Australasian Journal of Educational Technology, 2017, 33(1).
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based factors, reported that self-efficacy had the highest effect on technology integration. Similar findings were
obtained by several other studies (Anderson & Maninger, 2007; Koh & Frick, 2009; Niederhauser & Perkmen,
2010), which found that self-efficacy was the strongest predictor of pre-service teachers’ intentions to use
various software and willingness to use technology in their future classrooms. It is also worth noting that various
studies have reported that there were no gender differences in terms of self-efficacy among teachers (Hargittai
& Shafer, 2006; Magliaro & Ezeife, 2007; Teo, 2008).
Based on the findings of various studies, it is clear that increased self-efficacy in using technology will not lead
to effective technology use if the teachers’ pedagogical beliefs are not aligned with innovative teaching practices
that promote technology use. A meta-analysis of literature by Ertmer (2005) to evaluate the relationship between
teachers’ pedagogical beliefs and their technology practices showed that it is pointless to try to change teachers’
classroom practices without addressing their beliefs. However, as Ertmer also indicated, addressing this variable
is a challenge because it deals with tacit phenomenon which may be difficult to verify except from people’s
actions. Chen (2008), for example, conducted a study to investigate the relationship between teachers’
pedagogical beliefs and their technology integration and the findings showed a mismatch between what the
teachers believed and their practices. Several other studies have noted similar observations and have attributed
these inconsistencies to various factors such as, among other things, teachers’ limited theoretical understanding,
conflicting beliefs, and the school culture (Kelly-McHale, 2013; Nishino, 2012).
School cultures can enable or constrict technology uptake by teachers. School cultures encompass several
elements such as school leadership’s expectations, attitudes towards technology use, information and
communication technology (ICT) support (both technical and pedagogical) and ICT policies. Al-Ruz and
Khasawneh (2011), and Pelgrum and Law (2003), have gone as far as to say that school culture plays a bigger
role in influencing teachers’ use of technology than ICT skills. According to Allan, Law and Hong (2003), this
is because if technology integration is part of the school culture, the teachers do not feel isolated in their attempts
to use technology and support is available for them if they need it.
For new teachers, the inclinations by schools to adopt or not adopt a technology integration culture have an
impact on their technology dispositions. As Inan and Lowther (2010) say, first years of teaching are
characterised by new teachers learning how to become teachers and learning the culture of the school they find
themselves in. In their 2005 study to identify challenges faced by beginning teachers, Conway, Micheel-Mays
and Micheel-Mays identified issues of time and the need to be validated as some of the issues teachers deal
with in their first years of teaching. Conway et al. (2005) contend that new teachers are often afraid to deviate
from the norm they find in the school and are afraid to try new things such as using technology. According to
Gorder (2008), experienced teachers are more likely to use technology. This can be attributed to the fact that
established teachers are more comfortable with the teaching process and more acclimatised to the school culture
such that they can experiment with new ideas, unlike new ones who are still trying to get used to teaching and
fitting in. Probably this notion could help explain some intriguing findings that have been obtained by studies
that showed that new teachers of today, who are believed to be more technology savvy than their predecessors,
do not utilise technology in their teaching as would be expected (Allsopp, McHatton, & Cranston-Gingras,
2009; Lei, 2009).
The current crop of pre-service teachers are what has come to be commonly known as digital natives, describing
the generation that has grown up with technology (Vodanovich, Sundaram & Myers, 2010). Digital natives are
often characterised by a high level enthusiasm in using technology (Junco, 2014). This gives a legitimate
expectation that they are more likely to use technology in their teaching. However, several studies have found
that the majority of these pre-service teachers use various technology resources extensively outside the
classroom for their personal use and very minimally in the classroom for teaching. For example, in a study
conducted by Lei in 2009 with pre-service teachers to investigate their attitudes, beliefs, and technology
experience and expertise, the results indicated a high percentage (80%) of time spent on social communication,
with only about 10% of that time spent on learning activities. Usage of Web 2.0 technologies was limited to
social networking sites and no classroom application. Allsopp et al. (2009), conducted a study to evaluate the
effects of a one-to-one laptop initiative meant to systematically integrate technology in an undergraduate special
education program. One of the interesting findings from this study was that even though the participants were