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Statistical Modelling of the Impact of Online Courses in Higher Education on Sustainable Development
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Arango-Uribe, Marta Luz; Barrera-Causil, Carlos Javier; Pallares, Vladimir; Rojas, Jessica Maria; Mercado Díaz, Luís Roberto; Marrone, Rebecca; Marmolejo-Ramos, Fernando – International Journal of Sustainability in Higher Education, 2023
Purpose: The concept of sustainable development (SD) is a popular response to society's need to preserve and extend the life span of natural resources. One of the 17 goals of the SD is "education quality" (Fourth Goal of Sustainable Development [SDG-4]). Education quality is an important goal because education is a powerful force that…
Descriptors: Sustainable Development, Structural Equation Models, Online Courses, Higher Education
Identifying Dynamic Shifts to Careless and Insufficient Effort Behavior in Questionnaire Responses; a Novel Approach and Experimental Validation
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Zachary J. Roman; Patrick Schmidt; Jason M. Miller; Holger Brandt – Structural Equation Modeling: A Multidisciplinary Journal, 2024
Careless and insufficient effort responding (C/IER) is a situation where participants respond to survey instruments without considering the item content. This phenomena adds noise to data leading to erroneous inference. There are multiple approaches to identifying and accounting for C/IER in survey settings, of these approaches the best performing…
Descriptors: Structural Equation Models, Bayesian Statistics, Response Style (Tests), Robustness (Statistics)