Exploring the Use of Electronic Resources for Undergraduate Learning
at the National Open University of Nigeria in Kwara State
MARIAM A. SHOMOYE1, NAJEEM O. ADELAKUN2, KEHINDE L. ADEBISI1
1School of Education, Federal College of Education,
Iwo, Osun State,
NIGERIA
2Department of Works and Services,
Federal College of Education,
Iwo, Osun State,
NIGERIA
Abstract: - The significance of learning in achieving academic and career success is a well-established reality
affirmed by existing literature. The study investigates the use of e-resources for undergraduate education at the
National Open University of Nigeria in Kwara State. Employing a survey research method, the study targeted
all undergraduates enrolled at NOUN in Kwara State. The Israel Model was used to allocate responses to each
NOUN center based on their projected population. The data collection instrument was a modified questionnaire
with good psychometric qualities. To address the study questions and evaluate the hypotheses, descriptive and
inferential statistics were used in Statistical Product and Service Solution (SPSS) version 20.0 at a significance
level of 0.05. The results showed that undergraduate students interacted effectively with electronic learning
resources. In addition, no statistically significant differences in the usage of e-resources for learning were
detected based on gender or digital age. The study revealed that deploying proper learning tools can
considerably improve the learning experience for undergraduates. The study recommends encouraging
undergraduates, regardless of gender, to use e-resources for learning. This approach is considered to be
advantageous for establishing good learning outcomes.
Key-Words: - academic success, digital age, e-resources, kwara state, learning engagement, learning tools,
NOUN, undergraduate education.
Received: August 8, 2023. Revised: October 25, 2023. Accepted: November 27, 2023. Published: December 31, 2023.
1 Introduction
The advancement of information and
communication technology (ICT) has played a
significant role in various sectors, particularly
education. The evolution of ICT over the years has
significantly transformed the landscape of education
and rendered teaching and learning more accessible
and enjoyable. This has, in turn, led to a
reconfiguration of how individuals live, learn, work,
and participate in leisure activities, [1], [2]. Through
ICT, learning is easily accessible, and knowledge is
not solely dependent on the teacher but serves as a
primary guide for students. It is noteworthy that
there were approximately 4.54 billion active internet
users, including 4.18 billion unique mobile internet
users, indicating a growth in internet use in
developing countries, [3]. Consequently, technology
plays a vital role in wealth distribution, enhancing
the quality of life, driving genuine economic
progress, and instigating change within any given
society, [4], [5]. This highlights the digital divide in
the utilization of ICT resources, which separates
individuals with access to technology, computers,
and the Internet from those who lack such access,
[6], [7].
Nations globally recognize the potential of the
advancing information era, marked by information
and communication technologies (ICTs). These
technologies are propelling development agendas
worldwide. Both developed and developing
countries are exploring strategies to accelerate
progress by integrating and using ICT in their
economies and societies, [8], [9], [10]. The potential
of ICT to enhance educational access and quality is
significantly pronounced in developed nations.
Broadly, ICT encompasses technologies used for
gathering, storing, manipulating, and transmitting
information to end-users. In this digital age, ICT is
pivotal in education, revolutionizing teaching into a
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format that encourages self-directed learning.
Functionally, ICT has streamlined information
dissemination, enhancing users' operational
efficiency. The scope of ICT encompasses more
than just devices; it includes electronic technologies
used for storing and accessing information, [11].
The primary goal of ICT in the classroom is to
improve teaching and learning by providing tools to
optimize instructional approaches and support for
communication and cooperation, whether in person
or online, [12].
According to, [13], [14], ICT can be defined as
a comprehensive term that covers all
communication technologies, including the internet,
wireless networks, cell phones, satellite
communication, and digital television, facilitating
access to information. ICT plays a pivotal role in
enhancing the learning experience for students in the
21st century, [15]. ICT plays a pivotal role in
enhancing the learning experience for students in the
21st century, [15]. ICT integration into education
systems globally, as highlighted by, [16],
emphasizes its significance for effective knowledge
transfer. In today's digital era, diverse technological
devices like computers, tablets, laptops, and mobile
phones are employed for instructional delivery.
These tools not only extend learning beyond the
classroom but also promote learner autonomy.
Furthermore, ICT applications facilitate seamless
information exchange between learners and
instructors, fostering interactivity and collaboration,
[17]. The study, [18], examines the impact of social
media on students' academic performance in today's
digitally globalized era. They highlight the dual
nature of integrating social media into education,
noting potential distractions and misinformation.
