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Fitting Covariance Models for Theory Generation

Joerg Evermann, Mary Tate
2011 Journal of the AIS  
This paper shows that as part of the pursuit of model fit, researchers using CB-SEM can provide deeper insights into a phenomenon, allowing us to build theories based on quantitative data.  ...  As such, it is traditionally viewed as a method to test theory, rather than build it.  ...  The next section discusses how model diagnostics and theory building can occur in the context of CB-SEM analyses.  ... 
doi:10.17705/1jais.00276 fatcat:rioq4oxydjht5alaodci2uxequ

From Epistemology to Structural Equation Modeling: An Essential Guide in Understanding the Principles of Research Philosophy in Selecting the Appropriate Methodology

2019 Australian Journal of Basic and Applied Sciences  
Confirmatory modelling strategy is a straightforward application for SEM, in which, researchers use SEM to assess how well a specific research model fits the data (Hair et al., 2010) .  ...  Researchers should evaluate the model fit (Modeling and Lix, 2010) . Identifying how well a research model explains the data is referred to as the model-fit evaluation (Kline, 2011) .  ... 
doi:10.22587/ajbas.2019.13.9.12 fatcat:xlucz2rc7fgo3jbbuad7n3rfh4

A Multi-Center Structural Equation Modeling Approach to Investigate Interpersonal Violence Screening for Public Health Promotion

Lan Jiang, Melissa A. Sutherland, M. Katherine Hutchinson, Bing Si
2021 Frontiers in Public Health  
violence based upon Theory of Planned Behavior from a quantitative perspective.Results & Conclusions: We successfully examine the efficacy of the Theory of Planned Behavior proposed by Ajzen to predict  ...  The proposed research develops a system-level multi-center structural equation model framework to rigorously integrate data from the two studies and examine providers' screening behavior for interpersonal  ...  ACKNOWLEDGMENTS We would like to acknowledge the principal investigators of HCP and NPVS studies, other researchers who contributed to data collection of the studies, and the healthcare providers who participated  ... 
doi:10.3389/fpubh.2021.637222 pmid:34178912 pmcid:PMC8226006 fatcat:cqnuw3uulbd3tbltuujp3mszhq

Access to primary care for socio-economically disadvantaged older people in rural areas: exploring realist theory using structural equation modelling in a linked dataset

John A. Ford, Andy Jones, Geoff Wong, Allan Clark, Tom Porter, Nick Steel
2018 BMC Medical Research Methodology  
Model fit indices showed adequate fit.  ...  and use SEM to quantitatively test the CMO configurations.  ...  Availability of data and materials The data that support the findings of this study are available from NatCen and NHS England but restrictions apply to the availability of these data, which were used under  ... 
doi:10.1186/s12874-018-0514-x pmid:29914411 pmcid:PMC6006834 fatcat:doheqbnllvdtxoiwheypujt7wq

Motivational Strategies to Improve Artisan's Productivity in the Construction Industry in Ghana

Timothy Adu Gyamfi, Edward Nana-Addy, William Gyedu Asiedu
2020 Journal of Building Construction and Planning Research  
Statistical Package for Social Sciences (SPSS) and Partial Least Squares-Structural Equation Modeling (PLS-SEM) were used to analyse the data collected.  ...  The study adopted a descriptive cross-sectional research design utilising the quantitative approach.  ...  Again, the benefit of SEM over linear regression is that it [66] . PLS SEM is described as a method most appropriate where the study intention is prediction or exploratory modeling.  ... 
doi:10.4236/jbcpr.2020.84019 fatcat:to7nly42xbdnzbcdhplmx327ua

Mitigation Policy Acceptance Model: An Analysis of Individual Decision Making Process toward Residential Seismic Strengthening

Hao-Teng Cheng, Ko-Wan Tsou
2018 International Journal of Environmental Research and Public Health  
in MPAM from theories and past research.  ...  According to the results, the result of model fit test has confirmed the MPAM framework, and two thinking modes could be associated together when people face a risky decision-making process.  ...  The founding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.  ... 
doi:10.3390/ijerph15091883 pmid:30200260 pmcid:PMC6164328 fatcat:qgqzpwahqnesfn3nzhd4enr7gi

Online brand community strategy in achieving e-loyalty in the Indonesian e-commerce industry

Agus Kurniawan, Lili Adi Wibowo, Agus Rahayu, C. I. Yulianti, Tika Annisa, Ari Riswanto
2021 International Journal of Data and Network Science  
Data analysis technique is implemented by using Structural Equation Modeling (SEM) with IBM SPSS AMOS version 22.0.  ...  The research uses a simple random sampling method and probability sampling techniques to 200 account users.  ...  In theory, SEM generally has a sample of 200 to 400 for models that have indicators between 10 and 15, in order to anticipate sampling errors.  ... 
doi:10.5267/j.ijdns.2021.7.002 fatcat:dqxksvb755fkxmbyjixspiyxwu

An Empirical Study on the Stakeholders Support on Rural Tourism and Sustainable Growth in Community Business-A Case Study of Karaikudi, Tamilnadu, India

