Exploring Faculty Perceptions and Implementation of Learning Analytics in Higher Education

被引:0
|
作者
Uukkivi, Anne [1 ]
Labanova, Oksana [1 ]
Lellep, Karin [1 ]
Maksimova, Natalja [1 ]
机构
[1] TTK Univ Appl Sci, Parnu Mnt 62, EE-10315 Tallinn, Estonia
关键词
Learning analytics implementation process; Teacher's perceptions; Moodle learning analytics tools;
D O I
10.1007/978-3-031-51979-6_43
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study aims to provide an overview of the Learning Analytics (LA) implementation process and to explore faculty members' perceptions of the use of Moodle LA tools in their teaching practices. It seeks to identify the benefits and challenges of implementing LA and provide insights into how faculty members perceive the use of Moodle LA tools in their teaching. Understanding these perceptions and challenges will assist in developing effective strategies to promote the use of LA and ultimately improve student learning outcomes. The paper reviews existing literature on LA implementation and faculty member perceptions and analyzes data from a survey. The study finds that developing a comprehensive strategy for implementing LA is crucial, as faculty members face various challenges such as lack of understanding, time, and motivation. Also, prerequisites like the need for constant Moodle course activities for using LA tools can be difficult. The study also suggests the 4 steps LA implementation strategy and the need for regular communication and training to enhance faculty members' skills and awareness of LA benefits.
引用
收藏
页码:412 / 419
页数:8
相关论文
共 50 条
  • [1] 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
  • [2] EXPLORING STUDENT PERCEPTIONS OF LEARNING ANALYTICS IN HIGHER EDUCATION - DEVELOPING APPROACHES FOR CONSULTATION AND FEEDBACK
    Richardson, J.
    [J]. 11TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI2018), 2018, : 3675 - 3680
  • [3] Higher Education Faculty Perceptions and Needs on Neuroeducation in Teaching and Learning
    Fragkaki, Maria
    Mystakidis, Stylianos
    Dimitropoulos, Konstantinos
    [J]. EDUCATION SCIENCES, 2022, 12 (10):
  • [4] Reforming higher education with ePortfolio implementation, enhanced by learning analytics
    Pospisilova, Linda
    Rohlikova, Lucie
    [J]. COMPUTERS IN HUMAN BEHAVIOR, 2023, 138
  • [5] Students' Perceptions about Learning Analytics in a Brazilian Higher Education Institution
    Falcao, Taciana Pontual
    Ferreira, Rafael
    Rodrigues, Rodrigo Lins
    Diniz, Juliana
    Gasevic, Dragan
    [J]. 2019 IEEE 19TH INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES (ICALT 2019), 2019, : 204 - 206
  • [6] Exploring women faculty's experiences and perceptions in higher education: the effects of feminism?
    Midkiff, Brooke
    [J]. GENDER AND EDUCATION, 2015, 27 (04) : 376 - 392
  • [7] Faculty Motivations and Perceptions of Service-Learning in Christian Higher Education
    Lewing, James Morgan
    [J]. CHRISTIAN HIGHER EDUCATION, 2019, 18 (04) : 294 - 315
  • [8] Institutional factors for faculty members' implementation of blended learning in higher education
    Anthony, Bokolo, Jr.
    [J]. EDUCATION AND TRAINING, 2021, 63 (05): : 701 - 719
  • [9] Perceptions and expectations about Learning Analytics from a Brazilian Higher Education Institution
    Falcao, Taciana Pontual
    Mello, Rafael Ferreira
    Rodrigues, Rodrigo Lins
    Basto Diniz, Juliana Regueira
    Tsai, Yi-Shan
    Gasevic, Dragan
    [J]. LAK20: THE TENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, 2020, : 240 - 249
  • [10] Learning Analytics of the Results of Faculty Further Education
    Khasanova, Gulnara F.
    Samsutdinova, Alsu, I
    [J]. MOBILITY FOR SMART CITIES AND REGIONAL DEVELOPMENT - CHALLENGES FOR HIGHER EDUCATION, VOL 1, 2022, 389 : 322 - 328