• Title/Summary/Keyword: Structural Equation Model (SEM)

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An Empirical Study of the Impact of UCC Characteristics on Flow and Intention to Use (UCC 특성이 플로우와 이용의도에 미치는 영향에 관한 실증연구)

  • Kim, Su-Yeon;Shin, Mu-Jong;Lee, Sang-Hoon;Hwang, Hyun-Seok
    • Journal of Korea Society of Industrial Information Systems
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    • v.14 no.5
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    • pp.227-237
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    • 2009
  • Today, various on-line services based on the Internet have been provided, and recently UCC(user created contents) have become more popular based on web 2.0. However researches on UCC prevailing among internet users have not been performed much yet. Therefore, we have conducted an empirical study to investigate the structural relationships among UCC characteristics, perceived usefulness, flow and intention to use in this study. After reviewing the related works we have derived three latent variables - system, contents, and user characteristics - as UCC characteristics. Structural Equation Model(SEM) has been used to analyze the structural relationships among characteristics of UCC, perceived usefulness, flow and intention to use. Managerial implications are also suggested for managing the UCC services in conclusion.

Evaluation of energy response of space steel frames subjected to seismic loads

  • Ozakgul, Kadir
    • Structural Engineering and Mechanics
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    • v.54 no.4
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    • pp.809-827
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    • 2015
  • In this paper, seismic energy response of inelastic steel structures under earthquake excitations is investigated. For this purpose, a numerical procedure based on nonlinear dynamic analysis is developed by considering material, geometric and connection nonlinearities. Material nonlinearity is modeled by the inversion of Ramberg-Osgood equation. Nonlinearity caused by the interaction between the axial force and bending moment is also defined considering stability functions, while the geometric nonlinearity caused by axial forces is described using geometric stiffness matrix. Cyclic behaviour of steel connections is taken into account by employing independent hardening model. Dynamic equation of motion is solved by Newmark's constant acceleration method in the time history domain. Energy response analysis of space frames is performed by using this proposed numerical method. Finally, for the first time, the distribution of the different energy types versus time at the duration of the earthquake ground motion is obtained where in addition error analysis for the numerical solutions is carried out and plotted depending on the relative error calculated as a function of energy balance versus time.

An Empirical Research of Gender Impact on Customer Behaviour towards Mobile Entertainment Services in India

  • Satish Kumar, G.N.
    • Asia-Pacific Journal of Business
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    • v.3 no.2
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    • pp.8-15
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    • 2012
  • Mobile Entertainment is the new era in mobile communication. Mobile Entertainment service is a combination of games, music, videos, chatting and telecommunication which has created a wide market in India. There is a variation between male and female customers towards Mobile Entertainment services. This study is aimed at analyzing gender impact of attitude, subjective norm, perceived behaviour control intention and behaviour towards mobile entertainment services. The Theory of planned Behaviour (TPB) provided a framework. Total 566 male and 376 female mobile users of different age groups participated in the research. The data analysis was conducted in three-stages. First, reliability tests were performed. Upon satisfactory results, confirmatory factor analysis (CFA) is used to analysis convergent, concurrent and discriminant validity of the model. Once the model was validated Structural Equation Model (SEM) Multi-group analysis is used to find the impact of gender behaviour towards Mobile entertainment services. The results of the study confirmed that the model is viable in predicting variation in gender impact on mobile entertainment services. The findings have revealed that attitude, perceived behaviour control and intention has a significant impact on behaviour to use mobile entertainment but subjective norm has no significant impact on behaviour to use mobile entertainment.

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An Analysis on the Structural Equation Model for Customer Satisfaction of Information Commons in Digital Library of the National Library of Korea (국립중앙도서관 디지털도서관 정보광장에 대한 고객만족도 구조방정식 모형 분석)

  • Oh, Dong-Geun;Cho, Hyun-Yang;Choi, Sung-Yeol;Yeo, Ji-Suk
    • Journal of Korean Library and Information Science Society
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    • v.41 no.2
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    • pp.171-187
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    • 2010
  • This study tries to develop and testify the structural equation model(SEM) for customer satisfaction of information commons in digital library(NDL) of the National Library of Korea and to calculate library customer satisfaction index (LCSI) based both on customers' perceptions and the staff members' expectations. It also compares the customers' perceptions with the staff members' expectations about service quality, satisfaction, and loyalty. Full mediation model is better fit than partial mediation model for this study, and it is proved that this model can be used for both groups. This study calculate LCSI for the information commons as 75.69. The comparison the customers' perceptions with the staff members' expectations shows that all of the figures of the former are higher than those of the latter.

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A Empirical Validation of Risk Analysis Model in Electronic Commerce (전자상거래환경에서 위험분석방법론의 타당성에 대한 연구)

  • 김종기;이동호;서창갑
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.14 no.4
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    • pp.61-74
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    • 2004
  • Risk analysis model is systematic and structural process that considers internal security problems and threat factors of the information systems to find optimal level of security control. But, the risk analysis model is just only defined conceptually and there are not so many empirical studies. This research used structural equation modeling(SEM) research methodology with rigorously validated research instrument. Based on results of this study, risk analysis methodology was proved to be practically useful in e-commerce environment. Factors like threat and control were significantly related to risk. In conclusion, the results of this study can be applied to general situation or environment of information security for analyzing and managing the risk and providing new approach to comprehend concept of risk in e-commerce environment.

