Usage of Learning Management System (LMS): A Qualitative Study
of Self-Regulated Learning on EFL Learners in University Between
Hopes and Challenges
Santi Andriyani, Oikurema Purwati
and Syafi’ul Anam
English Education Postgraduate Program, Universitas Negeri Surabaya, Surabaya, Indonesia
Keywords: LMS, Self-Regulated Learning, EFL Learners.
Abstract: This study is aimed at investigating the use of a learning management system (LMS) to promote self-regulated
learning (SRL) for EFL learners at the University. This paper also is aimed at exploring the supporting and
challenging factors in using LMS for EFL learners. This method used qualitative and quantitative studies. The
instrument of this study used a semi-structured interview which was adopted from Gambo & Shakir (2021).
The respondents of this research are eight EFL learners at University taken by convenience sampling. The
questionnaires used are adopted from Prasetya (2021). The respondents are 54 learners. The results of this
research showed that most of the features in LMS used by EFL learners are powerful to promote five
components of SRL including goal setting, strategic planning, task strategy, elaboration, and help-seeking.
The LMS features are divided into three categories. They are learning tools, communication tools, and
productivity tools. The hopes of using LMS included the quality of English learning, collaboration, and also
self-regulated learning. The challenges faced by learners are technology, capacity, e-learning support system,
and self-regulation issues.
1 INTRODUCTION
In this globalization era, technologies become one of
an essential things around the world. (Lyashenko &
Malinina, 2015)(Cavus & Alhih, 2014).Technology
systems are developing very rapidly and extending to
various sectors, including the education sector.The
implementation of modern technologies have made
learning possible at any time and place(Cavus,
2011). One of the technology models is information
and communication technology (ICT).It can be an
essential role in educational aspect, having a special
relevance and correlation in the instructional
component, supported by Learning Management
Systems (LMS)(Costa et al., 2016)). Therefore, this
system requires a variety of current pedagogical
models and trends to be able to improve students'
skills and preferences to face the 21st century. One of
the modern learning trends is Flipped-Class learning.
This pedagogical model is often used in the teaching
and learning process by adapting current technology,
namely videos and virtual lectures from LMS
(Zainuddin, Habiburrahim, Muluk, & Keumala,
2019).
In recent years, the practice and use of the
Learning Management System (LMS) in learning has
expanded and developed. This use also has a very
strong influence on the educational process,
especially at tertiary institutions(Cerezo, Sánchez-
santillán, Paule-ruiz, & Núñez, 2016). Similarly,
most of higher education institutions have been
widely adopted the Learning Management Systems
(LMS) globally for over a decade (Joel, 2015).
LMS is a system that has various infrastructure
components that aim to transfer and distribute
teaching materials to educational environments. The
system includes data on the implementation of
education, evaluation, educational targets, both
individual and group targets, and controls all the
learning processes that are carried out. (Soykan &
Şimşek, 2017). Learning Management Systems
(LMS) facilitate teachers, lecturers and students with
virtual classes that can strengthen the learning
process. In a virtual class environment or online class,
Learning Management Systems (LMS) is a medium
that strengthens class interaction for educational
actors and goals(Bradley, 2020).
80
Andriyani, S., Purwati, O. and Anam, S.
Usage of Learning Management System (LMS): A Qualitative Study of Self-Regulated Learning on EFL Learners in University Between Hopes and Challenges.
DOI: 10.5220/0012196800003738
Paper published under CC license (CC BY-NC-ND 4.0)
In Proceedings of the 4th International Conference on Innovation in Education (ICoIE 4 2022) - Digital Era Education After the Pandemic, pages 80-89
ISBN: 978-989-758-669-9; ISSN: 2975-9676
Proceedings Copyright © 2024 by SCITEPRESS Science and Technology Publications, Lda.
The use of i-classroom as part of blended learning
could facilitate classroom interaction virtually. It also
could connect students to their peers and other people,
as well as used different ways, to find assistance in
their learning(Wong et al., 2020). In addition, using
the LMS in the EFL flipped classroom can give five
learners' autonomy abilities, namely, receiving and
distributing information, monitoring learning
activities outside of class, students' pre-class learning
content, peer interaction, and self-evaluating learning
skills(Zainuddin et al., 2019).