The study emphasizes the need to address privacy
concerns regarding student data security. Despite
challenges, social media fosters engagement,
collaboration, and access to educational resources.
The paper suggests balanced usage, digital literacy
training, and ongoing monitoring for optimal
benefits in education.
The influence of ICT on distance learning has
revolutionized traditional methods of information
retrieval, particularly through printed library
materials. While print resources were once the
primary format for meeting library users' needs,
electronic or digital resources (e-resources) now
take precedence, catering to researchers and
information seekers, [19], [20]. This shift, noted by,
[21], has prompted investments in electronic
infrastructure and connectivity, transforming the
academic environment and necessitating innovative
approaches to enhance higher education quality. The
International Federation of Library Associations and
Institutions defines e-resources as materials
accessible via computer devices, whether a PC,
mainframe, or handheld mobile device. These are
electronic representations of information accessible
through electronic systems and computer networks,
[22], [23], [24], [25].
E-resources can be accessed either online or
locally, encompassing e-journals, e-books, databases
(including full-text, aggregated, indexing, and
abstracting), reference materials (such as
bibliographies, dictionaries, directories, and
encyclopedias), numeric and statistical databases, e-
images, e-audiovisual resources, and Online Public
Access Catalogues (OPACs), among others. These
electronic resources, which include texts, audio,
visuals, graphics, and animations, are accessible
through digital technologies, greatly expanding
access to information beyond the confines of
traditional print collections in libraries, [26]. They
are becoming essential components of library
resources in academic institutions and are
anticipated to be extensively used by university
students across various academic disciplines, [27],
[28].
Embracing this approach would diversify the
resources accessible to students, available anytime
and anywhere. However, for the electronic learning
system to effectively enhance learning quality and
student performance, it requires thorough planning
and clear instruction, [29]. The significance of e-
resources in open and distance education (ODE) has
been recognized in Nigeria for some time. Studies
have identified various factors affecting e-resource
utilization, including information literacy, limited
resources, fields of interest, skills, awareness, and
time commitments, [30], [31], [32], [33], [34], [35].
The study, [36], found that students lacked
motivation to use e-resources, as they did not
perceive them as an effective means of relaxation.
She also pointed out various challenges faced by
students, including a shortage of computers in the
units, technical issues, and insufficient orientation
toward using e-resources. As a result, postgraduate
students did not fully utilize e-resources due to
factors like limited publicity, inadequate training,
access restrictions like passwords and usernames,
and limitations such as unreliable internet
connections, [37].
The study, [38], investigated the use of
electronic resources by postgraduate students at the
University of Cape Coast. Their objectives were to
assess students' awareness of electronic resources,
frequency of usage, computer literacy, and
identification of usage problems. Findings showed
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students were aware of e-resources but preferred
Google Scholar and web databases over library
databases. Poor internet connectivity was the
primary obstacle to effective e-resource access. The
study, [39], explores the impact of undergraduate
students' learning skills on electronic resource
utilization in private universities in South-west
Nigeria. The findings reveal students' difficulties in
efficiently using e-resources and emphasize the
significance of improving critical skills and
subscribing to appropriate databases. The study,
[33], investigates electronic resource awareness and
usage among Fountain University undergraduates in
Osun State, Nigeria. Findings from a descriptive
survey of 1000 participants indicate widespread
awareness, substantial usage, and proficient skills,
emphasizing the crucial role of electronic resources
in empowering undergraduates.
They offer diverse search options for users and
library management. The advent of e-resources has
significantly transformed information handling in
Nigerian academic settings, particularly university
libraries, [40], [41], revolutionizing how
information is delivered to university communities,
[42].
The study by, [43], explored e-resource
availability and accessibility at the libraries of
Michael Okpara University of Agriculture and the
National Root Crop Research Institute in Nigeria.
The findings demonstrated irregular capacity, and
limited accessibility, and identified problems,
leading to recommendations for improved facilities
and regulations. The study, [44], posited that the
term "digital divide" encapsulates the distinction
between individuals (digital natives and digital
immigrants) with both access to and proficiency in
ICT, particularly in Internet resources, and those
without such access and opportunity. The
significance of incorporating technology in
education encompasses the reshaping of the
teacher's role and the elimination of obstacles to
learning, particularly in the context of distance
education, [45]. Likewise, an educational
institution's e-learning system uses the internet and
associated instructional resources to facilitate
learning, teaching, and, notably, course
management, [46].
