{"id":"https://openalex.org/W4214878587","doi":"https://doi.org/10.1145/3506860.3506886","title":"A Penny for your Thoughts: Students and Instructors\u2019 Expectations about Learning Analytics in Brazil","display_name":"A Penny for your Thoughts: Students and Instructors\u2019 Expectations about Learning Analytics in Brazil","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214878587","doi":"https://doi.org/10.1145/3506860.3506886"},"language":"en","primary_location":{"id":"doi:10.1145/3506860.3506886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3506860.3506886","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/A5027161825","display_name":"Taciana Pontual Falc\u00e3o","orcid":"https://orcid.org/0000-0003-2775-4913"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Taciana Pontual Falc\u00e3o","raw_affiliation_strings":["Universidade Federal Rural de Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal Rural de Pernambuco, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065478543","display_name":"Rodrigo Lins Rodrigues","orcid":"https://orcid.org/0000-0002-3598-5204"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo Lins Rodrigues","raw_affiliation_strings":["Universidade Federal Rural de Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal Rural de Pernambuco, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010713340","display_name":"Cristian Cechinel","orcid":"https://orcid.org/0000-0001-6384-409X"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cristian Cechinel","raw_affiliation_strings":["Universidade Federal de Santa Catarina, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Santa Catarina, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045127762","display_name":"Diego Dermeval","orcid":null},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Dermeval","raw_affiliation_strings":["Universidade Federal de Alagoas, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Alagoas, Brazil","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071900519","display_name":"Elaine Oliveira","orcid":"https://orcid.org/0000-0003-2884-9359"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elaine Harada Teixeira de Oliveira","raw_affiliation_strings":["Universidade Federal do Amazonas, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Amazonas, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083921214","display_name":"Isabela Gasparini","orcid":"https://orcid.org/0000-0002-8094-9261"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Isabela Gasparini","raw_affiliation_strings":["Universidade do Estado de Santa Catarina, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade do Estado de Santa Catarina, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012462911","display_name":"Rafael Dias Ara\u00fajo","orcid":"https://orcid.org/0000-0003-0545-2519"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael D. Ara\u00fajo","raw_affiliation_strings":["Universidade Federal de Uberl\u00e2ndia, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Uberl\u00e2ndia, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024835217","display_name":"Tiago Thompsen Primo","orcid":"https://orcid.org/0000-0003-3870-097X"},"institutions":[{"id":"https://openalex.org/I169248161","display_name":"Universidade Federal de Pelotas","ror":"https://ror.org/05msy9z54","country_code":"BR","type":"education","lineage":["https://openalex.org/I169248161"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Primo","raw_affiliation_strings":["Universidade Federal de Pelotas, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Pelotas, Brazil","institution_ids":["https://openalex.org/I169248161"]}]},{"author_position":"middle","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/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"Dragan Gasevic","raw_affiliation_strings":["Monash University, Australia and University of Edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia and University of Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I56590836","https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025630415","display_name":"Rafael Ferreira Mello","orcid":"https://orcid.org/0000-0003-3548-9670"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Ferreira Mello","raw_affiliation_strings":["Cesar School, Brazil and Universidade Federal Rural de Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Cesar School, Brazil and Universidade Federal Rural de Pernambuco, Brazil","institution_ids":["https://openalex.org/I62921916"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5027161825"],"corresponding_institution_ids":["https://openalex.org/I62921916"],"apc_list":null,"apc_paid":null,"fwci":2.738,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91475819,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"186","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9793000221252441,"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/T12395","display_name":"Educational Innovations and Technology","score":0.9309999942779541,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/latin-americans","display_name":"Latin Americans","score":0.7011342644691467},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6854796409606934},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6514906287193298},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.648478090763092},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.646971583366394},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6316244602203369},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.6096249222755432},{"id":"https://openalex.org/keywords/stakeholder-engagement","display_name":"Stakeholder