{"id":"https://openalex.org/W2072439510","doi":"https://doi.org/10.1145/2567574.2567590","title":"Analytics of the effects of video use and instruction to support reflective learning","display_name":"Analytics of the effects of video use and instruction to support reflective learning","publication_year":2014,"publication_date":"2014-03-24","ids":{"openalex":"https://openalex.org/W2072439510","doi":"https://doi.org/10.1145/2567574.2567590","mag":"2072439510"},"language":"en","primary_location":{"id":"doi:10.1145/2567574.2567590","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567590","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 International Conference on Learning Analytics And Knowledge","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/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Dragan Ga\u0161evi\u0107","raw_affiliation_strings":["Athabasca University, Athabasca, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Athabasca University, Athabasca, AB, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020885540","display_name":"Negin Mirriahi","orcid":"https://orcid.org/0000-0003-4139-3149"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Negin Mirriahi","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070873335","display_name":"Shane Dawson","orcid":"https://orcid.org/0000-0003-2435-2193"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shane Dawson","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036855560"],"corresponding_institution_ids":["https://openalex.org/I86897205"],"apc_list":null,"apc_paid":null,"fwci":18.5213,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.99005128,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T11425","display_name":"Diverse Music Education Insights","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.6449161767959595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6321723461151123},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5798421502113342},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5619398951530457},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5303671360015869},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.39134007692337036},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3673793375492096},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3544287085533142},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2749479413032532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23555254936218262}],"concepts":[{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.6449161767959595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6321723461151123},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5798421502113342},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5619398951530457},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5303671360015869},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.39134007692337036},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3673793375492096},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3544287085533142},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2749479413032532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23555254936218262},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2567574.2567590","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567590","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 International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334617","display_name":"Social Sciences and Humanities Research Council of Canada","ror":"https://ror.org/04j5jqy92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W175663689","https://openalex.org/W217377166","https://openalex.org/W611321302","https://openalex.org/W1504608115","https://openalex.org/W1576285760","https://openalex.org/W1588717271","https://openalex.org/W1606935761","https://openalex.org/W1775995898","https://openalex.org/W1852792459","https://openalex.org/W1975115953","https://openalex.org/W1990898363","https://openalex.org/W2000600510","https://openalex.org/W2004635655","https://openalex.org/W2015383845","https://openalex.org/W2037557484","https://openalex.org/W2040028915","https://openalex.org/W2041841634","https://openalex.org/W2045837026","https://openalex.org/W2046089102","https://openalex.org/W2049486676","https://openalex.org/W2058064543","https://openalex.org/W2063898208","https://openalex.org/W2065130426","https://openalex.org/W2083107848","https://openalex.org/W2093265757","https://openalex.org/W2127779460","https://openalex.org/W2127805503","https://openalex.org/W2129709125","https://openalex.org/W2130576004","https://openalex.org/W2134629523","https://openalex.org/W2138083956","https://openalex.org/W2139776525","https://openalex.org/W2140910804","https://openalex.org/W2141951329","https://openalex.org/W2142572316","https://openalex.org/W2145404435","https://openalex.org/W2157565254","https://openalex.org/W2158776339","https://openalex.org/W2159361351","https://openalex.org/W2165159831","https://openalex.org/W2505035549","https://openalex.org/W2560140854","https://openalex.org/W4247617853","https://openalex.org/W4402287524","https://openalex.org/W6659855005"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W3097749327"],"abstract_inverted_index":{"Although":[0],"video":[1,35,69,195,213],"annotation":[2,70],"software":[3],"is":[4],"no":[5],"longer":[6],"considered":[7],"as":[8],"a":[9,62,68],"new":[10],"innovation,":[11],"its":[12],"application":[13,211],"in":[14,27,32,54,88,134,147,172,193,215],"promoting":[15],"student":[16,217],"self-regulated":[17],"learning":[18],"and":[19,34,47,50,81,96,104,120,143],"reflection":[20],"skills":[21],"has":[22],"only":[23],"begun":[24],"to":[25,94,149,184,207],"emerge":[26],"the":[28,38,45,48,89,101,112,118,135,150,157,161,178,186,194,210],"research":[29,206],"literature.":[30],"Advances":[31],"text":[33],"analytics":[36],"provide":[37],"capability":[39],"of":[40,44,67,99,114,117,127,160,188,212],"investigating":[41],"students'":[42,65],"use":[43,66],"tool":[46,71],"psychometrics":[49],"linguistic":[51,119,142],"processes":[52,122,146],"evident":[53],"their":[55,189],"written":[56],"annotations.":[57],"This":[58],"paper":[59,199],"reports":[60],"on":[61],"study":[63,179],"exploring":[64],"when":[72],"two":[73,86],"different":[74],"instructional":[75],"approaches":[76],"were":[77],"deployed":[78],"--":[79],"graded":[80,138,162],"non-graded":[82,153],"self-reflection":[83,125,190],"annotations":[84,126,191,214],"within":[85],"courses":[87,171],"performing":[90],"arts.":[91],"In":[92,155],"addition":[93],"counts":[95],"temporal":[97],"locations":[98],"self-reflections,":[100],"Linguistic":[102],"Inquiry":[103],"Word":[105],"Counts":[106],"(LIWC)":[107],"framework":[108],"was":[109,164],"used":[110],"for":[111,166,204],"extraction":[113],"variables":[115],"indicative":[116],"psychological":[121,144],"associated":[123],"with":[124,137,152,175],"videos.":[128],"The":[129,198],"results":[130],"indicate":[131],"that":[132,181],"students":[133,167,182],"course":[136,151],"self-reflections":[139],"adopted":[140],"more":[141],"related":[145],"comparison":[148],"self-reflections.":[154],"general,":[156],"effect":[158],"size":[159],"reflections":[163],"lower":[165],"who":[168],"took":[169],"both":[170],"parallel.":[173],"Consistent":[174],"prior":[176],"research,":[177],"identified":[180],"tend":[183],"make":[185],"majority":[187],"early":[192],"time":[196],"line.":[197],"also":[200],"provides":[201],"several":[202],"suggestions":[203],"future":[205],"better":[208],"understand":[209],"facilitating":[216],"learning.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
