Misplaced Pages

Learning management system: Difference between revisions

Article snapshot taken from Wikipedia with creative commons attribution-sharealike license. Give it a read and then ask your questions in the chat. We can research this topic together.
Browse history interactively← Previous editContent deleted Content addedVisualWikitext
Revision as of 09:32, 14 June 2019 edit196.100.24.248 (talk) Teaching through the internet: The appearance of the first LMS systemTag: references removed← Previous edit Latest revision as of 03:08, 4 December 2024 edit undoThoughtWarden (talk | contribs)Extended confirmed users950 edits Open access status updates in citations with OAbot #oabotTag: OAbot [2.1] 
(383 intermediate revisions by more than 100 users not shown)
Line 1: Line 1:
{{Short description|Educational software application}}
{{Use dmy dates|date=July 2017}} {{Use dmy dates|date=July 2017}}
A '''learning management system''' ('''LMS''') is a ] for the administration, documentation, tracking, reporting, and delivery of ] courses, training programs, or learning and development programs.<ref name="ellis">{{citation A '''learning management system''' ('''LMS''') or '''virtual learning environment''' ('''VLE''') is a ] for the administration, documentation, tracking, reporting, automation, and delivery of ] courses, training programs, materials or learning and development programs.<ref name="ellis">{{citation
| last=Ellis | first=Ryann K. | last=Ellis
| first=Ryann K.
| year=2009 | year=2024

| title=Field Guide to Learning Management
| publisher=ASTD Learning Circuits | title=Field Guide to Learning Management
| publisher=Quora
| url=http://www.astd.org/~/media/Files/Publications/LMS_fieldguide_20091 | url=http://www.astd.org/~/media/Files/Publications/LMS_fieldguide_20091
| access-date=5 July 2012
}}</ref> The learning management system concept emerged&nbsp;directly from ]. Although the first LMS appeared in the higher education sector, the majority of the LMSs today focus on the corporate market. Learning Management Systems make up the largest segment of the learning system market. The first introduction of the LMS was in the late 1990s.<ref name=":0">{{Cite journal|last=Davis, B., Carmean, C., & Wagner, E.|date=2009|title=The Evolution of the LMS : From Management to Learning.|url=|journal=The ELearning Guild Research|volume=24|pages=|via=}}</ref>
| archive-url=https://web.archive.org/web/20140824102458/http://www.astd.org/~/media/Files/Publications/LMS_fieldguide_20091
| archive-date=24 August 2014
| url-status=dead
}}</ref> The learning management system concept emerged&nbsp;directly from ]. Learning management systems make up the largest segment of the learning system market. The first introduction of the LMS was in the late 1990s.<ref name=":0">{{Cite journal|last=Davis, B., Carmean, C., & Wagner, E.|date=2009|title=The Evolution of the LMS : From Management to Learning.|journal=The ELearning Guild Research|volume=24}}</ref> LMSs have been adopted by almost all higher education institutions in the English-speaking world.<ref>{{Cite web |date=23 September 2014 |title=LMS Data – The First Year Update |url=http://edutechnica.com/2014/09/23/lms-data-the-first-year-update/ |access-date=1 February 2015 |website=Edutechnica}}</ref> Learning management systems have faced a massive growth in usage due to the emphasis on remote learning during the COVID-19 pandemic.<ref>{{cite journal | vauthors = Raza SA, Qazi W, Khan KA, Salam J |date= April 2021 |title=Social Isolation and Acceptance of the Learning Management System (LMS) in the time of COVID-19 Pandemic: An Expansion of the UTAUT Model |journal=Journal of Educational Computing Research |volume=59 |issue=2 |pages=183–208 |doi=10.1177/0735633120960421 |issn=0735-6331 |pmc=7509242}}</ref>


Learning management systems were designed to identify training and learning gaps, utilizing analytical data and reporting. LMSs are focused on online learning delivery but support a range of uses, acting as a platform for online content, including courses, both asynchronous based and synchronous based. An LMS may offer classroom management for instructor-led training or a flipped classroom, used in higher education, but not in the corporate space. Learning management systems were designed to identify training and learning gaps, using analytical data and reporting. LMSs are focused on online learning delivery but support a range of uses, acting as a platform for online content, including courses, both asynchronous based and synchronous based. In the higher education space, an LMS may offer classroom management for instructor-led training or a flipped ].<ref>{{Cite news |last=Phillipo |first=John |date=June 27, 2018 |title=LMS: The Missing Link and Great Enabler |url=https://nanopdf.com/download/lms-the-missing-link-and-great-enabler_pdf |access-date=May 10, 2022 |website=NanoPDF}}</ref> Modern LMSs include intelligent algorithms to make automated recommendations for courses based on a user's skill profile as well as extract ] from learning materials to make such recommendations even more accurate.<ref>{{Cite journal |last1=Aldahwan |first1=Nouf |last2=Alsaeed |first2=Nourah I. |date=August 2020 |title=Use of Artificial Intelligent in Learning Management System (LMS): A Systematic Literature Review |url=https://www.researchgate.net/publication/346970541 |journal=International Journal of Computer Applications |volume=175 |issue=August 2020 |pages=16–26 |doi=10.5120/ijca2020920611 |s2cid=225363292 |via=researchgate.net|doi-access=free }}</ref>


== Characteristics == == Characteristics ==

===Purpose=== ===Purpose===
An LMS delivers and manages all types of content, including video, courses, and documents. In the education and higher education markets, an LMS will include a variety of functionality that is similar to corporate but will have features such as rubrics, teacher and instructor facilitated learning, a discussion board, and often the use of a syllabus. A syllabus is rarely a feature in the corporate LMS although courses may start with heading-level index to give learners an overview of topics covered. An LMS delivers and manages all types of content, including videos, courses, workshops, and documents. In the education and higher education markets, an LMS will include a variety of functionality that is similar to corporate but will have features such as rubrics, teacher and instructor-facilitated learning, a discussion board, and often the use of a syllabus. A syllabus is rarely a feature in the corporate LMS, although courses may start with a heading-level index to give learners an overview of topics covered.


===History=== ===History===
There are several historical phases of distance education that preceded the development of the LMS: There are several historical phases of distance education that preceded the development of the LMS.


==== Correspondence teaching ==== ==== Correspondence teaching ====
The first known document of correspondence teaching dates back to 1723, through the advertisement in the ''Boston Gazette'' of Caleb Phillips, professor of ], offering teaching materials and tutorials.<ref>{{cite web|url=http://bear.warrington.ufl.edu/tutorials/going-the-distance/|title=A Brief History of Online Education|website=bear.warrington.ufl.edu}}</ref> The first testimony of a bi-directional communication organized correspondence course comes from England, in 1840, when ] initiated a shorthand course, wherein he sent a passage of the Bible to students, who would send it back in full transcription. The success of the course resulted in the foundation of the phonographic correspondence society in 1843. The pioneering milestone in distance language teaching was in 1856 by Charles Toussaint and ], who began the first European institution of distance learning. This is the first known instance of the use of materials for independent language study.<ref>{{cite web|url=http://www.godistancelearning.com/history-of-distance-learning.html|title=History of Distance Learning|website=www.godistancelearning.com}}</ref> Correspondence institutions in the United States and across Europe were encouraged and fostered by the development in 1680 of the penny post service, which allowed the delivery of letters and parcels for a penny.<ref>{{cite web|url=https://www.britannica.com/topic/Penny-Post|title=Penny Post - postal service}}</ref> The first known document of correspondence teaching dates back to 1723, through the advertisement in the ''Boston Gazette'' of Caleb Phillips, professor of ], offering teaching materials and tutorials.<ref>{{cite web|url=http://bear.warrington.ufl.edu/tutorials/going-the-distance/|title=A Brief History of Online Education|website=bear.warrington.ufl.edu|access-date=26 April 2018|archive-date=13 February 2019|archive-url=https://web.archive.org/web/20190213224631/http://bear.warrington.ufl.edu/tutorials/going-the-distance/|url-status=dead}}</ref> The first testimony of a bi-directional communication organized correspondence course comes from England, in 1840, when ] initiated a shorthand course, wherein he sent a passage of the Bible to students, who would send it back in full transcription. The success of the course resulted in the foundation of the phonographic correspondence society in 1843. The pioneering milestone in distance language teaching was in 1856 by Charles Toussaint and ], who began the first European institution of distance learning. This is the first known instance of the use of materials for independent language study.<ref>{{cite web|url=http://www.godistancelearning.com/history-of-distance-learning.html|title=History of Distance Learning|website=www.godistancelearning.com|access-date=26 April 2018|archive-date=16 February 2019|archive-url=https://web.archive.org/web/20190216222852/http://www.godistancelearning.com/history-of-distance-learning.html|url-status=dead}}</ref>


==== Multimedia teaching: The emergence and development of the distance learning idea ==== ==== Multimedia teaching: The emergence and development of the distance learning idea ====
The concept of ] began developing in the early 20th century, marked by the appearance of audio-video communication systems used for remote teaching.{{citation needed|date=March 2018}} In 1909, ] published his story 'The Machine Stops' and explained the benefits of using audio communication to deliver lectures to remote audiences.<ref>E.M. Forster, , ''archive.ncsa.illinois.edu''.</ref> The concept of ] began developing in the early 20th century, marked by the appearance of audio-video communication systems used for remote teaching.<ref>{{Cite journal|last=Hubackova|first=Sarka|date=June 2015|title=History and Perspectives of Elearning|journal=Procedia - Social and Behavioral Sciences|language=en|volume=191|pages=1187–1190|doi=10.1016/j.sbspro.2015.04.594|doi-access=free}}</ref> In 1909, ] published his story 'The Machine Stops' and explained the benefits of using audio communication to deliver lectures to remote audiences.<ref>E.M. Forster, {{Webarchive|url=https://web.archive.org/web/20140515194710/http://archive.ncsa.illinois.edu/prajlich/forster.html |date=15 May 2014 }}, ''archive.ncsa.illinois.edu''.</ref>


