{"id":"https://openalex.org/W7153837460","doi":"https://doi.org/10.1145/3772363.3799027","title":"Designing a Self-Regulated Learning System for Introductory Computer Science Courses","display_name":"Designing a Self-Regulated Learning System for Introductory Computer Science Courses","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7153837460","doi":"https://doi.org/10.1145/3772363.3799027"},"language":null,"primary_location":{"id":"doi:10.1145/3772363.3799027","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3799027","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772363.3799027","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064738736","display_name":"Yinmiao Li","orcid":"https://orcid.org/0000-0001-9570-3961"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yinmiao Li","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0001-9570-3961","affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125962779","display_name":"Melissa Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Chen","raw_affiliation_strings":["Northwestern University, Evanston, Illinois, USA"],"raw_orcid":"https://orcid.org/0009-0007-1897-614X","affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039289931","display_name":"Ayse Hunt","orcid":"https://orcid.org/0000-0003-3984-0595"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayse Hunt","raw_affiliation_strings":["Computer Science and Learning Science, Northwestern University, Evanston, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0003-3984-0595","affiliations":[{"raw_affiliation_string":"Computer Science and Learning Science, Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133459312","display_name":"Mike Horn","orcid":"https://orcid.org/0000-0002-4892-6801"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Horn","raw_affiliation_strings":["Computer Science and Learning Sciences, Northwestern University, Evanston, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-4892-6801","affiliations":[{"raw_affiliation_string":"Computer Science and Learning Sciences, Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016115351","display_name":"Eleanor Anne O'Rourke","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eleanor O'Rourke","raw_affiliation_strings":["Computer Science &amp; Learning Sciences, Northwestern University, Evanston, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0001-9158-175X","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Learning Sciences, Northwestern University, Evanston, Illinois, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064738736"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84689822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.4575999975204468,"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":0.4575999975204468,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.07620000094175339,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.05480000004172325,"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/experiential-learning","display_name":"Experiential learning","score":0.2678999900817871},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2624000012874603},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2619999945163727},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.26159998774528503},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.2597000002861023},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.25929999351501465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6100999712944031},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38989999890327454},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2903999984264374},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27149999141693115},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2612000107765198},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C2780909375","wikidata":"https://www.wikidata.org/wiki/Q1060990","display_name":"Problem-based learning","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.2531000077724457},{"id":"https://openalex.org/C2909807104","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Computer-Assisted Instruction","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772363.3799027","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3799027","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772363.3799027","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772363.3799027","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.42106667160987854}],"awards":[{"id":"https://openalex.org/G6826351325","display_name":null,"funder_award_id":"IIS-2016900","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1598182466","https://openalex.org/W1741890539","https://openalex.org/W1964263371","https://openalex.org/W1965275228","https://openalex.org/W1974219072","https://openalex.org/W1980963690","https://openalex.org/W1990112237","https://openalex.org/W2013852212","https://openalex.org/W2028541301","https://openalex.org/W2049931297","https://openalex.org/W2052097980","https://openalex.org/W2064694982","https://openalex.org/W2087921046","https://openalex.org/W2093950336","https://openalex.org/W2407505401","https://openalex.org/W2517261848","https://openalex.org/W2588944515","https://openalex.org/W2745390445","https://openalex.org/W2791919211","https://openalex.org/W2804851038","https://openalex.org/W2916601118","https://openalex.org/W2916961308","https://openalex.org/W2943714016","https://openalex.org/W3016993770","https://openalex.org/W3048222927","https://openalex.org/W3110994360","https://openalex.org/W3195710064","https://openalex.org/W3206174773","https://openalex.org/W4214928081","https://openalex.org/W4220979383","https://openalex.org/W4226303247","https://openalex.org/W4246758593","https://openalex.org/W4295024998","https://openalex.org/W4317502144","https://openalex.org/W4360991366","https://openalex.org/W4376280121","https://openalex.org/W4386587098","https://openalex.org/W4391168143","https://openalex.org/W4396832139","https://openalex.org/W4400268421","https://openalex.org/W4401357073","https://openalex.org/W4401379837","https://openalex.org/W4409736080","https://openalex.org/W4409746491"],"related_works":[],"abstract_inverted_index":{"Students":[0],"in":[1,26],"university-level":[2],"introductory":[3],"computing":[4],"courses":[5],"can":[6],"experience":[7],"overwhelming":[8],"emotions":[9],"that":[10,51,74],"lead":[11],"to":[12],"disengagement":[13],"when":[14],"facing":[15],"programming":[16],"challenges.":[17],"While":[18],"effective":[19],"metacognition":[20],"and":[21,47,53,58,61,84,94,116],"emotional":[22],"regulation":[23,130],"foster":[24],"persistence":[25],"these":[27,32,99],"moments,":[28],"students":[29,96],"may":[30],"believe":[31],"practices":[33],"conflict":[34],"with":[35,69],"their":[36,81,88,102,110,120],"goal":[37],"of":[38,80],"finishing":[39],"assignments":[40],"quickly.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45,72,124],"design":[46,126],"evaluate":[48],"a":[49,64],"tool":[50,76,121],"teaches":[52],"prompts":[54],"deliberate":[55,92],"strategy":[56,106,131],"usage,":[57],"scaffolds":[59],"planning":[60],"reflection.":[62],"Through":[63,91],"qualitative,":[65],"design-based":[66],"research":[67],"study":[68],"eight":[70],"participants,":[71],"found":[73],"the":[75],"supported":[77],"students\u2019":[78,113],"awareness":[79],"progress,":[82],"struggles,":[83],"growth,":[85],"which":[86],"increased":[87],"problem-solving":[89],"self-efficacy.":[90],"practice":[93],"reflection,":[95],"better":[97],"adapted":[98],"strategies":[100],"for":[101,128],"needs,":[103],"thus":[104],"seeing":[105],"usage":[107],"as":[108],"enabling":[109],"progress.":[111],"Still,":[112],"learning":[114],"goals":[115],"time":[117],"constraints":[118],"moderate":[119],"usage.":[122],"Thus,":[123],"contribute":[125],"principles":[127],"embedding":[129],"support":[132],"alongside":[133],"teaching":[134],"content":[135],"knowledge.":[136]},"counts_by_year":[],"updated_date":"2026-04-14T06:02:45.956762","created_date":"2026-04-13T00:00:00"}
