Technology-enhanced learning in higher education: A bibliometric analysis with latent semantic approach

被引:155
作者
Shen, Chien-wen [1 ]
Ho, Jung-tsung [1 ]
机构
[1] Natl Cent Univ, Dept Business Adm, 300 Zhongda Rd, Taoyuan 32001, Taiwan
关键词
Technology-enhanced learning; Bibliometrics analysis; Direct citation network; Topic analysis; Latent semantic analysis; STUDENTS BEHAVIORAL INTENTION; ACCEPTANCE MODEL; INTERACTIVE WHITEBOARDS; EMPIRICAL-EXAMINATION; FACULTY MEMBERS; SOCIAL MEDIA; TEACHERS; IMPACT; PERCEPTIONS; DESIGN;
D O I
10.1016/j.chb.2019.106177
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Technology-enhanced learning (TEL) describes information and communication technology applications as enhancing the outcomes of teaching and learning. Its adoption in higher education is an innovation as well as a disruption to conventional learning mechanisms. To further understand its development from the perspective of academic communities, a hybrid bibliometric approach that combines both direct citation network analysis and text analytics was proposed to examine the related research articles retrieved from the Web of Science database. In addition to visual analytics on the TEL research, a direct citation network approach with cluster analysis was used to delineate the historiographic development of the TEL research domain in higher education. Among the top internally cited articles, five main streams of TEL development were identified, namely adoption, critique, social media, podcasting, and blended learning. Then, the accumulated state of knowledge was summarized by highlighting the essential subgroup topics in each stream with latent semantic analysis. The extraction of the key features of the research domain by the proposed hybrid approach, including the principal streams of development, associated subgroup topics, and a critical article list, contributes a comprehensive method to enable the rapid understanding of the overall research development of the TEL in higher education.
引用
收藏
页数:12
相关论文
共 111 条
[1]   Investigating the influence of the most commonly used external variables of TAM on students' Perceived Ease of Use (PEOU) and Perceived Usefulness (PU) of e-portfolios [J].
Abdullah, Fazil ;
Ward, Rupert ;
Ahmed, Ejaz .
COMPUTERS IN HUMAN BEHAVIOR, 2016, 63 :75-90
[2]   Developing a General Extended Technology Acceptance Model for E-Learning (GETAMEL) by analysing commonly used external factors [J].
Abdullah, Fazil ;
Ward, Rupert .
COMPUTERS IN HUMAN BEHAVIOR, 2016, 56 :238-256
[3]   Examining a Web-Based Peer Feedback System in an Introductory Computer Literacy Course [J].
Adiguzel, Tufan ;
Varank, Ilhan ;
Erkoc, Mehmet Fatih ;
Buyukimdat, Meryem Koskeroglu .
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 13 (01) :237-251
[4]  
Aghaei A., 2013, Asian Social Sciences, V9, P18, DOI DOI 10.5539/ASS.V9N5P18
[5]   Why do faculty members use or not use social networking sites for education? [J].
Akcayir, Gokce .
COMPUTERS IN HUMAN BEHAVIOR, 2017, 71 :378-385
[6]  
Al-Adwan AS, 2018, INT REV RES OPEN DIS, V19, P221
[7]  
Al-Rahmi WM, 2015, INT REV RES OPEN DIS, V16, P177
[8]   COMPUTER-MEDIATED COLLABORATIVE LEARNING - AN EMPIRICAL-EVALUATION [J].
ALAVI, M .
MIS QUARTERLY, 1994, 18 (02) :159-174
[9]   Perceptions of the use of intelligent information access systems in university level active learning activities among teachers of biomedical subjects [J].
Aparicio, Fernando ;
Luz Morales-Botello, Maria ;
Rubio, Margarita ;
Hernando, Asuncion ;
Munoz, Rafael ;
Lopez-Fernandez, Hugo ;
Glez-Pena, Daniel ;
Fdez-Riverola, Florentino ;
de la Villa, Manuel ;
Mana, Manuel ;
Gachet, Diego ;
de Buenaga, Manuel .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2018, 112 :21-33
[10]   An intelligent information access system assisting a case based learning methodology evaluated in higher education with medical students [J].
Aparicio, Fernando ;
De Buenaga, Manuel ;
Rubio, Margarita ;
Hernando, Asuncion .
COMPUTERS & EDUCATION, 2012, 58 (04) :1282-1295