{"id":"https://openalex.org/W4382654247","doi":"https://doi.org/10.1145/3587102.3588844","title":"Teaching CS1 with a Mastery Learning Framework: Impact on Students' Learning and Engagement","display_name":"Teaching CS1 with a Mastery Learning Framework: Impact on Students' Learning and Engagement","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4382654247","doi":"https://doi.org/10.1145/3587102.3588844"},"language":"en","primary_location":{"id":"doi:10.1145/3587102.3588844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3587102.3588844","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1","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/A5055950397","display_name":"Giulia Toti","orcid":"https://orcid.org/0000-0001-5731-9520"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Giulia Toti","raw_affiliation_strings":["University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5731-9520","affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055426585","display_name":"Guoning Chen","orcid":"https://orcid.org/0000-0003-0581-6415"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guoning Chen","raw_affiliation_strings":["University of Houston, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-0581-6415","affiliations":[{"raw_affiliation_string":"University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102857674","display_name":"Sebastian Gonzalez","orcid":"https://orcid.org/0009-0005-8775-7501"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sebastian Gonzalez","raw_affiliation_strings":["University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0009-0005-8775-7501","affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"540","last_page":"546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9986000061035156,"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":0.9986000061035156,"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/T11526","display_name":"Innovative Teaching Methods","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mastery-learning","display_name":"Mastery learning","score":0.6979135870933533},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6856634020805359},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.6830834746360779},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.517910897731781},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.46953901648521423},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.4597715139389038},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37078791856765747}],"concepts":[{"id":"https://openalex.org/C2776933062","wikidata":"https://www.wikidata.org/wiki/Q861413","display_name":"Mastery learning","level":2,"score":0.6979135870933533},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6856634020805359},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.6830834746360779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.517910897731781},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.46953901648521423},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.4597715139389038},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37078791856765747},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3587102.3588844","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3587102.3588844","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1503521342","https://openalex.org/W2042861142","https://openalex.org/W2078757839","https://openalex.org/W2088087523","https://openalex.org/W2090017607","https://openalex.org/W2098230196","https://openalex.org/W2152633549","https://openalex.org/W2582370239","https://openalex.org/W2615974185","https://openalex.org/W2907871825","https://openalex.org/W2914184225","https://openalex.org/W2916399184","https://openalex.org/W2921896211","https://openalex.org/W2955788406","https://openalex.org/W2973167335","https://openalex.org/W3004009200","https://openalex.org/W3009742851","https://openalex.org/W3176309627","https://openalex.org/W4223591709","https://openalex.org/W4233109767","https://openalex.org/W4234536783","https://openalex.org/W4235399758","https://openalex.org/W6674772789"],"related_works":["https://openalex.org/W2367468089","https://openalex.org/W2098133976","https://openalex.org/W2358591856","https://openalex.org/W2347416728","https://openalex.org/W2974100988","https://openalex.org/W2215702767","https://openalex.org/W4386859482","https://openalex.org/W2985240216","https://openalex.org/W3182662461","https://openalex.org/W2783230579"],"abstract_inverted_index":{"Mastery":[0,99,227],"Learning,":[1],"a":[2,18,98,147,161,170,226],"pedagogical":[3],"strategy":[4],"in":[5,17,33,105,169,184,212,224,230],"which":[6],"students":[7,73,164,178],"are":[8],"allowed":[9,115],"to":[10,43,53,60,64,70,116,144,146,198],"prove":[11,117],"mastery":[12,118],"of":[13,66,93,119,150,163,186,188,195,218,221],"the":[14,79,84,87,91,103,109,141,156,167,177,181,219],"skills":[15,189],"acquired":[16],"course":[19,96,111,168],"over":[20,124],"multiple":[21,125],"attempts":[22,26],"(and":[23],"used":[24],"failed":[25,132],"as":[27,58],"feedback)":[28],"is":[29],"becoming":[30],"increasingly":[31],"popular":[32],"higher":[34],"education.":[35],"Large":[36],"introductory":[37],"programming":[38],"courses":[39],"can":[40],"use":[41],"it":[42],"strengthen":[44],"students'":[45,157],"preparation":[46],"for":[47,129],"later":[48],"courses,":[49],"but":[50],"some":[51,210,217],"challenges":[52],"its":[54],"adoption":[55],"remain,":[56],"such":[57],"how":[59,69],"scale":[61],"this":[62,135],"format":[63,183],"hundreds":[65],"students,":[67],"or":[68,131],"ensure":[71],"that":[72,176],"do":[74],"not":[75],"fall":[76],"behind":[77],"on":[78,108],"material.":[80],"In":[81,134],"Spring":[82],"2021,":[83],"instructors":[85,222],"at":[86],"Anonymous":[88],"University":[89],"transformed":[90],"structure":[92],"their":[94,231],"CS1":[95,232],"using":[97],"Learning":[100,228],"format,":[101,173],"reorganizing":[102],"material":[104],"units":[106],"focused":[107],"different":[110],"topics.":[112],"Students":[113,191],"were":[114],"each":[120],"unit":[121],"separately":[122],"and":[123,174,200,215],"times,":[126],"without":[127,203],"penalties":[128],"missed":[130],"attempts.":[133],"experience":[136,159],"report,":[137],"we":[138,207],"will":[139,154,208],"describe":[140],"strategies":[142],"adopted":[143],"cater":[145],"large":[148],"cohort":[149,162],"novice":[151],"students.":[152],"We":[153],"compare":[155],"learning":[158],"with":[160],"who":[165],"took":[166],"more":[171],"traditional":[172],"show":[175],"benefited":[179],"from":[180],"new":[182],"terms":[185],"quantity":[187],"mastered.":[190],"also":[192],"exhibited":[193],"signs":[194],"increased":[196],"motivation":[197],"practice":[199],"complete":[201],"tests":[202],"grade":[204],"incentives.":[205],"Finally,":[206],"discuss":[209],"pitfalls":[211],"our":[213],"design":[214],"address":[216],"concerns":[220],"interested":[223],"trying":[225],"approach":[229],"courses.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
