ERIC Number: EJ1356794
Record Type: Journal
Publication Date: 2022-Dec
Pages: 15
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0266-4909
EISSN: EISSN-1365-2729
Available Date: N/A
Evaluating a Learning Analytics Dashboard to Detect Dishonest Behaviours: A Case Study in Small Private Online Courses with Academic Recognition
Journal of Computer Assisted Learning, v38 n6 p1574-1588 Dec 2022
Background: Small private online courses (SPOCs) are one of the strategies to introduce the massive open online courses (MOOCs) within the university environment and to have these courses validates for academic credit. However, numerous researchers have highlighted that academic dishonesty is greatly facilitated by the online context in which SPOCs are offered. And while numerous algorithms have already been proposed, no research has been performed on how to transfer this information to instructors, so that they can intervene and decrease the prevalence of this issue. Objectives: In this article, we present a qualitative evaluation of a tool for detecting and monitoring students suspected of academic dishonesty in SPOCs in Selene, a Colombian instance of Open edX. Methods: The evaluation was carried out through semi-structured interviews with four instructors who taught SPOCs with academic recognition at the University of Cauca. Results: The evaluation results indicated that participants found the dashboard reliable and appropriate to detect academic dishonesty behaviours in order to intervene in these cases. Implications: But interventions are difficult to systematise, need an institutional policy, and there is uncertainty about whether these interventions can actually contribute to decreasing academic dishonesty.
Descriptors: Learning Analytics, Cheating, Integrated Learning Systems, Intervention, Online Courses, Incidence, Computer Software, Identification, MOOCs, College Faculty, Teacher Attitudes, Universities, Reliability, School Policy, Prevention, Foreign Countries
Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www-wiley-com.bibliotheek.ehb.be/en-us
Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Colombia
Grant or Contract Numbers: N/A
Author Affiliations: N/A