Fuzzy control for geometrically nonlinear vibration of piezoelectric flexible plates

  • Xu, Yalan;Chen, Jianjun
    • Structural Engineering and Mechanics
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    • v.43 no.2
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    • pp.163-177
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    • 2012
  • This paper presents a LMI(linear matrix inequality)-based fuzzy approach of modeling and active vibration control of geometrically nonlinear flexible plates with piezoelectric materials as actuators and sensors. The large-amplitude vibration characteristics and dynamic partial differential equation of a piezoelectric flexible rectangular thin plate structure are obtained by using generalized Fourier series and numerical integral. Takagi-Sugeno (T-S) fuzzy model is employed to approximate the nonlinear structural system, which combines the fuzzy inference rule with the local linear state space model. A robust fuzzy dynamic output feedback control law based on the T-S fuzzy model is designed by the parallel distributed compensation (PDC) technique, and stability analysis and disturbance rejection problems are guaranteed by LMI method. The simulation result shows that the fuzzy dynamic output feedback controller based on a two-rule T-S fuzzy model performs well, and the vibration of plate structure with geometrical nonlinearity is suppressed, which is less complex in computation and can be practically implemented.

SEM Analysis of Sexual Development and Potential Delinquency in Youth (청소년 성발달과 잠재비행간 경로에 대한 구조모형분석)

  • Sihn, Mi;Yoo, Mee-Sook
    • Korean Journal of Child Studies
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    • v.32 no.3
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    • pp.91-105
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    • 2011
  • The purpose of this study was to investigate the relationship between sexual development, sensation seeking traits, exposure to pornographic media, peer conformity, and potential delinquency on the part of Korean middle school students. In order to verify the model, we used structural equation model (SEM) analysis. 603 adolescents were participated in the study. The results were as follows; first, both male and female models goodness of fit and significant paths was proven. Second, it was also found that gender difference existed in the model. The implications of this study and the suggestions for future research were also discussed.

A study of developing Customer Satisfaction Index(CSI) used for Structural Equation Model(SEM) and applications of customers' decision - focused on the domestic automobile industry - (구조방정식을 활용한 고객만족지수 개발과 고객의사결정에의 활용 방안에 관한 연구 - 국내 자동차 산업을 중심으로 -)

  • Jung Ji-Young;Cho Jai-Rip
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2003.05a
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    • pp.508-515
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    • 2003
  • There are various methods to assess to company's outcome. Among them, the customers satisfaction, which is assessed by customers, is the most important. If the customers satisfaction is measured by the CSI based on the proper reliability and validity, you can apply the result for various marketing methods. Therefore, this study develops a model to assess CSI for an industry, specifically, local automotive industry based on the SEM that is already proven valid through assessing models such as ACSI, KCSI and NCSI. Moreover, this research can be utilized for marketing strategy helping customers to decide as an AHP model, one of the decision making method.

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Machine learning model for predicting ultimate capacity of FRP-reinforced normal strength concrete structural elements

  • Selmi, Abdellatif;Ali, Raza
    • Structural Engineering and Mechanics
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    • v.85 no.3
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    • pp.315-335
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    • 2023
  • Limited studies are available on the mathematical estimates of the compressive strength (CS) of glass fiber-embedded polymer (glass-FRP) compressive elements. The present study has endeavored to estimate the CS of glass-FRP normal strength concrete (NSTC) compression elements (glass-FRP-NSTC) employing two various methodologies; mathematical modeling and artificial neural networks (ANNs). The dataset of 288 glass-FRP-NSTC compression elements was constructed from the various testing investigations available in the literature. Diverse equations for CS of glass-FRP-NSTC compression elements suggested in the previous research studies were evaluated employing the constructed dataset to examine their correctness. A new mathematical equation for the CS of glass-FRP-NSTC compression elements was put forwarded employing the procedures of curve-fitting and general regression in MATLAB. The newly suggested ANN equation was calibrated for various hidden layers and neurons to secure the optimized estimates. The suggested equations reported a good correlation among themselves and presented precise estimates compared with the estimates of the equations available in the literature with R2= 0.769, and R2 =0.9702 for the mathematical and ANN equations, respectively. The statistical comparison of diverse factors for the estimates of the projected equations also authenticated their high correctness for apprehending the CS of glass-FRP-NSTC compression elements. A broad parametric examination employing the projected ANN equation was also performed to examine the effect of diverse factors of the glass-FRP-NSTC compression elements.

The Impact of Information Technology on Organizational Performance: The Mediating Effect of Organizational Learning

  • KHAN, Umair;ZHANG, Yongan;SALIK, Madiha
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.11
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    • pp.987-998
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    • 2020
  • This study aims to examine OL as a potential mediating variable in the relationship between IT and organizational performance. Organizational learning (OL) has been proposed as the mechanism to accomplish this task. Existing empirical research demonstrates that OL may indeed act as a mediator for the effect of IT on organizational outcomes. Also, existing literature discusses the use of technology in the organization, and the case for OL as the key knowledge process, and the intersection between technology and OL as a knowledge-based means for improving organizational performance. Many studies use a descriptive measure of OL despite the theory suggesting that a normative measure may be more appropriate. This study aims to address these concerns in a setting by using structural equation modelling (SEM) to compare the effectiveness of descriptive and normative measures of OL as mediating variables in knowledge-intensive organizations. Survey results support OL as a mediator between IT and organizational performance in addition to normative measures of OL outperforming descriptive measures. Implications for research and practice are discussed. To test the model, we will apply (SEM) structural equation modeling in the analysis of a moment structures (AMOS) on the empirical evidence collected from 218 Pakistani CEOs and top managers.