The study, [47], investigates the adoption of e-
learning in Nigerian private tertiary institutions,
focusing on M-University. While the university's e-
learning resources are deemed sufficient and
accessible, full utilization is hindered by factors like
user attitudes, inadequate internet, and insufficient
training. The study suggests continuous upgrades
and training to optimize e-learning usage. The study,
[48], examined the use of electronic resources by
academic staff at the University of Ilorin, Nigeria.
The study found that most academic staff used e-
resources for research, curriculum development, and
self-education. They primarily accessed electronic
information through search engines and private
subscriptions. Hindrances included slow Internet,
power supply issues, limited e-resource availability,
and inadequate online access. The study
recommended improving Internet facilities and
providing training to encourage more effective use
of electronic resources.
In Nigeria, there is a significant disparity
between the number of applicants for tertiary
education and the actual annual admissions. The rise
of information and communication technologies has
sparked a need to accommodate qualified students
who face limitations in conventional universities
due to resource constraints. This prompted the
introduction of open and distance education (ODE).
Therefore, this study aims to investigate the use of
e-resources for learning among undergraduate
students at the National Open University of Nigeria.
2 Methodology
The study used a quantitative research design with a
survey technique. This design is appropriate since it
is based on unbiased observation and description of
subject behavior. It also aids in the definition of
problems and the collection of relevant data. This
design will be used in the research to obtain
information and data using a questionnaire. The
study's target population consists of undergraduates
from Nigeria's National Open University (NOUN)
in Kwara State. The sample was chosen using a
sequential sampling approach. Initially, NOUN
study centers in Ilorin and Offa were purposefully
selected as the sample institutions due to their
accessibility to a wide range of students. The sample
size of 334 was then determined proportionately
using, [49], and the research instrument (the
questionnaire) was administered using a simple
random sampling technique. The Population and
Sample Size of NOUN Undergraduates Per Study
Centre is presented in Table 1.
Table 1. Population and Sample Size of NOUN
Undergraduates Per Study Centre using, [49].
Name of Centre
Population
Sample
NOUN Undergraduates in
Ilorin Study Centre
526
222
NOUN Undergraduates in
Offa Study Centre
158
112
334
Source: Data Management Office, NOUN Centre, Ilorin
and Offa
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2.1 Research Instrument
The research used a researcher-designed
questionnaire to collect data, chosen for its ability to
efficiently gather real-time data from a large sample.
The questionnaire comprises four sections: Section
A collects demographic information (e.g., gender
and specialization); Section B assesses the
availability of e-resources, rated as "Available" or
"Not Available"; Section C examines
undergraduates' e-resource utilization, using a
modified Likert Mode Scale with options "Always
Used (AU)," "Seldom Used (SU)," "Rarely Used
(RU)," and "Never Used (NU)"; and Section D
gauges undergraduates' attitudes towards e-
resources, rated on a modified Likert Mode Scale
with options "Strongly Agree (SA)," "Agree (A),"
"Disagree (D)," and "Strongly Disagree (SD)," with
weighted scores from 4 to 1. The data was organized
using Microsoft Excel and analyzed with SPSS
(Statistical Package for Social Sciences).
2.2 Validation of the Research Instruments
This process aimed to validate the questionnaire by
ensuring its appropriateness, checking for spelling
and grammar errors, and confirming its face and
content validity. Participants were asked to make
corrections to ensure the questionnaire items aligned
with the study's focus. To assess instrument
reliability, a pilot test was conducted with 20 NOUN
undergraduates at the NOUN Study Centre in
Ibadan, Oyo State, Nigeria. This testing occurred
outside the intended sample. Twenty questionnaires
were administered and completed, and the results
were used to establish reliability and internal
consistency, calculated using Cronbach's alpha at a
significance level of 0.05. The obtained results were
0.694 for Section B (Availability of Institutional-
Based E-Resources for Learning), 0.662 for Section
C (Undergraduates’ Utilisation of E-Resources for
Learning), and 0.699 for Section D
(Undergraduates’ Attitude Towards E-Resources for
Learning). The overall instrument's reliability value
was 0.811.
2.3 Ethical Consideration
Throughout the data collection process, ethical
standards were upheld. The researcher guaranteed
that participants were not pressured to complete the
questionnaire and had the freedom to participate
willingly. Additionally, strict confidentiality and
privacy measures were adhered to at all stages,
including the administration, compilation, and
reporting of research results.
