{"id":"https://openalex.org/W3010420725","doi":"https://doi.org/10.1145/3328778.3366872","title":"Analyzing the Effects of Active Learning Classrooms in CS2","display_name":"Analyzing the Effects of Active Learning Classrooms in CS2","publication_year":2020,"publication_date":"2020-02-25","ids":{"openalex":"https://openalex.org/W3010420725","doi":"https://doi.org/10.1145/3328778.3366872","mag":"3010420725"},"language":"en","primary_location":{"id":"doi:10.1145/3328778.3366872","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3328778.3366872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 51st ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},"type":"article","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/A5076640743","display_name":"Ayesha Naeem Syeda","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ayesha Naeem Syeda","raw_affiliation_strings":["University of Toronto Mississauga, Mississauga, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mississauga, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095999396","display_name":"Rutwa Engineer","orcid":"https://orcid.org/0009-0003-4131-0996"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rutwa Engineer","raw_affiliation_strings":["University of Toronto Mississauga, Mississauga, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mississauga, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074634692","display_name":"Bogdan Simion","orcid":"https://orcid.org/0000-0002-2554-8705"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bogdan Simion","raw_affiliation_strings":["University of Toronto Mississauga, Mississauga, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mississauga, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076640743"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":3.1217,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92565651,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"99"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11526","display_name":"Innovative Teaching Methods","score":0.9998000264167786,"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":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9939000010490417,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/desk","display_name":"Desk","score":0.6438365578651428},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.6348816156387329},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5974979996681213},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5831977725028992},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5452490448951721},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.49270036816596985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43229928612709045},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3628776967525482},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1769072711467743}],"concepts":[{"id":"https://openalex.org/C2776545233","wikidata":"https://www.wikidata.org/wiki/Q1064858","display_name":"Desk","level":2,"score":0.6438365578651428},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.6348816156387329},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5974979996681213},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5831977725028992},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5452490448951721},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.49270036816596985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43229928612709045},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3628776967525482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1769072711467743},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3328778.3366872","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3328778.3366872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 51st 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","display_name":"Quality Education","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1589020549","https://openalex.org/W2000159804","https://openalex.org/W2002012973","https://openalex.org/W2010593734","https://openalex.org/W2024136832","https://openalex.org/W2080079240","https://openalex.org/W2105680993","https://openalex.org/W2110430935","https://openalex.org/W2122748666","https://openalex.org/W2160375265","https://openalex.org/W2589084899","https://openalex.org/W2603431833","https://openalex.org/W2789578077","https://openalex.org/W2902423000"],"related_works":["https://openalex.org/W2032830291","https://openalex.org/W2390832629","https://openalex.org/W3047644844","https://openalex.org/W2036958295","https://openalex.org/W2751328600","https://openalex.org/W2178468011","https://openalex.org/W4285136450","https://openalex.org/W4312262200","https://openalex.org/W2610235747","https://openalex.org/W3161299668"],"abstract_inverted_index":{"Active":[0],"learning":[1,37,54,88,112,138,194,200],"environments":[2],"have":[3],"only":[4],"recently":[5],"started":[6],"to":[7,32,125,185,209,214,224],"be":[8],"analyzed":[9,147],"in":[10,14,24,29,59,106,129,140,148],"the":[11,36,50,53,85,96,137,172,193,204,211],"CS":[12],"discipline,":[13],"terms":[15,107],"of":[16,52,99,108,122,136,192,206,221],"their":[17,64,199],"effect":[18],"on":[19,35,56,190],"student":[20,57,153,182,187],"performance.":[21],"Recent":[22],"studies":[23],"CS1":[25,160],"found":[26],"contradictory":[27],"results,":[28],"part":[30],"due":[31],"different":[33],"control":[34],"pedagogy":[38],"used,":[39],"and":[40,95,119,165,169,219],"issued":[41],"a":[42,68,126],"call":[43],"for":[44,101],"further":[45],"investigation.":[46],"This":[47,178],"study":[48,128],"evaluates":[49],"effects":[51],"space":[55,139,195],"performance":[58],"CS2,":[60],"as":[61,152,203],"measured":[62,157],"by":[63,158],"grades.":[65],"We":[66,142],"use":[67,205],"quasi-experimental":[69],"setup":[70],"with":[71],"529":[72],"participants":[73],"across":[74],"five":[75],"lecture":[76,93,116,120],"sections":[77,83,174],"over":[78],"one":[79],"academic":[80],"term.":[81],"All":[82],"employ":[84],"same":[86,97],"active":[87],"method":[89],"(inverted":[90],"classroom),":[91],"identical":[92],"materials,":[94],"number":[98],"TAs":[100],"in-class":[102],"support,":[103],"but":[104],"differ":[105],"classroom":[109,113],"type":[110],"(active":[111],"vs":[114],"traditional":[115],"hall),":[117],"instructor,":[118,212],"time":[121],"day.":[123],"Similarly":[124],"recent":[127],"CS1,":[130],"we":[131],"find":[132,170],"no":[133],"significant":[134],"impact":[135,198],"CS2.":[141],"also":[143,180],"inspect":[144],"factors":[145],"not":[146],"previous":[149],"studies,":[150],"such":[151,202],"prior":[154],"preparation":[155],"(as":[156],"prerequisite":[159],"grades),":[161],"course":[162],"drop":[163],"rates,":[164,168],"exam":[166],"failure":[167],"that":[171],"CS2":[173],"are":[175],"statistically":[176],"similar.":[177],"work":[179],"examines":[181],"survey":[183],"responses,":[184],"assess":[186],"perception":[188],"differences":[189],"properties":[191],"which":[196],"may":[197],"experience,":[201],"technology,":[207],"ability":[208,213],"hear":[210],"get":[215],"help":[216],"during":[217],"lectures,":[218],"conduciveness":[220],"desk":[222],"types":[223],"group":[225],"work.":[226]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