One of the learning subject which uses the LMS
is English learning in university. Some findings have
reported about the benefits and positive impact of
using LMS in English learning. Using LMS can
improve students’ English learning skill (Yafaei &
Attamimi, 2019)(Putri & Sari, 2020), it also can
support English teaching pedagogy's full capabilities
(R. E. Prasetya, 2021). In addition, LMS makes
students interested and motivated in learning English
(Zainuddin et al., 2019), Next through LMS English
students can improve their achievement and broader
their experience (Rachmawati, Fadhilawati, &
Setiawan, 2020).
The benefits of using LMS in learning are also
related to the learners’ positive attitude and
behaviour. By using LMS in learning, learners
improve their collaborative skill,
autonomy(Lyashenko & Malinina, 2015), interaction
and communication (Maulana & Lintangsari, 2021).
The important one is using online learning is the way
students to regulate their learning through optimizing
their cognitive and metacognitive process (Gafaro,
2019), namely self-regulated learning.
Self-regulated learning (SRL) consists of
metacognitive, motivational, and behavioral
processes that are personally initiated to acquire
knowledge and skills. They are goal setting, planning,
learning strategies, self-reinforcement, self-
recording, and self-instruction (Zimmerman, 2015)
(Identity & Rovane, 1998). SRL focuses on the
learner's moldable role in explaining goals and
strategies, as well as recognizing and reflecting on
one's perceptions and influences alongside learning
tasks(Triquet, Peeters, & Lombaerts, 2017).
Self-regulated learning is an active constructive
process in which the learners take charge of their
learning. The learners are characterized by high
motivation level and actively involved in planning,
setting goals, implementing and monitoring, and
evaluating the entire process and their
achievement(Saban Kumar K.C., 2021). Self-
regulated learning is a system or process in which
students plan goals, proactively regulate and manage
their cognition, maintain their motivation and their
behaviour to get their goals(Öztürk, 2021).
The purpose of this paper is to investigate the use
of learning management system to promote students’
self-regulated learning in University in Indonesia.
This paper also is aimed at exploring the supporting
and challenging factors in using LMS to promote
students’ self-regulated learning between hopes and
challenges.
2 METHOD
The study was conducted in the qualitative and
quantitative research design. Qualitative research
refers to a flawed structured research methodology to
gain in-depth information about the use of LMS to
promote self-regulated learning for EFL learners. The
study utilized a semi-structured interview. It was
conducted the depth interviewing of the respondent
by convenient circumstances. The tangible research
devices applied in the study composed focused on
interviews.
The indicators of interview were adopted from
Gambo & Shakir (2021) which focused on five
components of SRL in smart learning. They are goal
setting, strategic planning, task-strategy, elaboration,
and help seeking. The respondents I took were
English lecturers who used LMS in their lectures, and
students who used LMS in the learning process. The
number of interview respondents was 6 students and
3 lecturers.
The quantitative research is used to find out some
hopes and challenges of using LMS for EFL learners.
The questionnaire is prepared by using five points
Likert scales (from strongly disagree to strongly
agree). It was adopted from (R. Prasetya, 2021). The
next step was to assess reliability and validity of the
questionnaire. In terms of overall reliability, the
Cronbach’s alpha was .830, suggesting high internal
consistency. The number of questioners respondents
are 54 people.
3 RESULTS AND DISCUSSION
3.1 Findings
To find out the use of learning management system
(LMS) for EFL Learners in University in order to
promote self-regulated learning, it was conducted by
interviewing eight respondents who were taken from
every class and every level in English department.
Usage of Learning Management System (LMS): A Qualitative Study of Self-Regulated Learning on EFL Learners in University Between
Hopes and Challenges
81
Convenient sampling was used to choose the
respondent of this research.
3.1.1 Goal Setting Aspect in Promote SRL
Through LMS
All respondents agreed that LMS designed and set to
let students through a process of reflection short- and
long-term goals of learning. Communication feature
of LMS supported them to think about considering
what strategies they might use to accomplish and
realize those goals. The lecturers posted some
announcement about the course goal, informed about
learning outcome of this course, learning goal every
meeting and materials information every meeting as
well. Therefore, students could access them
conveniently.
I can manage and set my goal every course
because in LMS through announcement site
lecturers give information about the learning
outcome and learning goal for every meeting
(R4,T.1)
I can think what should I do to accomplish my
goal through giving some information about
learning outcomes in LMS (R2.T1)
Figure 1: The Information about learning goal every
meeting and also the material.
3.1.2 Strategic Planning Aspect in Promote
SRL Through LMS
All respondents supported that using LMS could
facilitate students to conduct strategic planning for
their learning. It is related to students’ planning the
sequence, timing and completion of activities
directed at learning goals. Through LMS features
such as announcement every meeting, task or
assignment feature, students can manage or plan and
also conduct some strategies to finish the task. In
addition, some lectures also gave them the final
project of this course using project-based learning, so
they can set some steps to accomplish the goals.