2.4 Data Analysis Techniques
The study used both descriptive and inferential
statistical analysis to answer research questions on
participant demographics. Descriptive statistics were
employed to examine characteristics such as socio-
demographic features, digital age group, field of
specialization, and the use of electronic resources
among undergraduate students. Quantitative
variables like gender, age, and area of specialization
were analyzed using tools like frequency,
percentage, mean, and variance. A four-point Likert-
scale questionnaire was used, with responses above
2.50 indicating agreement. Inferential statistics,
including independent t-tests and ANOVA, were
used to test hypotheses. T-tests compared mean
differences between groups (male and female
students), while ANOVA identified variations in e-
resource utilization across different majors (Arts,
Education, Science & Technology, Communication
& Languages, and Social Science).
3 Results
Research Question One: What is the utilization of
e-resources for learning among NOUN
undergraduates in Kwara State? The Utilisation of e-
resources for Learning is presented in Table 2.
Table 2. Utilisation of e-resources for Learning
S/N
Item
Always
Used
Freq.
(%)
Seldom
Used
Freq.
(%)
Rarely
Used
Freq.
(%)
Never
Used
Freq.
(%)
1.
Educational
CDs
134
(42.1)
113
(35.5)
37
(11.6)
34
(10.7)
2.
e-libraries
platform
130
(40.9)
131
(41.2)
37
(11.6)
20
(6.3)
3.
e-books and e-
manuscripts
141
(44.3)
123
(38.7)
40
(12.6)
14
(4.4)
4.
e-journals
131
(41.2)
128
(40.3)
42
(13.2)
17
(5.3)
5.
e-magazines
141
(44.3)
128
(40.3)
40
(12.6)
9 (2.8)
6.
Online
newspapers
122
(38.4)
140
(44.0)
38
(11.9)
18
(5.7)
7.
Online
research report
150
(47.2)
115
(36.2)
39
(12.3)
14
(4.4)
8.
Online news
124
(39.0)
119
(37.4)
41
(12.9)
34
(10.7)
9.
Online maps
140
(44.0)
119
(37.4)
37
(11.6)
22
(6.9)
10.
Online
instructional
videos
129
(40.6)
124
(39.0)
38
(11.9)
27
(8.5)
11.
Online
instructional
audio
133
(41.8)
118
(37.1)
36
(11.3)
31
(9.7)
12.
Online
catalogues
123
(38.7)
134
(42.1)
40
(12.6)
21
(6.6)
Cumulative Total
1598
(41.9)
1492
(39.1)
465
(12.2)
261
(6.8)
Quantitative variables like gender, age, and area
of specialization were analyzed using tools like
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Mariam A. Shomoye, Najeem O. Adelakun, Kehinde L. Adebisi
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frequency, percentage, mean, and variance. A four-
point Likert-scale questionnaire was used, with
responses above 2.50 indicating agreement.
Inferential statistics, including independent t-tests
and ANOVA, were used to test hypotheses. T-tests
compared mean differences between groups (male
and female students), while ANOVA identified
variations in e-resource utilization across different
majors (Arts, Education, Science & Technology,
Communication & Languages, and Social Science).
3.1 Hypotheses Testing
A. Hypothesis One: There is no significant
difference between male and female NOUN
undergraduates’ utilization of e-resources for
learning in Kwara State.
Table 3. Independent Sample T-test Analysis of
Gender Difference in NOUN Undergraduates’
Utilisation of e-resources for Learning.
Gende
r
N
X
SD
df
t
Sig.
(2-
tailed
)
Remar
k
Male
11
8
3.0
7
.33
4
31
6
3.21
4
.001
Rejecte
d
Female
20
0
3.2
1
.37
9
The data in Table 3 indicates a noteworthy
distinction in the utilization of e-resources for
learning between male and female NOUN
undergraduates in Kwara State. The results of the
hypothesis test (df = 316, t = 3.214, p < 0.05 =
0.001) support this observation. Consequently, the
hypothesis positing that "there is no significant
difference between male and female NOUN
undergraduates’ utilization of e-resources for
learning in Kwara State" is rejected.
B. Hypothesis Two: There is no significant
difference in NOUN undergraduates’ utilization of
e-resources for learning in Kwara State based on the
digital age group.
Table 4. Analysis of Variance (ANOVA) of NOUN
Undergraduates’ Utilisation of e-resources for
Learning based on Digital Age Group
Sum of
Squares
Df
Mean
Square
F
Sig.