Here the term "multimedia" refers to the use of several means (media) to reach the students and provide instruction. Printed materials are joined by audiotapes, videotapes, radio and TV, broadcasts, telephone, etc.<ref> </ref> The earliest networked learning system was the ] Learning Management system (PLM) developed in the 1970s by Control Data Corporation. In 1920, ] developed the first teaching machine which offered multiple types of practical exercises and question formats. Nine years later, ]'s Professor M.E. Zerte transformed this machine into a problem cylinder able to compare problems and solutions.<ref>Solomon Arulraj DAVID, , ''academia.edu''.</ref> In 1924, ] developed the first teaching machine which offered multiple types of practical exercises and question formats. Nine years later, ]'s Professor M.E. Zerte transformed this machine into a problem cylinder able to compare problems and solutions.<ref>Solomon Arulraj DAVID, , ''academia.edu''.</ref>


This, in a sense, was "multimedia", because it made use of several media formats to reach students and provide instruction. Later, printed materials would be joined by telephone, radio broadcasts, TV broadcasts, audio, and videotapes.<ref>{{Cite web|url=http://web.worldbank.org/archive/website00236B/WEB/INT_02.HTM|title=Interactions: Selection and Use of Media for Open and Distance Learning}}</ref>
==== Telematic teaching ====
In the 1980s the modern telecommunications start to be used in education, with computers more present in the daily use of higher education institutions. Computer aided teaching aim to integrate technical and educational means and instruments to student learning. The trend then shifted to video communication, as a result of which ] decided to hold telecast classes to their students for approximately 13-15 hours a week. The classes took place in 1953, while in 1956, Robin McKinnon Wood and Gordon Pask released the very first adaptive teaching system for corporate environments SAKI.<ref name="auto">Solomon Arulraj DAVID, , ''teachingmachin.es''.</ref> The idea of automating teaching operations also inspired the University of Illinois experts to develop their ] which enabled users to exchange content regardless of their location.<ref name="auto" /> In the period between 1970 and 1980, educational venues were rapidly considering the idea of computerizing courses, including the Western Behavioral Sciences Institute from California that introduced the first accredited online-taught degree.


The earliest networked learning system was the ] Learning Management system (PLM) developed in the 1970s by Control Data Corporation.
====Teaching through the internet: The appearance of the first LMS system====
The history of the application of computers to education is filled with broadly descriptive terms such as ] (CMI), and ] (ILS), ] (CBI), ] (CAI), and ] (CAL). These terms describe drill-and-practice programs, more sophisticated tutorials, and more individualized instruction, respectively.<ref>{{cite web|url=http://www.minedu.govt.nz/index.cfm?layout=document&documentid=5499&indexid=6920&indexparentid=1024|title=A Review of the Literature on Computer-Assisted Learning, particularly Integrated Learning Systems, and Outcomes with Respect to Literacy and Numeracy|last1=Parr|first1=Judy M.|last2=Fung|first2=Irene|date=3 October 2006|publisher=New Zealand Ministry of Education|archiveurl=https://web.archive.org/web/20070309042941/http://www.minedu.govt.nz/index.cfm?layout=document&documentid=5499&indexid=6920&indexparentid=1024|archivedate=9 March 2007|accessdate=13 February 2013}}</ref> The term is currently used to describe a number of different educational ].<ref name="Watson 2007 28–34">{{cite journal|last=Watson|first=William R.|year=2007|title=An Argument for Clarity: What are Learning Management Systems, What are They Not, and What Should They Become?|url=http://hal.archives-ouvertes.fr/docs/00/69/20/67/PDF/Watson-2007.pdf|journal=TechTrends|volume=51|issue=2|pages=28–34|accessdate=13 February 2013|doi=10.1007/s11528-007-0023-y}}</ref> ] by SoftArc, used by the United Kingdom's ] in the 1990s and 2000s to deliver online learning across Europe, was one of the earliest internet-based LMSs.<ref>{{cite web|url=http://www.oxagile.com/company/blog/history-and-trends-of-learning-management-system-infographics|title=History and Trends of Learning Management System (Infographic)|date=12 April 2016|publisher=Oxagile}}</ref><ref>{{cite web|url=http://www.elearnhub.org/the-history-of-distance-learning-and-the-lms/|title=The History of Distance Learning and the LMS|author=Ashok Sharma|publisher=ELH Online Learning Made Simple}}</ref>


==== Telematic teaching====
The first fully featured Learning Management System (LMS) was called ''EKKO'', developed and released by Norway's NKI Distance Education Network in 1991.<ref>, ''irrodl.org'',.</ref> Three years later, ]'s NB Learning Network presented a similar system designed for DOS-based teaching, and devoted exclusively to business learners.
In the 1980s, modern telecommunications started to be used in education. Computers became prominent in the daily use of higher education institutions, as well as instruments to student learning. Computer-aided teaching aimed to integrate technical and educational means. The trend then shifted to video communication, as a result of which ] decided to hold telecast classes to their students for approximately 13–15 hours a week. The classes took place in 1953, while in 1956, Robin McKinnon Wood and Gordon Pask released the first adaptive teaching system for corporate environments SAKI.<ref name="auto">Solomon Arulraj DAVID, , ''teachingmachin.es''.</ref> The idea of automating teaching operations also inspired the University of Illinois experts to develop their ] which enabled users to exchange content regardless of their location.<ref name="auto" /> In the period between 1970 and 1980, educational venues were rapidly considering the idea of computerizing courses, including the Western Behavioral Sciences Institute from California which introduced the first accredited online-taught degree.
Introduction

According to Walker, Lindner, Murphrey, and Dooley, (2016), a Learning Management System, commonly abbreviated as (LMS) is a very crucial tool in the education sector. It is at the core of the process of determining education quality when effectiveness and efficiency is a matter of concern. Mostly, it is necessary when evaluated from time to time to seek improvements that can shine a light on the different areas of weakness, strengths, opportunities and the threats that come with its continued use. In this particular analysis, an interpretation of the provided reports will be done in order to make a logical sense of the existing Learning Management System. That will enable the determination of the areas that most engage us as students and those that do not. It will also provide a chance to note the critical areas of improvement and the recommendable changes to be made to the current Learning Management System based on a targeted report.
====Teaching through the internet: The appearance of the first LMS====
Discussion
The history of the application of computers to education is filled with broadly descriptive terms such as ] (CMI), and ] (ILS), computer-based instruction (CBI), ] (CAI), and ] (CAL). These terms describe drill-and-practice programs, more sophisticated tutorials, and more individualized instruction, respectively.<ref>{{cite web|url=http://www.minedu.govt.nz/index.cfm?layout=document&documentid=5499&indexid=6920&indexparentid=1024|title=A Review of the Literature on Computer-Assisted Learning, particularly Integrated Learning Systems, and Outcomes with Respect to Literacy and Numeracy|last1=Parr|first1=Judy M.|last2=Fung|first2=Irene|date=3 October 2006|publisher=New Zealand Ministry of Education|archive-url=https://web.archive.org/web/20070309042941/http://www.minedu.govt.nz/index.cfm?layout=document&documentid=5499&indexid=6920&indexparentid=1024|archive-date=9 March 2007|access-date=13 February 2013}}</ref> The term is currently used to describe a number of different educational ].<ref name="Watson 2007 28–34">{{cite journal|last=Watson|first=William R.|year=2007|title=An Argument for Clarity: What are Learning Management Systems, What are They Not, and What Should They Become?|url=http://hal.archives-ouvertes.fr/docs/00/69/20/67/PDF/Watson-2007.pdf|journal=TechTrends|volume=51|issue=2|pages=28–34|access-date=13 February 2013|doi=10.1007/s11528-007-0023-y|s2cid=17043075}}</ref> ] by SoftArc, used by the United Kingdom's ] in the 1990s and 2000s to deliver online learning across Europe, was one of the earliest internet-based LMSs.<ref>{{cite web|url=http://www.oxagile.com/company/blog/history-and-trends-of-learning-management-system-infographics|title=History and Trends of Learning Management System (Infographic)|date=12 April 2016|publisher=Oxagile}}</ref><ref>{{cite web|url=http://www.elearnhub.org/the-history-of-distance-learning-and-the-lms/|title=The History of Distance Learning and the LMS|author=Ashok Sharma|date=4 May 2015|publisher=ELH Online Learning Made Simple}}</ref>
Generally, it is easily observable from the graphs that from Tuesday to Friday the study activity is significantly low with students spending between 0.0 hours to only 2 hours on the system. Such a scenario presents a couple of possibilities in that there are only a few students enrolled in the system and thus no much activity can be recorded. Again, it could also mean that the system is not flexible enough to allow enrollment of many students and thus only a few students can log into the system hence poor analytics capabilities of the system. On Mondays, the graphs indicate a high significance of irregularity regarding the span of time spent in the system by students at some instances being zero hours, 0.27hours and 4.23 hours. Perhaps, such is due to the students logging into the system while submitting assignments only. An interesting trend is further registered during the weekends in which time lengths of up to 6.43 hours on a one Saturday and 2.55 hours on a Sunday were registered and as low hours of activity as 0.01 hours and 0.00hours were recorded. Such could be due to rush hour retrieval of assignment and discussion details from the system only.

