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| {{Tracking progress}}
| | #REDIRECT [[Analytics]] |
| Learning Analytics are any piece of information that can help an LMS user improve learning outcomes. Users include students, teachers, administrators and decision-makers.
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| == Moodle Plugins ==
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| There are a number of reports, blocks and other plugins for Moodle that provide learning analytics.
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| {| class="nicetable"
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| |-
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| ! Plugin
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| ! Plugin type
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| ! Standard / Additional
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| ! Useful for
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| ! Description
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| ! Reported usage*
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| |-
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| | [[:en:Logs|Logs]]
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| | Report
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| | Standard
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| | Teachers, Admins, Decision-makers
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| | Filterable log of events
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| | style="text-align:center;" | 71.4%
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| |-
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| | [[:en:Activity_report|Activity]]
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| | Report
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| | Standard
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| | Teachers
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| | View count of activities in course
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| | style="text-align:center;" | 69.1%
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| |-
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| | [[:en:Using_Activity_completion|Activity completion]], see also [[:en:Using_Course_completion|Course completion]]
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| | Report
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| | Standard
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| | Teachers
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| | Completion matrix of students and activities
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| | style="text-align:center;" | 66.3%
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| |-
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| | [[:en:Logs|Live logs]]
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| | Report
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| | Standard
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| | Teachers, Admins
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| | Automatically refreshing log of events
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| | style="text-align:center;" | 55.2%
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| |-
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| | [[:en:Feedback_activity|Feedback]]
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| | Activity
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| | Standard
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| | Teachers, Researchers
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| | Configurable survey tool
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| | style="text-align:center;" | 59.5%
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| |-
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| | [[:en:Quiz_statistics_report|(Quiz) Statistics]]
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| | Report
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| | Standard
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| | Teachers
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| | Student quiz performance report
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| | style="text-align:center;" | 53.0%
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| |-
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| | [[:en:Participation_report|(Course) Participation]]
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| | Report
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| | Standard
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| | Teachers
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| | Single student's participation in course
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| | style="text-align:center;" | 49.9%
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| |-
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| | [[:en:Survey_module|Survey]]
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| | Activity
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| | Standard
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| | Teachers, Researchers
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| | Set of standardised educational surveys
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| | style="text-align:center;" | 45.6%
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| |-
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| | [[:en:tool_inspire|Inspire]]
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| | Administrative Tool
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| | Additional migrating to Standard
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| | Teachers, Researchers
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| | Moodle native descriptive and predictive learning analytics
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| | style="text-align:center;" | n/a
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| | [http://moodle.org/plugins/view.php?plugin=mod_questionnaire Questionnaire]
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| | Activity
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| | Additional
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| | Teachers, Researchers
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| | Configurable survey tool
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| | style="text-align:center;" | 45.3%
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| |-
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| | [[:en:Course_overview_report|Course overview]]
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| | Report
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| | Standard
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| | Admins, Decision-makers
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| | Comparison of participation across multiple courses
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| | style="text-align:center;" | 45.0%
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| |-
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| | [[:en:Course_completion_status_block|Course completion status]]
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| | Block
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| | Standard
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| | Students
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| | View of student's own completion of activities
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| | style="text-align:center;" | 41.4%
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| | [http://moodle.org/plugins/view.php?plugin=block_progress Progress Bar]
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| | Block
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| | Additional
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| | Students, Teachers
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| | Time management tool for students with overview for teachers
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| | style="text-align:center;" | 32.0%
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| | [[:en:Events_list_report|Events list]]
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| | Report
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| | Standard
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| | Teachers, Admins
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| | Events that can be monitored/searched in logs
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| | style="text-align:center;" | 28.6%
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| | [[:en:Activity_results_block|Activity results block]]
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| | Block
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| | Standard
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| | Students
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| | Leader-board of results in single activity
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| | style="text-align:center;" | 26.1%
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| |-
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| | [http://moodle.org/plugins/view.php?id=82 Configurable Reports]
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| ([https://docs.moodle.org/29/en/ad-hoc_contributed_reports A list of contributed reports])
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| | Block ([https://github.com/nadavkav/moodle-report_configurablereports Report] [https://github.com/nadavkav/moodle-filter_crgraph Graphs filter])
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| | Additional
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| | Teachers, Admins, Decision-makers
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| | Report generation and viewing
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| | style="text-align:center;" | 22.7%
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| |-
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| | [[Overview_report|(Gradebook) Overview]]
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| | Report
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| | Standard
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| | Teachers, Students
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| | View of student grades across activites
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| | style="text-align:center;" | N/A
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| | [[Statistics]]
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| | Report
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| | Standard
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| | Admins, Decision-makers
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| | Daily activity across site
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| | style="text-align:center;" | N/A
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| | [[:en:Event_monitoring|Event monitor]]
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| | Report
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| | Standard
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| | Teachers, Admins, Decision-makers
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| | Proactive, focussed monitor tool
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| | style="text-align:center;" | N/A
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| | [http://moodle.org/plugins/view/report_customsql Ad-hoc database queries]
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| | Report
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| | Additional
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| | Teachers, Admins, Decision-makers
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| | SQL-based report generation and viewing
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| | style="text-align:center;" | N/A
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| | [http://moodle.org/plugins/browse.php?list=set&id=20 Engagement Analytics]
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| | Block, Report, Activity module
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| | Additional
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| | Teachers
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| | Configurable engagement measurement report and block
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| | style="text-align:center;" | N/A
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| |-
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| | [http://moodle.org/plugins/view/block_dedication Course Dedication]
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| | Block
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| | Additional
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| | Students, Teachers
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| | Estimated time online for students
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| | style="text-align:center;" | N/A
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| |-
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| | [http://moodle.org/plugins/view.php?plugin=block_graph_stats Graph Stats]
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| | Block
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| | Additional
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| | Teachers, Admins
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| | Daily visits to site or course
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| | style="text-align:center;" | N/A
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| | [http://moodle.org/plugins/view/block_gismo GISMO]
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| | Block
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| | Additional
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| | Teachers
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| | Numerous charts of student activity participation
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| | style="text-align:center;" | N/A
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| | [http://moodle.org/plugins/view/block_xp Level Up!]
