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What is Confirmatory Factor Analysis (CFA)

Handbook of Research on Project Management Strategies and Tools for Organizational Success
A statistical technique that allows to contrast a theoretical model in which the researcher a priori establishes the total set of relationships between the elements that configure it.
Published in Chapter:
Incidence of Organizational Culture on Management Effectiveness of Information Technology Projects
Dora Alba Ariza (Universidad EAN, Colombia)
DOI: 10.4018/978-1-7998-1934-9.ch004
Abstract
This chapter describes the findings of a research aimed to determine the cultural characteristics which have incidence on the management effectiveness of IT projects. A quantitative study was carried out. Confirmatory factor analysis (CFA) and structural equation modelling (SEM) were applied. A random sample of 139 respondents conformed by leaders and team members who developed IT projects in private companies from different economic sectors located in Bogotá, Colombia was used. The evidence shows that the adaptation to solve problems has incidence in the management effectiveness of IT projects and the compliance of stakeholder expectations can be predicted from the alignment level of the projects with the strategy and the consideration of their needs and opinions. The study extends the theory in project management and information technology. The results can guide the efforts of project offices to identify cultural characteristics which can be intervened to enhance the project success.
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Cryptocurrency Adoption Behaviour of Millennial Investors in India
It is a statistical method used to evaluate a measurement model that describes the links between observable variables and latent structures or components.
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Investigating the Service Quality of Chatbots on Telecom Service Providers' Websites and Apps
A statistical technique used in research to test whether a pre-defined model of latent variables and observed variables fits the collected data (Marsh et al., 2020 AU128: The in-text citation "Marsh et al., 2020" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ). It helps confirm if the relationships expected between different groups of variables actually exist.
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