Table V

Use of LA for providing personalized assistance to students

InstitutionMajor outcomesSource
Albany Technical CollegeBased on analysis of students’ study results, demographics and social data, at-risk students were identified for providing individual counsellingKarkhanis and Dumbre (2015) 
Bridgewater CollegeTutors were provided with detailed information to discuss with students on their progress against targets and suggested actionsSclater et al. (2016) 
Open Universities AustraliaStudents obtained from the system recommended content and activities and a personalized learning environmentAtif et al. (2013) 
The Technical University of MadridThe LA system provided information for preventing problems, carrying out corrective measures and improving students’ learningFidalgo-Blanco et al. (2015) 
University of MichiganCustomized recommendations were provided, including suggestions on study habits, assignment practice, feedback on progress and encouragementMattingly et al. (2012) 

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