Applying the UTAUT Model to Understand Factors Affecting Micro-Lecture Usage by Mathematics Teachers in China

被引:58
作者
Wijaya, Tommy Tanu [1 ]
Cao, Yiming [1 ,2 ]
Weinhandl, Robert [3 ]
Yusron, Eri [4 ]
Lavicza, Zsolt [3 ]
机构
[1] Beijing Normal Univ, Sch Math Sci, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, Fac Educ, Int Ctr Res Math Educ, Beijing 100875, Peoples R China
[3] Johannes Kepler Univ Linz, Linz Sch Educ, STEM Educ, A-4040 Linz, Austria
[4] Univ Pendidikan Indonesia, Pendidikan Guru Anak Usia Dini, Kampus Cibiru, Bandung 40625, Indonesia
关键词
UTAUT model; micro-lecture; technology adoption; mathematics teacher; INFORMATION-TECHNOLOGY; STUDENTS ACCEPTANCE; PRESERVICE TEACHERS; HIGHER-EDUCATION; INTENTION;
D O I
10.3390/math10071008
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In the last decade, micro-lectures have been widely used to teach mathematics, but only a few studies have examined the factors affecting teachers' intentions of using micro-lectures. As teachers are key to integrating modern technologies such as micro-lectures into students' learning processes, knowledge about teachers' intentions in this regard could be of particular importance. This study aimed to analyze the behavioral intention (BI) of mathematics teachers in using micro-lectures in mathematics in China, and identify the most influential factors involved, for the very first time. The Unified Theory of Acceptance and Use of Technology (UTAUT) model was used as a design model to investigate teachers' BIs concerning the use of micro-lectures, and we used an online questionnaire to collect quantitative data. The participants in our research were 174 mathematics teachers from China, 166 of whom provided us with evaluable questionnaire data. Furthermore, partial least squares (PLS) regression was used, and hypothesis testing was performed with the Smart-PLS software. From the results, BI was positively affected by Performance Expectancy (PE), Effort Expectancy (EE), and Social Influence (SI). BI and facility conditions also had positive effects on user behavior; in contrast to other studies, SI had the most significant positive effect on BIs in our study. Our findings could provide insights into both future strategies for successful technology integration in mathematics classes and into mathematics teachers' intentions towards integrating technologies into mathematics teaching.
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页数:20
相关论文
共 88 条
[21]   Factors Affecting MOOC Usage by Students in Selected Ghanaian Universities [J].
Fianu, Eli ;
Blewett, Craig ;
Ampong, George Oppong Appiagyei ;
Ofori, Kwame Simpe .
EDUCATION SCIENCES, 2018, 8 (02)
[22]   EVALUATING STRUCTURAL EQUATION MODELS WITH UNOBSERVABLE VARIABLES AND MEASUREMENT ERROR [J].
FORNELL, C ;
LARCKER, DF .
JOURNAL OF MARKETING RESEARCH, 1981, 18 (01) :39-50
[23]   A first step towards a model for teachers' adoption of ICT pedagogy in schools [J].
Gellerstedt, Martin ;
Babaheidari, Said Morad ;
Svensson, Lars .
HELIYON, 2018, 4 (09)
[24]   Teacher Practice and Integration of ICT: Why Are or Aren't South African Teachers Using ICTs in Their Classrooms [J].
Graham, Marien Alet ;
Stols, Gerrit ;
Kapp, Ruan .
INTERNATIONAL JOURNAL OF INSTRUCTION, 2020, 13 (02) :749-766
[25]  
Hair J.F., 2016, A First on Partial Least Squares Structural Equation Modeling (PLS-SEM), V2nd, DOI [DOI 10.1007/978-3-319-57413-415, 10.15358/9783800653614]
[26]   Multivariate data analysis in pharmaceutics: A tutorial review [J].
Rajalahti, Tarja ;
Kvalheim, Olav M. .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2011, 417 (1-2) :280-290
[27]   Partial Least Squares: The Better Approach to Structural Equation Modeling? [J].
Hair, Joseph F. ;
Ringle, Christian M. ;
Sarstedt, Marko .
LONG RANGE PLANNING, 2012, 45 (5-6) :312-319
[28]  
Han J.L., 2019, English Language Teaching, V12, P209
[29]   The Hungry Ant: Development of Video-Based Learning on Polyhedron [J].
Hermita N. ;
Putra Z.H. ;
Alim J.A. ;
Tang J. ;
Wijaya T.T. ;
Li L. ;
Pereira J. ;
Tamur M. .
International Journal of Interactive Mobile Technologies, 2021, 15 (17) :18-32
[30]  
Hofstede G., 2001, CULTURES CONSEQUENCE, DOI [10.1016/S0005-7967(02)00184-5, DOI 10.1016/S0005-7967(02)00184-5, DOI 10.1177/017084068300400409]