{"id":"https://openalex.org/W2592147208","doi":"https://doi.org/10.1145/3027385.3027436","title":"Reflective writing analytics for actionable feedback","display_name":"Reflective writing analytics for actionable feedback","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2592147208","doi":"https://doi.org/10.1145/3027385.3027436","mag":"2592147208"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3027436","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics &amp; Knowledge Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.qut.edu.au/115374/1/p153-gibson.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021416986","display_name":"Andrew Gibson","orcid":"https://orcid.org/0000-0003-4619-6515"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Gibson","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062429097","display_name":"Adam Aitken","orcid":"https://orcid.org/0000-0001-5522-7825"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Adam Aitken","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":null,"display_name":"\u00c1gnes S\u00e1ndor","orcid":null},"institutions":[{"id":"https://openalex.org/I33976269","display_name":"Xerox (France)","ror":"https://ror.org/033q0mv79","country_code":"FR","type":"company","lineage":["https://openalex.org/I33976269","https://openalex.org/I4210132870"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"\u00c1gnes S\u00e1ndor","raw_affiliation_strings":["Xerox Research Centre Europe, Meylan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xerox Research Centre Europe, Meylan, France","institution_ids":["https://openalex.org/I33976269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057774051","display_name":"Simon Buckingham Shum","orcid":"https://orcid.org/0000-0002-6334-7429"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon Buckingham Shum","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050623047","display_name":"Cherie Lucas","orcid":"https://orcid.org/0000-0002-7857-2338"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cherie Tsingos-Lucas","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090694114","display_name":"Simon Knight","orcid":"https://orcid.org/0000-0002-8709-5780"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon Knight","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.9998999834060669,"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":0.9998999834060669,"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/T10959","display_name":"Student Assessment and Feedback","score":0.9495000243186951,"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/T11039","display_name":"Evaluation of Teaching Practices","score":0.9194999933242798,"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/computer-science","display_name":"Computer science","score":0.748763382434845},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7184352874755859},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6998915672302246},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6780401468276978},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3921992778778076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39203357696533203},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3670121431350708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.748763382434845},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7184352874755859},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6998915672302246},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6780401468276978},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3921992778778076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39203357696533203},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3670121431350708},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3027385.3027436","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics &amp; Knowledge Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.qut.edu.au:115374","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/115374/1/p153-gibson.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Seventh International Learning Analytics and Knowledge Conference","raw_type":"Chapter in Book, Report or Conference volume"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/127024","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/127024","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:115374","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/115374/1/p153-gibson.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Seventh International Learning Analytics and Knowledge Conference","raw_type":"Chapter in Book, Report or Conference volume"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2592147208.pdf","grobid_xml":"https://content.openalex.org/works/W2592147208.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W64743280","https://openalex.org/W373531770","https://openalex.org/W655213282","https://openalex.org/W658122736","https://openalex.org/W822236567","https://openalex.org/W1487668832","https://openalex.org/W1555820021","https://openalex.org/W1570551854","https://openalex.org/W1585818825","https://openalex.org/W1597981688","https://openalex.org/W1762863751","https://openalex.org/W1773329089","https://openalex.org/W1973804463","https://openalex.org/W1990036520","https://openalex.org/W1990572737","https://openalex.org/W1996250712","https://openalex.org/W2019600690","https://openalex.org/W2023736093","https://openalex.org/W2027810747","https://openalex.org/W2029728434","https://openalex.org/W2034823400","https://openalex.org/W2036352925","https://openalex.org/W2040545651","https://openalex.org/W2041183899","https://openalex.org/W2047259325","https://openalex.org/W2054867056","https://openalex.org/W2069263150","https://openalex.org/W2089296470","https://openalex.org/W2097978505","https://openalex.org/W2123442489","https://openalex.org/W2128654855","https://openalex.org/W2132053012","https://openalex.org/W2154041216","https://openalex.org/W2214851693","https://openalex.org/W2339800221","https://openalex.org/W2518712911","https://openalex.org/W2518800472","https://openalex.org/W2547049206","https://openalex.org/W2560140854","https://openalex.org/W2568476927","https://openalex.org/W3012240212","https://openalex.org/W4285719527","https://openalex.org/W6999470458"],"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":{"Reflective":[0,43],"writing":[1,17],"can":[2,115],"provide":[3,28,48],"a":[4,42,52,61,69,94,97],"powerful":[5],"way":[6],"for":[7,65,88,123],"students":[8],"to":[9,27,47,72,112],"integrate":[10],"professional":[11],"experience":[12,86],"and":[13,39,78,84,92,106,109],"academic":[14],"learning.":[15],"However,":[16],"reflectively":[18],"requires":[19],"high":[20],"quality":[21],"actionable":[22,49,121],"feedback,":[23],"which":[24,113],"is":[25],"time-consuming":[26],"at":[29],"scale.":[30],"This":[31],"paper":[32],"reports":[33],"progress":[34],"on":[35,104],"the":[36,82,110,118],"design,":[37],"implementation,":[38],"validation":[40],"of":[41],"Writing":[44],"Analytics":[45],"platform":[46,89],"feedback":[50,122],"within":[51],"tertiary":[53],"authentic":[54],"assessment":[55],"context.":[56],"The":[57],"contributions":[58],"are:":[59],"(1)":[60],"new":[62],"conceptual":[63],"framework":[64],"reflective":[66,74,124],"writing;":[67],"(2)":[68],"computational":[70],"approach":[71],"modelling":[73],"writing,":[75],"deriving":[76],"analytics,":[77],"providing":[79],"feedback;":[80],"(3)":[81],"pedagogical":[83],"user":[85],"rationale":[87],"design":[90],"decisions;":[91],"(4)":[93],"pilot":[95],"in":[96],"student":[98,107],"learning":[99],"context,":[100],"with":[101],"preliminary":[102],"data":[103],"educator":[105],"acceptance,":[108],"extent":[111],"we":[114],"evidence":[116],"that":[117],"software":[119],"provided":[120],"writing.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
