{"id":"https://openalex.org/W2986199874","doi":"https://doi.org/10.1145/3362789.3362913","title":"Learning Analytics in Ecuador: An Initial Analysis based in a Mapping Review","display_name":"Learning Analytics in Ecuador: An Initial Analysis based in a Mapping Review","publication_year":2019,"publication_date":"2019-10-16","ids":{"openalex":"https://openalex.org/W2986199874","doi":"https://doi.org/10.1145/3362789.3362913","mag":"2986199874"},"language":"en","primary_location":{"id":"doi:10.1145/3362789.3362913","doi":"https://doi.org/10.1145/3362789.3362913","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3362789.3362913","pdf_url":null,"source":{"id":"https://openalex.org/S4363608200","display_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10366/140550","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035685657","display_name":"Rub\u00e9n A. Pazmi\u00f1o-Maji","orcid":"https://orcid.org/0000-0002-6811-7876","observed_orcids":["https://orcid.org/0000-0002-6811-7876"]},"institutions":[{"id":"https://openalex.org/I4210137344","display_name":"Escuela Superior Polit\u00e9cnica de Chimborazo","ror":"https://ror.org/02zyw2q61","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210137344"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Rub\u00e9n Pazmi\u00f1o-Maji","raw_affiliation_strings":["CIDED Research Group, Escuela Superior Polit\u00e9cnica de Chimborazo, Riobamba, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIDED Research Group, Escuela Superior Polit\u00e9cnica de Chimborazo, Riobamba, Ecuador","institution_ids":["https://openalex.org/I4210137344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113259442","display_name":"Laura Susana Naranjo Ordo\u00f1ez","orcid":"https://orcid.org/0000-0002-3534-0545","observed_orcids":["https://orcid.org/0000-0002-3534-0545"]},"institutions":[{"id":"https://openalex.org/I4210137344","display_name":"Escuela Superior Polit\u00e9cnica de Chimborazo","ror":"https://ror.org/02zyw2q61","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210137344"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Laura Naranjo-Ordo\u00f1ez","raw_affiliation_strings":["CIDED Research Group, Escuela Superior Polit\u00e9cnica de Chimborazo, Riobamba, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIDED Research Group, Escuela Superior Polit\u00e9cnica de Chimborazo, Riobamba, Ecuador","institution_ids":["https://openalex.org/I4210137344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036574330","display_name":"Miguel \u00c1. Conde","orcid":"https://orcid.org/0000-0001-5881-7775","observed_orcids":["https://orcid.org/0000-0001-5881-7775"]},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Conde-Gonz\u00e1lez","raw_affiliation_strings":["Department of Mechanical, Computer Science and Aerospace Engineering, University of Le\u00f3n, Le\u00f3n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical, Computer Science and Aerospace Engineering, University of Le\u00f3n, Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050368394","display_name":"Francisco Jos\u00e9 Garc\u00eda\u2010Pe\u00f1alvo","orcid":"https://orcid.org/0000-0001-9987-5584","observed_orcids":["https://orcid.org/0000-0001-9987-5584"]},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I4392021127","display_name":"Instituto Universitario de Ciencias de la Educaci\u00f3n","ror":"https://ror.org/00xnj6419","country_code":"ES","type":"facility","lineage":["https://openalex.org/I184999862","https://openalex.org/I4392021127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Garc\u00eda-Pe\u00f1alvo","raw_affiliation_strings":["GRIAL Research Group, Research Institute for Educational Sciences, University of Salamanca, Salamanca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GRIAL Research Group, Research Institute for Educational Sciences, University of Salamanca, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4392021127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2592,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.37027206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"304","last_page":"311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9976000189781189,"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":0.9976000189781189,"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"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/T13676","display_name":"Educational and Technological Research","score":9.999999747378752e-05,"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/learning-analytics","display_name":"learning analytics","score":0.9819999933242798},{"id":"https://openalex.org/keywords/research-trends","display_name":"research