Broadly, these inconsistences in student activities and system usage time lengths tend to point us to the possibility that the current system is not as effective and efficient in channeling its mandate towards producing a well-baked lot of students in the particular courses as should be. Thus, courtesy of the inconsistences and the results achieved, there is a possibility of the system bearing some main areas that propel students to the best of their performance targets and skill development and some areas that downgrade the system. The main areas that encourage high engagements in the system include board discussion in the different course learning weeks and assignment submissions and assessments. The e-activity assessments are also presented as a major area that intensely engages students. On the other hand, the main areas that do not intensely engage students include mobile learning activity and the student center activities. Surprising, the career insights offered once in the course study are also shown to record poor student engagement.
The first fully-featured Learning Management System (LMS) was called ''EKKO'', developed and released by Norway's NKI Distance Education Network in 1991.<ref>, ''irrodl.org'',.</ref> Three years later, ]'s NB Learning Network presented a similar system designed for DOS-based teaching, and devoted exclusively to business learners.
Significantly, the weak areas as identified in student reports of 2019 present the need to improve the entire Learning Management System. That is because a great Learning Management System will always fight to be completely all round (Daft & Marcic, 2016). According to Daft and Marcic, a great LMS will always bear aspects such as learner-centric experience, in-built reporting, and mobile capabilities. Furthermore, it always ought to bear the survey capabilities in which it can use survey tools to easily and effectively administer pre-training assessment. Hence, following the use of survey tools in the LMS, Post-training evaluations would also be possible. Observing the reports provided as student reports, given a chance, I would firstly improve the analytics area of the system and secondly, the flexibility of the LMS.
In this case, improving the analytics of the system would mean there is a possibility of the system capturing more advance data about the students. For example, recording more data as regards the board discussions and login times. Capturing the specific time when discussions are held and when students carry out their e-activities would be a good indicator of the times when students are more active. That is advantageous as it offers insights as to how to push more of the activities to such times when the students are active. Improving the flexibility of the system would also be necessary for example in allowing students to use their mobile capabilities much more hence improving the students' engagements. That is due to the rising preferential usage of mobile devices as opposed to desktops and laptops (Daft & Marcic, 2016). The improvements promise the course uptake and the LMS functionality.
To enhance the student learning cycle and managing experiences of the stakeholders in the institution, numerous changes on the LMS are inevitable. Looking at the provided reports, it is frustrating to actually interpret and analyze the developed reports. That is because the data provided is seemingly clunky and thus not easy to understand for the stakeholders. Such difficulty in comprehending the report signifies some sought of the inability of the LMS to even channel the required learning experience to the students. It would thus be recommendable to change the schematics of the data recording and presentation in the graphs. Such might including changing the manner in which the activities are described to include some more details as regards what exactly happens during a certain activity and the type of presentation tools used to visualize the extent of engagement of the activity.
Making such changes in terms of the description of activities and the presentation tool used would simplify the effort needed to interpret and analyze the LMS efficiency effectiveness. It further makes it possible to understand when an LMS switching is needed in a quest to take the student engagement and stakeholder a notch higher. Again, changing the activity description would provide prospects of more analytical data to be developed instrumental in reporting the success of the Learning Management System (García-Peñalvo et al., 2015). According to García-Peñalvo and his colleagues, in many occasions, such changes tend to boost the stakeholder satisfaction in the system and thus upping their willingness to even effect the recommended improvements that enhance their own experience in manning the student study cycles.
According to Postlethwaite, Wallace, Zboray, and Evans, (2015), there are numerous reports that indicate the efficiency and effectiveness of a Learning Management System for students and institutional faculties. However, for this particular case, the major targeted report that I would wish the current Learning Management System could provide for students or the faculty in order to boost understanding/or comprehension of student progress, monitoring the student activities and other interactions with the LMS is a report on the weekly performance trends of the students. A report on each student’s weekly score trends in their exams and assessments availed in a simple and easily understandable manner is a dire necessity most especially to the faculties.
Such a targeted report on the weekly score trends of all students is of dire necessity as it makes it easier for the stakeholders to improve their means of administering training activities. It shines a light on the areas students are performing better and the areas they are poor at (De Smet et al., 2016). In this case, a report indicating such strengths and weaknesses of students makes it easier for tailoring the activities in a manner that favor all students in their faculties. Such tailor-made activities usually give high prospects of improvement in delivering on the main agenda of a Learning Management System that is offering the best quality of education.
Again, a report on the satisfaction rate of the students with learning activities would also be necessary. Whether or not students are happy with the design of these activities matters a lot in determining whether to go on with the activities as they are or whether to change them to conform to the preferences of the students. Such is necessary in order to uplift the morale of students and their willingness to learn and garner skills.
Conclusion
Conclusively, this paper has been able to keenly interpret analyze the student Learning Management System reports of 2019. It has thereby been able to identify the main areas of strength and weaknesses prompting dire improvements. It has also suggested some of the recommendable changes on the current system as regards the presentation tools, and the activity description. Again the paper highlights some targeted reports such as the satisfaction rate report and weekly score trends of the assessments and exams of students that are dire in determining the effectiveness and efficiency of the Learning Management System.


== Technical aspects == == Technical aspects ==
An LMS can be either hosted locally or by a vendor. A vendor-hosted ] system tends to follow a ] (software as a service) model. All data in a vendor-hosted system is housed by the supplier and accessed by users through the internet, on a computer or mobile device. Vendor-hosted systems are typically easier to use and require less technical expertise. An LMS that is locally hosted sees all data pertaining to the LMS hosted internally on the users′ internal servers. Locally hosted LMS software will often be open-source, meaning users will acquire (either through payment or free of charge) the LMS software and its code. With this, the user is able to modify and maintain the software through an internal team. Individuals and smaller organizations tend to stick with cloud-based systems due to the cost of internal hosting and maintenance.<ref>{{Cite web|last=Peter|first=Berking|date=2016|title=Choosing an LMS|url=https://qrisnetwork.org/sites/default/files/conference-session/resources/210ChoosingAnLMS.PDF|url-status=dead|access-date=30 June 2021|archive-date=9 July 2021|archive-url=https://web.archive.org/web/20210709181251/https://qrisnetwork.org/sites/default/files/conference-session/resources/210ChoosingAnLMS.PDF}}</ref>


Most modern LMSs are web-based. There are a variety of integration strategies for embedding content into LMSs, including AICC, xAPI (also called 'Tin Can'), SCORM (Sharable Content Object Reference Model)<ref>{{Citation | title=Learning management system|publisher=stratbeans consulting|url=http://stratbeans.com/index.php/lms}}</ref> and LTI (]). LMSs were originally designed to be locally hosted on-premise, where the organization purchases a license to a version of the software, and installs it on their own servers and network. Many LMSs are now offered as ] (software as a service), with hosting provided by the vendors.<ref>{{Cite news|url=https://elearningindustry.com/saas-learning-management-system-lms-truly-saas|title=SaaS Learning Management System: Is your LMS Truly SaaS? - eLearning Industry|last=Lin|first=Sandi|date=16 November 2015|newspaper=eLearning Industry|accessdate=4 February 2017}}</ref> There are a variety of integration strategies for embedding content into LMSs, including AICC, xAPI (also called 'Tin Can'), ] (Sharable Content Object Reference Model) and LTI (]).<ref>{{Cite news|url=https://elearningindustry.com/saas-learning-management-system-lms-truly-saas|title=SaaS Learning Management System: Is your LMS Truly SaaS? - eLearning Industry|last=Lin|first=Sandi|date=16 November 2015|newspaper=eLearning Industry|access-date=4 February 2017}}</ref><ref>{{cite news | url=https://aristeksystems.com/blog/custom-lms-vs-ready-made/#common-features| title=Standard support LMS| accessdate=2022-02-04}}</ref>


