{"id":"https://openalex.org/W4392564858","doi":"https://doi.org/10.1145/3626252.3630915","title":"Recognizing Patterns in Productive Failure","display_name":"Recognizing Patterns in Productive Failure","publication_year":2024,"publication_date":"2024-03-07","ids":{"openalex":"https://openalex.org/W4392564858","doi":"https://doi.org/10.1145/3626252.3630915"},"language":"en","primary_location":{"id":"doi:10.1145/3626252.3630915","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626252.3630915","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626252.3630915","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3626252.3630915","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091607620","display_name":"Phil Steinhorst","orcid":"https://orcid.org/0000-0001-6961-1342"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Phil Steinhorst","raw_affiliation_strings":["Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6961-1342","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005045460","display_name":"Christof Duhme","orcid":"https://orcid.org/0009-0004-1853-2862"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christof Duhme","raw_affiliation_strings":["Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0009-0004-1853-2862","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022183918","display_name":"Xiaoyi Jiang","orcid":"https://orcid.org/0000-0001-7678-9528"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiaoyi Jiang","raw_affiliation_strings":["Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7678-9528","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015424474","display_name":"Jan Vahrenhold","orcid":"https://orcid.org/0000-0001-8708-4814"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Vahrenhold","raw_affiliation_strings":["Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8708-4814","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":null,"apc_paid":null,"fwci":0.4838,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5628866,"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":"1293","last_page":"1299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9944999814033508,"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":0.9944999814033508,"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/T14308","display_name":"Psychological and Educational Research Studies","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9894000291824341,"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/context","display_name":"Context (archaeology)","score":0.7275839447975159},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.6830245852470398},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5880535244941711},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.572253406047821},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5027596950531006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46382513642311096},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3428686559200287},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2986859083175659}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7275839447975159},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6830245852470398},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5880535244941711},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.572253406047821},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5027596950531006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46382513642311096},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3428686559200287},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2986859083175659},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626252.3630915","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626252.3630915","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626252.3630915","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3626252.3630915","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626252.3630915","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626252.3630915","source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322957","display_name":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster","ror":"https://ror.org/00pd74e08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392564858.pdf","grobid_xml":"https://content.openalex.org/works/W4392564858.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W388933039","https://openalex.org/W566765674","https://openalex.org/W608574129","https://openalex.org/W1986642264","https://openalex.org/W2028836635","https://openalex.org/W2048910942","https://openalex.org/W2080548691","https://openalex.org/W2115629999","https://openalex.org/W2135234238","https://openalex.org/W2143991504","https://openalex.org/W2164777277","https://openalex.org/W2315567559","https://openalex.org/W2506893085","https://openalex.org/W2552743304","https://openalex.org/W3036182870","https://openalex.org/W3174759423","https://openalex.org/W3191407864","https://openalex.org/W3194717617","https://openalex.org/W4245000930","https://openalex.org/W4385379370","https://openalex.org/W4386585044"],"related_works":["https://openalex.org/W2900068172","https://openalex.org/W2238030311","https://openalex.org/W1982842519","https://openalex.org/W2166644286","https://openalex.org/W2590898204","https://openalex.org/W2090248941","https://openalex.org/W2087256839","https://openalex.org/W3184899481","https://openalex.org/W1980499676","https://openalex.org/W4285021130"],"abstract_inverted_index":{"Productive":[0,23,89,103,138,186],"Failure":[1,24,104,139,187],"is":[2,18],"a":[3,34,102,107,117,137,147,183,193],"variant":[4],"of":[5,12,22,36,40,59,80,88,95,134,144,157,169,175,196,214,234],"problem-based":[6],"learning":[7],"in":[8,46,54,65,72,136,146,182,228],"which":[9,81],"the":[10,13,78,86,113,131,142,161,166,170,199,203,212,224,229,235],"order":[11],"instruction":[14,215],"and":[15,100,238,246],"problem-solving":[16,132,200],"phase":[17],"reversed.":[19],"The":[20,38,173],"effectiveness":[21,62],"with":[25,141,221],"respect":[26,222],"to":[27,123,191,223],"conceptual":[28],"knowledge":[29],"has":[30,76],"been":[31],"demonstrated":[32],"through":[33],"number":[35],"studies.":[37],"majority":[39],"these":[41],"studies,":[42],"however,":[43],"took":[44],"place":[45],"secondary":[47],"Mathematics":[48],"classrooms,":[49],"whereas":[50],"other":[51,66],"studies":[52,245],"resulting":[53],"less":[55],"or":[56,71,84],"no":[57],"support":[58,83],"such":[60,96],"an":[61,126],"were":[63],"contextualized":[64],"disciplines,":[67],"including":[68],"Computer":[69],"Science,":[70],"tertiary":[73,118],"education.":[74],"This":[75],"raised":[77],"question":[79],"conditions":[82],"hamper":[85],"use":[87],"Failure.":[90],"To":[91],"deepen":[92],"our":[93,176,206],"understanding":[94],"conditions,":[97],"we":[98,129,154],"designed":[99],"executed":[101],"intervention":[105,114],"for":[106,241],"Pattern":[108],"Recognition":[109],"course,":[110],"thus":[111],"shifting":[112],"context":[115],"into":[116],"setting":[119,140,237],"while":[120],"maintaining":[121],"proximity":[122],"Mathematics.":[124],"In":[125],"experimental":[127],"study,":[128],"compared":[130],"progression":[133,143],"students":[135,145],"traditional":[148],"Direct":[149],"Instruction":[150],"setting.":[151],"For":[152],"this,":[153],"analyzed":[155],"patterns":[156],"discourse":[158],"arising":[159],"among":[160],"participants":[162],"as":[163,165],"well":[164],"longer-term":[167],"retention":[168],"concepts":[171],"addressed.":[172],"results":[174],"qualitative":[177],"analysis":[178],"suggest":[179],"that,":[180],"even":[181],"short":[184],"intervention,":[185],"can":[188],"be":[189],"used":[190],"elicit":[192],"distinct":[194],"pattern":[195],"progressing":[197],"though":[198],"process.":[201],"At":[202],"same":[204],"time,":[205],"study":[207,236],"confirmed":[208],"previous":[209],"findings":[210],"that":[211],"mode":[213],"does":[216],"not":[217],"affect":[218],"exam":[219],"performance":[220],"specific":[225],"topics":[226],"addressed":[227],"intervention.":[230],"We":[231],"discuss":[232],"limitations":[233],"possible":[239],"implications":[240],"designing":[242],"future":[243],"research":[244],"teaching":[247],"interventions.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}