{"id":"https://openalex.org/W4214932819","doi":"https://doi.org/10.1145/3506860.3506910","title":"Participatory and Co-Design of Learning Analytics: An Initial Review of the Literature","display_name":"Participatory and Co-Design of Learning Analytics: An Initial Review of the Literature","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214932819","doi":"https://doi.org/10.1145/3506860.3506910"},"language":"en","primary_location":{"id":"doi:10.1145/3506860.3506910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3506860.3506910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","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/A5013173749","display_name":"Juan Pablo Sarmiento","orcid":"https://orcid.org/0000-0001-8192-902X"},"institutions":[{"id":"https://openalex.org/I4210156829","display_name":"Research Network (United States)","ror":"https://ror.org/04tgjxk96","country_code":"US","type":"company","lineage":["https://openalex.org/I4210156829"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan Pablo Sarmiento","raw_affiliation_strings":["LEARN Research Network, New York University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LEARN Research Network, New York University, United States","institution_ids":["https://openalex.org/I4210156829","https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007049648","display_name":"Alyssa Friend Wise","orcid":"https://orcid.org/0000-0002-4043-6808"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I4210156829","display_name":"Research Network (United States)","ror":"https://ror.org/04tgjxk96","country_code":"US","type":"company","lineage":["https://openalex.org/I4210156829"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alyssa Friend Wise","raw_affiliation_strings":["LEARN Research Network, New York University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LEARN Research Network, New York University, United States","institution_ids":["https://openalex.org/I4210156829","https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013173749"],"corresponding_institution_ids":["https://openalex.org/I4210156829","https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":13.0641,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.9887736,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"535","last_page":"541"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"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":0.9990000128746033,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9987000226974487,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/participatory-design","display_name":"Participatory design","score":0.7964531183242798},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5814915299415588},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.561108410358429},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5354869961738586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.518787145614624},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5114242434501648},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.5021107196807861},{"id":"https://openalex.org/keywords/co-design","display_name":"Co-design","score":0.46583929657936096},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38896816968917847},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.368471622467041},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.36360543966293335},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26631516218185425},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2027921974658966}],"concepts":[{"id":"https://openalex.org/C2777455480","wikidata":"https://www.wikidata.org/wiki/Q1038171","display_name":"Participatory design","level":3,"score":0.7964531183242798},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5814915299415588},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.561108410358429},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5354869961738586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.518787145614624},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5114242434501648},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.5021107196807861},{"id":"https://openalex.org/C180962459","wikidata":"https://www.wikidata.org/wiki/Q1038171","display_name":"Co-design","level":2,"score":0.46583929657936096},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38896816968917847},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.368471622467041},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.36360543966293335},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26631516218185425},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2027921974658966},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2775922551","wikidata":"https://www.wikidata.org/wiki/Q7135033","display_name":"Parallels","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3506860.3506910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3506860.3506910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LAK22: 12th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W824011989","https://openalex.org/W1892498175","https://openalex.org/W1985933438","https://openalex.org/W2083394207","https://openalex.org/W2137045791","https://openalex.org/W2158810340","https://openalex.org/W2164064733","https://openalex.org/W2240701481","https://openalex.org/W2246181197","https://openalex.org/W2282049902","https://openalex.org/W2295283522","https://openalex.org/W2509533451","https://openalex.org/W2592547188","https://openalex.org/W2748490932","https://openalex.org/W2750605085","https://openalex.org/W2751220246","https://openalex.org/W2789297534","https://openalex.org/W2894879046","https://openalex.org/W2895670599","https://openalex.org/W2896869578","https://openalex.org/W2896914505","https://openalex.org/W2898268285","https://openalex.org/W2912296668","https://openalex.org/W2915023677","https://openalex.org/W2916127770","https://openalex.org/W2965758769","https://openalex.org/W2965807777","https://openalex.org/W2966032592","https://openalex.org/W2966432879","https://openalex.org/W2983529038","https://openalex.org/W2984971256","https://openalex.org/W2989757235","https://openalex.org/W3011054994","https://openalex.org/W3016745420","https://openalex.org/W3033984276","https://openalex.org/W3146608476","https://openalex.org/W3159714135","https://openalex.org/W4239782359"],"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":{"Participatory":[0],"Design":[1],"(PD),":[2],"and":[3,14,34,45,71,112,116,149,169],"Co-design":[4],"(Co-D),":[5],"can":[6,29],"be":[7,30,39],"effective":[8],"ways":[9],"to":[10,15,32,38,50,73,124],"improve":[11],"technological":[12],"innovation":[13],"incorporate":[16],"users\u2019":[17],"needs":[18,53],"in":[19,98,102,142,146,182],"the":[20,51,75,106,160,164,183],"development":[21],"of":[22,42,54,65,67,93,105,137,173,185],"learning":[23],"analytics":[24],"(LA).":[25],"However,":[26,153],"these":[27,140,186],"methods":[28,141],"difficult":[31],"implement":[33],"there":[35,132],"has":[36],"yet":[37],"a":[40,134],"synopsis":[41],"how":[43],"its":[44],"techniques":[46,117],"have":[47,118],"been":[48],"applied":[49],"specific":[52,114],"LA.":[55],"This":[56],"study":[57],"reviewed":[58],"90":[59],"papers":[60],"that":[61,131,158,170],"described":[62],"52":[63],"cases":[64],"PD":[66,99,165],"LA":[68,119],"between":[69],"2010":[70],"2020":[72],"address":[74],"research":[76],"question":[77],"\u201cHow":[78],"is":[79,110,133],"participatory":[80],"design":[81,107,127],"(PD)":[82],"being":[83],"used":[84],"within":[85],"LA?\u201d.":[86],"It":[87],"focuses":[88],"on":[89],"examining":[90],"which":[91],"groups":[92],"participants":[94],"are":[95],"normally":[96],"included":[97],"for":[100],"LA,":[101],"what":[103,113],"phases":[104],"process":[108],"it":[109,154],"used,":[111],"tools":[115],"designers":[120],"adapted":[121],"or":[122],"developed":[123],"co-create":[125],"with":[126,150],"partners.":[128],"Findings":[129],"show":[130],"growing":[135],"number":[136],"researchers":[138],"using":[139],"recent":[143],"years,":[144],"particularly":[145],"higher":[147],"education":[148],"instructor":[151],"stakeholders.":[152],"was":[155],"also":[156],"found":[157],"often":[159],"literature":[161],"would":[162],"describe":[163],"activities":[166],"only":[167],"superficially,":[168],"some":[171],"aspects":[172],"PD,":[174],"such":[175],"as":[176],"recruitment,":[177],"were":[178],"seldom":[179],"considered":[180],"overtly":[181],"descriptions":[184],"processes.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}