Performance indicators in online distance learning courses: a study of management education

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Procrastination, participation, and performance in online learning environments (2011, background): “Similarly, Alstete and Beutell (2004) found that the strongest indicator of student performance in online courses was related to the use of discussion forums.”
Online Course Delivery: An Empirical Investigation of Factors Affecting Student Satisfaction (2009, background): “Both student and faculty interest in distance learning has continued to increase as technology improves and fully supports this mode of course delivery (e.g., Alstete & Beutell, 2004; McFarland & Hamilton, winter 2005/2006; Tabatabaei, Schrottner, & Reichgelt, 2006).”
Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success (2016, methodology): “…Pradas, Conde ‐ González, & Hernández ‐ García, 2014; Romero, López, Luna, & Ventura, 2013; Romero, Ventura, & García, 2008; Zafra, Romero, & Ventura, 2011); and III. combinations of data sources described under i) and ii) (Alstete & Beutell, 2004; Barber & Sharkey, 2012; Jayaprakash et al., 2014).”