There is assignment feature to manage us and to
give information the dateline of submitting the
assignment, so we can manage our time to
accomplish it (R3, T2
Not only assignment feature but also a quiz
feature in our LMS can support us to manage our
time because there is dateline of finishing the quiz
(R6, T2)
Figure 2: The Quiz Feature from Students’ LMS.
Figure 3: The Assignment Feature from Students’ LMS.
3.1.3 Self-Evaluation Aspect in Promote
SRL Through LMS
Concerning this aspect, students are able to reflect on
their own learning, including their strengths and
weaknesses. It can be conducted through some
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features in LMS such as grade feature, discussion
feature, assignment feature and also reflection site.
All respondents agreed that they can conduct self-
evaluation by supporting some features in their LMS,
such; 1) grade feature; the students can reflect what
have been done and what have they got of their
learning based on their scores; 2) discussion feature;
students can evaluate their own learning and
understanding based on the dynamic of discussion
between student and student, and also between
student and lecturer; 3) reflection site; some lecturers
using in project-based learning and setting their steps
in LMS post reflection site for the students. It is aimed
at reflecting on areas that they have done well in and
some areas that need improvement.
We can evaluate our performance in learning
based on the lecturer feedback through grade
feature, and discussion feature. We can know our
weaknesses so we can build it (R6.T1)
There is a reflection aspect In ELT material
development course and research method in ELT
course which are set in LMS. By using reflection
feature, we can write and express what we felt and
what we got from those courses (R8, T1)
Figure 4: The Feedback from lecturer.
Figure 5: The reflection feature from students’ LMS.
3.1.4 Task Strategy Aspect to Promote SRL
Through LMS
Similar to strategic planning aspect, it focuses on
organizing, planning, and transforming one’s own
study time and tasks. Based on the interview results,
students can manage or plan some tasks given by
lecturer due to distributing assignment feature in
LMS. From that feature, we can access the instruction
and rubric assessment of the task. The important one
is students can get the information of the task
dateline. Consequently, students can manage their
time to accomplish the task. They also can organize
some activities, such reviewing the material posted by
lecturer, reviewing some discussion that is available
in LMS.
We can manage our time to submit our assignment
in LMS because the lecturer gives us the dateline
information in our LMS. Therefore, we can plan
some strategies to finish our task such reading
materials and opening material video given by
lecturer which set in LMS (R4, T4)
Figure 6: The information about timeline of assignment.
Usage of Learning Management System (LMS): A Qualitative Study of Self-Regulated Learning on EFL Learners in University Between
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83
3.1.5 Elaboration Aspect to Promote SRL
Through LM
S
Concerning this aspect, elaboration is related to
combining new knowledge with prior knowledge and
constructing meaning from learned materials. For
giving new knowledge and information about the
course, the lecturers distributed the materials both
PPT and PDF formats in LMS feature. In addition,
students also got new knowledge from link shared
through LMS. Some activities based on those features
encourage students to learn and elaborate some
knowledge that they have got. Besides, to construct
some meaning and knowledge, the lecturer facilitated
in discussion feature and also video conference
feature so that between lecturers and students can
share and elaborate some ideas related to the topic of
this course.
To get the new materials or new knowledge, the
lecturer posts them in LMS through material
feature. The format file usually is using PPT
(R1.T5)
Every meeting, the lecturers post some features
such attendance, material link, discussion and
also video conference link to conduct
synchronous learning (R5.T5)
Figure 7: The material and video features.
Figure 8: The Video Conference Link in LMS.
3.1.6 Help Seeking Aspect to Promote SRL
Through LMS
Organizing and mapping the need for assistance
becomes crucial when students experience learning
difficulties and stagnation or are faced with a level of
performance that is less than desired. With regard to
the goal of seeking help students facilitate the
recognition that seeking help can be a self-regulated
learning strategy.The implementation of this aspect is
asking other friends for help, or consulate to the
lecturers or resources. In LMS we use discussion
feature or video conference to ask for helping.
We can ask for help about the material, the task
and also the project by using video conference
with lecturer through google meet link. In
addition, we can use discussion feature to confirm
something unclear in every meeting (R6T6).
3.1.7 Hopes and Challenges in Using LMS
for EFL Learners
To find out the hopes and challenges in using LMS
for EFL learners in university, this study distributed
11 items related to the hopes and 15 items related to
challenges in using LMS. The result can be seen from
the table below.