Between
Groups
.161
2
.080
.589
.555
Within
Groups
42.916
315
.136
Total
43.077
317
Table 4 presents the ANOVA analysis of the
variance in NOUN undergraduates' utilization of e-
resources for learning in Kwara State, categorized
by digital age group. The outcome indicates that
"there is no difference in NOUN undergraduates'
utilization of e-resources for learning in Kwara State
based on digital age group" (F(3,317) = 0.589,
p>0.05 = 0.555). Consequently, the null hypothesis
is accepted.
Table 5. Analysis of Variance (ANOVA) of NOUN
Undergraduates’ Utilisation of e-resources for
Learning based on Area of Specialisation
Sum of
Squares
Df
Mean
Square
F
Sig.
Between
Groups
.265
3
.088
.649
.584
Within
Groups
42.811
314
.136
Total
43.077
317
Table 5 displays the ANOVA analysis of the
variance in NOUN undergraduates' utilization of e-
resources for learning in Kwara State, stratified by
area of specialization. The outcome suggests that
"there is no significant difference in NOUN
undergraduates' utilization of e-resources for
learning in Kwara State based on area of
specialization" (F(3,317) = 0.649, p>0.05 = 0.584).
As a result, the null hypothesis is accepted.
4 Discussion
This study investigates the impact of ICT on the
ODE system as it transitions from conventional
dependency on printed materials to digital resources
known as e-resources. Despite efforts to promote e-
resource usage in the Nigerian ODE system, a
considerable number of NOUN undergraduates still
prefer printed materials, deviating from system
expectations. As a result, NOUN undergraduates'
use of electronic resources remains limited. The
study emphasizes the critical role of undergraduate
attitudes in generating this hesitation, implying that
individual factors such as gender, digital age group,
and area of specialization contribute to this
tendency. Moreover, the study discovered a wide
range of e-resources for learning among NOUN
students in Kwara State, including online
instructional materials, e-books, e-journals, and
more. It also emphasized NOUN undergraduates'
regular use of e-resources, emphasizing the need for
mobile connectivity for accessing these materials. In
addition, the study discovered no significant
differences in the utilization and attitude towards e-
resources for learning among NOUN
undergraduates in Kwara State based on their field
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of study. Language competency, computer literacy,
and information literacy, according to the
researchers, may all contribute to the observed
consistency.
5 Conclusion
The impact of electronic resources on undergraduate
learning experiences at the National Open
University of Nigeria (NOUN) in Kwara State has
been discussed in this research using a survey
research approach. The study confirms that
undergraduates interact well with electronic
resources for learning, presenting the important role
these resources play in bridging educational gaps,
reducing geographical inequities, and combating
marginalization. The implementation of e-resources
at NOUN has been instrumental in the institution's
global prominence. The study reveals that the
adoption of digital resources has occurred
seamlessly, with no observable gender or age-
related differences, emphasizing the favorable effect
on students' attitudes and utilization. Practically, this
study emphasizes the ongoing imperative to
prioritize emerging technologies at NOUN.
Stakeholders are urged to empower students by
creating an atmosphere that allows for the most
effective use of these technologies. The practical
application is a consistent commitment to delivering
cutting-edge resources and ensuring that students
have the requisite abilities to understand and use
these technological breakthroughs for academic
advantage. Future studies might look at the long-
term effects of integrating e-resources and future
technology. The present study's practical
implications are immediate, advocating for the
ongoing improvement of NOUN's digital
infrastructure, ensuring students have unrestricted
access to evolving resources, and ultimately
maximizing their distance education learning
experience.
References:
[1] Adelakun, N. O. (2023, March 15). Impact of
information and communication technology
on students’ academic performance.
Information Matters, Vol. 3, Issue 3.
http://dx.doi.org/10.2139/ssrn.4417299.
[2] Williamson, B. (2017). Big data in education:
The digital future of learning, policy and
practice. Big Data in Education, 1-256.
[3] Adelakun, N. O., Olanipekun, B. A. &
Bakinde, S. A. (2020) Easy Approach to A
Responsive Website Design Using Artisteer
Application Software, International Research
Journal of Modernization in Engineering
Technology and Science, Vol. 2, Issue 3. Pp
1-6, http://doi.org/10.5281/zenodo.3930473
[4] Babalola, E. O., Boor, C. H., Aladesusi, G. A.,
& Shomoye, M. A. (2021). Development and
validation of digital photo series for the
teaching of BT in Ilorin, Nigeria. Indonesian
Journal of Educational Research and
Technology, 1(3), 105-116.
