{"id":"https://openalex.org/W2916903689","doi":"https://doi.org/10.1145/3287324.3293794","title":"Student Debugging Practices and Their Relationships with Project Outcomes","display_name":"Student Debugging Practices and Their Relationships with Project Outcomes","publication_year":2019,"publication_date":"2019-02-22","ids":{"openalex":"https://openalex.org/W2916903689","doi":"https://doi.org/10.1145/3287324.3293794","mag":"2916903689"},"language":"en","primary_location":{"id":"doi:10.1145/3287324.3293794","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3287324.3293794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 50th ACM Technical Symposium on Computer Science 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/A5084083704","display_name":"Ayaan M. Kazerouni","orcid":"https://orcid.org/0000-0002-6574-1278"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ayaan M. Kazerouni","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068470087","display_name":"Riffat Sabbir Mansur","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riffat Sabbir Mansur","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076981879","display_name":"Stephen H. Edwards","orcid":"https://orcid.org/0000-0002-5162-9314"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen H. Edwards","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012542741","display_name":"Clifford A. Shaffer","orcid":"https://orcid.org/0000-0003-0001-0295"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clifford A. Shaffer","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084083704"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.3392,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64584836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1263","last_page":"1263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"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":0.9955000281333923,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9851999878883362,"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/debugging","display_name":"Debugging","score":0.9629061818122864},{"id":"https://openalex.org/keywords/debugger","display_name":"Debugger","score":0.9443912506103516},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.7275658249855042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7139918804168701},{"id":"https://openalex.org/keywords/algorithmic-program-debugging","display_name":"Algorithmic program debugging","score":0.6514507532119751},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5997360348701477},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5738474726676941},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.5416072607040405},{"id":"https://openalex.org/keywords/statement","display_name":"Statement (logic)","score":0.4838182330131531},{"id":"https://openalex.org/keywords/nexus","display_name":"Nexus (standard)","score":0.4228353500366211},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42031145095825195},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2797316312789917},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18331560492515564}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.9629061818122864},{"id":"https://openalex.org/C2778485113","wikidata":"https://www.wikidata.org/wiki/Q193231","display_name":"Debugger","level":3,"score":0.9443912506103516},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.7275658249855042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7139918804168701},{"id":"https://openalex.org/C136388014","wikidata":"https://www.wikidata.org/wiki/Q17084976","display_name":"Algorithmic program debugging","level":3,"score":0.6514507532119751},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5997360348701477},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5738474726676941},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.5416072607040405},{"id":"https://openalex.org/C2777026412","wikidata":"https://www.wikidata.org/wiki/Q2684591","display_name":"Statement (logic)","level":2,"score":0.4838182330131531},{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.4228353500366211},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42031145095825195},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2797316312789917},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18331560492515564},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3287324.3293794","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3287324.3293794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 50th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G276526537","display_name":null,"funder_award_id":"DUE-1245334","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4387146963","https://openalex.org/W2801084903","https://openalex.org/W2899875271","https://openalex.org/W4320152591","https://openalex.org/W4384377074","https://openalex.org/W564953056","https://openalex.org/W645308258","https://openalex.org/W1606209748","https://openalex.org/W2117261969","https://openalex.org/W2045467460"],"abstract_inverted_index":{"Debugging":[0],"is":[1],"an":[2,58,213],"important":[3],"part":[4],"of":[5,155],"the":[6,13,111,144,161,199,207,221,240],"software":[7,17],"development":[8],"process,":[9],"studied":[10],"by":[11,80],"both":[12],"CS":[14],"education":[15],"and":[16,47,95,170,236],"engineering":[18],"communities.":[19],"Most":[20],"prior":[21],"work":[22],"has":[23],"focused":[24],"either":[25],"on":[26,45,69,198],"novice":[27],"or":[28,127],"professional":[29],"programmers.":[30],"Intermediate-to-advanced":[31],"students":[32,109,180],"(such":[33],"as":[34],"those":[35],"enrolled":[36],"in":[37,115,143,206,220,246],"post-CS2":[38],"Data":[39],"Structures":[40],"courses)":[41],"who":[42],"are":[43,90],"working":[44],"large":[46,71],"complex":[48],"projects":[49],"have":[50,152],"largely":[51],"been":[52],"ignored.":[53],"We":[54,151,211,224],"present":[55],"results":[56],"from":[57],"empirical":[59],"observational":[60],"study":[61],"that":[62,88,96,147,178,226],"examined":[63],"junior-level":[64],"undergraduate":[65],"students'":[66,222],"debugging":[67,92,132,137,148,202],"practices":[68],"relatively":[70],"(4-week":[72],"lifecycle)":[73],"projects,":[74],"using":[75,160],"IDE":[76],"clickstream":[77],"data":[78],"collected":[79],"a":[81,131,136,153,165],"custom":[82],"Eclipse":[83],"plugin.":[84],"Specifically,":[85],"we":[86],"hypothesize":[87],"there":[89,163],"differing":[91,97,101],"behaviors":[93,98],"exhibited,":[94],"lead":[99],"to":[100,188,195,215],"project":[102,145,200,209],"out-comes.":[103],"For":[104],"example,":[105],"how":[106,119],"often":[107,120],"do":[108,121],"use":[110,123],"symbolic":[112,241],"debugger":[113],"available":[114],"modern":[116],"IDEs,":[117],"versus":[118,173],"they":[122,186],"diagnostic":[124,217,233],"print":[125,218,234],"statements,":[126],"both?":[128],"What":[129,134],"triggers":[130],"session?":[133,138],"follows":[135],"Does":[139],"it":[140],"matter":[141],"when":[142,179,201],"lifecycle":[146],"takes":[149,203],"place?":[150],"number":[154],"interesting":[156],"preliminary":[157],"results.":[158],"When":[159],"debugger,":[162,242],"was":[164],"negative":[166],"relationship":[167],"between":[168],"step-over":[169],"step-into":[171],"actions":[172],"final":[174],"course":[175],"grades,":[176],"indicating":[177],"\"spin":[181],"their":[182],"wheels\"":[183],"while":[184],"debugging,":[185],"tend":[187,194],"perform":[189,196],"more":[190],"poorly.":[191],"Students":[192],"also":[193],"better":[197],"place":[204],"earlier":[205],"overall":[208],"life-cycle.":[210],"developed":[212],"algorithm":[214],"identify":[216],"statements":[219],"projects.":[223],"found":[225],"over":[227],"90%":[228],"used":[229,239],"at":[230,243],"least":[231,244],"one":[232],"statement,":[235],"about":[237],"75%":[238],"once":[245],"any":[247],"given":[248],"project.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