Based on the results above, it can be concluded
that more than 75% the respondents agreed that LMS
should improve and build the English teaching and
learning. Some hopes expected by respondents in
using LMS are this system (LMS) can improve the
quality and handle the English problems, can improve
some component of self-regulated learning such
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Table 1: The percentage about general perception of LMS.
Q SA A U DA SD
LMS improves the Quality of English Teaching in Higher
Education
3 (5.5%) 45(85.1%) 6 (9.2%) 0 (0%) 0 (0%)
LMS makes English Language Pedagogical pleasant 2 (3.7%) 45(83.3%) 7 (12.9%) 0 (0%) 0 (0%)
LMS Improving comprehensive Language Skills 2(3.7%) 40(74%) 10 (18.5%) 2 (3.7%) 0 (0%)
LMS handles with Language Teaching obstacle 1(1.8%) 45(83.3%) 8 (14.8%) 0 (0%) 0 (0%)
LMS generates a collaborative language teaching & learning
situation.
4(7.4%) 46(85.1%) 3 (5.5%) 0 (1%)
1
(
1.8%
)
LMS enhances language teaching interactive experiences 3(5.5%) 41(75.9%) 9 (16.6%) 1 (1.8%) 0 (0%)
LMS stimulates language teaching needs and interests 1(1.8%) 44(81.4%) 9 (16.6%) 0 (0%) 0 (0%)
LMS encourages independent language teaching and learning 7(12.9%) 46(85.1%) 1 (1.8%) 0 (0%) 0 (0%)
LMS implements a comfortable environment to encourage target
language practice
3(5.5%) 43(79.6%) 7 (12.9%) 1 (1.8%) 0 (0%)
LMS is appropriate for small or large group activities 4(7.4%) 38(70.3%) 10 (18.5%) 2 (3.7%) 0 (0%)
LMS supports lecturers and students' academic progression 9(16.6%) 42(77.7%) 3 (5.5%) 0 (0%) 0 (0%)
Table 2: Learning Style and Cultural Challenges using LMS.
Q SA A U DA
Disability in accessing technology 3 (5.5%) 30 (55.5%) 15 (27.7%) 6 (11.1%)
University Support 10 (18.5%) 40 (74%) 4 (7.4%) 0 (0%)
Students' family background 3 (5.5%) 30 (55.5%) 19 (35.1%) 2 (3.7%)
Lack of classroom 5 (5.5%) 29 (53.7%) 17 (31.4%) 3 (5.5%)
Attitude towards ICT 7 (12.9%) 45 (83.3%) 2 (3.7%) 0 (0%)
Electronic learning referred to the student-focused approach 3 (5.5%) 40 (74%) 5 (9.2%) 5 (9.2%)
Materials in textbooks 1 (1.8%) 20 (37%) 25 (46.2%) 8 (14.8%)
Table 3: Pedagogical E-learning Challenges Using LMS.
Question SA A U D
Requires much preparation time compared to other approaches 3 (5.5%) 29 (53.7%) 20 (37%) 1 (1.8%)
The course is not boundary with conventional time 1 (1.8%) 31 (57.4%) 19 (35.1%) 3 (5.5%)
Table 4: Time Management Challenges Using LMS.
Q SA A U DA
Lack in explaining the material 4 (7.4%) 25 (46.2%) 17 (31.4%) 8 (14.8%)
Learners are bored because of feeling isolated and disconnected 4 (7.4%) 29 (53.7%) 12 (22.2%) 9 (16.6%)
Lack of student engagement 7 (12.9%) 35 (64.8%) 8 (14.8%) 4 (7.4%)
Lack ofevaluating student's task-based performance 4 (7.4%) 28 (51.8%) 16 (29.6%) 5 (9.2%)
Table 5: Technological Challenges Using LMS.
Question SA A U DA
The unavailability of internet access/ WIFI other infrastructures 4 (7.4%) 32 (59.2%) 11 (20.3%) 6 (11.1%)
The lack of cheaper software 7 (12.9%) 32 (59.2%) 9 (16.6%) 5 (9.2%)
Usage of Learning Management System (LMS): A Qualitative Study of Self-Regulated Learning on EFL Learners in University Between
Hopes and Challenges
85
collaboration, exploring new knowledge and
experience, motivation and encouraging.
The table below describe some challenges related
to using LMS for EFL learners.