[5] Ugwu, N. P., & Nnaekwe, K. (2019). The
concept and application of ICT to
teaching/learning process. International
Research Journal of Mathematics,
Engineering and IT, 6(2).
[6] Harris, C., Straker, L., & Pollock, C. (2017).
A socioeconomic related'digital divide'exists
in how, not if, young people use computers.
PloS one, 12(3), e0175011.
https://doi.org/10.1371/journal.pone.0175011
[7] Flynn, S. (2022) Bridging the Age-based
Digital Divide: An Intergenerational
Exchange during the First COVID-19
Pandemic Lockdown Period in Ireland,
Journal of Intergenerational Relationships,
20:2, 135-149,
https://doi.org/10.1080/15350770.2022.20503
34
[8] Matthess, M., & Kunkel, S. (2020). Structural
change and digitalization in developing
countries: Conceptually linking the two
transformations. Technology in society, 63,
101428.
https://doi.org/10.1016/j.techsoc.2020.101428
[9] Buabeng-Andoh, C. & Issifu, Y. (2015).
Implementation Of ICT In Learning: A Study
of Students In Ghanaian Secondary Schools,
Procedia - Social and Behavioral Sciences
191, 1282–1287,
https://doi.org/10.1016/j.sbspro.2015.04.555
[10] Adelakun, N. O.; Abdulhamid, G. I. &
Mosaku, A. O. (2022), Empirical Study of
Digital Technology on Engineering Students’
Academic Performance, Paper presented at
the 3rd International Conference on
Innovative Trends in Business & Technology
(iCITBT 2022), October 28th & 29th,
Innovative Knowledge Sharing Platform
(IKSP) & Sindh Agriculture University,
Munchen, Germany.
[11] Setyowati, W., Widayanti, R., & Supriyanti,
D. (2021). Implementation of e-business
information system in indonesia: Prospects
and challenges. International Journal of Cyber
and IT Service Management, 1(2), 180-188.
https://doi.org/10.34306/ijcitsm.v1i2.49
WSEAS TRANSACTIONS on COMPUTERS
DOI: 10.37394/23205.2023.22.34
Mariam A. Shomoye, Najeem O. Adelakun, Kehinde L. Adebisi
E-ISSN: 2224-2872
307
Volume 22, 2023
[12] Chisag, J. C. C., & Cruzado, J. A. G. (2020).
Results validation about the adoption model
of information and communication
technologies applied to the technical
University of Cotopaxi. WSEAS Transactions
on Environment and Development, págs, 158-
171.
https://doi.org/10.37394/232015.2020.16.16
[13] Jones, P., Wynn, M., Hillier, D., & Comfort,
D. (2017). The sustainable development goals
and information and communication
technologies. Indonesian Journal of
Sustainability Accounting and Management,
1(1), 1-15.
https://doi.org/10.28992/ijsam.v1i1.22
[14] Devi, S. (2018). ICT in Teacher Education
Need of the Hour, International Journal of
Innovative Science and Research Technology,
3(3), 474-476.
[15] Aleksic-Maslac, K., Sinkovic, B., & Vranesic,
P. (2017). Influence of gamification on
student engagement on a course-Information
and Communication Technologies. WSEAS
Transactions on Advances in Engineering
Education, 13, 113-122.
[16] Mathew, D., Joro, I. D., & Haruna, M. (2015,
February). The Role of Information
Communication Technology in Nigeria
Education System. International Journal of
Research in Humanities and Social Studies,
2(2), 64-68.
[17] Adetunla, G. O. (2016). Perceived Ease and
Use of Electronic Information Resources (Eir)
By Undergraduate Students of Private
Universities in Oyo State Nigeria. African
Journal of Education and Practice, 1(2), 15–
28.
[18] Adelakun, N. O., Olajide, M. B., Shomoye,
M. A., & Adebisi, K. L. (2023, August 22).
The significance of social media in shaping
students’ academic performance: challenges,
benefits, and quality assurance outlook.
Information Matters, Vol. 3, Issue 8.
http://dx.doi.org/10.2139/ssrn.4576302.
[19] Ebunuwele, E. G. (2016). Digital
Perseverations of Library Resources in
Nigeria. NG-Journal of Social Development,
5, 35-40.
[20] Sima, V., Gheorghe, I. G., Subić, J., & Nancu,
D. (2020). Influences of the industry 4.0
revolution on the human capital development
and consumer behavior: A systematic review.
Sustainability, 12(10), 4035.
https://doi.org/10.3390/su12104035.
