Factors influencing technology integration among mathematics educators in South Africa: A modified UTAUT2 perspective.

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Bibliographic Details
Title:	Factors influencing technology integration among mathematics educators in South Africa: A modified UTAUT2 perspective.
Authors:	Musasa, Antony¹, Goto, Jameson¹ jgoto@uj.ac.za, Lautenbach, Geoffrey¹
Source:	Contemporary Educational Technology. Apr2025, Vol. 17 Issue 2, p1-21. 21p.
Subject Terms:	Exploratory factor analysis, Mathematics education, *Factor structure, Confirmatory factor analysis, Structural equation modeling, Integrals
Abstract:	Educators must effectively integrate technology into their teaching practices in today’s technology-driven world. This study investigated factors influencing technology integration into teaching among mathematics educators in Gauteng secondary schools in South Africa. The unified theory of acceptance and use of technology, extended by adding the technological pedagogical content knowledge (TPACK) framed the study. Data was collected using an online questionnaire from 309 mathematics educators. Exploratory and confirmatory factor analyses were used to validate and verify the measurement model. The structural equation modelling analyses indicated that hedonic motivation (HM), performance expectancy (PE) and TPACK influenced behavioral intention (BI) to integrate technology. TPACK, facilitating conditions (FC), effort expectancy (EE), social influence (SIN), descriptive norms (SID) and habit (HT) influenced the behavioral use (BU) of technology integration. The second-order structural modelling indicated that all the constructs contributed to technology integration. Still, TPACK was the most important, with the highest explained variance of 64.4%, followed by EE, FC, HM and HT, which all had explained variances above 50%. BI and BU, PE and social influence contributed less than 50% of the explained variance. Our findings could provide insights into future interventions for effective technology integration for in-service educator training. [ABSTRACT FROM AUTHOR]
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Database:	Education Research Complete

Description
Abstract:	Educators must effectively integrate technology into their teaching practices in today’s technology-driven world. This study investigated factors influencing technology integration into teaching among mathematics educators in Gauteng secondary schools in South Africa. The unified theory of acceptance and use of technology, extended by adding the technological pedagogical content knowledge (TPACK) framed the study. Data was collected using an online questionnaire from 309 mathematics educators. Exploratory and confirmatory factor analyses were used to validate and verify the measurement model. The structural equation modelling analyses indicated that hedonic motivation (HM), performance expectancy (PE) and TPACK influenced behavioral intention (BI) to integrate technology. TPACK, facilitating conditions (FC), effort expectancy (EE), social influence (SIN), descriptive norms (SID) and habit (HT) influenced the behavioral use (BU) of technology integration. The second-order structural modelling indicated that all the constructs contributed to technology integration. Still, TPACK was the most important, with the highest explained variance of 64.4%, followed by EE, FC, HM and HT, which all had explained variances above 50%. BI and BU, PE and social influence contributed less than 50% of the explained variance. Our findings could provide insights into future interventions for effective technology integration for in-service educator training. [ABSTRACT FROM AUTHOR]
ISSN:	1309517X
DOI:	10.30935/cedtech/15890