• 제목/요약/키워드: structural equation model (SEM)

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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
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    • 제22권4호
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    • pp.455-464
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    • 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.

구조방정식을 이용한 초고속 국가망 서비스의 고객만족도 평가체계 개발 (Structural Equation Model for Korea Internet Infrastructure Customer Satisfaction Index(KIICSI))

  • 신선영;신상철;문태희;손소영
    • 한국정보과학회논문지:정보통신
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    • 제32권2호
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    • pp.220-235
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    • 2005
  • 인터넷 서비스에 대한 수요가 양적 팽창에서 서비스의 고품질화 둥에 질적 변화 단계로 전환함에 따라 각 인터넷 서비스 제공 사업자들은 보다 높은 기대 수준을 요구하는 고객들을 유치하기 위해 차별화된 품질서비스를 제공하는 등, 다방면으로 노력하고 있다. 이런 시장 환경에 비추어볼 때, 30,000여 개의 공공기관에 1995년부터 초고속 국가망 서비스를 제공하고 있는 한국전산원에서도 국가망 이용기관에게 보다 높은 품질의 서비스를 제공하여 고객만족도를 제고할 수 있는 방안에 대한 검토가 필요하다. 그러나 초고속 국가망 사업은 한국전산원이 전담기관으로서 사업을 총괄하고 일부 사업자에게 투자하는 방식으로 사업을 이끌어 나가는 NP(Network Provider)와 SP(Service Provider)가 다른 모델을 가지고 있다. 따라서 고객만족도의 개선을 위해서는 서비스 공급자인 한국전산원과 네트워크를 구축하는 사업자가 구현한 네트워크 서비스 품질에 대한 고객만족도와 실제 이용기관에서 받고 있는 서비스 품질에 대한 고객만족도에 대한 명확한 측정과 조사를 바탕으로 한 전략적 방향제시가 필요하다. 본 연구에서는 구조방정식을 이용하여 초고속 국가망을 이용하는 기관 성격별로 구분하여 고객만족지수를 산출하고, 이에 대한 비교를 바탕으로 초고속 국가망 서비스에 대한 고객만족도 지수를 일반화한 KIICSI(Korea Internet Infrastructure Customer Satisfaction Index)를 제시하였다. 더불어 고객 그룹별로 만족도 향상을 위한 전략적 정책방안도 제시함으로 초고속 국가망의 고객만족도 평가체계 발전이 기대된다.

취업스트레스, 외모인식, 재무스트레스, 정부신뢰도, 내외통제성이 대학생의 행복에 미치는 영향 (The Effects of Job-Seeking Stress, Appearance Recognition, Financial Distress, Trust in Government, and Locus of Control on University Students' Happiness)

  • 김민구;이경근;이석용;전준하;한용희
    • 산업경영시스템학회지
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    • 제40권4호
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    • pp.171-182
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    • 2017
  • Most people seek a happy life and happiness positively affects sentiment, satisfaction with life, creativity, human relationship, business productivity, and even health and life extension. However, according to a survey in 2013, subjective happiness of adolescents (including university students) was very low compared to other age groups in Korea. Therefore this paper examined the effects of job-seeking stress, appearance recognition, financial situation, trust in government, and locus of control on university students' happiness using SEM (structural equation modeling). 207 university students in Seoul, Korea have been surveyed. At first, an initial experimental SEM model among these variables has been set up and reliability analysis has been conducted. Then multiple regression analyses on job-seeking stress and happiness as well as SEM analysis have been conducted. As a result of these analyses, the SEM model has been revised two times. The final SEM model passed the goodness-of-fit test (using RMR, GFI, NFI, CFI, and IFI indices). The final SEM model showed the followings. First, Higher job-seeking stress (especially sentimental part, rather than environment or action related parts) negatively affects happiness. Second, Trust in government also affects happiness both directly and indirectly. Third, Locus of control is affected both by trust in government and financial situation. Fourth, appearance recognition heavily affects job-seeking stress. In addition, appearance importance is higher than appearance interest, meaning that students who are not very interested in appearance usually recognize the importance of appearance. Finally, happiness is affected neither financial situation nor appearance recognition. Therefore, even either they are in a poor financial situation or not happy with their appearance, they can be happy if they have firm locus of control.

Using Structural Equation Modeling to Fit a Model of Student Background, Teacher Background, Home Environment, and a School Characteristic to Mathematics Achievement on the TIMSS

  • Cho, Gyu-Pan
    • 한국수학교육학회지시리즈D:수학교육연구
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    • 제7권4호
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    • pp.247-270
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    • 2003
  • The purpose of this study is to build a model that explains the relationship between and among five variables that are student background, teacher background, home environment, school characteristic, and student mathematics achievement, using structural equation modeling. Another purpose of this study is to compare the relationships of these variables between the United States and Korea in 7th and 8th grades mathematics. Student, teacher, and school background files from population 2 in the TIMSS were selected for this study. The result of the study provides practical information for teachers, parents, school principals, and other people who are interested in improving student achievement, and also provides the information that may explain differences and similarities between the US and Korea in mathematics achievement.