Through LMS, teachers may create and integrate course materials, articulate learning goals, align content and assessments, track studying progress, and create customized test for students. LMS allows the communication of learning objectives, and organize learning timelines. LMS leverage is that it delivers learning content and tools straight to learners, and it can also reach marginalized groups through special settings. Such systems have built in customizable features including assessment and tracking. Thus, learners can see in real time their progress and instructors can monitor and communicate the effectiveness of learning.<ref name=":1">{{Cite book|chapter-url=http://sk.sagepub.com/reference/distributedlearning/n99.xml|title=Encyclopedia of Distributed Learning|last=Long|first=Phillip D.|date=2004|publisher=SAGE Publications, Inc.|location=Thousand Oaks|pages=291–293|doi=10.4135/9781412950596.n99|chapter=Learning Management Systems (LMS)|isbn=9780761924517}}</ref><ref>{{Cite journal|last=Wang|first=Qiyun|last2=Woo|first2=Huay Lit|last3=Quek|first3=Choon Lang|last4=Yang|first4=Yuqin|last5=Liu|first5=Mei|date=2011-06-09|title=Using the Facebook group as a learning management system: An exploratory study|journal=British Journal of Educational Technology|language=en|volume=43|issue=3|pages=428–438|doi=10.1111/j.1467-8535.2011.01195.x|issn=0007-1013}}</ref> One of the most important features of LMS is trying to create a streamline communication between learners and instructors. Such systems, besides facilitating online learning, tracking learning progress, providing digital learning tools, manage communication, and maybe selling content, may be used to provide different communication features.<ref>{{Cite journal|last=Chaiprasurt|first=Chantorn|last2=Esichaikul|first2=Vatcharaporn|date=2013-07-05|title=Enhancing motivation in online courses with mobile communication tool support: A comparative study|url=http://www.irrodl.org/index.php/irrodl/article/view/1416|journal=The International Review of Research in Open and Distributed Learning|language=en|volume=14|issue=3|pages=377–401|issn=1492-3831|doi=10.19173/irrodl.v14i3.1416}}</ref> Through an LMS, teachers may create and integrate course materials, articulate learning goals, align content and assessments, track studying progress, and create customized tests for students. An LMS allows the communication of learning objectives, and organize learning timelines. An LMS perk is that it delivers learning content and tools straight to learners, and assessment can be automated. It can also reach marginalized groups through special settings. Such systems have built-in customizable features including assessment and tracking. Thus, learners can see in real time their progress and instructors can monitor and communicate the effectiveness of learning.<ref name=":1">{{Cite book|chapter-url=http://sk.sagepub.com/reference/distributedlearning/n99.xml|title=Encyclopedia of Distributed Learning|last=Long|first=Phillip D.|date=2004|publisher=SAGE Publications, Inc.|location=Thousand Oaks|pages=291–293|doi=10.4135/9781412950596.n99|chapter=Learning Management Systems (LMS)|isbn=9780761924517}}</ref><ref>{{Cite journal|last1=Wang|first1=Qiyun|last2=Woo|first2=Huay Lit|last3=Quek|first3=Choon Lang|last4=Yang|first4=Yuqin|last5=Liu|first5=Mei|date=2011-06-09|title=Using the Facebook group as a learning management system: An exploratory study|journal=British Journal of Educational Technology|language=en|volume=43|issue=3|pages=428–438|doi=10.1111/j.1467-8535.2011.01195.x|issn=0007-1013}}</ref> One of the most important features of LMS is trying to create a streamline communication between learners and instructors. Such systems, besides facilitating online learning, tracking learning progress, providing digital learning tools, managing communication, and maybe selling content, may be used to provide different communication features.<ref>{{Cite journal|last1=Chaiprasurt|first1=Chantorn|last2=Esichaikul|first2=Vatcharaporn|date=2013-07-05|title=Enhancing motivation in online courses with mobile communication tool support: A comparative study|journal=The International Review of Research in Open and Distance Learning|language=en|volume=14|issue=3|pages=377–401|issn=1492-3831|doi=10.19173/irrodl.v14i3.1416|doi-access=free}}</ref>


== Features == == Features ==

=== Managing courses, users and roles === === Managing courses, users and roles ===
The LMS may be used to create professional structured course content. The teacher can add, text, images, tables, links and text formatting, interactive tests, slideshows etc. Moreover, you can create different types of users, such as teachers, students, parents, visitors and editors (hierarchies). It helps control which content a student can access, track studying progress and engage student with contact tools. Teachers can manage courses and modules, enroll students or set up self-enrollment, see reports on students and import students to their online classes.<ref name=":2">{{Cite journal|last=Schoonenboom|first=Judith|date=February 2014|title=Using an adapted, task-level technology acceptance model to explain why instructors in higher education intend to use some learning management system tools more than others|journal=Computers & Education|volume=71|pages=247–256|doi=10.1016/j.compedu.2013.09.016|issn=0360-1315}}</ref> Learning management systems may be used to create professionally structured course content. The teacher can add text, images, videos, pdfs, tables, links and text formatting, interactive tests, slideshows, etc. Moreover, they can create different types of users, such as teachers, students, parents, visitors and editors (hierarchies). It helps control which content students can access, track studying progress and engage students with contact tools. Teachers can manage courses and modules, enroll students or set up self-enrollment.<ref name=":2">{{Cite journal|last=Schoonenboom|first=Judith|date=February 2014|title=Using an adapted, task-level technology acceptance model to explain why instructors in higher education intend to use some learning management system tools more than others|journal=Computers & Education|volume=71|pages=247–256|doi=10.1016/j.compedu.2013.09.016|issn=0360-1315}}</ref>


=== Online assessment and tracking students' attendance === === Online assessment ===
LMS can enable teachers to create customized tests for students, accessible and submitted online. Platforms allow different multiple question types such as: one/multi-line answer; multiple choice answer; drag-and-drop order; essay; true or false/yes or no; fill in the gaps; agreement scale and offline tasks. Some LMSs also allow for attendance management and integration with classroom training wherein administrators can view attendance and records of whether a learner attended, arrived late, or missed classes and events.<ref name=":1" /> An LMS can enable instructors to create automated assessments and assignments for learners, which are accessible and submitted online. Most platforms allow a variety of different question types such as: one/multi-line answer; multiple choice answer; ordering; free text; matching; essay; true or false/yes or no; fill in the gaps; agreement scale and offline tasks.<ref name=":1" />


=== User feedback === === User feedback ===
Students' exchange of feedback both with teachers and their peers is possible through LMS. Teachers may create discussion groups to allow students feedback and increase the interaction in course. Students' feedback is an instrument which help teachers to improve their work, identify what to add or remove from their courses, where students feel more comfortable, what makes them be more included.<ref name=":0" /> Students' exchange of feedback both with teachers and their peers is possible through LMS. Teachers may create discussion groups to allow students feedback, share their knowledge on topics and increase the interaction in course. Students' feedback is an instrument which help teachers to improve their work, helps identify what to add or remove from a course, and ensures students feel comfortable and included.<ref name=":0" />

=== Synchronous and asynchronous learning ===
Students can either learn ] (on demand, self-paced) through course content such as pre-recorded videos, PDF, ] (Sharable Content Object Reference Model), discussion forums or they can undertake ] utilizing video conference communication, live discussions and chats.<ref>{{Cite journal |last=Bradley |first=Vaughn Malcolm |date=2021 |title=Learning Management System (LMS) Use with Online Instruction |url=https://www.ijte.net/index.php/ijte/article/view/36 |journal=International Journal of Technology in Education |language=en |volume=4 |issue=1 |pages=68–92 |doi=10.46328/ijte.36 |issn=2689-2758|doi-access=free }}</ref>

=== Learning analytics ===
Learning management systems will often incorporate dashboards to track student or user progress. They can then report on key items such as completion rates, attendance data and success likelihood. Utilising these metrics can help facilitators better understand gaps in user knowledge.<ref>{{Cite journal|last=Jones|first=Kyle M. L.|date=2019-07-02|title=Learning analytics and higher education: a proposed model for establishing informed consent mechanisms to promote student privacy and autonomy|journal=International Journal of Educational Technology in Higher Education|volume=16|issue=1|pages=24|doi=10.1186/s41239-019-0155-0|issn=2365-9440|hdl=1805/21571|s2cid=195766461|hdl-access=free |doi-access=free }}</ref>


== Learning management industry == == Learning management industry ==
{{Update section|date=August 2021}}
In the relatively new LMS market, commercial providers for corporate applications and education range from new entrants to those that entered the market in 1990. In addition to commercial packages, many open-source solutions are available.


In the U.S. higher education market as of fall 2018, the top three LMSs by number of institutions were ] (31%), ] (30%), and ] (18%).<ref>{{Citation | url = http://edutechnica.com/2018/10/06/6th-annual-lms-data-update/ | year = 2018 |title=6th Annual LMS Data Update}}.</ref> The same three systems led in terms of number of students enrolled, but Canvas slightly surpassed Blackboard. Worldwide, the picture is different, with ] having over 50% of market share in Europe, Latin America, and Oceania.<ref>{{Cite web|url=https://eliterate.us/academic-lms-market-share-view-across-four-global-regions/|title=Academic LMS Market Share: A view across four global regions|date=2017-06-29|website=e-Literate|language=en-US|access-date=2019-05-30}}</ref> In the U.S. higher education market as of year end 2023, the top LMSs by a number of institutions were Instructure's ] (47%), D2L's ] (19%), Anthology's ] Learn (18%), and ] (11%).<ref>{{Cite web |last=PH&A |first=On EdTech by |title=LMS Market Share |url=https://onedtech.philhillaa.com/p/state-of-lms-market-us-canada-year-end-2023 |access-date=2024-11-27 |website=On EdTech Newsletter |language=en}}</ref> Worldwide, the picture was different, with ] having over 50% of the market share in Europe, Latin America, and Oceania.<ref>{{Cite web|url=https://eliterate.us/academic-lms-market-share-view-across-four-global-regions/|title=Academic LMS Market Share: A view across four global regions|date=2017-06-29|website=e-Literate|language=en-US|access-date=2019-05-30}}</ref>


Many users of LMSs use an ] to create content, which is then hosted on an LMS. In some cases, LMSs that do utilise a standard include a primitive authoring tool for basic content manipulation. More modern systems, in particular SAAS solutions have decided to not adopt a standard and have rich course authoring tools. There are several standards for creating and integrating complex content into an LMS, including ], ], ] and Learning Tools Interoperability. However, utilising SCORM or an alternative standardised course protocol is not always required and can be restrictive when used unnecessarily<ref>{{Cite web|url=https://plume.co.uk/scorm-is-stagnant-heres-what-to-use-instead/|title=SCORM is dead – what are the alternatives to SCORM?|date=2018-08-22|website=Plume|language=en-GB|access-date=2019-02-21}}</ref>. Many users of LMSs use an ] to create content, which is then hosted on an LMS. In some cases, LMSs that do use a standard include a primitive authoring tool for basic content manipulation. More modern systems, in particular ] solutions have decided not to adopt a standard and have rich course authoring tools. There are several standards for creating and integrating complex content into an LMS, including ], ], ], and Learning Tools Interoperability. However, using SCORM or an alternative standardized course protocol is not always required and can be restrictive when used unnecessarily.<ref>{{Cite web|url=https://plume.co.uk/scorm-is-stagnant-heres-what-to-use-instead/|title=SCORM is dead – what are the alternatives to SCORM?|date=2018-08-22|website=Plume|language=en-GB|access-date=2019-02-21}}</ref>


