Development of Learning Analytics Dashboard based on Moodle Learning Management System

Digitalization catalyzes drastic changes to a particular subject or area. Digitalization is an operational structure transformation process, such as in the educational domain. Digitalization in the academic field has brought the classroom to the users' fingertips with the prevalence of e-learni...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of advanced computer science & applications Vol. 12; no. 7
Main Authors Xin, Ong Kiat, Singh, Dalbir
Format Journal Article
LanguageEnglish
Published West Yorkshire Science and Information (SAI) Organization Limited 2021
Subjects
Online AccessGet full text
ISSN2158-107X
2156-5570
DOI10.14569/IJACSA.2021.0120793

Cover

Abstract Digitalization catalyzes drastic changes to a particular subject or area. Digitalization is an operational structure transformation process, such as in the educational domain. Digitalization in the academic field has brought the classroom to the users' fingertips with the prevalence of e-learning applications, learning management systems, etc. However, with the increasing number of digital learning platform users, educators find it hard to monitor their students' progress. Analytics that analyze data generated from the usage pattern of the users contribute to giving the educators an insight regarding the performance of their students. With that, they can apply early intervention and modification of their delivery method to suit the students' needs and, at the same time, increase the quality of the content. This study illustrates the development of a learning analytics dashboard that can improve learning outcomes for educators and students.
AbstractList Digitalization catalyzes drastic changes to a particular subject or area. Digitalization is an operational structure transformation process, such as in the educational domain. Digitalization in the academic field has brought the classroom to the users' fingertips with the prevalence of e-learning applications, learning management systems, etc. However, with the increasing number of digital learning platform users, educators find it hard to monitor their students' progress. Analytics that analyze data generated from the usage pattern of the users contribute to giving the educators an insight regarding the performance of their students. With that, they can apply early intervention and modification of their delivery method to suit the students' needs and, at the same time, increase the quality of the content. This study illustrates the development of a learning analytics dashboard that can improve learning outcomes for educators and students.
Author Singh, Dalbir
Xin, Ong Kiat
Author_xml – sequence: 1
  givenname: Ong Kiat
  surname: Xin
  fullname: Xin, Ong Kiat
– sequence: 2
  givenname: Dalbir
  surname: Singh
  fullname: Singh, Dalbir
BookMark eNp9kE1LAzEQhoNUsNb-Aw8LnrfmY5NNvJXWj0rFQ1W8LdnNbN2yTWqSCv33rm1B8OAcZgbmfV-G5xz1rLOA0CXBI5Jxoa5nj-PJYjyimJIRJhTnip2gPiVcpJznuLffZUpw_n6GhiGscFdMUSFZH71N4Qtat1mDjYmrkzlobxu7TMZWt7vYVCGZ6vBROu1NUuoAJnE2eXLOtPArftJWL2GfsdiFCOsLdFrrNsDwOAfo9e72ZfKQzp_vZ5PxPK0Y5TFlQkpVa0yAGwlcsIzVVNSm4oblmjAJRGpDcC3y7qRKoktDVKk4LWXXgA3Q1SF3493nFkIsVm7ru9dDQQXnhDCeqU51c1BV3oXgoS6qJurYOBu9btqC4GKPsjigLH5QFkeUnTn7Y974Zq397n_bNx9IeLA
CitedBy_id crossref_primary_10_7717_peerj_cs_1655
crossref_primary_10_32517_0234_0453_2023_38_6_59_67
crossref_primary_10_46480_esj_8_2_203
ContentType Journal Article
Copyright 2021. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2021. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
3V.
7XB
8FE
8FG
8FK
8G5
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
COVID
DWQXO
GNUQQ
GUQSH
HCIFZ
JQ2
K7-
M2O
MBDVC
P5Z
P62
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
Q9U
DOI 10.14569/IJACSA.2021.0120793
DatabaseName CrossRef
ProQuest Central (Corporate)
ProQuest Central (purchase pre-March 2016)
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Research Library
ProQuest Central (Alumni)
ProQuest Central
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest One Community College
Coronavirus Research Database
ProQuest Central
ProQuest Central Student
ProQuest Research Library
SciTech Premium Collection
ProQuest Computer Science Collection
Computer Science Database
ProQuest Research library
Research Library (Corporate)
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
DatabaseTitle CrossRef
Publicly Available Content Database
Research Library Prep
Computer Science Database
ProQuest Central Student
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Research Library (Alumni Edition)
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Central Korea
ProQuest Research Library
ProQuest Central (New)
Advanced Technologies & Aerospace Collection
ProQuest Central Basic
ProQuest One Academic Eastern Edition
Coronavirus Research Database
ProQuest Technology Collection
ProQuest SciTech Collection
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
DatabaseTitleList Publicly Available Content Database
Database_xml – sequence: 1
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
EISSN 2156-5570
ExternalDocumentID 10_14569_IJACSA_2021_0120793
GroupedDBID .DC
5VS
8G5
AAYXX
ABUWG
ADMLS
AFKRA
ALMA_UNASSIGNED_HOLDINGS
ARAPS
AZQEC
BENPR
BGLVJ
CCPQU
CITATION
DWQXO
EBS
EJD
GNUQQ
GUQSH
HCIFZ
K7-
KQ8
M2O
OK1
PHGZM
PHGZT
PIMPY
RNS
3V.
7XB
8FE
8FG
8FK
COVID
JQ2
MBDVC
P62
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
Q9U
ID FETCH-LOGICAL-c325t-36889fa01e5d8e56343f26fdc5d37a138e18ad10f673439b1abd19b952b8952e3
IEDL.DBID BENPR
ISSN 2158-107X
IngestDate Fri Jul 25 07:06:22 EDT 2025
Thu Apr 24 22:52:26 EDT 2025
Tue Jul 01 01:10:04 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed false
IsScholarly true
Issue 7
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c325t-36889fa01e5d8e56343f26fdc5d37a138e18ad10f673439b1abd19b952b8952e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://www.proquest.com/docview/2655113549?pq-origsite=%requestingapplication%
PQID 2655113549
PQPubID 5444811
ParticipantIDs proquest_journals_2655113549
crossref_citationtrail_10_14569_IJACSA_2021_0120793
crossref_primary_10_14569_IJACSA_2021_0120793
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-00-00
PublicationDateYYYYMMDD 2021-01-01
PublicationDate_xml – year: 2021
  text: 2021-00-00
PublicationDecade 2020
PublicationPlace West Yorkshire
PublicationPlace_xml – name: West Yorkshire
PublicationTitle International journal of advanced computer science & applications
PublicationYear 2021
Publisher Science and Information (SAI) Organization Limited
Publisher_xml – name: Science and Information (SAI) Organization Limited
SSID ssj0000392683
Score 2.186912
Snippet Digitalization catalyzes drastic changes to a particular subject or area. Digitalization is an operational structure transformation process, such as in the...
SourceID proquest
crossref
SourceType Aggregation Database
Enrichment Source
Index Database
SubjectTerms Dashboards
Digitization
Distance learning
Learning analytics
Mathematical analysis
Students
Teachers
Title Development of Learning Analytics Dashboard based on Moodle Learning Management System
URI https://www.proquest.com/docview/2655113549
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1NU8IwEM0IXLz47Ygik4PXSNKQNjk5iCAyA-OoONw6TZPogWlR8P-btKnIRS-9bNrDZvM2u919C8BVlEgmU2VQqkOMupwpJCTHSBlMZFdIzaXrd55Mw9GsO56zuU-4rXxZZYWJBVCrPHU58k4QWt9OqA1nbpYfyE2Ncn9X_QiNGmhYCObWzhu3g-nj00-WBVv3HxZcnNa1OR7TaO775-zFQXQexr3-c89GiQG5dl2kkaDb_mkbngufMzwAe_6yCHvl7h6CHZ0dgf1qEAP05_IYvP4q_YG5gZ409Q0WlCOOiBneJat3mVtzgM5vKZhncJLnaqE3izeVMLDkMT8Bs-HgpT9CfmACSmnA1oiGnAuTYKKZ4pqFtEtNEBqVMkWjhFCuCU8UwSaMrEhIkkhFhBQskNw-ND0F9SzP9BmALKEWf7DB2oYsJhHcmEBGNLXQbiVENAGt1BSnnk3cDbVYxC6qcMqNS-XGTrmxV24ToJ-3liWbxj_rW9UOxP5sreKNJZz_Lb4Au-5jZcKkBerrzy99aa8Qa9kGNT68b3tr-QZHYcOK
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV07c9swDMa5ztAuSfPo1U3acEhG1qIoSuSQ6_mSOnYSZ8njvKmiSDaDz3Jr93L5U_mNBfWwk6WdvGgBxQGE8AEU8AHgKMm00LlxNLdxQCMpDFVaBtS4gOlIaSu173ceXceDu-hiLMYteG56YXxZZeMTS0dtitzfkXfDGLGdcUxnvs1-UT81yv9dbUZoVGZxaZ8eMWWbnwzP8HyPw7D__fZ0QOupAjTnoVhQHkupXBYwK4y0IuYRd2HsTC4MTzLGpWUyMyxwcYIipVmmDVNaiVBLfFiO-76BjYhz5UdFyP758k4nwGAjLpk_EUg9a2oyrrv1MExR3eFF7_SmhzlpyL76ntVE8ddo-BoMSoTrv4fNOjQlvcqWtqFlpzuw1Yx9ILUX2IX7F4VGpHCkpmj9SUqCE0_7TM6y-YMu0PiIR0lDiikZFYWZ2NXiVd0NqVjT9-BuLYr8AO1pMbUfgYiMo7cLXGAxQXKZks6FOuE5AglKmOoAb9SU5jV3uR-hMUl9DuOVm1bKTb1y01q5HaDLt2YVd8d_1h80J5DWX_I8Xdndp3-LD-Ht4HZ0lV4Nry_34Z3fuLqqOYD24vcf-xmDl4X-UloMgR_rNtG__Tf9Qg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Development+of+Learning+Analytics+Dashboard+based+on+Moodle+Learning+Management+System&rft.jtitle=International+journal+of+advanced+computer+science+%26+applications&rft.au=Ong+Kiat+Xin&rft.au=Singh%2C+Dalbir&rft.date=2021&rft.pub=Science+and+Information+%28SAI%29+Organization+Limited&rft.issn=2158-107X&rft.eissn=2156-5570&rft.volume=12&rft.issue=7&rft_id=info:doi/10.14569%2FIJACSA.2021.0120793
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2158-107X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2158-107X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2158-107X&client=summon