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

Search Result 879, Processing Time 0.026 seconds

Study on the Effect of Service Quality on Customer Satisfaction and Revisit Intent in the Urban Railway (도시철도의 서비스품질이 고객만족도와 재이용의도에 미치는 영향 분석)

  • KIM, Heung Chul
    • Journal of Korean Society of Transportation
    • /
    • v.34 no.1
    • /
    • pp.55-67
    • /
    • 2016
  • The purpose of this study is to analyze the correlation and the causal relation between the service quality, customer satisfaction and revisit intent of an urban railway. A structural equation model(SEM) was developed and analyzed using SPSS 21.0 and AMOS 21.0. The results showed that it satisfies the fitness of the model mostly: the reliability, convenience, safety of the service quality have a significant positive impact on the customer satisfaction (p<.05) and the tangibles(-.187) and responsiveness(-.103) have no impact on the customer satisfaction (p>.05.). The customer satisfaction has a significant positive impact on revisit intention (p<.001). The factors affecting the service quality and customers' satisfaction were found to be ranked as the order of reliability, convenience, safety, responsiveness, tangibility based on the high priority. The findings of this study will contribute to provide a practical tool to establish a mid-long term management plan and management strategies for boosting the customer satisfaction and creating revenue through the customized service of urban railway operating industry suffering chronic deficit.

Modified Tikhonov regularization in model updating for damage identification

  • Wang, J.;Yang, Q.S.
    • Structural Engineering and Mechanics
    • /
    • v.44 no.5
    • /
    • pp.585-600
    • /
    • 2012
  • This paper presents a Modified Tikhonov Regularization (MTR) method in model updating for damage identification with model errors and measurement noise influences consideration. The identification equation based on sensitivity approach from the dynamic responses is ill-conditioned and is usually solved with regularization method. When the structural system contains model errors and measurement noise, the identified results from Tikhonov Regularization (TR) method often diverge after several iterations. In the MTR method, new side conditions with limits on the identification of physical parameters allow for the presence of model errors and ensure the physical meanings of the identified parameters. Chebyshev polynomial is applied to approximate the acceleration response for moderation of measurement noise. The identified physical parameter can converge to a relative correct direction. A three-dimensional unsymmetrical frame structure with different scenarios is studied to illustrate the proposed method. Results revealed show that the proposed method has superior performance than TR Method when there are both model errors and measurement noise in the structure system.

A Study of the Factors influencing User Acceptance of Social Shopping based on Social Network Service (소셜네트워크 서비스 기반의 소셜쇼핑 사용자 수용에 영향을 미치는 요인에 관한 연구)

  • Hwang, Hyun-Seok;Lee, Xintao
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.15 no.1
    • /
    • pp.61-71
    • /
    • 2014
  • Recently social shopping, combining e-Commerce with Social Network Service, become a brand-new eBusiness model. In this paper, we aim to identify the structural relationship of the factors affecting the intention of using social shopping. Reviewing the previous works of social shopping, internet shopping and TAM (Technology Acceptance Model), we extract factors affecting the intention of using social shopping and build a structural research model among these factors. To analyze the structural relationship among theses factors, we perform an empirical study - gathering data from a survey and analyzing gathered data using EFA (Exploratory Factor Analysis) and SEM (Structural Equation Model) to identify the structural relationship. We also analyze moderating effect of past experience of social shopping and gender. As a result, We also can find that two factors - Perceived usefulness and Expected enjoyment - are the key factors influencing acceptance of social shopping and that more segmented strategies are required to attract customers since factors affecting Intention to use are somewhat different according to past experience and gender of respondents.