Evaluation of LMSs is a complex task and significant research supports different forms of evaluation, including iterative processes where ] are evaluated.<ref>{{citation Evaluation of LMSs is a complex task and significant research supports different forms of evaluation, including iterative processes where students' experiences and approaches to learning are evaluated.<ref>{{citation
| last=Ellis | first= R. | last1=Ellis | first1= R.
| last2=Calvo | first2=R.A. | last2=Calvo | first2=R.A.
| year=2007 | year=2007
Line 79: Line 83:


== Advantages and disadvantages == == Advantages and disadvantages ==
Both supporters and critics of LMSs recognize the importance of developing ]; however, the controversy lies in whether or not they are practical for both teachers and students.<ref>{{Cite journal |last=Reese |first=Sasha |date=September 2015 |title=Online learning environments in higher education: Connectivism vs. dissociation |journal=Education Information Technology |volume=20 |issue=3 |pages=579–588 |doi=10.1007/s10639-013-9303-7 |s2cid=18160992}}</ref>


In one study, an LMS led to a reported higher computer ], while participants reported being less satisfied with the learning process that is achieved in the LMS.<ref>{{Cite journal |last1=Piccoli |first1=Gabriele |last2=Ahmad |first2=Rami |last3=Ives |first3=Blake |date=December 2001 |title=Web-Based Virtual Learning Environments: A Research Framework and a Preliminary Assessment of Effectiveness in Basic IT Skills Training |journal=MIS Quarterly |volume=25 |issue=4 |pages=401–426 |doi=10.2307/3250989 |jstor=3250989 |s2cid=6977479}}</ref> A study among Indian students has suggested that a negative experience with an LMS can leave "the learner with a passive, un-engaging experience, leading to incomplete learning and low performance".<ref>{{Cite web |last=Jena |first=R.K. |date=2006 |title=Investigating the interrelation between attitudes, learning readiness, and learning styles under virtual learning environment: a study among Indian students. |url=http://search.ebscohost.com.egcc.ohionet.org/login.aspx?direct=true&db=cph&AN=118585057&site=eds-live |access-date=September 30, 2018 |website=EBSCO}}</ref>
=== Advantages ===
There are six major advantages of LMS: interoperability, accessibility, reusability, durability, maintenance ability and adaptability, which in themselves constitute the concept of LMS.<ref name=":1" />


=== Advantages ===
Other advantages include:
There are six major advantages of LMS which in themselves constitute the concept of LMS.<ref name=":1" />


* Interoperability: Data standards on LMS allow information to be exchanged from one system to another
* An LMS supports content in various formats: text, video, audio, etc.
* Accessibility: The consistent layout using on LMS provides students with disabilities better opportunity to access web content.<ref>{{Cite web |title=How do learning management systems differ on accessibility? {{!}} AccessComputing |url=https://www.washington.edu/accesscomputing/how-do-learning-management-systems-differ-accessibility#:~:text=One%20accessibility%20benefit%20of%20using,presented%20using%20a%20consistent%20layout. |access-date=2022-08-25 |website=www.washington.edu}}</ref>
* One can access materials anytime, from everywhere, teachers can modify the content, and students can see the updated material.
* Reusability: Reusability refers to the LMS system's ability to be reused for educational content. A critical aspect in lowering the high expenses of developing educational experiences in e-learning settings.<ref>{{Cite book |last1=González |first1=Jorge Fontenla |last2=Rodríguez |first2=Manuel Caeiro |last3=Llamas |first3=Martín |title=2009 39th IEEE Frontiers in Education Conference |chapter=Enhancing Reusability in learning management systems through the integration of third-party tools |date=October 2009 |chapter-url=https://ieeexplore.ieee.org/document/5350672 |pages=1–6 |doi=10.1109/FIE.2009.5350672|isbn=978-1-4244-4715-2 |s2cid=5467495 }}</ref>
* The evaluation of students is easier and fair, based on student attendance and online quizzes.
* Durability: Due to the rising adoption of technology into academics, the growth of LMS market is expected to reach a ] of 17.1% by 2028.<ref>{{Cite press release |last=Reports |first=Valuates |title=Learning Management System (LMS) Market to Grow USD 40360 Million by 2028 at a CAGR of 17.1% {{!}} Valuates Reports |url=https://www.prnewswire.com/news-releases/learning-management-system-lms-market-to-grow-usd-40360-million-by-2028-at-a-cagr-of-17-1--valuates-reports-301588142.html |access-date=2022-08-25 |website=www.prnewswire.com |language=en}}</ref>
* Students and teachers can re-use the material every time they need.<ref>{{Cite journal|last=Montrieux|first=Hannelore|last2=Vanderlinde|first2=Ruben|last3=Schellens|first3=Tammy|last4=Marez|first4=Lieven De|date=2015-12-07|title=Teaching and Learning with Mobile Technology: A Qualitative Explorative Study about the Introduction of Tablet Devices in Secondary Education |journal=PLOS ONE |volume=10|issue=12|pages=e0144008|doi=10.1371/journal.pone.0144008 |pmc=4671718|pmid=26641454}}</ref>
* Maintenance ability: LMS allows developers to continually enhance their software and better adapt them to their user base.<ref>{{Cite book |last1=Malavolta |first1=Ivano |last2=Verdecchia |first2=Roberto |last3=Filipovic |first3=Bojan |last4=Bruntink |first4=Magiel |last5=Lago |first5=Patricia |title=2018 IEEE International Conference on Software Maintenance and Evolution (ICSME) |chapter=How Maintainability Issues of Android Apps Evolve |date=September 2018 |chapter-url=https://ieeexplore.ieee.org/document/8530041 |pages=334–344 |doi=10.1109/ICSME.2018.00042|hdl=1871.1/8e9af5ea-dcce-4511-97a5-15a22adab7b1 |isbn=978-1-5386-7870-1 |s2cid=53285935 |url=https://research.vu.nl/en/publications/8e9af5ea-dcce-4511-97a5-15a22adab7b1 }}</ref>
*Students can learn collaboratively by setting up ] with the LMS software and helps "'''Keeps organizations up-to-date with compliance regulations.''' If your organization must stay up-to-date with current '''compliance regulations''', then a Learning Management System can be an invaluable tool. Compliance laws chance on a regular basis, and updating a traditional course to reflect these changes can be a time-consuming chore.
* Adaptability: LMS is always improving, updating, and learning new behaviours quickly. LMS has been active since 1990s and keeps adjusting to the changing society today.<ref>{{Cite thesis |last=Santos |first=Lara Cristina de Paiva Lourenço dos Santos |date=2008 |title=Adaptability support in a learning management system |url=https://repositorio.ul.pt/handle/10451/14037|type=masterThesis }}</ref>


=== Disadvantages === === Disadvantages ===
* Teachers have to be willing to adapt their curricula from face-to-face lectures to online lectures.<ref name=":2" />
Although there are many advantages of LMS, authors have identified some disadvantages of using this system.
* There is the potential for instructors to try to directly translate existing support materials into courses which can result in very low interactivity and engagement for learners if not done well.


== COVID-19 and learning management systems ==
* Implementing LMS requires a well-built technology infrastructure. Teachers have to be willing to adapt their curricula from face to face lectures to online lectures.<ref name=":2" />&nbsp;
The suspension of in-school learning caused by the ] started a dramatic shift in the way teachers and students at all levels interact with each other and learning materials. ] estimated that as of May 25, 2020, approximately 990,324,537 learners, or  56.6% of the total enrolled students have been affected by COVID-19 related school closures.<ref>{{Cite journal|last=Toquero|first=Cathy Mae|date=2020-04-16|title=Challenges and Opportunities for Higher Education amid the COVID-19 Pandemic: The Philippine Context|url=https://www.pedagogicalresearch.com/article/challenges-and-opportunities-for-higher-education-amid-the-covid-19-pandemic-the-philippine-context-7947|journal=Pedagogical Research|language=english|volume=5|issue=4|pages=em0063|doi=10.29333/pr/7947|s2cid=218823128|issn=2468-4929|doi-access=free}}</ref> In many countries, ] through the use of Learning Management Systems became the focal point of teaching and learning. For example, statistics taken from a university’s LMS during the initial school closure period (March to June 2020) indicate that student submissions and activity nearly doubled from pre-pandemic usage levels.<ref>{{Cite journal|last1=Prat|first1=Joana|last2=Llorens|first2=Ariadna|last3=Salvador|first3=Francesc|last4=Alier|first4=Marc|last5=Amo|first5=Daniel|date=May 6, 2021|title=A Methodology to Study the University's Online Teaching Activity from Virtual Platform Indicators: The Effect of the Covid-19 Pandemic at Universitat Politècnica de Catalunya|journal=Sustainability|volume=13|issue=9|pages=5177|doi=10.3390/su13095177|doi-access=free}}</ref>
* Some organizations don't have the appropriate infrastructure to develop LMS, so it may be difficult for them to operate in this environment and adopt their curricula.<ref>{{Cite web|url=http://psycnet.apa.org/record/2014-13247-012|title=PsycNET|website=psycnet.apa.org|language=en|access-date=2018-04-26}}</ref>