S. Yavana Rani
2017 AMBER – ABBS Management Business and Entrepreneurship Review  
The social exchange theory and stakeholders theory provide the theoretical background for this study.The study is descriptive in nature, and is based on both quantitative methodology to investigate the  ...  strategies for sustainable growth of business using Structural Equation Modeling (SEM).  ...  The final model has been tested and found to be a good fit the data and the possible model for this study.  ... 
doi:10.23874/amber/2017/v8/i2/166117 fatcat:4wzytuqimvevpnuivynjgscexe

Recognizing and Anticipating Stress Related Complacent Behavior in the Manufacturing Industries

2019 Journal of Organizational Psychology  
The purpose of this quantitative correlational study was to evaluate the relationship between leaders' emotional intelligence resources and their ability to recognize stressful employees thus, prevent  ...  Numerous safety studies suggest that stress complacency related accidents in manufacturing industries continue to cause injuries or fatalities because of the absence of emotional resources for leaders,  ...  It was necessary to apply Confirmatory Factor Analysis to help the model fit of correlation, the final Model to answer question 1 was build using SEM.  ... 
doi:10.33423/jop.v19i5.2512 fatcat:p2o3dvgw7jcdrbjfj26iplvqre

Encouraging Best Practice in Quantitative Management Research: An Incomplete List of Opportunities

Raj Echambadi, Benjamin Campbell, Rajshree Agarwal
2006 Journal of Management Studies  
The paper identifies some common problems encountered in quantitative methodology and provides information on current best practice to resolve these problems.  ...  Finally, we discuss approaches that move beyond existing research designs, including the development and use of datasets that embody linkages across levels of analysis, or combine qualitative and quantitative  ...  Since the process of management theory building benefits from the application of both approaches, we are pleased that this article on quantitative (deductive) methods is accompanied by the article by  ... 
doi:10.1111/j.1467-6486.2006.00660.x fatcat:tlxfzm4xnfczzgafpe2z2h6p34

An Empirical Investigation on Taxi Hailing Mobile App Adoption: A Structural Equation Modelling

Herman Fassou Haba, Omkar Dastane
2018 Business Management and Strategy  
Confirmatory Factors Analysis (CFA) and Structural Equation Modelling (SEM) are used in order to answer the research questions.  ...  Convenience sampling technique is used to collect data from a sample of 202 respondents.  ...  whether or not the model is fit to undertake a structural equation modelling (SEM) and the structural equation modelling (SEM) is used in this study for the purpose of testing the research hypothesis  ... 
doi:10.5296/bms.v9i1.13006 fatcat:6u3wvxpnhbehdej63x4wo6g7p4

Influence between Banking Service Quality and Brand Image Against Customer Relationship and Loyalty in Sharia Bank

Selamet Riyadi
2019 EUROPEAN RESEARCH STUDIES JOURNAL  
in detail, like the Structural Equation Modeling (SEM).  ...  Quantitative research is a systematic study of the parts and phenomena and their relationships while qualitative research is known as a research method that aims to develop new ideas and study the phenomenon  ...  The purpose of quantitative research is to develop and use models, theories, and/or hypotheses related to natural phenomena.  ... 
doi:10.35808/ersj/1475 fatcat:kalccprdxfctjc4k5qp2otxz7i

THE EFFECT OF ORGANIZATIONAL CULTURE ON ORGANIZATIONAL EFFECTIVENESS: CASE STUDY ON HOTEL-X JAKARTA

Alvin Liputra, Munawaroh Munawaroh
2017 Journal of Business on Hospitality and Tourism  
Then, the understandings of theoretical are translated into Structural Equation Modeling (SEM) model.  ...  The SEM analysis discloses that there is significant influence of organizational culture to the organizational effectiveness and strategic direction tends to be the strongest factor loading of organizational  ...  In order to know whether an organization is effective or not, there are a number of perspectives theories regarding how to measure the effectiveness of an organization.  ... 
doi:10.22334/jbhost.v2i1.38 fatcat:55vigkm7njg4jfd5qab2xbuhma

An Overview on R Packages for Structural Equation Modeling

Haibin Qiu, Yanan Song, Tingdi Zhao
2014 Research Journal of Applied Sciences Engineering and Technology  
exploratory modeling, meaning they are matched to both hypothesis testing and theory development.  ...  The aim of this study is to present overview on R packages for structural equation modeling.  ...  It is a necessary work for building excellent and enough SEM packages for R users to do research.  ... 
doi:10.19026/rjaset.7.785 fatcat:ajvdzej4mjhp7l6ssakrqza5sy

Corporate Brand Image and Customer Satisfaction on Loyalty: An Empirical Study of Starbucks Coffee in Taiwan

Yu-Te Tu, Hsiao-Chien Chang .
2012 Journal of Social and Development Sciences  
There were 199 usable questionnaires to analyze descriptive statistics, reliability, validity, and SEM model.  ...  It costs more than five times as much to obtain a new customer than to keep an existing one. This initial study was from relevant literature, then set up research structure and hypotheses.  ...  Although the SEM provides a good fit to the hypothesized model, future research could use a different design to examine the causal relationships posited by the theories, such as marketing mix (4Ps) and  ... 
doi:10.22610/jsds.v3i1.682 fatcat:z6y64lit5najfbnr6pzo54bmzm
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