Based on the tables above, it can be concluded that
the challenges of using LMS by EFL learners are
placed into four aspects. They are learning style and
cultural challenges, pedagogical e-learning
challenges, technological challenges, and time
management challenges. The learning style and
cultural challenges in using technology are the lack
ofteachers’ or lecturers’ ability, the concept of
student-centeredlearning which still weak in
Indonesian cultural. The next challenges are about
pedagogical e-learning challenges. Those are related
to students’ motivation and engagement to be
interested in learning using LMS. It is also related to
some difficulties in assessing student's task-based
performance. The third aspect of challenging in using
LMS is technological challenging. It is about unstable
signal and limited software used by learners. The last
aspect is time management challenge. It focuses on
long preparation to perform the LMS. It needs more
time.
3.2 Discussion
Based on the findings above, it can be concluded that
most of features in LMS used by EFL students are
powerful to support the students’ self-regulated
learning including goal setting, strategic planning,
task-strategy, self -evaluation, elaboration and help
seeking. LMS tools can be addressed into three
models they are learning skill tools, communication
tools, and productivity tools (Onodipe, Keengwe, &
Cottrell-Yongye, 2020).
Some features that related to the learning skills
tools are quizzes, attendance, assignment, video
conference. Whereas some features related to the
communication tools are; announcement and
discussion. Then, some features related to
productivity tools are material, video material, record
grades. Goal setting is one of self-regulated learning
components in enhance online learning. Goals
involve setting and modifying task-specific goals that
serve as criteria against which to gauge
progress(Schunk, 2005)(Scroll & For, 2010). Goal
setting in Zimmerman’s Cyclical Phases Model is
included forethought phase.(Panadero, 2017).
Distributing some features related to goal setting in
LMS gives best performance for learners(Handoko,
Gronseth, McNeil, Bonk, & Robin, 2019)(Kitsantas,
Robert, & Doster, 2004), and positive impact on
SRL(Barkah Sanyoto, 2021).
Strategic planning is also essential for
encouraging self -regulated learning of learners.
Strategic planning promotes students’ construction of
mental representations of their goals, as well as the
organization and management of strategies for
achieving them(Eilam & Aharon, 2003). It could be
started with determining goals, then the students
should manage and plan using specific strategic to
accomplish their goals(Chen, 2011). It is similar to
task strategy which is one of component of SRL that
related to cognitive domain. The cognitive area
introduces the resources and also strategies that
support in addressing the task. Metacognitive
awareness recognizes the difficulty of the task and
identifies the knowledge and skills needed for
addressing the task(Rowe & Rafferty, 2013), Task
strategy also significant correlation and predictor
with SRL(Lee, Watson, & Watson, 2020).
The finding of this study also related to
elaboration to promote SRL. It is proven by research
(Liu, Xiang, McBride, & Chen, 2020) stated that
elaboration component gives predominant effect to
SRL. Elaboration refers to our abilty to embellish new
information in long term memory. Elaboration can
occur at a shallow or deep level.(Mehrens, W.A. &
Lehmann, 1991). The last component of SRL is help
seeking. It is supported by LMS to facilitate students
to ask for help about their problems from teachers and
more knowledgeable peers who are able to scaffold
them to find or develop solutions(Dong, Jong, &
King, 2020). It is proven by previous studies that
showed contributing to a better understanding of
contemporary university students' online academic
help seeking(Cheng, Liang, & Tsai, 2013)(Won,
Hensley, & Wolters, 2021).
Some findings related to hopes and challenges in
using LMS for EFl learners are supported by some
previous studies. Based on Xiao (2020) stated that to
improve professional development LMS or Moodle
can build with interactive platform and much features
(Paraginǎ, Paraginǎ, Jipa, Savu, & Dumitrescu,
2011)(Egorov, Prokhorova, Lebedeva, Mineeva, &
Tsvetkova, 2021), add best capacity (Deliwe, 2020).
The findings related to some challenges are similar to
some previous studies. LMS must be placed on using
LMS friendly user interfaces that can enable all tools
and functions (Al-Hunaiyyan, Al-Sharhan, &
AlHajri, 2020), (Zain, Fadil, & Hadi, 2018)(Sahoo,
Odame, Reddy, & Khan, 2020). In addition some
challenges are connectivity, e-learning system
support, and technological (Bhalalusesa, 2013) and
self-regulation issues(Aini, Budiarto, Putra, &
Rahardja, 2020).
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4 CONCLUSION
This study is exploring the use of LMS to promote
self-regulated learning on EFL learners in University.