A Study on the Effect of CEO and Eemployee's Intention to Innovation Activity Performances (경영자와 조직구성원의 의지가 혁신활동성과에 미치는 영향에 관한 연구)

  • Kim, Tae Sung;Koo, Il Seob
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
    • /
    • v.10 no.2
    • /
    • pp.11-16
    • /
    • 2015
  • A lot of factor effects on the enterprise's innovation and business performance, for instance CEO and members intention etc.. Niehoff et al. says, The success factors of innovation enterprise's management lead to members of vision, innovation, innovation activities and support for an aggressive attitude of the enterprise members. However, today's products consumers wanted diverse and complex needs. CEO and members of the enterprise has been the diversity effort. The increase cost savings as well as in the profit improve factors that enterprise's participated a education and training, Subgroup activities, process quality, eliminate waste, improve yields, lead time reduction, process capability increasing, ets. This paper is a report of an empirical survey performed to 277 small and medium-sized enterprise in the korea. Cronbach's alpha coefficient is employed to analyze the reliability of the data. The effect analysis of each group is performed by the SEM(structural equation model). We use the SPSS' Amos program to analyze the equation modeling and test the hypotheses of the model.

  • PDF

Rate-sensitive analysis of framed structures Part I: model formulation and verification

  • Izzuddin, B.A.;Fang, Q.
    • Structural Engineering and Mechanics
    • /
    • v.5 no.3
    • /
    • pp.221-237
    • /
    • 1997
  • This paper presents a new uniaxial material model for rate-sensitive analysis addressing both the transient and steady-state responses. The new model adopts visco-plastic theory for the rate-sensitive response, and employs a three-parameter representation of the overstress as a function of the strain-rate. The third parameter is introduced in the new model to control its transient response characteristics, and to provide flexibility in fitting test data on the variation of overstress with strain-rate. Since the governing visco-plastic differential equation cannot be integrated analytically due to its inherent nonlinearity, a new single-step numerical integration procedure is proposed, which leads to high levels of accuracy almost independent of the size of the integration time-step. The new model is implemented within the nonlinear analysis program ADAPTIC, which is used to provide several verification examples and comparison with other experimental and numerical results. The companion paper extends the three-parameter model to trilinear static stress-strain relationships for steel and concrete, and presents application examples of the proposed models.

A Study on Differentiation Strategy for Tablet PC and e-Book Reader by a Comparative Analysis of Acceptance.Diffusion Factors (태블릿PC와 전자책단말기의 수용.확산 요인 비교분석을 통한 차별화 전략 연구)

  • Sim, Jin-Bo
    • Korean Management Science Review
    • /
    • v.28 no.1
    • /
    • pp.25-42
    • /
    • 2011
  • The mobile industry is the key foundation of digital convergence, and its constant growth is expected. Among mobile industries, new products leading the development of devices are the Emerging Device. This study is conducted to find out factors making differentiated by comparing the structural equation model(SEM) of the Tablet PC and the e-Book Reader. The main findings are as follows. First, the application of TAM to the Emerging Device shows that fitness of the model is generally high but the effect of Perceived Ease of Use has not been verified or found insignificant. Second, the acceptance model of the Tablet PC and the e-Book Reader has found that playfulness stimulates acceptance intentions. Third, the cost level of the Emerging Device acceptance model is not a factor stimulating consumers' acceptance intentions. Fourth, product attributes of the Tablet PC and the e-Book Reader to differentiate themselves from the other device are Functionality and Playfulness respectively.

Joint parameter identification of a cantilever beam using sub-structure synthesis and multi-linear regression

  • Ingole, Sanjay B.;Chatterjee, Animesh
    • Structural Engineering and Mechanics
    • /
    • v.45 no.4
    • /
    • pp.423-437
    • /
    • 2013
  • Complex structures are usually assembled from several substructures with joints connecting them together. These joints have significant effects on the dynamic behavior of the assembled structure and must be accurately modeled. In structural analysis, these joints are often simplified by assuming ideal boundary conditions. However, the dynamic behavior predicted on the basis of the simplified model may have significant errors. This has prompted the researchers to include the effect of joint stiffness in the structural model and to estimate the stiffness parameters using inverse dynamics. In the present work, structural joints have been modeled as a pair of translational and rotational springs and frequency equation of the overall system has been developed using sub-structure synthesis. It is shown that using first few natural frequencies of the system, one can obtain a set of over-determined system of equations involving the unknown stiffness parameters. Method of multi-linear regression is then applied to obtain the best estimate of the unknown stiffness parameters. The estimation procedure has been developed for a two parameter joint stiffness matrix.

