{"id":"https://openalex.org/W4407951528","doi":"https://doi.org/10.1109/fie61694.2024.10893012","title":"WIP: Exploratory Learning Before Instruction on Python Error Messages: Looking Beyond the Learning Outcomes","display_name":"WIP: Exploratory Learning Before Instruction on Python Error Messages: Looking Beyond the Learning Outcomes","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407951528","doi":"https://doi.org/10.1109/fie61694.2024.10893012"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10893012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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/A5087435989","display_name":"Marci S. DeCaro","orcid":"https://orcid.org/0000-0001-6753-0725"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marci S. DeCaro","raw_affiliation_strings":["University of Louisville,Department of Psychological and Brain Sciences,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Psychological and Brain Sciences,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080735111","display_name":"Angela Thompson","orcid":"https://orcid.org/0000-0002-7605-7690"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angela Thompson","raw_affiliation_strings":["University of Louisville,Department of Engineering Fundamentals,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Engineering Fundamentals,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115701157","display_name":"Lianda Veli\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lianda Veli\u0107","raw_affiliation_strings":["University of Louisville,Department of Psychological and Brain Sciences,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Psychological and Brain Sciences,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110823529","display_name":"Cenetria Crockett","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cenetria Crockett","raw_affiliation_strings":["University of Louisville,Department of Anthropology,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Anthropology,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079061627","display_name":"Campbell R. Bego","orcid":"https://orcid.org/0000-0002-8125-3178"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Campbell Bego","raw_affiliation_strings":["University of Louisville,Department of Engineering Fundamentals,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Engineering Fundamentals,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087435989"],"corresponding_institution_ids":["https://openalex.org/I142740786"],"apc_list":null,"apc_paid":null,"fwci":0.4301,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76897401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9653000235557556,"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":0.9653000235557556,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.921999990940094,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/python","display_name":"Python (programming language)","score":0.8019769191741943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7636457681655884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39538654685020447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3458406329154968},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.26098519563674927}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8019769191741943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7636457681655884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39538654685020447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3458406329154968},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.26098519563674927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10893012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W566765674","https://openalex.org/W1969880007","https://openalex.org/W1976637107","https://openalex.org/W1986642264","https://openalex.org/W2022837716","https://openalex.org/W2029700986","https://openalex.org/W2033225364","https://openalex.org/W2080548691","https://openalex.org/W2081811286","https://openalex.org/W2085022598","https://openalex.org/W2105183171","https://openalex.org/W2108617939","https://openalex.org/W2109475526","https://openalex.org/W2126664319","https://openalex.org/W2139204978","https://openalex.org/W2325636616","https://openalex.org/W2495004645","https://openalex.org/W2766436289","https://openalex.org/W2792831980","https://openalex.org/W2810423422","https://openalex.org/W2914981579","https://openalex.org/W2947028005","https://openalex.org/W2966515511","https://openalex.org/W3039934809","https://openalex.org/W4241819366","https://openalex.org/W4390621727","https://openalex.org/W6740723495","https://openalex.org/W6854956440"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"This":[0],"research":[1,5],"work":[2],"in":[3,66,77,152,173,186,222],"progress":[4],"paper":[6],"examines":[7],"student":[8],"perceptions":[9,117],"after":[10],"completing":[11],"an":[12,19],"exploratory":[13,24],"learning":[14,25,41,138,201],"lesson":[15],"before":[16,42,197],"instruction":[17,43,100,198,216],"on":[18],"introductory":[20],"programming":[21],"concept.":[22],"During":[23],"activities,":[26],"students":[27,46,86,98,110],"explore":[28],"a":[29,67,88,112],"novel":[30],"concept":[31],"prior":[32,48,91,101,145],"to":[33,61,92,102,114,156,160],"instruction-the":[34],"reverse":[35],"of":[36,52,79,118,163],"typical":[37],"instruct-then-practice":[38],"methods.":[39],"Exploratory":[40],"can":[44],"help":[45],"activate":[47],"knowledge,":[49],"become":[50],"aware":[51],"their":[53,116],"knowledge":[54,128,169],"gaps,":[55],"and":[56,108,168,182,202,205],"discern":[57],"important":[58],"problem":[59],"features":[60],"improve":[62],"conceptual":[63],"understanding.":[64],"Students":[65],"first-year":[68],"engineering":[69],"course":[70],"(N=402)":[71],"learned":[72],"about":[73],"Python":[74],"error":[75],"messages":[76],"one":[78],"two":[80,142],"conditions.":[81,143],"In":[82,94,144],"the":[83,95,103,106,119,141,153,161,174,178,187,208,215],"explore-first":[84,157,175,188],"condition,":[85,97,158],"completed":[87,111],"collaborative":[89],"activity":[90,107,209],"instruction.":[93],"instruct-first":[96,154,179],"received":[99],"activity.":[104],"Following":[105],"instruction,":[109],"survey":[113],"assess":[115],"activities.":[120],"Survey":[121],"items":[122],"(e.g.":[123],"cognitive":[124],"load,":[125],"self-efficacy,":[126],"belonging,":[127],"gaps)":[129],"were":[130,171,184,194],"chosen":[131],"as":[132],"potential":[133],"factors":[134],"that":[135],"could":[136],"explain":[137],"outcomes":[139],"between":[140],"work,":[146],"we":[147],"found":[148],"higher":[149,172],"posttest":[150],"scores":[151],"compared":[155],"contrary":[159],"majority":[162],"previous":[164],"studies.":[165],"Cognitive":[166],"load":[167],"gaps":[170,221],"condition":[176],"than":[177],"condition.":[180,189],"Self-efficacy":[181],"competence":[183,206],"lower":[185],"No":[190],"other":[191],"significant":[192],"differences":[193],"found.":[195],"Exploring":[196],"might":[199],"disrupt":[200],"perceived":[203],"efficacy":[204],"if":[207,214],"is":[210],"too":[211],"challenging,":[212],"or":[213],"does":[217],"not":[218],"fully":[219],"resolve":[220],"students'":[223],"knowledge.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}