* Some current research suggests that online teaching leads to an increase in teacher workload.<ref>{{Cite web|url=https://www.google.com/search?q=Teacher+workload:+using+ICT+to+release+time+to+teach&oe=UTF-8|title=Teacher workload: using ICT to release time to teach - Google Search|website=www.google.com|language=en|access-date=2018-04-26}}</ref>
Student satisfaction with LMS usage during this period is closely tied to the information quality contained within LMS modules and maintaining student ].<ref>{{Cite journal|last1=Alzahrani|first1=Latifa|last2=Seth|first2=Kavita Panwar|date=2021-11-01|title=Factors influencing students' satisfaction with continuous use of learning management systems during the COVID-19 pandemic: An empirical study|url=https://doi.org/10.1007/s10639-021-10492-5|journal=Education and Information Technologies|language=en|volume=26|issue=6|pages=6787–6805|doi=10.1007/s10639-021-10492-5|issn=1573-7608|pmc=8023780|pmid=33841029}}</ref> From the teacher perspective, a study of ] teachers in ] reported high levels of acceptance for LMS technology, however, training support and developing methods for maintaining student engagement are key to long-term success.<ref>{{Cite journal|last1=Dindar|first1=Muhterem|last2=Suorsa|first2=Anna|last3=Hermes|first3=Jan|last4=Karppinen|first4=Pasi|last5=Näykki|first5=Piia|title=Comparing technology acceptance of K-12 teachers with and without prior experience of learning management systems: A Covid-19 pandemic study|journal=Journal of Computer Assisted Learning|year=2021|volume=37|issue=6|pages=1553–1565|language=en|doi=10.1111/jcal.12552|issn=1365-2729|pmc=8447015|pmid=34548732}}</ref> In developing nations, the transition to LMS usage faced many challenges, which included a lower number of colleges and universities using LMSs before the pandemic, technological infrastructure limitations, and negative attitudes toward technology amongst users.<ref>{{Cite journal|last1=Cavus|first1=Nadire|last2=Mohammed|first2=Yakubu|last3=Yakubu|first3=Mohammed Nasiru|date=May 6, 2021|title=Determinants of Learning Management Systems during COVID-19 Pandemic for Sustainable Education|journal=Sustainability|volume=13|issue=9|pages=5189|doi=10.3390/su13095189|doi-access=free}}</ref>


== See also == == See also ==
*] * {{annotated link|8 learning management questions}}
* ] * {{annotated link|Competency management system}}
* ] * {{annotated link|Content creation}}
* ] (e-learning) * {{annotated link|Educational technology}} (e-learning)
* ] * {{annotated link|Intelligent tutoring system}}
* ] – Learning Activity Management System * {{annotated link|LAMS}} – Learning Activity Management System
* ]s * {{annotated link|Learning object}}s
* ] * {{annotated link|Learning Record Store|Learning Record Store (LRS)}}
* ] * {{annotated link|List of learning management systems}}
* ] * ]
* {{annotated link|Student information system}}
* ]


==References== ==References==
{{reflist|30em}} {{Reflist|30em}}


== Bibliography == == Bibliography ==
* {{citation * {{citation
| last=Levensaler | first=Leighann | last1=Levensaler | first1=Leighann
| last2=Laurano| first2=Madeline | last2=Laurano| first2=Madeline
| year=2009 | year=2009
Line 126: Line 134:
== Further reading == == Further reading ==
* Connolly, P. J. (2001). A standard for success. InfoWorld, 23(42), 57-58. EDUCAUSE Evolving Technologies Committee (2003). Course Management Systems (CMS). Retrieved 25 April 2005, from http://www.educause.edu/ir/library/pdf/DEC0302.pdf * Connolly, P. J. (2001). A standard for success. InfoWorld, 23(42), 57-58. EDUCAUSE Evolving Technologies Committee (2003). Course Management Systems (CMS). Retrieved 25 April 2005, from http://www.educause.edu/ir/library/pdf/DEC0302.pdf
* {{Cite journal |last=Cook |first=David |date=2007 |title=Web-based learning: pros, cons and controversies |url=https://www.tau.ac.il/medicine/cme/pituach/240210/4.pdf |journal=Clinical Medicine |volume=7 |issue=1 |pages=37–42 |doi=10.7861/clinmedicine.7-1-37 |pmc=4953546 |pmid=17348573 |access-date=September 24, 2018}}
* A field guide to learning management systems. (2005). Retrieved 12 November 2006, from http://www.learningcircuits.org/NR/rdonlyres/BFEC9F41-66C2-42EFBE9D-E4FA0D3CE1CE/7304/LMS_fieldguide1.pdf
* {{cite journal |last1=Demian |first1=Peter |last2=Morrice |first2=James |date=15 December 2015 |title=The Use of Virtual Learning Environments and Their Impact on Academic Performance |journal=Engineering Education |volume=7 |pages=11–19 |doi=10.11120/ened.2012.07010011 |ref=none |doi-access=free|url=https://figshare.com/articles/journal_contribution/The_use_of_virtual_learning_environments_and_their_impact_on_academic_performance/9444965/1/files/17066882.pdf }}
* A field guide to learning management systems. (2005). Retrieved 12 November 2006, from http://www.learningcircuits.org/NR/rdonlyres/BFEC9F41-66C2-42EFBE9D-E4FA0D3CE1CE/7304/LMS_fieldguide1.pdf{{Dead link|date=May 2022 |bot=InternetArchiveBot |fix-attempted=yes }}
* Gibbons, A. S., Nelson, J. M., & Richards, R. (2002). The nature and origin of instructional objects. In D. A. Wiley (Ed.), The instructional use of learning objects: Online version. Retrieved 5 April 2005, from http://reusability.org/read/chapters/gibbons.doc * Gibbons, A. S., Nelson, J. M., & Richards, R. (2002). The nature and origin of instructional objects. In D. A. Wiley (Ed.), The instructional use of learning objects: Online version. Retrieved 5 April 2005, from http://reusability.org/read/chapters/gibbons.doc
* Gilhooly, K. (2001). Making e-learning effective. Computerworld, 35(29), 52-53. * Gilhooly, K. (2001). Making e-learning effective. Computerworld, 35(29), 52-53.
* Hodgins, H. W. (2002). The future of learning objects. In D. A. Wiley (Ed.), The instructional use of learning objects: Online version. Retrieved 13 March 2005, from http://reusability.org/read/chapters/hodgins.doc * Hodgins, H. W. (2002). The future of learning objects. In D. A. Wiley (Ed.), The instructional use of learning objects: Online version. Retrieved 13 March 2005, from http://reusability.org/read/chapters/hodgins.doc
* {{cite book |last1=Popat |first1=Kris |title=Virtually There: Learning Platforms |publisher=Yorkshire and Humber Grid for Learning |year=2007 |isbn=9780955600609 |location=Scunthorpe |ref=none}}
* {{cite book |last=Weller |first=M. |title=Virtual Learning Environments: Using, choosing and developing your VLE |publisher=Routledge |year=2007 |isbn=9780415414319 |place=London |ref=none}}
* Wiley, D. (2002). Connecting learning objects to instructional design theory: A definition, a metaphor, and a taxonomy. In D. A. Wiley (Ed.), The instructional use of learning objects: Online version. Retrieved 13 March 2005, from http://reusability.org/read/chapters/wiley.doc * Wiley, D. (2002). Connecting learning objects to instructional design theory: A definition, a metaphor, and a taxonomy. In D. A. Wiley (Ed.), The instructional use of learning objects: Online version. Retrieved 13 March 2005, from http://reusability.org/read/chapters/wiley.doc


<!--== External links == <!--== External links ==
PLEASE NOTE: Links that promote a website, product, or service will be removed. This is not one person's decision, but the consensus of various editors in order to deal with excessive linkspamming actions. Please discuss your link on the talk page of this article. --> PLEASE NOTE: Links that promote a website, product, or service will be removed. This is not one person's decision, but the consensus of various editors in order to deal with excessive linkspamming actions. Please discuss your link on the talk page of this article. -->

{{Authority control}}


{{DEFAULTSORT:Learning management system}} {{DEFAULTSORT:Learning management system}}
Line 139: Line 153:
] ]
] ]
]

Latest revision as of 03:08, 4 December 2024

Educational software application

A learning management system (LMS) or virtual learning environment (VLE) is a software application for the administration, documentation, tracking, reporting, automation, and delivery of educational courses, training programs, materials or learning and development programs. The learning management system concept emerged directly from e-Learning. Learning management systems make up the largest segment of the learning system market. The first introduction of the LMS was in the late 1990s. LMSs have been adopted by almost all higher education institutions in the English-speaking world. Learning management systems have faced a massive growth in usage due to the emphasis on remote learning during the COVID-19 pandemic.

Learning management systems were designed to identify training and learning gaps, using analytical data and reporting. LMSs are focused on online learning delivery but support a range of uses, acting as a platform for online content, including courses, both asynchronous based and synchronous based. In the higher education space, an LMS may offer classroom management for instructor-led training or a flipped classroom. Modern LMSs include intelligent algorithms to make automated recommendations for courses based on a user's skill profile as well as extract metadata from learning materials to make such recommendations even more accurate.

Characteristics

Purpose

An LMS delivers and manages all types of content, including videos, courses, workshops, and documents. In the education and higher education markets, an LMS will include a variety of functionality that is similar to corporate but will have features such as rubrics, teacher and instructor-facilitated learning, a discussion board, and often the use of a syllabus. A syllabus is rarely a feature in the corporate LMS, although courses may start with a heading-level index to give learners an overview of topics covered.

History

There are several historical phases of distance education that preceded the development of the LMS.

Correspondence teaching

The first known document of correspondence teaching dates back to 1723, through the advertisement in the Boston Gazette of Caleb Phillips, professor of shorthand, offering teaching materials and tutorials. The first testimony of a bi-directional communication organized correspondence course comes from England, in 1840, when Isaac Pitman initiated a shorthand course, wherein he sent a passage of the Bible to students, who would send it back in full transcription. The success of the course resulted in the foundation of the phonographic correspondence society in 1843. The pioneering milestone in distance language teaching was in 1856 by Charles Toussaint and Gustav Langenscheidt, who began the first European institution of distance learning. This is the first known instance of the use of materials for independent language study.