The features of LMS set by English lecturers support
EFL learners’ self- regulated learning. The
component of SRL adopted to conduct this research
consists of goal setting, strategic planning, task-
strategy, elaboration, and help seeking. Those
components are built by some features of LMS are
quizzes, attendance, assignment, video conference,
announcement, discussion, material site, video
material, and also record grades. By using features of
LMS encourage and improve students’ self-regulated
learning. EFL learners’ perception about hopes
showed that using LMS can improve the quality of
English learning both lectures and learners. Some
challenges related to this finding showed some aspect
including technological skill, capacity and e-learning
support system.
REFERENCES
Aini, Q., Budiarto, M., Putra, P. O. H., & Rahardja, U.
(2020). Exploring E-learning Challenges During the
Global COVID-19 Pandemic: A Review. Jurnal Sistem
Informasi, 16(2), 57–65. https://doi.org/10.21609/jsi.
v16i2.1011
Al-Hunaiyyan, A., Al-Sharhan, S., & AlHajri, R. (2020).
Prospects and Challenges of Learning Management
Systems in Higher Education. International Journal of
Advanced Computer Science and Applications, 11(12),
73–79. https://doi.org/10.14569/IJACSA.2020.01112
09
Barkah Sanyoto, G. S. (2021). The Effect of Goal Setting,
Self Efficacy, Interest and Peer Support On Self
Regulated Learning. Angewandte Chemie International
Edition, 6(11), 951–952., 7(1), 2013–2015.
Bhalalusesa, R. (2013). Challenges of Using E-learning
Management Systems faced by the Academic Staff in
Distance Based Institutions from Developing
Countries: A Case Study of the Open University of
Tanzania. Huria: Journal of the Open University of
Tanzania, 14(1), 89-110–110.
Bradley, V. M. (2020). Learning Management System
(LMS) Use with Online Instruction. International
Journal of Technology in Education, 4(1), 68.
https://doi.org/10.46328/ijte.36
Cavus, N. (2011). Investigating mobile devices and LMS
integration in higher education: Student perspectives.
Procedia Computer Science, 3, 1469–1474. https://doi.
org/10.1016/j.procs.2011.01.033
Cavus, N., & Alhih, M. S. (2014). Learning Management
Systems Use in Science Education. Procedia - Social
and Behavioral Sciences, 143, 517–520. https://doi.
org/10.1016/j.sbspro.2014.07.429
Cerezo, R., Sánchez-santillán, M., Paule-ruiz, M. P., &
Núñez, J. C. (2016). SC. Computers & Education.
https://doi.org/10.1016/j.compedu.2016.02.006
Chen, P.-H. (2011). Guiding College Students To Develop
Academic Self-Regulatory Skills. Journal of College
Teaching & Learning (TLC), 8(9), 29–34. https://doi.
org/10.19030/tlc.v8i9.5642
Cheng, K. H., Liang, J. C., & Tsai, C. C. (2013). University
students’ online academic help seeking: The role of
self-regulation and information commitments. Internet
and Higher Education, 16(1), 70–77. https://doi.
org/10.1016/j.iheduc.2012.02.002
Costa, P. M., Fontes, T., Nunes, A. A., Ferreira, M. C.,
Costa, V., Dias, T. G., … Falc??o E Cunha, J. (2016).
Application of Collaborative Information Exchange in
Urban Public Transport: The Seamless Mobility
Solution. Transportation Research Procedia, 14, 1201–
1210. https://doi.org/10.1016/j.trpro.2016.05.191
Deliwe, A. P. (2020). The Use of Learner Management
System (MOODLE) in Promoting Teaching and
Learning. Universal Journal of Educational Research,
8(12B), 8383–8392. https://doi.org/10.13189/
ujer.2020.082644
Dong, A., Jong, M. S. Y., & King, R. B. (2020). How Does
Prior Knowledge Influence Learning Engagement? The
Mediating Roles of Cognitive Load and Help-Seeking.
Frontiers in Psychology, 11(October), 1–10. https://doi.
org/10.3389/fpsyg.2020.591203
Egorov, E. E., Prokhorova, M. P., Lebedeva, T. E.,
Mineeva, O. A., & Tsvetkova, S. Y. (2021). Moodle
LMS: Positive and Negative Aspects of Using Distance
Education in Higher Education Institutions. Propósitos
y Representaciones, 9(SPE2). https://doi.org/10.2051
1/pyr2021.v9nspe2.1104
Eilam, B., & Aharon, I. (2003). Students’ planning in the
process of self-regulated learning. Contemporary
Educational Psychology, 28(3), 304–334.
https://doi.org/10.1016/S0361-476X(02)00042-5
Gafaro, B. C. (2019). Exploring self-regulated language
learning with MOOCs. Journal of Interactive Media in
Education, 2019(1), 1–5. https://doi.org/10.5334/
jime.527
Gambo, Y., & Shakir, M. Z. (2021). Review on self-
regulated learning in smart learning environment.