engagement","score":0.488498330116272},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.4664648771286011},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.4600960612297058},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.43096479773521423},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3870770037174225},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35015249252319336},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33328938484191895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.23460301756858826},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.19901371002197266},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1551097333431244}],"concepts":[{"id":"https://openalex.org/C158886217","wikidata":"https://www.wikidata.org/wiki/Q16799549","display_name":"Latin Americans","level":2,"score":0.7011342644691467},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6854796409606934},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6514906287193298},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.648478090763092},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.646971583366394},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6316244602203369},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.6096249222755432},{"id":"https://openalex.org/C2780984029","wikidata":"https://www.wikidata.org/wiki/Q2930198","display_name":"Stakeholder engagement","level":2,"score":0.488498330116272},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.4664648771286011},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.4600960612297058},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.43096479773521423},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3870770037174225},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35015249252319336},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33328938484191895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23460301756858826},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.19901371002197266},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1551097333431244},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"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:10.1145/3506860.3506886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3506860.3506886","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1986011338","https://openalex.org/W2018881137","https://openalex.org/W2086235321","https://openalex.org/W2143959207","https://openalex.org/W2168156812","https://openalex.org/W2513971074","https://openalex.org/W2553916668","https://openalex.org/W2590161963","https://openalex.org/W2593639882","https://openalex.org/W2768077796","https://openalex.org/W2789297534","https://openalex.org/W2797399526","https://openalex.org/W2885000341","https://openalex.org/W2886521854","https://openalex.org/W2895670599","https://openalex.org/W2905428172","https://openalex.org/W2907412800","https://openalex.org/W2915125536","https://openalex.org/W2916593565","https://openalex.org/W2917484583","https://openalex.org/W2952648426","https://openalex.org/W2954911846","https://openalex.org/W2966032592","https://openalex.org/W2966432879","https://openalex.org/W2972106709","https://openalex.org/W2990407218","https://openalex.org/W2999108654","https://openalex.org/W2999498543","https://openalex.org/W3001551978","https://openalex.org/W3011054994","https://openalex.org/W3011219694","https://openalex.org/W3011806706","https://openalex.org/W3015091069","https://openalex.org/W3016330511","https://openalex.org/W3016867573","https://openalex.org/W3018354635","https://openalex.org/W3024060518","https://openalex.org/W3027748857","https://openalex.org/W3033984276","https://openalex.org/W3112517018","https://openalex.org/W3143185569","https://openalex.org/W3170906649","https://openalex.org/W3202358583","https://openalex.org/W4242290573","https://openalex.org/W4248824858"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W3201374820","https://openalex.org/W2331775400","https://openalex.org/W3182450527","https://openalex.org/W2768832457","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2951560737"],"abstract_inverted_index":{"Stakeholder":[0],"engagement":[1],"is":[2],"a":[3,105,113,121],"key":[4],"aspect":[5],"for":[6,96,137],"the":[7,52,75,94,101,125],"successful":[8],"implementation":[9,139],"of":[10,54,103,115,124],"Learning":[11],"Analytics":[12],"(LA)":[13],"in":[14,20,51,69,78,81,140],"Higher":[15],"Education":[16],"Institutions":[17],"(HEIs).":[18],"Studies":[19],"Europe":[21,90],"and":[22,30,46,91,99,129],"Latin":[23],"America":[24],"(LATAM)":[25],"indicate":[26],"that,":[27],"overall,":[28],"instructors":[29],"students":[31],"have":[32],"positive":[33],"views":[34,66],"on":[35,67,117],"LA":[36,68,138],"adoption,":[37],"but":[38],"there":[39],"are":[40],"differences":[41],"between":[42,127],"their":[43,55],"ideal":[44,128],"expectations":[45,119],"what":[47],"they":[48],"consider":[49],"realistic":[50],"context":[53],"institutions.":[56],"So":[57],"far,":[58],"very":[59],"little":[60],"has":[61],"been":[62],"found":[63,86],"about":[64],"stakeholders\u2019":[65],"Brazilian":[70,83],"higher":[71],"education.":[72],"By":[73],"replicating":[74],"survey":[76],"conducted":[77],"other":[79],"countries,":[80],"seven":[82],"HEIs,":[84],"we":[85],"convergences":[87],"both":[88],"with":[89,120],"LATAM,":[92],"reinforcing":[93],"need":[95],"local":[97],"diagnosis":[98],"indicating":[100],"risk":[102],"assuming":[104],"\u201dLATAM":[106],"identity\u201d.":[107],"Our":[108],"findings":[109],"contribute":[110],"to":[111],"building":[112],"corpus":[114],"knowledge":[116],"stakeholders":[118],"contextualised":[122],"comprehension":[123],"gaps":[126],"predicted":[130],"scenarios,":[131],"which":[132],"can":[133],"inform":[134],"institutional":[135],"policies":[136],"Brazil.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}