Multimedia teaching: The emergence and development of the distance learning idea

The concept of e-learning began developing in the early 20th century, marked by the appearance of audio-video communication systems used for remote teaching. In 1909, E.M. Forster published his story 'The Machine Stops' and explained the benefits of using audio communication to deliver lectures to remote audiences.

In 1924, Sidney L. Pressey developed the first teaching machine which offered multiple types of practical exercises and question formats. Nine years later, University of Alberta's Professor M.E. Zerte transformed this machine into a problem cylinder able to compare problems and solutions.

This, in a sense, was "multimedia", because it made use of several media formats to reach students and provide instruction. Later, printed materials would be joined by telephone, radio broadcasts, TV broadcasts, audio, and videotapes.

The earliest networked learning system was the Plato Learning Management system (PLM) developed in the 1970s by Control Data Corporation.

Telematic teaching

In the 1980s, modern telecommunications started to be used in education. Computers became prominent in the daily use of higher education institutions, as well as instruments to student learning. Computer-aided teaching aimed to integrate technical and educational means. The trend then shifted to video communication, as a result of which Houston University decided to hold telecast classes to their students for approximately 13–15 hours a week. The classes took place in 1953, while in 1956, Robin McKinnon Wood and Gordon Pask released the first adaptive teaching system for corporate environments SAKI. The idea of automating teaching operations also inspired the University of Illinois experts to develop their Programmed Logic for Automated Teaching Operations (PLATO) which enabled users to exchange content regardless of their location. In the period between 1970 and 1980, educational venues were rapidly considering the idea of computerizing courses, including the Western Behavioral Sciences Institute from California which introduced the first accredited online-taught degree.

Teaching through the internet: The appearance of the first LMS

The history of the application of computers to education is filled with broadly descriptive terms such as computer-managed instruction (CMI), and integrated learning systems (ILS), computer-based instruction (CBI), computer-assisted instruction (CAI), and computer-assisted learning (CAL). These terms describe drill-and-practice programs, more sophisticated tutorials, and more individualized instruction, respectively. The term is currently used to describe a number of different educational computer applications. FirstClass by SoftArc, used by the United Kingdom's Open University in the 1990s and 2000s to deliver online learning across Europe, was one of the earliest internet-based LMSs.

The first fully-featured Learning Management System (LMS) was called EKKO, developed and released by Norway's NKI Distance Education Network in 1991. Three years later, New Brunswick's NB Learning Network presented a similar system designed for DOS-based teaching, and devoted exclusively to business learners.

Technical aspects

An LMS can be either hosted locally or by a vendor. A vendor-hosted cloud system tends to follow a SaaS (software as a service) model. All data in a vendor-hosted system is housed by the supplier and accessed by users through the internet, on a computer or mobile device. Vendor-hosted systems are typically easier to use and require less technical expertise. An LMS that is locally hosted sees all data pertaining to the LMS hosted internally on the users′ internal servers. Locally hosted LMS software will often be open-source, meaning users will acquire (either through payment or free of charge) the LMS software and its code. With this, the user is able to modify and maintain the software through an internal team. Individuals and smaller organizations tend to stick with cloud-based systems due to the cost of internal hosting and maintenance.

There are a variety of integration strategies for embedding content into LMSs, including AICC, xAPI (also called 'Tin Can'), SCORM (Sharable Content Object Reference Model) and LTI (Learning Tools Interoperability).

Through an LMS, teachers may create and integrate course materials, articulate learning goals, align content and assessments, track studying progress, and create customized tests for students. An LMS allows the communication of learning objectives, and organize learning timelines. An LMS perk is that it delivers learning content and tools straight to learners, and assessment can be automated. It can also reach marginalized groups through special settings. Such systems have built-in customizable features including assessment and tracking. Thus, learners can see in real time their progress and instructors can monitor and communicate the effectiveness of learning. One of the most important features of LMS is trying to create a streamline communication between learners and instructors. Such systems, besides facilitating online learning, tracking learning progress, providing digital learning tools, managing communication, and maybe selling content, may be used to provide different communication features.

Features

Managing courses, users and roles

Learning management systems may be used to create professionally structured course content. The teacher can add text, images, videos, pdfs, tables, links and text formatting, interactive tests, slideshows, etc. Moreover, they can create different types of users, such as teachers, students, parents, visitors and editors (hierarchies). It helps control which content students can access, track studying progress and engage students with contact tools. Teachers can manage courses and modules, enroll students or set up self-enrollment.

Online assessment

An LMS can enable instructors to create automated assessments and assignments for learners, which are accessible and submitted online. Most platforms allow a variety of different question types such as: one/multi-line answer; multiple choice answer; ordering; free text; matching; essay; true or false/yes or no; fill in the gaps; agreement scale and offline tasks.

User feedback

Students' exchange of feedback both with teachers and their peers is possible through LMS. Teachers may create discussion groups to allow students feedback, share their knowledge on topics and increase the interaction in course. Students' feedback is an instrument which help teachers to improve their work, helps identify what to add or remove from a course, and ensures students feel comfortable and included.

Synchronous and asynchronous learning

Students can either learn asynchronously (on demand, self-paced) through course content such as pre-recorded videos, PDF, SCORM (Sharable Content Object Reference Model), discussion forums or they can undertake synchronous learning utilizing video conference communication, live discussions and chats.

Learning analytics

Learning management systems will often incorporate dashboards to track student or user progress. They can then report on key items such as completion rates, attendance data and success likelihood. Utilising these metrics can help facilitators better understand gaps in user knowledge.

Learning management industry

This section needs to be updated. Please help update this article to reflect recent events or newly available information. (August 2021)

In the relatively new LMS market, commercial providers for corporate applications and education range from new entrants to those that entered the market in 1990. In addition to commercial packages, many open-source solutions are available.

In the U.S. higher education market as of year end 2023, the top LMSs by a number of institutions were Instructure's Canvas (47%), D2L's Brightspace (19%), Anthology's Blackboard Learn (18%), and Moodle (11%). Worldwide, the picture was different, with Moodle having over 50% of the market share in Europe, Latin America, and Oceania.

Many users of LMSs use an authoring tool to create content, which is then hosted on an LMS. In some cases, LMSs that do use a standard include a primitive authoring tool for basic content manipulation. More modern systems, in particular SaaS solutions have decided not to adopt a standard and have rich course authoring tools. There are several standards for creating and integrating complex content into an LMS, including AICC, SCORM, xAPI, and Learning Tools Interoperability. However, using SCORM or an alternative standardized course protocol is not always required and can be restrictive when used unnecessarily.

Evaluation of LMSs is a complex task and significant research supports different forms of evaluation, including iterative processes where students' experiences and approaches to learning are evaluated.

Advantages and disadvantages

Both supporters and critics of LMSs recognize the importance of developing 21st century skills; however, the controversy lies in whether or not they are practical for both teachers and students.

In one study, an LMS led to a reported higher computer self-efficacy, while participants reported being less satisfied with the learning process that is achieved in the LMS. A study among Indian students has suggested that a negative experience with an LMS can leave "the learner with a passive, un-engaging experience, leading to incomplete learning and low performance".

Advantages

There are six major advantages of LMS which in themselves constitute the concept of LMS.

  • Interoperability: Data standards on LMS allow information to be exchanged from one system to another
  • Accessibility: The consistent layout using on LMS provides students with disabilities better opportunity to access web content.
  • Reusability: Reusability refers to the LMS system's ability to be reused for educational content. A critical aspect in lowering the high expenses of developing educational experiences in e-learning settings.
  • Durability: Due to the rising adoption of technology into academics, the growth of LMS market is expected to reach a CAGR of 17.1% by 2028.
  • Maintenance ability: LMS allows developers to continually enhance their software and better adapt them to their user base.
  • Adaptability: LMS is always improving, updating, and learning new behaviours quickly. LMS has been active since 1990s and keeps adjusting to the changing society today.

Disadvantages

  • Teachers have to be willing to adapt their curricula from face-to-face lectures to online lectures.
  • There is the potential for instructors to try to directly translate existing support materials into courses which can result in very low interactivity and engagement for learners if not done well.

COVID-19 and learning management systems

The suspension of in-school learning caused by the COVID-19 pandemic started a dramatic shift in the way teachers and students at all levels interact with each other and learning materials. UNESCO estimated that as of May 25, 2020, approximately 990,324,537 learners, or  56.6% of the total enrolled students have been affected by COVID-19 related school closures. In many countries, online education through the use of Learning Management Systems became the focal point of teaching and learning. For example, statistics taken from a university’s LMS during the initial school closure period (March to June 2020) indicate that student submissions and activity nearly doubled from pre-pandemic usage levels.

Student satisfaction with LMS usage during this period is closely tied to the information quality contained within LMS modules and maintaining student self-efficacy. From the teacher perspective, a study of K-12 teachers in Finland reported high levels of acceptance for LMS technology, however, training support and developing methods for maintaining student engagement are key to long-term success. In developing nations, the transition to LMS usage faced many challenges, which included a lower number of colleges and universities using LMSs before the pandemic, technological infrastructure limitations, and negative attitudes toward technology amongst users.

