Visualizations and Dashboards for Learning Analytics: A Systematic Literature Review
نویسندگان
چکیده
The purpose of this chapter is to present a summary the dashboard and visualization studies carried out within scope learning analytics. Learning analytics dashboards are customizable control panels displaying personalized features which adapt process in real time. Seventy six were selected as primary studies. These consist journal articles conference papers. Detailed information about conferences journals these papers presented. Categories determined (1) keywords, (2) stakeholders (target group) year, (3) study group (participants), (4) techniques, (5) method, (6) data collection tools, (7) variables, (8) theoretical background. findings eight categories presented discussed.
منابع مشابه
Learning Analytics and Educational Data Mining in Practice: A Systematic Literature Review of Empirical Evidence
This paper aims to provide the reader with a comprehensive background for understanding current knowledge on Learning Analytics (LA) and Educational Data Mining (EDM) and its impact on adaptive learning. It constitutes an overview of empirical evidence behind key objectives of the potential adoption of LA/EDM in generic educational strategic planning. We examined the literature on experimental ...
متن کاملAssociations Between Students' Approaches to Learning and Learning Analytics Visualizations
We investigated the connection between Students’ Approaches to Learning and different information presented in learning analytics visualizations. Students’ approaches to learning are a construct studied in educational psychology. They are context dependent and can be either surface or deep. In a field experiment, we discovered a significant interaction effect between learning analytics visualiz...
متن کاملProblem-Based Learning Approach in Medical Education in Iran: A Systematic literature Review
Introduction: Problem solving skills are at the highest level of human cognition and are considered to be the most valuable educational goals. Due to the nature of the discipline, medical students need to upgrade their problem-solving skills. This article aimed to investigate the findings of studies on the use of problem-based Learning in medical education. Methods: In this systematic review, u...
متن کاملDashboards for improving patient care: Review of the literature
AIM This review aimed to provide a comprehensive overview of the current state of evidence for the use of clinical and quality dashboards in health care environments. METHODS A literature search was performed for the dates 1996-2012 on CINAHL, Medline, Embase, Cochrane Library, PsychInfo, Science Direct and ACM Digital Library. A citation search and a hand search of relevant papers were also ...
متن کاملA meta-synthesis study of literature review and systematic review published in nurse prescribing
Background :Prescribing represents a new aspect of practice for nurses. To make qualitative results more accessible to clinicians, researchers, and policy makers, individuals are urged to synthesize findings from related studies. Therefore this study aimed to aggregate and interpret existing literature review and systematic studies to obtain new insights on nurse prescription. Methods : Thi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Advances in analytics for learning and teaching
سال: 2021
ISSN: ['2662-2130', '2662-2122']
DOI: https://doi.org/10.1007/978-3-030-81222-5_1