{"id":"https://openalex.org/W4407681358","doi":"https://doi.org/10.1145/3641555.3705256","title":"Student Usage of Metacognition-Promoting Tool in a CS2 Course and its Relationship with Performance","display_name":"Student Usage of Metacognition-Promoting Tool in a CS2 Course and its Relationship with Performance","publication_year":2025,"publication_date":"2025-02-18","ids":{"openalex":"https://openalex.org/W4407681358","doi":"https://doi.org/10.1145/3641555.3705256"},"language":"en","primary_location":{"id":"doi:10.1145/3641555.3705256","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641555.3705256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2","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/A5002063004","display_name":"Jiaen Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaen Yu","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0009-0005-9204-8806","affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040441562","display_name":"Anshul Shah","orcid":"https://orcid.org/0000-0002-7545-5929"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anshul Shah","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7545-5929","affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027691464","display_name":"John Driscoll","orcid":"https://orcid.org/0000-0002-3594-6467"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Driscoll","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3594-6467","affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yandong Xiang","orcid":"https://orcid.org/0009-0005-6817-3009"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yandong Xiang","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0009-0005-6817-3009","affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xingyin Xu","orcid":"https://orcid.org/0009-0005-7676-6488"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xingyin Xu","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0009-0005-7676-6488","affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068911063","display_name":"Sophia Krause-Levy","orcid":"https://orcid.org/0000-0002-6810-8590"},"institutions":[{"id":"https://openalex.org/I160856358","display_name":"University of San Diego","ror":"https://ror.org/03jbbze48","country_code":"US","type":"education","lineage":["https://openalex.org/I160856358"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sophia Krause-Levy","raw_affiliation_strings":["University of San Diego, San Diego, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6810-8590","affiliations":[{"raw_affiliation_string":"University of San Diego, San Diego, CA, USA","institution_ids":["https://openalex.org/I160856358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035713361","display_name":"Soohyun Nam Liao","orcid":"https://orcid.org/0000-0002-7368-252X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soohyun Nam Liao","raw_affiliation_strings":["University of California, San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7368-252X","affiliations":[{"raw_affiliation_string":"University of California, San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0395,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89413178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1671","last_page":"1672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9825999736785889,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9749000072479248,"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/course","display_name":"Course (navigation)","score":0.7984436750411987},{"id":"https://openalex.org/keywords/metacognition","display_name":"Metacognition","score":0.7483944892883301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6085490584373474},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3828219175338745},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2729087173938751},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16482040286064148},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.11682009696960449}],"concepts":[{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.7984436750411987},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.7483944892883301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6085490584373474},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3828219175338745},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2729087173938751},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16482040286064148},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.11682009696960449},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641555.3705256","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641555.3705256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1678084289","https://openalex.org/W1984547119","https://openalex.org/W2034432446","https://openalex.org/W2043147580","https://openalex.org/W2130781577","https://openalex.org/W2517261848","https://openalex.org/W2916601118","https://openalex.org/W3025780585","https://openalex.org/W3151657177","https://openalex.org/W4213447331","https://openalex.org/W4233638968","https://openalex.org/W4253431079"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390181806","https://openalex.org/W2976037936","https://openalex.org/W4387714313","https://openalex.org/W2260086729","https://openalex.org/W4383552441","https://openalex.org/W4310809941","https://openalex.org/W3214719368"],"abstract_inverted_index":{"We":[0],"present":[1],"results":[2],"of":[3,53,64,81,118,127,136,145],"an":[4,45],"intervention":[5,46],"integrating":[6],"a":[7,15,111,129,142],"tool":[8,131],"promoting":[9],"metacognitive":[10,67,112,130],"study":[11,68],"behaviors,":[12,69],"CompassX,":[13],"in":[14,56],"Data":[16],"Structures":[17],"and":[18,36,77,96],"Algorithms":[19],"(CS2)":[20],"course.":[21],"Metacognition---commonly":[22],"referred":[23],"to":[24,32,88,115,132],"as":[25],"''thinking":[26],"about":[27],"thinking''---has":[28],"been":[29],"consistently":[30],"linked":[31],"improved":[33,89],"learning":[34,90],"strategies":[35],"student":[37,137],"achievement.":[38],"However,":[39,107],"no":[40],"prior":[41],"literature":[42],"has":[43],"practiced":[44],"that":[47],"addresses":[48],"all":[49,104],"three":[50],"commonly-accepted":[51],"phases":[52],"metacognition.":[54],"Thus":[55],"this":[57],"work,":[58],"we":[59],"share":[60],"the":[61,125,134],"key":[62],"features":[63,85],"CompassXthat":[65],"promote":[66],"how":[70,78],"our":[71],"users":[72],"engaged":[73],"with":[74,103,110],"those":[75,84],"features,":[76],"continued":[79,108],"practice":[80],"metacognition":[82],"using":[83],"is":[86],"related":[87],"outcomes.":[91],"Students":[92],"used":[93],"CompassX":[94],"voluntarily":[95],"some":[97],"students":[98],"did":[99],"not":[100],"fully":[101],"engage":[102],"metacognition-based":[105],"features.":[106],"engagement":[109],"feature":[113],"appears":[114],"be":[116],"indicative":[117],"higher":[119],"exam":[120],"scores.":[121],"This":[122],"also":[123],"implies":[124],"possibility":[126],"utilizing":[128],"improve":[133],"performance":[135],"outcome":[138],"modeling":[139],"by":[140],"collecting":[141],"new":[143],"type":[144],"behavioral":[146],"data.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