Structural joint modeling and identification: numerical and experimental investigation

  • Ingole, Sanjay B.;Chatterjee, Animesh
    • Structural Engineering and Mechanics
    • /
    • v.53 no.2
    • /
    • pp.373-392
    • /
    • 2015
  • In the present work, structural joints have been modeled as a pair of translational and rotational springs and frequency equation of the overall system has been developed using sub-structure synthesis. It is shown that using first few natural frequencies of the system, one can obtain a set of over-determined system of equations involving the unknown stiffness parameters. Method of multi-linear regression is then applied to obtain the best estimate of the unknown stiffness parameters. The estimation procedure has been developed first for a two parameter joint model and then for a three parameter model, in which cross coupling terms are also included. Two cases of structural connections have been considered, first with a cantilever beam with support flexibility and then a pair of beams connected through lap joint. The validity of the proposed method is demonstrated through numerical simulation and by experimentation.

Discussion for Policy Change of the Research Council System in Science and Technology adopting Structural Equation Model (구조방정식 모형을 활용한 과학기술 연구회제도의 정책변동 관리방안)

  • Jang, Mun Yeong;Kim, Pang Ryong;Yi, Chan-Goo
    • Journal of Korea Technology Innovation Society
    • /
    • v.22 no.3
    • /
    • pp.475-502
    • /
    • 2019
  • This study, in order to derive the implications for managing policy changes in the research council system, were analyzed together with research council functions changes as the sub-policy means of achieving the its policy objectives as the excellence of Government-funded Research Institutes (GRIs), and recognition survey of the members of GRIs in the its functions and roles. Through this process, it was intended to derive and discuss ways to organizational change of research council system, to adjust the policy means (autonomy, responsibility and connectivity) to achieve the policy objectives or to redesign the functions of the research council as a sub-policy means. The research method of this study was to establish and analyze the Structural Equation Model (SEM) based on a survey of the members of the GRIs. In addition, it attempted to supplement the limitations of quantitative research methods by analyzing the change process of policy measures with the survey. This policy change management plan of the research council system is expected to contribute to the of a policy formulation necessary for enhancing roles based on autonomy and securing independence in the GRIs, and establishing a direction for development of its management.

Interpersonal Problems and Depression in Nursing Student : Moderating Effects of Online and Offline Social Support (간호대학생의 대인관계문제와 우울 관계 : 온라인 및 오프라인 사회적 지지의 조절효과)

  • Kim, Yeon-Hee;Hur, Hea-Kung
    • The Journal of the Korea Contents Association
    • /
    • v.20 no.8
    • /
    • pp.285-297
    • /
    • 2020
  • Purpose: This study is a structural model study to grasp the moderating effect of online and offline social support in interpersonal and depressive relationships of nursing students. Methods: This study surveyed 264 nursing students. The collected data is analyzed using Exploratory Factor Analysis, Confirmatory Factor Analysis, and PLS-SEM(Partial Least Square Structural Equation Model) using SPSS 25.0 and Smart PLS 3.0. Results: Interpersonal relationship problems and online social support had a significant effect on increasing depression, and offline social support had a significant effect on reducing depression. In addition, in the relationship between interpersonal problems and depression, only offline social support was found to be significant in the moderating effect. Conclusion: To reduce depression due to interpersonal problems of nursing college students, offline social support should be actively provided, and to investigate the moderating effect of online social support, a repetitive study is proposed that includes relevant variables such as social relationship types through SNS.