Smart Learning Environments, 8(1). https://doi.org/
10.1186/s40561-021-00157-8
Handoko, E., Gronseth, S. L., McNeil, S. G., Bonk, C. J., &
Robin, B. R. (2019). Goal setting and MOOC
completion: A study on the role of self-regulated
learning in student performance in massive open online
courses. International Review of Research in Open and
Distance Learning, 20(3), 39–58. https://doi.org/10.
19173/irrodl.v20i4.4270
Identity, S., & Rovane, C. (1998). Methods and
Environments for Learning. International
Encyclopedia of the Social & Behavioral Sciences.
Joel, S. M. (2015). Learning Management System success:
Increasing Learning Management System usage in
higher education in sub-Saharan Africa Joel S . Mtebe.
International Journal of Education and Development
Usage of Learning Management System (LMS): A Qualitative Study of Self-Regulated Learning on EFL Learners in University Between
Hopes and Challenges
87
Using Information and Communication Technology,
11(2), 51–64.
Kitsantas, A., Robert, A. R., & Doster, J. (2004).
Developing self-regulated learners: Goal setting, self-
evaluation, and organizational signals during
acquisition of procedural skills. Journal of
Experimental Education, 72(4), 269–287.
https://doi.org/10.3200/JEXE.72.4.269-287
Lee, D., Watson, S. L., & Watson, W. R. (2020). The
relationships between self-efficacy, task value, and
self-regulated learning strategies in massive open
online courses. International Review of Research in
Open and Distance Learning, 21(1), 1–22.
https://doi.org/10.19173/irrodl.v20i5.4564
Liu, J., Xiang, P., McBride, R. E., & Chen, H. (2020). Self-
regulated learning strategies and achievement goals
among preservice physical education teachers.
European Physical Education Review, 26(2), 375–391.
https://doi.org/10.1177/1356336X19859602
Lyashenko, M. S., & Malinina, I. A. (2015). The Use of
Learning Management System Projects for Teaching a
Foreign Language in the University. Procedia - Social
and Behavioral Sciences, 182, 81–88.
https://doi.org/10.1016/j.sbspro.2015.04.741
Maulana, N. R., & Lintangsari, A. P. (2021). the Use of
Moodle in English Language Learning During the
Pandemic: the Students’ Voice. The Journal of English
Literacy Education, 8(1), 27–41.
Mehrens, W.A. & Lehmann, I. J. (1991). Measurement and
evaluation in education and psicology. ((3rd Ed.)). New
York: Holt, Rinehart and Winston.
Onodipe, G., Keengwe, J., & Cottrell-Yongye, A. (2020).
Using Learning Management System to Promote Self-
regulated Learning in a Flipped Classroom. Journal of
Teaching and Learning with Technology, 9(1), 3–18.
https://doi.org/10.14434/jotlt.v9i1.29375
Öztürk, M. (2021). The e ff ect of self-regulated
programming learning on undergraduate students ’
academic performance and motivation.
https://doi.org/10.1108/ITSE-04-2021-0074
Panadero, E. (2017). A review of self-regulated learning:
Six models and four directions for research. Frontiers
in Psychology, 8(APR), 1–28. https://doi.org/
10.3389/fpsyg.2017.00422
Paraginǎ, F., Paraginǎ, S., Jipa, A., Savu, T., & Dumitrescu,
A. (2011). The benefits of using MOODLE in teacher
training in Romania. Procedia - Social and Behavioral
Sciences, 15, 1135–1139. https://doi.org/10.1016/j.s
bspro.2011.03.252
Prasetya, R. (2021). Perception and Challenges Integrating
Teaching English Based on LMS Moodle During
Covid-19 Pandemic. Elitejournal.Org, 3(1), 31–50.
Prasetya, R. E. (2021). Effectiveness of Teaching English
for Specific Purposes in LMS Moodle: Lecturers ’
Perspective. Journal of English Language Teaching
and …, 6(1), 93–109.
