Chapter 5: Results
5.3 Students’ Characteristics and their Perceptions and Attitudes toward SMS
The relationships between students’ perceptions of SMS ease of use, usefulness and attitudes, and some of their demographic characteristics and ICT use variables were
examined through t-tests and analysis of variance (ANOVA) tests. Demographic
characteristics and ICT use variables included gender, major, academic year, frequency of using the internet for personal purposes, frequency of using the internet for educational purposes, frequency of receiving SMS, the use of smartphones and the use of laptop computers. The results showed there were no differences in participants’ perceptions and attitudes based on their gender, academic year, frequency of using the internet for personal purposes, frequency of using the internet for educational purposes, the use of smartphones and the use of laptop computers (see Appendix N). There were significant differences between the students’ means for their perceptions and attitudes toward SMS based on their majors and frequency of receiving SMS. Details of such significant differences are
discussed in the following sections.
5.3.1 Major and students’ perceptions of and attitudes toward SMS. Students’
responses to the SMS ease of use, usefulness and attitudes scales were compared, based on major through t-tests (Table 5.10).
Table 5.10
Results of t-tests and Descriptive Statistics SMS Ease of Use, Usefulness and Attitudes by Major
Outcome Group
Other Engineering
M SD n M SD n t df p r
Ease of use 4.19 2.28 16 5.58 .98 153 -4.57* 167 .00 .35
Usefulness 3.46 2.15 16 4.53 1.38 153 -2.77* 167 .006 .28
Attitudes 3.75 2.50 16 4.78 1.32 153 -2.69* 167 .008 .25
* p < .05
The results showed significant variations between engineering and non-engineering students in their perceptions of SMS ease of use, usefulness and attitudes. Engineering major students perceived SMS as easier to use than did non-engineering students. The engineering majors believed that SMS was a potentially more useful educational tool than did non-engineering students.
Overall, the engineering major students had more positive attitudes toward SMS than non-engineering students. These findings are aligned with Margaryan et al.’s )2011(
study, which found that that engineering students used more technology tools than non-engineering students. They suggested that this was because non-engineering courses required more concentrated and broad access to technology than non-engineering courses such as social work. Students with positive attitudes toward a technology tend to adopt such technology (TAM, 1986). The findings suggest that educational SMS would be more acceptable to engineering students than to other students.
5.3.2 Receiving SMS and perceptions and attitudes toward SMS. Students’
responses to the frequency of receiving SMS were grouped into four categories: frequently, often, rarely and never. A one-way ANOVA was used to compare students’ responses to
SMS ease of use, usefulness and attitudes scales differences based on their frequency of receiving SMS (Table 5.11).
Table 5.11
One-Way ANOVA- students’ responses to the SMS ease of use, usefulness and attitudes scales for frequency of receiving SMS as a communication tool
Outcome df F p 2
SMS Ease of Use and Usefulness as a communication tool
3 4.73 .003 .078
SMS Usefulness as an educational tool
3 2.91 .04 .05
Attitudes toward SMS as an educational tool
3 2.10 .10 .036
Note. 1 = ‘Frequently”, 2 = ‘Often”, 3 = ‘Rarely”, 4 = ‘Never’.
The results showed that students' perceptions of SMS ease of use and usefulness as a communication tool, as well as their perceptions of its usefulness as an educational tool, differed based on their frequency of receiving SMS. But students' attitudes to SMS did not differ based on their frequency of receiving SMS. Post hoc pairwise comparison showed differences between the means of students’ responses to SMS ease of use and usefulness as a communication tool were found between three pairs of groups: the students who
frequently received SMS and the students who never received SMS, the students who often received SMS and the students who never received SMS, and the students who rarely received SMS and the students who never received SMS. Participants who frequently received SMS (M = 5.63, SD = 1.26) perceived SMS as easier to use and more useful as a communication tool compared to the students who never received SMS (M = 4.40, SD = 1.75; p< .05). Participants who often received SMS (M = 5.22, SD = 1.12) perceived SMS as easier to use and more useful as a communication tool than students who never received
SMS (M = 4.40, SD = 1.75; p< .05). Participants who rarely received SMS (M =5.27, SD
=.81) perceived SMS as easier to use and more useful as a communication tool than students who never received SMS (M = 4.40, SD = 1.75; p< .05).
Using the LSD test, the post hoc pairwise comparison showed that the only
significant difference between the means of students’ responses to the usefulness of SMS as an educational tool was found between the students who frequently received SMS and the students who never received SMS. Participants who frequently received SMS perceived SMS as more useful as an educational tool (M = 4.59, SD = 1.55), than the students who never received SMS (M = 3.58, SD = 1.60; p<.05).
The current study was designed for students receiving educational SMS rather than sending them. The results of ANOVA showed that only students' perceptions of SMS ease of use and usefulness as an educational tool differed in relation to frequency of sending SMS (see Appendix N). The findings support the previous suggestions that students’
experiences of using SMS contributed to making them perceive it as an easy-to-use and useful communication tool. The results regarding the significant relationship between frequency of receiving SMS and perceptions of the use of SMS as an educational tool suggest that the participants who frequently received SMS would perceive it as an easy-to-use tool and would have positive perceptions of its easy-to-use as an educational tool compared to other participants who reported little experience with receiving SMS. Most of the
participants reported that they received SMS either frequently or often. Such use of SMS would positively influence students’ perceptions of SMS ease of use and usefulness as a communication tool and as an educational tool.
In summary, students’ perceptions and attitudes toward SMS differed based on their majors. Engineering students had more positive perceptions and attitudes toward the use of SMS as an educational tool than non-engineering students. Students’ perceptions of SMS differed based on their frequency of receiving SMS. Participants who frequently received SMS perceived it as an easy-to-use and useful communication tool and they had positive perceptions of its use as an educational tool compared to participants who reported little experience with receiving SMS. The findings suggest that the use of SMS as an educational tool would be more acceptable among engineering students than non-engineering students.
In addition, students’ experiences of receiving SMS were liuely to positively influence their
perceptions of SMS ease of use and usefulness as a communication tool and as an
educational tool. In order to check the validity of the TAM in explaining the results of the study, the following section examines the relationships between students’ attitudes toward the use of SMS as an educational and their perceptions of SMS ease of use and usefulness.
5.4. Relationships among Students’ Attitudes toward the Use of SMS and their