trends","score":0.6520000100135803},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.7250000238418579},{"id":"https://openalex.org/keywords/research-output","display_name":"research output","score":0.4819999933242798},{"id":"https://openalex.org/keywords/systematic-mapping-study","display_name":"systematic mapping","score":0.6539999842643738},{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.6129999756813049},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"bibliometric analysis","score":0.5490000247955322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6479209065437317},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.49480384588241577},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40355491638183594}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3362789.3362913","doi":"https://doi.org/10.1145/3362789.3362913","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3362789.3362913","pdf_url":null,"source":{"id":"https://openalex.org/S4363608200","display_name":"Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality","raw_type":"proceedings-article"},{"id":"pmh:oai:gredos.usal.es:10366/140550","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10366/140550","pdf_url":null,"source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:hispana.mcu.es:62620160","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10366/140550","pdf_url":null,"source":{"id":"https://openalex.org/S4377196108","display_name":"Hispana","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dnet:gredos______::2755e74bcbfff46b1dda1a11fe50e53c","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10366/140550","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:gredos.usal.es:10366/140550","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10366/140550","pdf_url":null,"source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.9235000014305115}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1966756094","https://openalex.org/W2012731075","https://openalex.org/W2344973916","https://openalex.org/W2528720667","https://openalex.org/W2562731097","https://openalex.org/W2586509656","https://openalex.org/W2592583774","https://openalex.org/W2612764117","https://openalex.org/W2959133744","https://openalex.org/W3009286079","https://openalex.org/W3121513383","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3118261217","https://openalex.org/W2979483684","https://openalex.org/W3018354635","https://openalex.org/W3097895964","https://openalex.org/W2772623190","https://openalex.org/W7124150702","https://openalex.org/W2588044829","https://openalex.org/W7222916279","https://openalex.org/W3024060518","https://openalex.org/W7212461694"],"abstract_inverted_index":{"Learning":[0,22,57,70,90,110,155],"Analytics":[1,23,58,71,91,111],"allows":[2],"to":[3,21,81],"describe,":[4],"diagnose,":[5],"predict":[6],"and":[7,41,59,118,125,133,151],"prescribe":[8],"learning,":[9],"especially":[10],"in":[11,26,44,56,73,89,114,145,149,152,154],"Higher":[12],"Education.":[13],"Two":[14],"thousand":[15],"eight":[16],"hundred":[17],"fifty-three":[18],"papers":[19],"related":[20],"are":[24],"stored":[25],"the":[27,34,39,61,66,142],"Scopus":[28],"bibliography":[29],"database":[30],"from":[31,100],"2014":[32,101],"until":[33,102],"middle":[35],"of":[36,47,54,69],"2019,":[37],"evidencing":[38],"importance":[40],"increasing":[42],"interest":[43],"this":[45],"line":[46],"research.":[48],"This":[49,75,95],"research":[50,72,76,84],"discovers":[51],"specific":[52],"characteristics":[53],"investigations":[55],"answers":[60],"general":[62,150],"question:":[63],"What":[64],"is":[65,139],"actual":[67],"state":[68],"Ecuador?":[74],"uses":[77],"a":[78,147],"systematic":[79],"mapping":[80],"answer":[82],"four":[83],"questions":[85],"about":[86,109],"indexed":[87],"production":[88],"by":[92,141],"Ecuadorian":[93],"authors.":[94],"study":[96],"has":[97],"been":[98],"done":[99],"June":[103],"2019":[104],"(11":[105],"semesters).":[106],"Eighty-six":[107],"articles":[108],"were":[112,122],"found":[113],"RRAAE,":[115],"Scopus,":[116],"WOS":[117],"IEEE.":[119],"Sixty-eight":[120],"reports":[121],"downloaded,":[123],"arranged":[124],"analysed":[126],"after":[127],"removing":[128],"duplicates,":[129],"applying":[130],"inclusion,":[131],"exclusion":[132],"quality":[134],"criteria.":[135],"The":[136],"methodology":[137],"used":[138],"replicable":[140],"researchers":[143],"interested":[144],"establishing":[146],"baseline":[148],"particular":[153],"Analytics.":[156]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2019-11-22T00:00:00"}