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| | Block
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| | Additional
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| | Students, Teachers
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| | Incentive-drive participation meter
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| | style="text-align:center;" | N/A
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| | [http://moodle.org/plugins/report_forumgraph Forum Graph]
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| | Report
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| | Additional
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| | Teachers
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| | Graph of forum interactions
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| | style="text-align:center;" | N/A
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| | [https://moodle.org/plugins/block_analytics_graphs Analytics Graphs]
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| | Block
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| | Additional
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| | Teachers
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| | Visualisation of student participation
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| | style="text-align:center;" | N/A
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| | [https://moodle.org/plugins/block_heatmap Heatmap]
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| | Block
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| | Additional
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| | Teachers
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| | Colour-coded indication of activity views on course page
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| | style="text-align:center;" | N/A
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| | [https://moodle.org/plugins/local_analytics Analytics]
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| | Local
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| | Additional
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| | Admins, Decision-makers
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| | Enriched feed to Google Analytics and Pywick
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| | style="text-align:center;" | N/A
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| | [https://moodle.org/plugins/logstore_xapi Logstore xAPI]
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| | Logstore
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| | Additional
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| | Admins, Decision-makers, Researchers
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| | xAPI event stream output
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| | style="text-align:center;" | N/A
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| |}
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| <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].
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| == Integrations with Moodle ==
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| A number of systems integrate with Moodle to provide learning analytics information externally.
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| * [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
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| * [http://www.intelliboard.net/ Intelliboard]
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| * [http://www.lambdasolutions.net/products/lmsreporting/ Zoola (was Analytika)]
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| * [https://learninglocker.net/ Learning Locker], can be used with [https://moodle.org/plugins/logstore_xapi Logstore xAPI]
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| * [http://klassdata.com/smartklass-learning-analytics-plugin/learning-analytics-moodle-smartklass/ SmartKlass]
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| * [http://www.blackboard.com/education-analytics/blackboard-predict.aspx Blackboard Predict]
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| * [http://melbourne-cshe.unimelb.edu.au/research/edutech/completing-the-loop Completing the loop]
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| * [https://www.iadlearning.com/ IADlearning] offers institutions and educators a rich set of analytics allowing them to understand the quality of their training content, as well as the quality of the ongoing learning processes.
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| == Dimensions of Analytics ==
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| 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:
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| * Descriptive
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| * Predictive
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| * Diagnostic
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| * Prescriptive
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| == See also... ==
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| * [https://moodle.org/mod/forum/view.php?id=8044 Analytics and reporting forum]
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| * [https://moodle.org/mod/forum/view.php?id=8205 Moodle Research forum]
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| * [[:dev:Moodle_research|Moodle research page]]
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| * [[Logging]]
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| * [[:en:Events_list_report|Events list]]
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| * [[:dev:Learning_Analytics_Specification|Learning Analytics API specification]]
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| * [[:dev:Working_Groups#Assessment_Analytics|Assessment Analytics working group details and issues]]
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| * [[:dev:Event_2|Events specification]]
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| * [[:dev:Logging_2|Logging specification]]
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| * [[:dev:reportbuilder/API|Report Builder API specification]]
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| * Use [https://moodle.org/plugins/filter_generico Generico filter] to display custom DB reports with graphs [https://moodle.org/mod/forum/discuss.php?d=324771#p1334032 Demo / Forums]
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| * [https://www.jisc.ac.uk/blog/solving-the-ethical-and-legal-issues-around-learning-analytics-a-series-of-podcasts-11-mar-2016 Solving the ethical and legal issues around learning analytics: a series of podcasts]
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| * [http://plugin.moodlebites.com A number of free Moodle analytics plugins you can try] available on http://plugins.moodlebites.com
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| == Presentations ==
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| * [https://www.youtube.com/watch?v=MHv4vp1hxQc&index=5&list=TLGCVIc9g1-qUMUxOTEwMjAxNg Moodle Analytics Plans I Elizabeth Dalton at MoodleMoot Australia 2016] (video 24m)
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| [[Category:Report]] | | [[Category:Report]] |
| | | [[Category:Analytics]] |
| [[es:Análisis del aprendizaje]] | | [[es:Análisis del aprendizaje]] |