Putri, E., & Sari, F. M. (2020). INDONESIAN EFL
STUDENTS ’ PERSPECTIVE S TOWARDS
LEARNING MANAGEMENT SYSTEM
SOFTWARE, 1(1), 20–24.
Rachmawati, D. L., Fadhilawati, D., & Setiawan, S. (2020).
The Implementation of Computer-Assisted Language
Learning (CALL) in the EFL Setting: A Case Study in
a Secondary School in Indonesia. English Teaching
Journal: A Journal of English Literature, Linguistics,
and Education, 8(2), 91–102. https://doi.org/10
.25273/etj.v8i6.7733
Rowe, F. A., & Rafferty, J. A. (2013). Instructional Design
Interventions for Supporting Self-Regulated Learning:
Enhancing Academic Outcomes in Postsecondary E-
Learning Environments, 9(4), 590–601.
Saban Kumar K.C. (2021). Teachers ’ Perception of the
Students ’ Readiness for Self- regulated Learning
during the COVID-19 Pandemic. NELTA Journal,
25(1–2), 165–178.
Sahoo, K. K., Odame, J., Reddy, V., & Khan, A. H. (2020).
Utilization of Moodle Learning Management System
(Lms) By Undergraduate Students At the Kings
University College, Ghana, 29(7), 4208–4214.
Schunk, D. H. (2005). The Legacy and the Challenges: Paul
Pintrich’s Contributions to Personal Epistemology
Research. Educational Psychologist, 1520(August),
37–41. https://doi.org/10.1207/s15326985ep4002
Scroll, P., & For, D. (2010). Goal Setting and Self-Efficacy
During Self-Regulated Learning Goal Setting and Self-
Efficacy During Self-Regulated Learning. Educational
Psychologist, 25(1), 71–86. https://doi.org/10.1207/
s15326985ep2501
Soykan, F., & Şimşek, B. (2017). Examining studies on
learning management systems in SSCI database: A
content analysis study. Procedia Computer Science,
120, 871–876. https://doi.org/10.1016/j.procs
.2017.11.320
Triquet, K., Peeters, J., & Lombaerts, K. (2017). Self-
Regulated Learning Online: Benefits, Empirical
Foundations, Multi-level and Multi-modal Promotion,
and the Evaluation thereof for Teacher Professional
Development, (October), 36.
Won, S., Hensley, L. C., & Wolters, C. A. (2021). Brief
Research Report: Sense of Belonging and Academic
Help-Seeking as Self-Regulated Learning. Journal of
Experimental Education, 89
(1), 112–124.
https://doi.org/10.1080/00220973.2019.1703095
Wong, T. L., Xie, H., Zou, D., Wang, F. L., Tang, J. K. T.,
Kong, A., & Kwan, R. (2020). How to facilitate self-
regulated learning? A case study on open educational
resources. Journal of Computers in Education, 7(1),
51–77. https://doi.org/10.1007/s40692-019-00138-4
Xiao, Q. (2020). Using open-source learning
platform(Moodle) in university Teachers’ professional
development. Journal of Physics: Conference Series,
1646(1). https://doi.org/10.1088/1742-6596/1646/1/
012036
Yafaei, Y. Al, & Attamimi, R. (2019). Understanding
Teachers’ Integration of Moodle in EFL Classrooms: A
Case Study. English Language Teaching, 12(4), 1.
https://doi.org/10.5539/elt.v12n4p1
Zain, N. M., Fadil, N. F. M., & Hadi, A. A. (2018). Learning
Management System: An experience and perception
study from medical imaging lecturers and scholars in a
ICoIE 4 2022 - The Fourth International Conference on Innovation in Education
88
private university. International Journal of Interactive
Mobile Technologies, 12(7), 174–180. https://doi.org/
10.3991/ijim.v12i7.9638
Zainuddin, Z., Habiburrahim, Muluk, S., & Keumala, C. M.
(2019). How do students become self-directed learners
in the EFL flipped-class pedagogy? A study in higher
education. Indonesian Journal of Applied Linguistics,
8(3), 678–690. https://doi.org/10.17509/ijal.v8i3.15270
Zimmerman, B. J. (2015). Self-Regulated Learning:
Theories, Measures, and Outcomes. International
Encyclopedia of the Social &Behavioral Sciences:
Second Edition (Second Edi, Vol. 21). Elsevier.
https://doi.org/10.1016/B978-0-08-097086-8.26060-1
Usage of Learning Management System (LMS): A Qualitative Study of Self-Regulated Learning on EFL Learners in University Between
Hopes and Challenges
89