Factors influencing radiography students’ experiences of e-learning : a study conducted at a University of Technology in KwaZulu-Natal
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Abstract
E-learning and the use of technology is rapidly increasing in the Health Sciences
field. E-learning, also known as electronic learning, can be defined as a
technology-mediated approach of great potential from an educational perspective.
E-learning refers to online learning that provides students with a virtual learning
environment that is different from traditional methods of learning. E-learning is
flexible and accessible and is used globally because it offers opportunities to meet
significant educational outcomes, including long-term learning and increased
participation. Notably, e-learning allows educational content to be adjusted to fit
individual learning styles.
Varying results have been attained regarding the correlation between students and
their ease with using technology. Whilst various authors have discovered that
some students experience poor commitment and motivation in the e-learning
experience, other students were found to value the interactive and visual elements
of e-learning. Younger students have easily adapted to the use of technology for
e-learning. The most common challenge that students experience in a developing
country are accessibility issues, whereas the main issue in developed countries is
high dropout rates. Several scholars have reported on the high levels of e-learning
implementation at Universities of Technology in South Africa. The university of
interest has also vastly increased their reliance on technology for e-learning since
the onset of COVID-19.
The theoretical framework adopted in this study was the Technology Acceptance
Model (TAM) developed by Fred Davis in 1986. The TAM is an information
technology framework for analysing users’ acceptance and use of new and
updated technologies, particularly in a working environment, which in this case
was the university of interest. This model has three main constructs: perceived
usefulness, perceived ease of use and actual use of e-learning. Attitude to use is
a fourth factor which is influenced by the other three factors.
Aim of the study
The aim of this quantitative, cross-sectional study was to identify the factors
influencing Radiography students’ experiences of e-learning at a university of
technology in KwaZulu-Natal to improve e-learning methods such that e-learning
is both beneficial and straightforward for students.
Methodology
This study used a quantitative approach, which is the technique of using numerical
values derived from observations to explain phenomena through observations,
and conclude thereupon. The collected data is then analysed using mathematical
methods. The positivism paradigm was selected to conduct this study because it
was appropriate for a quantitative research approach. The positivism paradigm
revolves around the researcher working with observable reality within the society,
which in this research will be the factors influencing Radiography students’
acceptance of technology for e-learning. This study was a descriptive cross
sectional study as the researcher was able to determine and outline the factors
affecting Radiography students’ acceptance of the technology used for e-learning
at a specific point in time. There was no repetition of measurements amongst the
research participants.
The setting for this study was the Radiography department at a University of
Technology in KwaZulu-Natal. The researcher chose this particular setting
because this is where research participants could be found, as information is
required on the students’ use of e-learning at this institute. The target population
for the study was Radiography students studying at this university. This included
first-, second-, third- and fourth-year students. The Radiography students targeted
were from the Diagnostic, Sonography, Radiotherapy and Nuclear Medicine
disciplines. The sample size for the main study was 206 students. A non-probability
convenience sampling technique was used.
The ethical approval number IREC 119/24 (Appendix 1) was provided when full
approval was granted for the research to be conducted. Approval was obtained
from the Director of Research and Postgraduate Support (Appendix 2a) at the
university of interest to conduct this research study on first-, second-, third- and
fourth-year Radiography students. Data analysis was performed using the
following tests: descriptive statistics, ANOVA, Pearson’s correlation coefficient,
one sample t-test, independent samples t-test, factor analysis and linear
regression.
Findings
A total of 206 participants were selected to provide their inputs regarding the
research topic. There was no significant difference in the demographic constructs
across gender, age, year of study or discipline. Results from ANOVA to determine
whether there are any significant differences in these constructs across race
shows that PEOU (perceived ease of use) differs significantly across race (F (3,
202) = 5.367, p=.001). Tukey’s post hoc analysis shows that Indians (mean = 3.42)
perceive e-learning to be easier to use than Blacks (mean = 3.04), p<.001.
The results depicted significant agreement that participants thought of e-learning
as useful; that it was easy to use; and that they intended to use it more in the future.
On the other hand, there was significant disagreement on whether participants had
a good attitude towards e-learning. The independent variables PEOU, PU and ATT
account for 48.9% of the variance in ITU (intention to use), F (3, 202) = 64.437,
p<.001. PU (β = .578, p<.001) and ATT (β = .190, p<.001) are both significant
predictors of ITU.
Conclusion
In conclusion, it can be stated that the purpose of the research, which was to
identify the factors influencing Radiography students’ experiences of e-learning at
a university of technology in KwaZulu-Natal, has been achieved. Radiography
students from the university generally have a positive experience when using
technology for e-learning. Participants perceived e-learning to be useful. However,
poor connectivity was an issue for most students. Participants also found e
learning platforms easy to use and their skills with technology sufficient. There
were also contradicting attitudes towards e-learning. However, most participants
eventually adjusted to e-learning. Future recommendations are that the results
obtained in this study encourage further research into this topic and that another
similar study may be conducted in more detail with a larger sample size, as
research is essential for the progression of existing literature. More advanced
technological programs can be developed to better suit Radiography students in
order to achieve online educational goals with greater efficiency.
Description
Dissertation submitted in fulfilment of the requirements for the Master of Health Sciences in Radiography at the Durban University of Technology, Durban, South Africa, 2026.
Citation
DOI
https://doi.org/10.51415/10321/6491
