A Review on Learning Analytics Researches
In this study, which examines the research of learning analytics, it is aimed to examine the researches in ERIC database in terms of research methods and to present general trends. It was determined that 97 out of 286 articles obtained as a result of searching and filtering for this purpose were related to the subject of learning analytics and general trends were revealed through these articles. The articles have been analyzed by the content analysis method and the results show that the articles were published mostly in JLA, the articles were produced in the USA and grounded theory from qualitative methods were mostly used in articles. In the studies, LMS log data was used as a data collection tool. In the selection of the sample, the whole universe was preferred and data were collected from the students at the higher education level. These results are believed to be beneficial to the researchers who will work on learning analytics.
Anahtar Kelimeler: Learning analytics, ERIC, content analysis
A Review on Learning Analytics Researches
In this study, which examines the research of learning analytics, it is aimed to examine the researches in ERIC database in terms of research methods and to present general trends. It was determined that 97 out of 286 articles obtained as a result of searching and filtering for this purpose were related to the subject of learning analytics and general trends were revealed through these articles. The articles have been analyzed by the content analysis method and the results show that the articles were published mostly in JLA, the articles were produced in the USA and grounded theory from qualitative methods were mostly used in articles. In the studies, LMS log data was used as a data collection tool. In the selection of the sample, the whole universe was preferred and data were collected from the students at the higher education level. These results are believed to be beneficial to the researchers who will work on learning analytics.
Keywords: Learning analytics, ERIC, content analysis