{"@context":{"@language":"en","@vocab":"https://schema.org/","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","cr":"http://mlcommons.org/croissant/","rai":"http://mlcommons.org/croissant/RAI/","data":{"@id":"cr:data","@type":"@json"},"dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","examples":{"@id":"cr:examples","@type":"@json"},"extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","parentField":"cr:parentField","path":"cr:path","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform","wd":"https://www.wikidata.org/wiki/"},"@type":"sc:Dataset","conformsTo":"http://mlcommons.org/croissant/1.0","name":"Replication Data for: If you build it, will they learn? Using the LMS to Measure Engagement and Impact","url":"https://doi.org/10.7910/DVN/SFR7VQ","creator":[{"@type":"Person","givenName":"Matthew","familyName":"Platt","affiliation":{"@type":"Organization","name":"Morehouse College"},"sameAs":"https://orcid.org/0000-0002-3732-7061","@id":"https://orcid.org/0000-0002-3732-7061","identifier":"https://orcid.org/0000-0002-3732-7061","name":"Platt, Matthew"}],"description":"This paper uses the learning management system (LMS) to track student engagement with a pedagogical intervention in a research methods course. The data is collected over ten semesters to gauge whether students access the supplemental learning materials and whether those materials impact student learning. I find that although the level of engagement and its effectiveness are mixed and vary by semester, overall engaging more with the supplemental materials did improve student performance. This work emphasizes the importance of measuring whether our interventions even reach their intended targets (students) and demonstrates the utility of the LMS as a data collection tool for SoTL research.","keywords":["Social Sciences"],"license":"http://creativecommons.org/publicdomain/zero/1.0","datePublished":"2026-03-31","dateModified":"2026-03-31","includedInDataCatalog":{"@type":"DataCatalog","name":"Harvard Dataverse","url":"https://dataverse.harvard.edu"},"publisher":{"@type":"Organization","name":"Harvard Dataverse"},"version":"1.0","citeAs":"@data{DVN/SFR7VQ_2026,author = {Platt, Matthew},publisher = {Harvard Dataverse},title = {Replication Data for: If you build it, will they learn? Using the LMS to Measure Engagement and Impact},year = {2026},url = {https://doi.org/10.7910/DVN/SFR7VQ}}","distribution":[{"@type":"cr:FileObject","@id":"Blackboard Tracking.Rproj","name":"Blackboard Tracking.Rproj","encodingFormat":"application/octet-stream","md5":"584b2434d675b192dc1614bd62b5b93e","contentSize":"218","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13471484"},{"@type":"cr:FileObject","@id":"Read Me.md","name":"Read Me.md","encodingFormat":"text/markdown","md5":"ecd2568ab2df410406c635f2b99721f6","contentSize":"1736","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13471458"},{"@type":"cr:FileObject","@id":"Data/OriginalData/psc253_bbtrack3.csv","name":"psc253_bbtrack3.csv","encodingFormat":"text/comma-separated-values","md5":"7821345f7b6ddf0aa2e0d39fa6bd51d3","contentSize":"27612","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13471481?format=original"},{"@type":"cr:FileObject","@id":"Data/OriginalData/Metadata/codebook.pdf","name":"codebook.pdf","encodingFormat":"application/pdf","md5":"26eaf3041052a1710a8c3800acd02efc","contentSize":"50949","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13471482"},{"@type":"cr:FileObject","@id":"Documents/manuscript_ps_revise.qmd","name":"manuscript_ps_revise.qmd","encodingFormat":"application/octet-stream","md5":"d90a6cdf46ad55ef42e60078e8f7a944","contentSize":"35177","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13471480"},{"@type":"cr:FileObject","@id":"Scripts/Analysis/analysis.Rmd","name":"analysis.Rmd","encodingFormat":"text/x-r-notebook","md5":"554de0adde2b1e8e91685ee48078d244","contentSize":"7017","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13471483"},{"@type":"cr:FileObject","@id":"Scripts/Processing/processing.Rmd","name":"processing.Rmd","encodingFormat":"text/x-r-notebook","md5":"d306ee031cf0baf3f0daf081bebff9e8","contentSize":"3906","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13471485"}],"recordSet":[{"@type":"cr:RecordSet","field":[{"@type":"cr:Field","name":"﻿id","description":"﻿id","dataType":"sc:Text","source":{"@id":"39532781","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"﻿id"}}},{"@type":"cr:Field","name":"semester","description":"semester","dataType":"sc:Text","source":{"@id":"39532778","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"semester"}}},{"@type":"cr:Field","name":"year","description":"year","dataType":"sc:Integer","source":{"@id":"39532788","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"year"}}},{"@type":"cr:Field","name":"term","description":"term","dataType":"sc:Text","source":{"@id":"39532784","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"term"}}},{"@type":"cr:Field","name":"gpa","description":"gpa","dataType":"sc:Float","source":{"@id":"39532792","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"gpa"}}},{"@type":"cr:Field","name":"totalpoints","description":"totalpoints