[21] Joel, A. P. (2020). Awareness and Purpose of
Electronic Information Resources among
Postgraduate Students of Library and
Information Science in Borno State, East
African Scholars J Edu Humanit Lit, 3(8),
362-366,
https://doi.org/10.36349/EASJEHL.2020.v03i
08.004
[22] Johnson, S., Evensen, O. G., Gelfand, J.,
Lammers, G., Sipe, L., & Zilper, N. (2012).
Key Issues for E-resources Collection
Development: A Guide for Libraries.
International Federation of Library
Association and Institution.
[23] Dourish, P. (2022). The stuff of bits: An essay
on the materialities of information. MIT Press.
[24] Okogwu, F. I., & Mole, A. J. C. (2019).
Difficulties of accessing electronic resources
among postgraduate library users in university
libraries in southeast Nigeria. Library
Philosophy and Practice, 49(1), 15-33.
[25] Olansile, R., & Pelemo, R. G. D. (2020).
Availability, accessibility, and Use of
electronic information resources among
Undergraduate students in Fountain
University Library, Osogbo. Journal of
Library and Information Sciences, 8(1), 100-
110. https://doi.org/10.15640/jlis.v8n1a11
[26] Mallikarjuna, A., & Padmini, K. (2018). A
Study of e-Resources in Business School
Libraries at Hyderabad. Pearl: A Journal of
Library and Information Science, 12(1), 53-
66. https://doi.org/10.5958/0975-
6922.2018.00007.4
[27] Al-Adwan, A., Al-Adwan, A., & Smedley, J.
(2013). Exploring Students Acceptance of
Model in Jordanian University. International
Journal of Education and Development Using
Information and Communication Technology
(IJEDICT), 9(2), 4-18.
[28] Mungwabi, H. (2023). Assessment on Usage
of the Library Website Resources by Students
in the Information Studies Programme at the
University of Dar es Salaam, Tanzania
Journal of Engineering and Technology 2023,
42(2): 224-237.
https://doi.org/10.52339/tjet.v42i2.917
[29] Adelakun, N. O. & Omolola S. A. (2020), A
Pragmatic Study on E-Learning System for
Higher Education in Developing Countries,
Proceedings of the 1st National Conference
Nigerian Society of Engineer, Ilaro Branch,
November 2020. Pp 14-20
https://doi.org/10.6084/m9.figshare.14702739
.v1
WSEAS TRANSACTIONS on COMPUTERS
DOI: 10.37394/23205.2023.22.34
Mariam A. Shomoye, Najeem O. Adelakun, Kehinde L. Adebisi
E-ISSN: 2224-2872
308
Volume 22, 2023
[30] Daramola, F. O. (2022). Utilization of E-
Resources for Learning Among
Undergraduates. Indonesian Journal of
Educational Research and Technology, 3(1),
35-44.
[31] Aramide, K. A., & Ogunjobi, T. E. (2021,
July). Ibadan school library digital resource
system: the long-awaited solution for Nigerian
schools. In Proceedings of the ICTeSSH 2021
conference. PubPub.
[32] Aribisalaa, R. M., Fakomogbon, M. A.,
Onojah, A. O., & AderogbaOnojaha, A.
(2022). Assessment of the Availability of E-
Learning Resources for African
Undergraduates: An Approach to the Issue.
International Journal of Educational
Excellence, 8(1), 15-32.
[33] Adenariwo, F. K. (2022). Awareness And
Usage Of E-Resources Among Undergraduate
In Fountain University, Osun State, Nigeria.
Library Philosophy and Practice, 1-13.
[34] Dadzie, P. S. (2017). Information Literacy:
Assessing the Readiness of Ghanaian
Universities. Information Development, 2(4),
290-297.
[35] Issa, A. O., Ajibola, T. S., Nuhu, S. R., Saliu,
U. A., & Oguntayo, S. A. (2023). Effects Of
Demographic Factors and ICT Skills on The
Utilization Of E-Resources by University
Undergraduate Students In Kwara State,
Nigeria. International Journal of Information
Library & Society, 12(1).
[36] Daramola, C. F. (2016) Perception and
Utilization of Electronic Resources by
Undergraduate Students: The Case Study of
the Federal University of Technology Library,
Akure. Journal of Education Research. 4(5),
366-370.