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Factors Affecting the Intention of the Rice Farmers to Adopt the Integrated Cash Waqf Environmental Protection Model: An Empirical Study in Kedah Malaysia

  • AFROZ, Rafia;MUHIBBULLAH, Md.;MORSHED, Mohammed Niaz
    • The Journal of Asian Finance, Economics and Business
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    • 제6권4호
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    • pp.189-199
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    • 2019
  • The objectives of this study are to propose the Integrated Waqf Environmental Protection Model (IWEP) and investigate the farmers' intention to adopt it. In developing the IWEP model and investigating farmers' willingness to adopt it, this study surveyed 400 farmers in Kedah. The intention of the farmers to adopt the proposed model was analysed by adding perceived barriers and socio-economic variables into the theory of reasoned action (TRA) model. The collected data were processed using structural equation modelling (SEM). The SEM results show that the subjective norm is positive and has a significant impact on the intentions of low-income farmers to accept the IWEP model. This indicates that the decision of the low-income farmers to accept the IWEP model is significantly influenced by their family members, neighbours and friends. Furthermore, awareness and perceived barriers have a greater impact on the elderly, highly educated and wealthy farmers. The findings indicate that the elderly, highly educated and wealthy farmers are aware of climate change and they perceive higher risks or barriers to climate change. As a result, they are more likely to have an adaptation intention. If we encourage people to create waqf fund, we can increase the value of the farmer and the country's total GDP.

대학생의 폭음 행동 모형 (Construction of the Structural Equation Model on Binge Drinking among Korean Undergraduate Students)

  • 서지영
    • 성인간호학회지
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    • 제26권1호
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    • pp.78-88
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    • 2014
  • Purpose: The purpose of this study was to construct a structural equation model (SEM) that would describe the binge drinking among Korean undergraduate students. Methods: Model construction was based on the theory of planned behavior and prototype/willingness model, using the variables; intention, attitude, descriptive norm, and prototype perception of binge drinking, alcohol use disorders identification test (AUDIT), and binge drinking behavior. The analysis of data was done with both SPSS 20.0 for descriptive statistics and AMOS 20.0 for SEM. Results: The binge drinking intention was found to have a significantly direct effect in influencing binge drinking behavior. In addition, attitude, descriptive norm, and prototype perception of binge drinking were found to have a significantly direct effect in influencing binge drinking intention. The final modified model yielded $x^2$=374.2 (p<.001), df=174, $x^2/df$=2.15, GFI=.87, AGFI=.82, NFI=.89, PNFI=.73 RMSEA=.07, and CFI=.94. Conclusion: This study constructed a model that addressed the factors related to binge drinking and described the relationship of these factors in influencing binge drinking among Korean undergraduate students. Findings from this study can contribute to designing appropriate prevention strategies to reduce problem related binge drinking in undergraduate students.

A study on the model of homebound senior's meal satisfaction related to the quality of life

  • Lee, Sun-Mee;Joo, Na-Mi
    • Nutrition Research and Practice
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    • 제6권4호
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    • pp.357-365
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    • 2012
  • This study was conducted to develop a construct model regarding the daily activities, emotional security provided by food, enjoyment of food, level of satisfaction with delivered food, and the quality of life of homebound seniors who benefitted from meal delivery programs. The data were analyzed by SAS 9.2 and the Structural Equation Model (SEM), which was created by Analysis of Moment Structure (AMOS) 5.0 packages. The reliability of the data was confirmed by an exploratory factor analysis and through a Cronbach's alpha coefficient, and the measurement model proved to be appropriate by a confirmatory factor analysis of the measurement model in conjunction with AMOS. The results of the correlations between all the variables showed significant positive correlations (P < 0.05). The path analysis demonstrated that the daily activities (P < 0.01) and the emotional security created by food (P < 0.05) had positive correlations with the foodservice satisfaction (P < 0.05), while the daily activities (P < 0.05), the sense of emotional security made by food (P < 0.05), and food enjoyment (P < 0.05) also presented significant positive correlations with the quality of life. However, the food service satisfaction was shown to directly, but not significantly, affect the quality of life. This revealed that the current meal delivery programs needed to be improved in several directions.

전자상점의 성과모형에 관한 실증적 분석 (An Empirical Analysis on Electronic - Store Success Model)

  • 윤철호;김상훈
    • 한국경영과학회지
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    • 제29권3호
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    • pp.23-39
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    • 2004
  • This paper focused on empirically testing the ESM(Electronic-Store Success Model). The model was developed by basing upon the ‘Updated D&M(DeLone and McLean) IS Success Model(2003)’ and reflecting the characteristics of marketing and e-business, and composed of the six dimensions including system quality, information quality, service quality, trust, customer loyalty and financial performance. The research model consisting of five dimensions, excluding financial performance, was proposed and empirically verified by structural equation model with respect to data from 224 customers on 69 Electronic-Stores. The results show that system quality and information quality significantly influence service quality, and that service quality also significantly influence trust and customer loyalty, and that trust has significant influence on customer loyalty.

A Study on Acceptance and Resistance of Smart TVs

  • Lee, Sung-Joon
    • International Journal of Contents
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    • 제8권3호
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    • pp.12-19
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    • 2012
  • This study investigated what factors affect consumers' decision making concerning the adoption of smart TVs. For this purpose, the integrated adoption model that consists of six major constructs from the diffusion of innovation theory (DIT), the technology acceptance model (TAM), and the model of innovation resistance(MIR) was employed. To collect data, an online survey was used. Data collected were analyzed with the structural equation model (SEM). Findings showed that the innovativeness has a positive influence on the both of perceived usefulness and perceived ease of use. It was also shown that both of perceived usefulness and perceived ease of use affect the intention to use smart TVs in a positive way. The innovation resistance has a negative influence on the intention to use. The mediating role of the innovation resistance was also found. The implications of these results are discussed.

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.