DIGITAL LEARNING ANALYTICS IN HIGHER EDUCATION

被引:0
|
作者
Sousa, M. J. [1 ,2 ,3 ]
Rocha, A. [1 ,3 ]
机构
[1] Univ Coimbra, Coimbra, Portugal
[2] Univ Europeia, Lisbon, Portugal
[3] AISTI, Rio Tinto, Portugal
关键词
digital learning; higher education; learning analytics; effectiveness; learning processes;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
This paper presents a research on the effectiveness of digital learning in Higher Education and how this can be measured. This research aims to bridge the gap between scientific and practice-oriented research about digital learning. The focus will be on learning analytics with the goal to identify the potential of digital education for Universities. To achieve this goal, we conducted a literature review of which have resulted in the following research questions: What are the higher education contexts in which digital learning can take place? What are the primary metrics which allows measuring the efficiency of digital learning in higher education contexts? The methodological approach of the research was qualitative, and the main technique to collect and analyze data was content analysis from the literature review of papers on digital learning contexts and digital learning analytics. The results of the present study show that digital learning analytics can enhance the efficacy of the impact of the learning process in organizations and that contexts for learning supported on mobile technologies, tablet and smartphone applications become more and more popular among the students.
引用
收藏
页码:787 / 793
页数:7
相关论文
共 50 条
  • [1] Learning Analytics and Digital Badges: Potential Impact on Student Retention in Higher Education
    Mah D.-K.
    [J]. Technology, Knowledge and Learning, 2016, 21 (3) : 285 - 305
  • [2] Learning analytics in higher education: a preponderance of analytics but very little learning?
    Carolina Guzmán-Valenzuela
    Carolina Gómez-González
    Andrés Rojas-Murphy Tagle
    Alejandro Lorca-Vyhmeister
    [J]. International Journal of Educational Technology in Higher Education, 18
  • [3] DIGITAL TRANSFORMATION OF HIGHER EDUCATION: COMPETING ON ANALYTICS
    Seres, L.
    Pavlicevic, V.
    Tumbas, P.
    [J]. 12TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED), 2018, : 9491 - 9497
  • [4] Learning analytics in higher education: a preponderance of analytics but very little learning?
    Guzman-Valenzuela, Carolina
    Gomez-Gonzalez, Carolina
    Rojas-Murphy Tagle, Andres
    Lorca-Vyhmeister, Alejandro
    [J]. INTERNATIONAL JOURNAL OF EDUCATIONAL TECHNOLOGY IN HIGHER EDUCATION, 2021, 18 (01)
  • [5] Learning Analytics in Higher Education: Assessing Learning Outcomes
    Alves, Paulo
    Morais, Carlos
    Miranda, Luisa
    [J]. PROCEEDINGS OF THE 16TH EUROPEAN CONFERENCE ON E-LEARNING (ECEL 2017), 2017, : 25 - 32
  • [6] EXPLORING THE POSSIBILITIES OF LEARNING ANALYTICS IN HIGHER EDUCATION
    Vas, Reka
    Szucs, Patricia Zsuzsanna
    [J]. 14TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED2020), 2020, : 8527 - 8532
  • [7] Application of Learning Analytics to Improve Higher Education
    Llopis-Albert, Carlos
    Rubio, Francisco
    [J]. MULTIDISCIPLINARY JOURNAL FOR EDUCATION SOCIAL AND TECHNOLOGICAL SCIENCES, 2021, 8 (02): : 1 - 18
  • [8] The current landscape of learning analytics in higher education
    Viberg, Olga
    Hatakka, Mathias
    Balter, Olof
    Mavroudi, Anna
    [J]. COMPUTERS IN HUMAN BEHAVIOR, 2018, 89 : 98 - 110
  • [9] Mapping the study of learning analytics in higher education
    Zhang, Jinzhuo
    Zhang, Xi
    Jiang, Shan
    Ordonez de Pablos, Patricia
    Sun, Yongqiang
    [J]. BEHAVIOUR & INFORMATION TECHNOLOGY, 2018, 37 (10-11) : 1142 - 1155
  • [10] Learning analytics platform in higher education in Japan
    Flanagan, Brendan
    Ogata, Hiroaki
    [J]. KNOWLEDGE MANAGEMENT & E-LEARNING-AN INTERNATIONAL JOURNAL, 2018, 10 (04) : 469 - 484