See also

References

  1. Ellis, Ryann K. (2024), Field Guide to Learning Management, Quora, archived from the original on 24 August 2014, retrieved 5 July 2012
  2. ^ Davis, B., Carmean, C., & Wagner, E. (2009). "The Evolution of the LMS : From Management to Learning". The ELearning Guild Research. 24.{{cite journal}}: CS1 maint: multiple names: authors list (link)
  3. "LMS Data – The First Year Update". Edutechnica. 23 September 2014. Retrieved 1 February 2015.
  4. Raza SA, Qazi W, Khan KA, Salam J (April 2021). "Social Isolation and Acceptance of the Learning Management System (LMS) in the time of COVID-19 Pandemic: An Expansion of the UTAUT Model". Journal of Educational Computing Research. 59 (2): 183–208. doi:10.1177/0735633120960421. ISSN 0735-6331. PMC 7509242.
  5. Phillipo, John (27 June 2018). "LMS: The Missing Link and Great Enabler". NanoPDF. Retrieved 10 May 2022.
  6. Aldahwan, Nouf; Alsaeed, Nourah I. (August 2020). "Use of Artificial Intelligent in Learning Management System (LMS): A Systematic Literature Review". International Journal of Computer Applications. 175 (August 2020): 16–26. doi:10.5120/ijca2020920611. S2CID 225363292 – via researchgate.net.
  7. "A Brief History of Online Education". bear.warrington.ufl.edu. Archived from the original on 13 February 2019. Retrieved 26 April 2018.
  8. "History of Distance Learning". www.godistancelearning.com. Archived from the original on 16 February 2019. Retrieved 26 April 2018.
  9. Hubackova, Sarka (June 2015). "History and Perspectives of Elearning". Procedia - Social and Behavioral Sciences. 191: 1187–1190. doi:10.1016/j.sbspro.2015.04.594.
  10. E.M. Forster, "THE MACHINE STOPS" Archived 15 May 2014 at the Wayback Machine, archive.ncsa.illinois.edu.
  11. Solomon Arulraj DAVID, "A Critical Understanding of Learning Management System", academia.edu.
  12. "Interactions: Selection and Use of Media for Open and Distance Learning".
  13. ^ Solomon Arulraj DAVID, " Teaching Machines", teachingmachin.es.
  14. Parr, Judy M.; Fung, Irene (3 October 2006). "A Review of the Literature on Computer-Assisted Learning, particularly Integrated Learning Systems, and Outcomes with Respect to Literacy and Numeracy". New Zealand Ministry of Education. Archived from the original on 9 March 2007. Retrieved 13 February 2013.
  15. Watson, William R. (2007). "An Argument for Clarity: What are Learning Management Systems, What are They Not, and What Should They Become?" (PDF). TechTrends. 51 (2): 28–34. doi:10.1007/s11528-007-0023-y. S2CID 17043075. Retrieved 13 February 2013.
  16. "History and Trends of Learning Management System (Infographic)". Oxagile. 12 April 2016.
  17. Ashok Sharma (4 May 2015). "The History of Distance Learning and the LMS". ELH Online Learning Made Simple.
  18. "The NKI Internet College: A review of 15 years delivery of 10,000 online courses", irrodl.org,.
  19. Peter, Berking (2016). "Choosing an LMS" (PDF). Archived from the original (PDF) on 9 July 2021. Retrieved 30 June 2021.
  20. Lin, Sandi (16 November 2015). "SaaS Learning Management System: Is your LMS Truly SaaS? - eLearning Industry". eLearning Industry. Retrieved 4 February 2017.
  21. "Standard support LMS". Retrieved 4 February 2022.
  22. ^ Long, Phillip D. (2004). "Learning Management Systems (LMS)". Encyclopedia of Distributed Learning. Thousand Oaks: SAGE Publications, Inc. pp. 291–293. doi:10.4135/9781412950596.n99. ISBN 9780761924517.
  23. Wang, Qiyun; Woo, Huay Lit; Quek, Choon Lang; Yang, Yuqin; Liu, Mei (9 June 2011). "Using the Facebook group as a learning management system: An exploratory study". British Journal of Educational Technology. 43 (3): 428–438. doi:10.1111/j.1467-8535.2011.01195.x. ISSN 0007-1013.
  24. Chaiprasurt, Chantorn; Esichaikul, Vatcharaporn (5 July 2013). "Enhancing motivation in online courses with mobile communication tool support: A comparative study". The International Review of Research in Open and Distance Learning. 14 (3): 377–401. doi:10.19173/irrodl.v14i3.1416. ISSN 1492-3831.
  25. ^ Schoonenboom, Judith (February 2014). "Using an adapted, task-level technology acceptance model to explain why instructors in higher education intend to use some learning management system tools more than others". Computers & Education. 71: 247–256. doi:10.1016/j.compedu.2013.09.016. ISSN 0360-1315.
  26. Bradley, Vaughn Malcolm (2021). "Learning Management System (LMS) Use with Online Instruction". International Journal of Technology in Education. 4 (1): 68–92. doi:10.46328/ijte.36. ISSN 2689-2758.
  27. Jones, Kyle M. L. (2 July 2019). "Learning analytics and higher education: a proposed model for establishing informed consent mechanisms to promote student privacy and autonomy". International Journal of Educational Technology in Higher Education. 16 (1): 24. doi:10.1186/s41239-019-0155-0. hdl:1805/21571. ISSN 2365-9440. S2CID 195766461.
  28. PH&A, On EdTech by. "LMS Market Share". On EdTech Newsletter. Retrieved 27 November 2024.
  29. "Academic LMS Market Share: A view across four global regions". e-Literate. 29 June 2017. Retrieved 30 May 2019.
  30. "SCORM is dead – what are the alternatives to SCORM?". Plume. 22 August 2018. Retrieved 21 February 2019.
  31. Ellis, R.; Calvo, R.A. (2007), "Minimum indicators to quality assure blended learning supported by learning management systems" (PDF), Journal of Educational Technology and Society
  32. Reese, Sasha (September 2015). "Online learning environments in higher education: Connectivism vs. dissociation". Education Information Technology. 20 (3): 579–588. doi:10.1007/s10639-013-9303-7. S2CID 18160992.
  33. Piccoli, Gabriele; Ahmad, Rami; Ives, Blake (December 2001). "Web-Based Virtual Learning Environments: A Research Framework and a Preliminary Assessment of Effectiveness in Basic IT Skills Training". MIS Quarterly. 25 (4): 401–426. doi:10.2307/3250989. JSTOR 3250989. S2CID 6977479.
  34. Jena, R.K. (2006). "Investigating the interrelation between attitudes, learning readiness, and learning styles under virtual learning environment: a study among Indian students". EBSCO. Retrieved 30 September 2018.
  35. "How do learning management systems differ on accessibility? | AccessComputing". www.washington.edu. Retrieved 25 August 2022.
  36. González, Jorge Fontenla; Rodríguez, Manuel Caeiro; Llamas, Martín (October 2009). "Enhancing Reusability in learning management systems through the integration of third-party tools". 2009 39th IEEE Frontiers in Education Conference. pp. 1–6. doi:10.1109/FIE.2009.5350672. ISBN 978-1-4244-4715-2. S2CID 5467495.
  37. Reports, Valuates. "Learning Management System (LMS) Market to Grow USD 40360 Million by 2028 at a CAGR of 17.1% | Valuates Reports". www.prnewswire.com (Press release). Retrieved 25 August 2022.
  38. Malavolta, Ivano; Verdecchia, Roberto; Filipovic, Bojan; Bruntink, Magiel; Lago, Patricia (September 2018). "How Maintainability Issues of Android Apps Evolve". 2018 IEEE International Conference on Software Maintenance and Evolution (ICSME). pp. 334–344. doi:10.1109/ICSME.2018.00042. hdl:1871.1/8e9af5ea-dcce-4511-97a5-15a22adab7b1. ISBN 978-1-5386-7870-1. S2CID 53285935.
  39. Santos, Lara Cristina de Paiva Lourenço dos Santos (2008). Adaptability support in a learning management system (masterThesis).
  40. Toquero, Cathy Mae (16 April 2020). "Challenges and Opportunities for Higher Education amid the COVID-19 Pandemic: The Philippine Context". Pedagogical Research. 5 (4): em0063. doi:10.29333/pr/7947. ISSN 2468-4929. S2CID 218823128.
  41. Prat, Joana; Llorens, Ariadna; Salvador, Francesc; Alier, Marc; Amo, Daniel (6 May 2021). "A Methodology to Study the University's Online Teaching Activity from Virtual Platform Indicators: The Effect of the Covid-19 Pandemic at Universitat Politècnica de Catalunya". Sustainability. 13 (9): 5177. doi:10.3390/su13095177.
  42. Alzahrani, Latifa; Seth, Kavita Panwar (1 November 2021). "Factors influencing students' satisfaction with continuous use of learning management systems during the COVID-19 pandemic: An empirical study". Education and Information Technologies. 26 (6): 6787–6805. doi:10.1007/s10639-021-10492-5. ISSN 1573-7608. PMC 8023780. PMID 33841029.
  43. Dindar, Muhterem; Suorsa, Anna; Hermes, Jan; Karppinen, Pasi; Näykki, Piia (2021). "Comparing technology acceptance of K-12 teachers with and without prior experience of learning management systems: A Covid-19 pandemic study". Journal of Computer Assisted Learning. 37 (6): 1553–1565. doi:10.1111/jcal.12552. ISSN 1365-2729. PMC 8447015. PMID 34548732.
  44. Cavus, Nadire; Mohammed, Yakubu; Yakubu, Mohammed Nasiru (6 May 2021). "Determinants of Learning Management Systems during COVID-19 Pandemic for Sustainable Education". Sustainability. 13 (9): 5189. doi:10.3390/su13095189.

Bibliography

Further reading


Categories: