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Learning Analytics are any piece of information that can help an LMS user improve learning outcomes. Users include students, teachers, administrators and decision-makers.
#REDIRECT [[Analytics]]
 
== Moodle Plugins ==
 
There are a number of reports, blocks and other plugins for Moodle that provide learning analytics.
 
{| class="nicetable"
|-
! Plugin
! Plugin type
! Standard / Additional
! Useful for
! Description
! Reported usage*
|-
| [[:en:Logs|Logs]]
| Report
| Standard
| Teachers, Admins, Decision-makers
| Filterable log of events
| style="text-align:center;" | 71.4%
|-
| [[:en:Activity_report|Activity]]
| Report
| Standard
| Teachers
| View count of activities in course
| style="text-align:center;" | 69.1%
|-
| [[:en:Using_Activity_completion|Activity completion]], see also [[:en:Using_Course_completion|Course completion]]
| Report
| Standard
| Teachers
| Completion matrix of students and activities
| style="text-align:center;" | 66.3%
|-
| [[:en:Logs|Live logs]]
| Report
| Standard
| Teachers, Admins
| Automatically refreshing log of events
| style="text-align:center;" | 55.2%
|-
| [[:en:Feedback_activity|Feedback]]
| Activity
| Standard
| Teachers, Researchers
| Configurable survey tool
| style="text-align:center;" | 59.5%
|-
| [[:en:Quiz_statistics_report|(Quiz) Statistics]]
| Report
| Standard
| Teachers
| Student quiz performance report
| style="text-align:center;" | 53.0%
|-
| [[:en:Participation_report|(Course) Participation]]
| Report
| Standard
| Teachers
| Single student's participation in course
| style="text-align:center;" | 49.9%
|-
| [[:en:Survey_module|Survey]]
| Activity
| Standard
| Teachers, Researchers
| Set of standardised educational surveys
| style="text-align:center;" | 45.6%
|-
| [http://moodle.org/plugins/view.php?plugin=mod_questionnaire Questionnaire]
| Activity
| Additional
| Teachers, Researchers
| Configurable survey tool
| style="text-align:center;" | 45.3%
|-
| [[:en:Course_overview_report|Course overview]]
| Report
| Standard
| Admins, Decision-makers
| Comparison of participation across multiple courses
| style="text-align:center;" | 45.0%
|-
| [[:en:Course_completion_status_block|Course completion status]]
| Block
| Standard
| Students
| View of student's own completion of activities
| style="text-align:center;" | 41.4%
|-
| [http://moodle.org/plugins/view.php?plugin=block_progress Progress Bar]
| Block
| Additional
| Students, Teachers
| Time management tool for students with overview for teachers
| style="text-align:center;" | 32.0%
|-
| [[:en:Events_list_report|Events list]]
| Report
| Standard
| Teachers, Admins
| Events that can be monitored/searched in logs
| style="text-align:center;" | 28.6%
|-
| [[:en:Activity_results_block|Activity results block]]
| Block
| Standard
| Students
| Leader-board of results in single activity
| style="text-align:center;" | 26.1%
|-
| [http://moodle.org/plugins/view.php?id=82 Configurable Reports]
([https://docs.moodle.org/29/en/ad-hoc_contributed_reports A list of contributed reports])
| Block ([https://github.com/nadavkav/moodle-report_configurablereports Report] [https://github.com/nadavkav/moodle-filter_crgraph Graphs filter])
| Additional
| Teachers, Admins, Decision-makers
| Report generation and viewing
| style="text-align:center;" | 22.7%
|-
| [[Overview_report|(Gradebook) Overview]]
| Report
| Standard
| Teachers, Students
| View of student grades across activites
| style="text-align:center;" | N/A
|-
| [[Statistics]]
| Report
| Standard
| Admins, Decision-makers
| Daily activity across site
| style="text-align:center;" | N/A
|-
| [[:en:Event_monitoring|Event monitor]]
| Report
| Standard
| Teachers, Admins, Decision-makers
| Proactive, focussed monitor tool
| style="text-align:center;" | N/A
|-
| [http://moodle.org/plugins/view/report_customsql Ad-hoc database queries]
| Report
| Additional
| Teachers, Admins, Decision-makers
| SQL-based report generation and viewing
| style="text-align:center;" | N/A
|-
| [http://moodle.org/plugins/browse.php?list=set&id=20 Engagement Analytics]
| Block, Report, Activity module
| Additional
| Teachers
| Configurable engagement measurement report and block
| style="text-align:center;" | N/A
|-
| [http://moodle.org/plugins/view/block_dedication Course Dedication]
| Block
| Additional
| Students, Teachers
| Estimated time online for students
| style="text-align:center;" | N/A
|-
| [http://moodle.org/plugins/view.php?plugin=block_graph_stats Graph Stats]
| Block
| Additional
| Teachers, Admins
| Daily visits to site or course
| style="text-align:center;" | N/A
|-
| [http://moodle.org/plugins/view/block_gismo GISMO]
| Block
| Additional
| Teachers
| Numerous charts of student activity participation
| style="text-align:center;" | N/A
|-
| [http://moodle.org/plugins/view/block_xp Level Up!]
| Block
| Additional
| Students, Teachers
| Incentive-drive participation meter
| style="text-align:center;" | N/A
|-
| [http://moodle.org/plugins/report_forumgraph Forum Graph]
| Report
| Additional
| Teachers
| Graph of forum interactions
| style="text-align:center;" | N/A
|-
| [https://moodle.org/plugins/block_analytics_graphs Analytics Graphs]
| Block
| Additional
| Teachers
| Visualisation of student participation
| style="text-align:center;" | N/A
|-
| [https://moodle.org/plugins/block_heatmap Heatmap]
| Block
| Additional
| Teachers
| Colour-coded indication of activity views on course page
| style="text-align:center;" | N/A
|-
| [https://moodle.org/plugins/local_analytics|Analytics]
| Local
| Additional
| Admins, Decision-makers
| Enriched feed to Google Analytics and Pywick
| style="text-align:center;" | N/A
|-
| [https://moodle.org/plugins/logstore_xapi Logstore xAPI]
| Logstore
| Additional
| Admins, Decision-makers, Researchers
| xAPI event stream output
| style="text-align:center;" | N/A
|}
 
