ERIC Number: EJ1361059
Record Type: Journal
Publication Date: 2021
Pages: 16
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-2056-4880
EISSN: N/A
Learning Analytics Stakeholders' Expectations in Higher Education Institutions: A Literature Review
Mahmoud, Mai; Dafoulas, Georgios; Abd ElAziz, Rasha; Saleeb, Noha
International Journal of Information and Learning Technology, v38 n1 p33-48 2021
Purpose: The objective of this paper is to present a comprehensive review of the literature on learning analytics (LA) stakeholders' expectations to reveal the status of ongoing research in this area and to highlight gaps in research. Design/methodology/approach: Conducting a literature review is a well-known method to establish knowledge and interpret the domain under examination (Snyder, 2019). In this paper, a descriptive approach was used to investigate the different research methods used to tackle LA stakeholders' expectations, which depends on summarising the studies' content and minimising the reviewer's interpretation. Findings: Most of the studies have used interviews and focus groups without testing isolated variables. Moreover, it was concluded that LA awareness and perception are affected by a lack of resources, technical skills, trustworthiness, data availability, accessibility, organisational culture, integration and lack of technology. 10; This paper sheds light on research on LA stakeholders' expectations and highlights the need for investigating developing countries' context in order to test the perception and impact of LA. The study has focussed mainly on papers published in journals, which may have led to missing some previous research papers. Originality/value: Literature review studies provide an overview of the existing LA literature from general focus to analytical methods. As it is a broad topic, this paper focuses on reviewing studies about stakeholders, which will give a fuller understanding of how their expectations are being discussed beyond the currently assumed benefits of LA.
Descriptors: Learning Analytics, Stakeholders, Expectation, Higher Education, College Students, Student Attitudes, College Faculty, Teacher Attitudes, Data Use
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Publication Type: Journal Articles; Information Analyses
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A