","dataType":"sc:Float","source":{"@id":"39532775","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"totalpoints"}}},{"@type":"cr:Field","name":"percent","description":"percent","dataType":"sc:Float","source":{"@id":"39532794","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"percent"}}},{"@type":"cr:Field","name":"grade","description":"grade","dataType":"sc:Text","source":{"@id":"39532789","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"grade"}}},{"@type":"cr:Field","name":"passed","description":"passed","dataType":"sc:Integer","source":{"@id":"39532773","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"passed"}}},{"@type":"cr:Field","name":"Dptotal","description":"Dptotal","dataType":"sc:Float","source":{"@id":"39532777","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"Dptotal"}}},{"@type":"cr:Field","name":"Dppossible","description":"Dppossible","dataType":"sc:Integer","source":{"@id":"39532793","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"Dppossible"}}},{"@type":"cr:Field","name":"cleanvideo","description":"cleanvideo","dataType":"sc:Integer","source":{"@id":"39532785","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"cleanvideo"}}},{"@type":"cr:Field","name":"cleancode","description":"cleancode","dataType":"sc:Integer","source":{"@id":"39532770","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"cleancode"}}},{"@type":"cr:Field","name":"datalab1","description":"datalab1","dataType":"sc:Integer","source":{"@id":"39532766","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"datalab1"}}},{"@type":"cr:Field","name":"DL2video","description":"DL2video","dataType":"sc:Integer","source":{"@id":"39532787","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL2video"}}},{"@type":"cr:Field","name":"DL2tutor","description":"DL2tutor","dataType":"sc:Integer","source":{"@id":"39532772","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL2tutor"}}},{"@type":"cr:Field","name":"DL3tutor","description":"DL3tutor","dataType":"sc:Integer","source":{"@id":"39532774","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL3tutor"}}},{"@type":"cr:Field","name":"DL3code","description":"DL3code","dataType":"sc:Integer","source":{"@id":"39532790","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL3code"}}},{"@type":"cr:Field","name":"DL3video","description":"DL3video","dataType":"sc:Integer","source":{"@id":"39532795","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL3video"}}},{"@type":"cr:Field","name":"DL4code","description":"DL4code","dataType":"sc:Integer","source":{"@id":"39532779","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL4code"}}},{"@type":"cr:Field","name":"DL4video","description":"DL4video","dataType":"sc:Integer","source":{"@id":"39532791","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL4video"}}},{"@type":"cr:Field","name":"DL5code","description":"DL5code","dataType":"sc:Integer","source":{"@id":"39532798","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL5code"}}},{"@type":"cr:Field","name":"DL5video","description":"DL5video","dataType":"sc:Integer","source":{"@id":"39532776","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL5video"}}},{"@type":"cr:Field","name":"DL5tutor","description":"DL5tutor","dataType":"sc:Integer","source":{"@id":"39532780","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL5tutor"}}},{"@type":"cr:Field","name":"DL6code","description":"DL6code","dataType":"sc:Integer","source":{"@id":"39532786","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL6code"}}},{"@type":"cr:Field","name":"DL6video","description":"DL6video","dataType":"sc:Integer","source":{"@id":"39532782","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL6video"}}},{"@type":"cr:Field","name":"DL7video","description":"DL7video","dataType":"sc:Integer","source":{"@id":"39532769","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL7video"}}},{"@type":"cr:Field","name":"DL7code","description":"DL7code","dataType":"sc:Integer","source":{"@id":"39532797","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL7code"}}},{"@type":"cr:Field","name":"DL8code","description":"DL8code","dataType":"sc:Integer","source":{"@id":"39532796","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL8code"}}},{"@type":"cr:Field","name":"DL8video","description":"DL8video","dataType":"sc:Integer","source":{"@id":"39532771","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL8video"}}},{"@type":"cr:Field","name":"DL9code","description":"DL9code","dataType":"sc:Integer","source":{"@id":"39532783","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL9code"}}},{"@type":"cr:Field","name":"DL9video","description":"DL9video","dataType":"sc:Integer","source":{"@id":"39532799","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"DL9video"}}},{"@type":"cr:Field","name":"descvideo","description":"descvideo","dataType":"sc:Integer","source":{"@id":"39532768","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"descvideo"}}},{"@type":"cr:Field","name":"interactvid","description":"interactvid","dataType":"sc:Integer","source":{"@id":"39532767","fileObject":{"@id":"Data/OriginalData/psc253_bbtrack3.csv"},"extract":{"column":"interactvid"}}}]}]}