{"id":"https://openalex.org/W2917163200","doi":"https://doi.org/10.1145/3287324.3287333","title":"Rethinking Debugging as Productive Failure for CS Education","display_name":"Rethinking Debugging as Productive Failure for CS Education","publication_year":2019,"publication_date":"2019-02-22","ids":{"openalex":"https://openalex.org/W2917163200","doi":"https://doi.org/10.1145/3287324.3287333","mag":"2917163200"},"language":"en","primary_location":{"id":"doi:10.1145/3287324.3287333","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3287324.3287333","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":"conference-paper","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/A5079680969","display_name":"Yasmin B. Kafai","orcid":"https://orcid.org/0000-0003-4018-0491"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yasmin B. Kafai","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061115341","display_name":"David DeLiema","orcid":"https://orcid.org/0000-0002-2014-0313"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David DeLiema","raw_affiliation_strings":["University of California, Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080237399","display_name":"Deborah A. Fields","orcid":"https://orcid.org/0000-0003-1627-9512"},"institutions":[{"id":"https://openalex.org/I121980950","display_name":"Utah State University","ror":"https://ror.org/00h6set76","country_code":"US","type":"education","lineage":["https://openalex.org/I121980950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deborah A. Fields","raw_affiliation_strings":["Utah State University, Logan, UT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Utah State University, Logan, UT, USA","institution_ids":["https://openalex.org/I121980950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077660199","display_name":"Gary Lewandowski","orcid":"https://orcid.org/0000-0002-6432-2346"},"institutions":[{"id":"https://openalex.org/I194120229","display_name":"Xavier University","ror":"https://ror.org/00f266q65","country_code":"US","type":"education","lineage":["https://openalex.org/I194120229"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gary Lewandowski","raw_affiliation_strings":["Xavier University, Cincinnati, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xavier University, Cincinnati, OH, USA","institution_ids":["https://openalex.org/I194120229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065608156","display_name":"Colleen M. Lewis","orcid":"https://orcid.org/0000-0001-7339-5961"},"institutions":[{"id":"https://openalex.org/I133543626","display_name":"Harvey Mudd College","ror":"https://ror.org/025ecfn45","country_code":"US","type":"education","lineage":["https://openalex.org/I133543626"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colleen Lewis","raw_affiliation_strings":["Harvey Mudd College, Claremont, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvey Mudd College, Claremont, CA, USA","institution_ids":["https://openalex.org/I133543626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9772999882698059,"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/T10731","display_name":"Educational Games and Gamification","score":0.9750000238418579,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.9713824987411499},{"id":"https://openalex.org/keywords/algorithmic-program-debugging","display_name":"Algorithmic program debugging","score":0.7060966491699219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6856138706207275},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.6539385914802551},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5715947151184082},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4300232231616974},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3203715980052948},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28330790996551514},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20619994401931763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15816891193389893},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09967625141143799}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.9713824987411499},{"id":"https://openalex.org/C136388014","wikidata":"https://www.wikidata.org/wiki/Q17084976","display_name":"Algorithmic program debugging","level":3,"score":0.7060966491699219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6856138706207275},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.6539385914802551},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5715947151184082},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4300232231616974},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3203715980052948},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28330790996551514},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20619994401931763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15816891193389893},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09967625141143799},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3287324.3287333","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3287324.3287333","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":[{"id":"https://metadata.un.org/sdg/4","score":0.8799999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W82576189","https://openalex.org/W1574060188","https://openalex.org/W1815090327","https://openalex.org/W2007901903","https://openalex.org/W2066998450","https://openalex.org/W2080548691","https://openalex.org/W2090266317","https://openalex.org/W2325636616","https://openalex.org/W2752337843","https://openalex.org/W3019106094","https://openalex.org/W3136497553"],"related_works":["https://openalex.org/W2119199043","https://openalex.org/W2396596882","https://openalex.org/W2801084903","https://openalex.org/W2377280071","https://openalex.org/W2060682672","https://openalex.org/W2375626968","https://openalex.org/W2098290990","https://openalex.org/W4242908235","https://openalex.org/W1520271518","https://openalex.org/W2294325978"],"abstract_inverted_index":{"Computational":[0],"thinking":[1],"has":[2,15],"become":[3],"the":[4,67],"calling":[5],"card":[6],"for":[7,34,122],"re-introducing":[8],"coding":[9],"into":[10,45],"schools.":[11],"While":[12],"much":[13],"attention":[14],"focused":[16,41],"on":[17,42],"how":[18],"students":[19,81,92,126],"engage":[20,128],"in":[21,48,82,90,95,130],"designing":[22,49],"systems,":[23],"applications,":[24],"and":[25,51,85,106,115,118,125],"other":[26],"computational":[27,35],"artifacts":[28],"as":[29],"a":[30],"measure":[31],"of":[32,71],"success":[33],"thinking,":[36],"far":[37],"fewer":[38],"efforts":[39],"have":[40],"what":[43,103],"goes":[44],"remediating":[46],"problems":[47],"systems":[50],"interactions":[52],"because":[53],"learners":[54],"invariably":[55],"make":[56],"mistakes":[57],"that":[58,73],"need":[59],"fixing-or":[60],"debugging.":[61],"In":[62],"this":[63],"panel,":[64],"we":[65,104],"examine":[66],"often":[68],"overlooked":[69],"practice":[70],"debugging":[72,131],"presents":[74],"significant":[75],"learning":[76],"challenges":[77,87],"(and":[78],"opportunities)":[79],"to":[80,88,93,113,127],"completing":[83],"assignments":[84],"instructional":[86,120],"teachers":[89,124],"helping":[91,123],"succeed":[94],"their":[96],"classrooms.":[97],"The":[98],"panel":[99],"participants":[100],"will":[101],"review":[102],"know":[105,108],"don't":[107],"about":[109],"debugging,":[110,117],"discuss":[111],"ways":[112],"conceptualize":[114],"study":[116],"present":[119],"approaches":[121],"productively":[129],"situations.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}