<nowiki>*</nowiki> Reported usage is drawn from the [http://research.moodle.net/71/1/Plugins%20Usage%20Survey%202015%20Report.pdf Plugins Usage Survey from 2015].
 
== Integrations with Moodle ==
 
A number of systems integrate with Moodle to provide learning analytics information externally.
 
* [http://damos.world/2013/08/30/the-moodle-activity-viewer-mav-heatmaps-of-student-activity/ Moodle Activity Viewer] (MAV) ([https://github.com/damoclark/mav-enterprise Git]), consider [https://moodle.org/plugins/block_heatmap Heatmap] as an alternative
* [http://www.intelliboard.net/ Intelliboard]
* [http://www.lambdasolutions.net/products/lmsreporting/ Analytika]
* [https://learninglocker.net/ Learning Locker], can be used with [https://moodle.org/plugins/logstore_xapi Logstore xAPI]
* [http://klassdata.com/smartklass-learning-analytics-plugin/learning-analytics-moodle-smartklass/ SmartKlass]
 
== Dimensions of Analytics ==
 
Learning analytics are a concept that has been emerging under a number of different names through the past decades. Its origins lie in research in data mining and intelligent tutoring systems. LA tools can be categorised in a number of ways. The diagram below describes such tools by how deeply they are integrated with other systems ([http://www.netdimensions.com/downloads-2015/others/lms-evolution-or-extinction.pdf?mkt_tok=3RkMMJWWfF9wsRokuKjMZKXonjHpfsX56OQtW6CwlMI%2F0ER3fOvrPUfGjI4DTsdlI%2BSLDwEYGJlv6SgFS7fAMaFl3bgIWBY%3D source]).
 
[[File:Learning-analytics.png]]
 
== See also... ==
* [https://moodle.org/mod/forum/view.php?id=8044 Analytics and reporting forum]
* [https://moodle.org/mod/forum/view.php?id=8205 Moodle Research forum]
* [[:dev:Moodle_research|Moodle research page]]
* [[Logging]]
* [[:en:Events_list_report|Events list]]
* [[:dev:Learning_Analytics_Specification|Learning Analytics API specification]]
* [[:dev:Working_Groups#Assessment_Analytics|Assessment Analytics working group details and issues]]
* [[:dev:Event_2|Events specification]]
* [[:dev:Logging_2|Logging specification]]
* [[:dev:reportbuilder/API|Report Builder API specification]]
 
[[Category:Report]]
[[Category:Report]]
 
[[Category:Analytics]]
[[es:Análisis del aprendizaje]]
[[es:Análisis del aprendizaje]]

Latest revision as of 08:48, 21 November 2022

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