[37] Adeleke, D. S. & Nwalo, K. I. (2017)
Availability, Use and Constraints to use of
Electronic Information Resources by
Postgraduate Students at the University of
Ibadan. International Journal of Knowledge
Content Development and Technology, 7(4),
51-69.
http://doi.org/10.5865/IJKCT.2017.7.4.051
[38] Ankrah, E & Atuase, D (2018). The Use of
Electronic Resources Postgraduate Students of
University of Cape Coast. Library Philosophy
and Practice (E-Journal), 1-37.
[39] Ayankola, I. A. (2022). Influence Of
Undergraduates’ Learning Skills on Electronic
Resources Usage in Private Universities in
South-West Nigeria. Owena Journal of
Library and Information Science (OJOLIS),
9(1).
[40] Odu, J. C. A., & Kakulu, O. E. (2021).
Electronic Resources and Academic Research:
A Survey of Research Publications in Private
University in Nigeria. Information
Technologist, 18(2).
[41] Oseghale, O. (2023). Digital information
literacy skills and use of electronic resources
by humanities graduate students at Kenneth
Dike Library, University of Ibadan, Nigeria.
Digital Library Perspectives, 39(2), 181-204.
https://doi.org/10.1108/DLP-09-2022-0071
[42] Albarracin, D., & Shavitt, S. (2018). Attitude
and Attitude Change. Annual Review of
Psychology, 69:1, 299-327
https://doi.org/10.1146/annurev-psych-
122216-011911
[43] Nnadozie, C. O., Aniebo, M. U., &
Chukwueke, C. (2017). Availability of E-
resources and Accessibility of E-services in
Academic and Special Libraries in Abia State,
Nigeria. Journal of Library and Information
Science, 3(1).
[44] Anekwe, J. U.& Anyanwu, J. (2017).
Bridging the Digital Divide Among the Net
Generation Students and Digital Immigrant
Teachers Using Social Media. British Journal
of Education. 5(5), 38-52.
[45] Moser, K. M., Wei, T., & Brenner, D. (2021).
Remote teaching during COVID-19:
Implications from a national survey of
language educators. System, 97, 102431.
https://doi.org/10.1016/j.system.2020.102431
[46] Adelakun, N. O., Omolola, S. A., Mosaku, A.
O. & Adebola, M. S. (2022). Empirical Study
on Electronic Learning System: Benefits,
Challenges and Prospects. International
Journal of Science Education and Cultural
Studies, Vol. 1, Issue 2, 109–199.
https://doi.org/10.58291/ijsecs.v1i2.58
[47] Eze, S. C., Chinedu-Eze, V. C., & Bello, A.
O. (2018). The utilisation of e-learning
facilities in the educational delivery system of
Nigeria: a study of M-University.
International Journal of Educational
Technology in Higher Education, 15(1), 1-20.
[48] Tella, A., Orim, F., Ibrahim, D. M., &
Memudu, S. A. (2018). The use of electronic
resources by academic staff at The University
of Ilorin, Nigeria. Education and Information
Technologies, 23, 9-27.
[49] Research Advisor (n.d.), Statistical Analysis,
[Online]. https://www.research-
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DOI: 10.37394/23205.2023.22.34
Mariam A. Shomoye, Najeem O. Adelakun, Kehinde L. Adebisi
E-ISSN: 2224-2872
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advisors.com/tools.php (Accessed Date:
December 24, 2023).
Contribution of Individual Authors to the
Creation of a Scientific Article (Ghostwriting
Policy)
Mariam A. Shomoye Najeem O. Adelakun and
Kehinde L. Adebisi worked on the methodology.
Mariam A. Shomoye and Najeem O. Adelakun
analyzed the data.
Mariam A. Shomoye and Najeem O. Adelakun
organized and worked on the results and discussion
section.
Mariam A. Shomoye and Kehinde L. Adebisi
worked on the conclusion.
Mariam A. Shomoye Najeem O. Adelakun and
Kehinde L. Adebisi were responsible for the
proofreading of the manuscript.
Sources of Funding for Research Presented in a
Scientific Article or Scientific Article Itself
The authors received no financial support for the
research, authorship, and/or publication of this
article. Furthermore, on behalf of all authors, the
corresponding author states that there is no conflict
of interest.
Conflict of Interest
The authors have no conflicts of interest to declare.
Creative Commons Attribution License 4.0
(Attribution 4.0 International, CC BY 4.0)
This article is published under the terms of the
Creative Commons Attribution License 4.0
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DOI: 10.37394/23205.2023.22.34
Mariam A. Shomoye, Najeem O. Adelakun, Kehinde L. Adebisi
E-ISSN: 2224-2872
310
Volume 22, 2023