (42.2%) were centered on theory development, 10 articles on theory synthesis, and 9 articles on theory test. The research purposes and results were consistent in 25 articles (75.5%) and 8 articles (24.2%) were inconsistent. The quality of life and health promotion behavior were the concepts most frequently studied as a dependent variable, and 7 articles centered on them. In applied theories a health promotion model was used on 4 articles (12.1%), while role theory and stress-coping models were in 3 articles respectively. . The articles were analyzed to see if the hypothetical model was elaborated and tested by the theoretical model. Twenty-five articles proved to be rationale for the inconsistencies. Also, 56.5% proposed hypotheses were supported among the subject articles, and 30 articles (90.0%) suggested a revised model. Path coefficient (17 articles) and theoretical adequacy (17 articles) were the standards mostly used. In conclusion, the principal factors were obtained from the research are to be considered as the principes of LISREL application. First, a model has to be established on a theoretical base rather than empirical results dependent on the data. The results are also required to be globally interpreted. Secondly, at least 200 samples are necessary to satisfy the need. Third, more than 3 measurement variables are to be adjusted to a single theoretical variable; the measurement errors must be suggested as well. Finally, normal distribution characteristics of the data and the estimation method need to be reported. Based on the research result, the follows are suggested; . Systematic criteria on the LISREL application and procedure need to be developed . Agreement form is required to report the results of research using the LISREL

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리즈렐을 이용한 대학생의 혁신성향과 융합학문 수용의도에 대한 분석 (Analysis of University Students' Innovativeness and Adoption Intention of Academic Convergence by using LISREL)

  • 유상미
    • 한국인터넷방송통신학회논문지
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    • 제20권2호
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    • pp.289-297
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    • 2020
  • 본 연구의 목적은 대학생의 혁신성향이 융합학문에 수용의도에 영향을 미치는 효과를 검증하는 데 있다. 이를 위해 기술수용모형에 기초하여 대학생의 개인적 혁신성, 사회적 기대, 지각된 유용성, 융합학문 수용의도를 변인으로 한 구조방정식모델을 설계하고 LISREL을 사용하여 이를 분석하였다. 연구 결과는 다음과 같다. 첫째, 개인적 혁신성은 융합학문 수용의도에 직접적인 양(+)의 예측요인이며, 지각된 유용성을 매개로 한 간접적인 요인임을 확인하였다. 둘째, 사회적 기대 요인은 지각된 유용성을 매개로 융합학문 수용의도에 간접적인 영향을 미치는 것으로 나타났다. 제안된 연구모형은 적합도에서 χ2의 값이 22.638(d.f=29, p=.793)로 나타나 통계적으로 수용할 만한 결과를 보였다. 연구 결과를 토대로 대학생의 혁신성과 융합학문의 유용성을 경험할 수 있도록 다양한 교과 및 비교과 프로그램 개발의 필요성을 제안하였다. 특히 교양 교과의 역할과 위상의 변화가 요구됨을 제안하였다.

LISREL모형을 활용한 산림자원 육성정책의 평가 (Evaluation of the Korea Forest Resource Promotion Policy by Using LISREL Model)

  • 남성현;김세빈;권기원;전현선
    • 한국산림과학회지
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    • 제97권3호
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    • pp.255-265
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    • 2008
  • 본 연구는 산림자원육성정책을 추진함에 있어서 정책결과와 정책효과에 영향을 미치는 요인과 그 관계를 측정 분석하여 이를 바탕으로 앞으로 산림자원육성정책의 성공적 추진을 위한 유용한 정보를 제공하는 데 목적이 있다. 자료는 산림자원 육성정책을 수립 집행하는데 직 간접적으로 관여하거나 영향을 미치는 공무원과 민간인 등 이해관계자를 대상으로 조사하였다. 본 연구는 산림자원육성정책을 LISREL 모델을 이용하여 실증적으로 분석 평가하였다. 분석 결과 산림자원 육성정책의 경우 정책결과는 문제인식의 적합성, 정책결정의 적합성, 정책집행의 합리성이 매우 유의적인 영향관계가 있으며, 정책지지도는 정책효과에, 정책결과는 정책효과에 각각 유의적인 영향을 미치는 것으로 나타났다. 또한 잠재변수와 측정변수 간, 잠재변수 상호간 경로계수가 대부분 유의한 정(+)의 계수를 나타내고 있어 산림자원 육성정책은 정책결과 측면에서 아주 성공적인 정책으로 평가되었고, 정책효과에 있어서도 아주 성공적인 정책으로 평가되었다.

국가과학기술전자도서관 고객만족지수 측정에 관한 연구 (An Analysis on Measurement of Customer Satisfaction Index of NDSL)

  • 황재영;이응봉;최호남
    • 한국도서관정보학회지
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    • 제37권4호
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    • pp.247-270
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    • 2006
  • 본 연구의 목적은 국가과학기술전자도서관(NDSL)의 고객만족지수를 측정하는데 있다. NDSL 정보시스템에 맞는 이용자만족지수 모형을 제안하고 개발된 모형의 검증을 위해 구조방정식모형 분석도구인 LISREL을 통해 인과적 경로분석을 실시하였다. 또한 차원별로 서로 다른 이용자 만족지수 산출 방법을 수립하고 수립된 산출 방법에 따라 다양한 이용자만족지수를 측정하고 분석하였다.

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