{"id":"https://openalex.org/W2774580388","doi":"https://doi.org/10.1109/fie.2017.8190465","title":"Learning styles in programming education: A systematic mapping study","display_name":"Learning styles in programming education: A systematic mapping study","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2774580388","doi":"https://doi.org/10.1109/fie.2017.8190465","mag":"2774580388"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2017.8190465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2017.8190465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Frontiers in Education Conference (FIE)","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/A5083624260","display_name":"Mirna Carelli Oliveira Maia","orcid":"https://orcid.org/0000-0003-3032-296X"},"institutions":[{"id":"https://openalex.org/I3018006580","display_name":"Instituto Federal de Educa\u00e7\u00e3o Ci\u00eancia e Tecnologia da Para\u00edba","ror":"https://ror.org/01xc5jm57","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018006580"]},{"id":"https://openalex.org/I4210112416","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Par\u00e1","ror":"https://ror.org/02239nd21","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2801200668","https://openalex.org/I4210112416"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Mirna Carelli Oliveira Maia","raw_affiliation_strings":["Federal Institute of Paraiba, Paraiba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Paraiba, Paraiba, Brazil","institution_ids":["https://openalex.org/I3018006580","https://openalex.org/I4210112416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022016325","display_name":"Dalton Serey","orcid":null},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Dalton Serey","raw_affiliation_strings":["Federal University of Campina Grande, Paraiba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Paraiba, Brazil","institution_ids":["https://openalex.org/I41455075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110459214","display_name":"Jorge Figueiredo","orcid":null},"institutions":[{"id":"https://openalex.org/I41455075","display_name":"Universidade Federal de Campina Grande","ror":"https://ror.org/00eftnx64","country_code":"BR","type":"education","lineage":["https://openalex.org/I41455075"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Figueiredo","raw_affiliation_strings":["Federal University of Campina Grande, Paraiba, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Campina Grande, Paraiba, Brazil","institution_ids":["https://openalex.org/I41455075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083624260"],"corresponding_institution_ids":["https://openalex.org/I3018006580","https://openalex.org/I4210112416"],"apc_list":null,"apc_paid":null,"fwci":1.6248,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84437768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9922999739646912,"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/T10533","display_name":"Teaching and Learning Programming","score":0.983299970626831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.7386269569396973},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.7032538056373596},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.6755940318107605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6486469507217407},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.548283576965332},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5306137204170227},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4686393439769745},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3600509762763977},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33885952830314636},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2840495705604553}],"concepts":[{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.7386269569396973},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.7032538056373596},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.6755940318107605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6486469507217407},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.548283576965332},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5306137204170227},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4686393439769745},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3600509762763977},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33885952830314636},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2840495705604553},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie.2017.8190465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2017.8190465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W4214443","https://openalex.org/W94203212","https://openalex.org/W193373642","https://openalex.org/W1601325832","https://openalex.org/W1783014372","https://openalex.org/W1978458802","https://openalex.org/W1981630018","https://openalex.org/W1984336412","https://openalex.org/W1989338235","https://openalex.org/W2003666633","https://openalex.org/W2008631402","https://openalex.org/W2019925711","https://openalex.org/W2029513438","https://openalex.org/W2046577541","https://openalex.org/W2049654555","https://openalex.org/W2065093431","https://openalex.org/W2080419787","https://openalex.org/W2084769670","https://openalex.org/W2125184508","https://openalex.org/W2130183563","https://openalex.org/W2173900439","https://openalex.org/W2201805096","https://openalex.org/W2287433519","https://openalex.org/W2292887238","https://openalex.org/W2342647852","https://openalex.org/W2488009181","https://openalex.org/W3080950964","https://openalex.org/W4233158039","https://openalex.org/W4285719527","https://openalex.org/W4406620809","https://openalex.org/W6600182073","https://openalex.org/W6607922773","https://openalex.org/W6695743519"],"related_works":["https://openalex.org/W2355862304","https://openalex.org/W2356108042","https://openalex.org/W2030250808","https://openalex.org/W2376796979","https://openalex.org/W2379418341","https://openalex.org/W2380054981","https://openalex.org/W2393110101","https://openalex.org/W2379285345","https://openalex.org/W4239328682","https://openalex.org/W1986304349"],"abstract_inverted_index":{"The":[0,14,33,87],"interest":[1],"on":[2,106,112],"effective":[3],"strategies":[4],"to":[5,18,68,120,137,151,153],"improve":[6,69],"the":[7,12,20,30,48,57,76,92,96,107,154],"learning":[8,31,51,101,110,130],"process":[9],"increased":[10],"over":[11],"years.":[13],"usual":[15],"practice":[16],"is":[17,95],"know":[19],"characteristics":[21,74],"of":[22,50,59,78,100,109,125,156],"a":[23,64,122,134],"student":[24,73,113],"and":[25,42,53],"how":[26,36,54],"those":[27,55,145],"can":[28],"affect":[29,56,133],"style.":[32],"style":[34,131],"describes":[35],"learners":[37],"collect,":[38],"select,":[39],"interpret,":[40],"organize":[41],"store":[43],"information.":[44],"This":[45],"paper":[46],"overviews":[47],"application":[49],"styles":[52,111,146],"teaching":[58,77],"introductory":[60],"programming.":[61,79],"We":[62,127],"performed":[63],"systematic":[65],"mapping":[66],"study":[67],"our":[70,85],"knowledge":[71],"about":[72],"in":[75],"Twenty-one":[80],"papers":[81],"were":[82],"relevant":[83],"for":[84],"research.":[86],"main":[88],"findings":[89],"are:":[90],"i)":[91],"Soloman-Felder":[93],"Index":[94],"most":[97],"used":[98],"model":[99],"style;":[102],"ii)":[103],"studies":[104],"focus":[105],"effects":[108],"performance;":[114],"iii)":[115],"instructors":[116],"apply":[117],"active":[118],"approaches":[119],"motivate":[121],"different":[123],"kind":[124],"learners.":[126],"conclude":[128],"that":[129],"does":[132],"student's":[135],"ability":[136],"learn.":[138],"For":[139],"this":[140],"reason,":[141],"teachers":[142],"should":[143],"incorporate":[144],"into":[147],"their":[148],"pedagogical":[149],"material":[150],"cater":[152],"majority":[155],"students":[157],"needs.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}