{"id":"https://openalex.org/W2945172560","doi":"https://doi.org/10.1145/3314994.3325090","title":"A Mixed-Methods Study of Novice Programmer Interaction with Python Error Messages","display_name":"A Mixed-Methods Study of Novice Programmer Interaction with Python Error Messages","publication_year":2019,"publication_date":"2019-05-03","ids":{"openalex":"https://openalex.org/W2945172560","doi":"https://doi.org/10.1145/3314994.3325090","mag":"2945172560"},"language":"en","primary_location":{"id":"doi:10.1145/3314994.3325090","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3314994.3325090","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Western Canadian Conference on Computing Education","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/A5037158834","display_name":"Rachel D'souza","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Rachel D'souza","raw_affiliation_strings":["Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011204162","display_name":"Mahima Bhayana","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mahima Bhayana","raw_affiliation_strings":["Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076561791","display_name":"Marzieh Ahmadzadeh","orcid":"https://orcid.org/0000-0002-5653-6117"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marzieh Ahmadzadeh","raw_affiliation_strings":["Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018644467","display_name":"Brian Harrington","orcid":"https://orcid.org/0000-0002-0734-9630"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Brian Harrington","raw_affiliation_strings":["Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer and Mathematical Sciences, University of Toronto Scarborough","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037158834"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":1.2037,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82575316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9991999864578247,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9991999864578247,"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/T10260","display_name":"Software Engineering Research","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9958000183105469,"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/programmer","display_name":"Programmer","score":0.8451781272888184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7748879790306091},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7381831407546997},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7357643842697144},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6641541123390198},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.5891883373260498},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5626972913742065},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.5229721069335938},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4090508818626404},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.327606737613678},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3267921805381775},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.292949378490448},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2438817322254181},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17361843585968018},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1226356029510498}],"concepts":[{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.8451781272888184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7748879790306091},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7381831407546997},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7357643842697144},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6641541123390198},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.5891883373260498},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5626972913742065},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.5229721069335938},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4090508818626404},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.327606737613678},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3267921805381775},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.292949378490448},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2438817322254181},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17361843585968018},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1226356029510498},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3314994.3325090","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3314994.3325090","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Western Canadian Conference on Computing Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1992007857","https://openalex.org/W2032191478","https://openalex.org/W2050390685","https://openalex.org/W2050968492","https://openalex.org/W2296095100","https://openalex.org/W2604953184","https://openalex.org/W2617813225","https://openalex.org/W2747427841","https://openalex.org/W2791302163","https://openalex.org/W2916351062","https://openalex.org/W2999906277"],"related_works":["https://openalex.org/W2379153735","https://openalex.org/W4321442002","https://openalex.org/W2046172023","https://openalex.org/W2972896947","https://openalex.org/W2015265939","https://openalex.org/W2284072287","https://openalex.org/W2168928134","https://openalex.org/W2112040168","https://openalex.org/W4241972157","https://openalex.org/W4242556954"],"abstract_inverted_index":{"The":[0,99,127],"ability":[1],"to":[2,8,38,89,102,131],"interpret":[3],"error":[4,26,55,113,138,150],"messages":[5,27,56,75,114,151],"in":[6,68,107],"order":[7],"find":[9],"and":[10,35,42,124,146,152],"fix":[11],"bugs":[12],"is":[13,50,76],"an":[14],"essential":[15],"skill":[16],"for":[17,47],"novice":[18,62],"programmers.":[19],"Unfortunately,":[20],"the":[21,30,51,65,94,109,135],"technical":[22],"language":[23],"of":[24,32,40,53,73,96,111,144],"most":[25],"can":[28,36],"hinder":[29],"progress":[31],"CS1":[33,91],"students":[34],"lead":[37],"feelings":[39],"confusion":[41],"frustration.":[43],"A":[44],"potential":[45],"intervention":[46],"CS":[48,69],"educators":[49],"use":[52],"enhanced":[54,112],"that":[57],"utilise":[58],"natural-language":[59],"geared":[60],"towards":[61,149],"learners,":[63],"but":[64,140],"current":[66],"discourse":[67],"Education":[70],"regarding":[71],"benefits":[72],"such":[74],"inconclusive.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81],"describe":[82],"a":[83,90],"planned,":[84],"semi-controlled":[85],"experiment":[86],"running":[87],"parallel":[88],"course":[92],"at":[93],"University":[95],"Toronto":[97],"Scarborough.":[98],"study":[100],"aims":[101],"build":[103],"upon":[104],"existing":[105],"work":[106],"quantifying":[108],"effects":[110,136],"by":[115],"incorporating":[116],"additional":[117,128],"quantitative":[118],"metrics,":[119],"usability":[120],"surveys,":[121],"student":[122,141],"feedback,":[123],"semi-structured":[125],"interviews.":[126],"methods":[129],"serve":[130],"measure":[132],"not":[133],"only":[134],"on":[137],"recovery,":[139],"satisfaction,":[142],"sense":[143],"frustration":[145],"overall":[147],"attitude":[148],"debugging.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
