This study examined possible gender differences in pre-service teachers' perceived acceptance of technology in their professional work under the framework of the technology acceptance model (TAM). Based on a sample of pre-service teachers, a series of progressively more stringent measurement invariance tests (configural, metric, and scalar invariances, as well as latent mean difference) were conducted. Practically, the findings revealed that, while the gender groups showed no statistical difference on perceived usefulness, attitudes toward technology, intention to use technology, female pre-service teachers had lower scores on perceived ease of use, suggesting that technology use is more challenging for female pre-service teachers than for their male counterparts. Technically, the findings provided support for full configural and metric invariance, and for partial scalar invariance. Discussions about the findings and their practical implications concerning teacher training are provided. Future research directions are also suggested.
IntroductionIn teacher education, the issue of integration of technology in education settings is gaining momentum (Deutsch, 2010), and more research is needed to better understand the extent to which technology integration in the classroom is effective and appropriate for enhancing teaching and learning (Davis & Davis, 2007). Research in this area needs to consider a broad range of factors, including the type of course, technology applications (such as hardware, software, ISP's, etc.), pedagogical approaches, instructor characteristics, and student characteristics (Diaz & Bontenbal, 2000). One instructor/student characteristic that has received increasing attention is what role gender plays in technology acceptance in the classroom. The issue of gender difference in technology acceptance and use has received the attention of many researchers; as a result, numerous studies have been conducted to study the extent of this difference (Wong & Hanafi, 2007). The debate over the gender difference related to technology acceptance started in the 1980s, and it still persists today. Many researchers have revisited this issue and many are continuing to do so. There is a growing interest on the impact of possible gender differences in technology acceptance, which emphasises the study of gender and new technologies in education as an important research theme.Introduced by Davis, Bagozzi, and Warshaw (1989), the technology acceptance model (TAM) addressed the relevant issue of how users accept and use a technology in business settings. More recently, educational researchers (e.g., Teo, 2011;Teo, 2012;Teo & Wong, 2013) have extended TAM into education settings, investigating the issues in technology acceptance and use among school teachers. However, there remain many issues related to possible gender differences in the broad area of technology integration in the educational context (Ong & Lai, 2006).There have been studies investigating gender differences in technology acceptance and use as perceiv...