{"id":"https://openalex.org/W2606349533","doi":"https://doi.org/10.1145/3051457.3054007","title":"Criteria for Video Engagement in a Biology MOOC","display_name":"Criteria for Video Engagement in a Biology MOOC","publication_year":2017,"publication_date":"2017-04-12","ids":{"openalex":"https://openalex.org/W2606349533","doi":"https://doi.org/10.1145/3051457.3054007","mag":"2606349533"},"language":"en","primary_location":{"id":"doi:10.1145/3051457.3054007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051457.3054007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031822041","display_name":"Seraphim R. Thornton","orcid":"https://orcid.org/0000-0001-7099-1127"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sera Thornton","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008963237","display_name":"Ceri Riley","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ceri Riley","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014578951","display_name":"Mary Ellen Wiltrout","orcid":"https://orcid.org/0000-0002-4647-4282"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Ellen Wiltrout","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031822041"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":1.8812,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87775631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"291","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9376000165939331,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subject-matter","display_name":"Subject matter","score":0.6454252600669861},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5872430801391602},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5356895923614502},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5332780480384827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5225483775138855},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.44374096393585205},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.42942750453948975},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3984988033771515},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3714819550514221},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3235103487968445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30923086404800415},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26734763383865356},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.18362945318222046},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.11325937509536743},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.1042335033416748},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.09307941794395447}],"concepts":[{"id":"https://openalex.org/C2992860105","wikidata":"https://www.wikidata.org/wiki/Q7631392","display_name":"Subject matter","level":3,"score":0.6454252600669861},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5872430801391602},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5356895923614502},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5332780480384827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5225483775138855},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.44374096393585205},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.42942750453948975},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3984988033771515},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3714819550514221},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3235103487968445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30923086404800415},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26734763383865356},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.18362945318222046},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.11325937509536743},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1042335033416748},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.09307941794395447},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3051457.3054007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3051457.3054007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2006343044","https://openalex.org/W2008753607","https://openalex.org/W2018206893","https://openalex.org/W2024337161","https://openalex.org/W2051525497","https://openalex.org/W2055846787","https://openalex.org/W2100296291"],"related_works":["https://openalex.org/W4318717247","https://openalex.org/W2267656092","https://openalex.org/W2317874921","https://openalex.org/W2736755255","https://openalex.org/W4362648715","https://openalex.org/W2009385780","https://openalex.org/W3082623308","https://openalex.org/W3120503679","https://openalex.org/W2359390960","https://openalex.org/W3180276870"],"abstract_inverted_index":{"We":[0],"have":[1,124],"designed":[2],"a":[3,12,32,57,139],"Molecular":[4],"Biology":[5],"massive":[6],"open":[7],"online":[8],"course":[9,91,95,128],"(MOOC)":[10],"for":[11],"global":[13],"audience.":[14],"Among":[15],"the":[16,42,47,64,145,157,164],"learning":[17],"aids":[18],"offered":[19],"are":[20,75,167],"two":[21],"types":[22],"of":[23,59,82,98,101,106,142],"short":[24],"video":[25,49],"segments:":[26],"lecture":[27,48,118,165],"videos":[28,119,166],"(delivered":[29],"unscripted":[30],"by":[31],"professor)":[33],"and":[34,39,74,104],"deep":[35,61,65,122,158],"dives":[36,66,123],"(fully":[37],"scripted":[38],"animated).":[40],"While":[41],"engaged":[43],"learners":[44,115,137],"overwhelmingly":[45],"watched":[46,55],"segments":[50],"through":[51],"to":[52,69,78,155],"completion,":[53],"some":[54],"only":[56],"portion":[58],"each":[60],"dive.":[62],"As":[63],"take":[67],"pains":[68],"follow":[70],"evidence-based":[71],"best":[72],"practices":[73],"more":[76],"labor-intensive":[77],"make,":[79],"further":[80],"study":[81],"this":[83,112,173],"difference":[84],"in":[85],"viewer":[86],"retention":[87],"would":[88],"inform":[89],"future":[90],"development":[92],"decisions.":[93],"Notably,":[94],"organization,":[96],"length":[97],"video,":[99],"lack":[100],"on-screen":[102],"narrator,":[103],"identity":[105],"narrator":[107],"show":[108],"no":[109],"correlation":[110],"with":[111,138],"trend.":[113],"Interestingly,":[114],"who":[116],"complete":[117,156],"but":[120],"not":[121,153],"slightly":[125],"higher":[126,140],"overall":[127],"grades":[129],"on":[130],"average.":[131],"Thus,":[132],"our":[133],"model":[134],"is":[135],"that":[136,150],"degree":[141],"knowledge":[143],"about":[144],"subject":[146],"matter":[147],"may":[148],"feel":[149,163],"they":[151,162],"do":[152],"need":[154],"dive":[159],"videos,":[160],"while":[161],"valuable.":[168],"Future":[169],"research":[170],"will":[171],"test":[172],"model.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}