{"id":"https://openalex.org/W2067901116","doi":"https://doi.org/10.1145/2802752","title":"Examining Interest and Grades in Computer Science 1","display_name":"Examining Interest and Grades in Computer Science 1","publication_year":2015,"publication_date":"2015-07-28","ids":{"openalex":"https://openalex.org/W2067901116","doi":"https://doi.org/10.1145/2802752","mag":"2067901116"},"language":"en","primary_location":{"id":"doi:10.1145/2802752","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2802752","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","raw_type":"journal-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/A5017837548","display_name":"Daniel Zingaro","orcid":"https://orcid.org/0000-0002-1568-4826"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Daniel Zingaro","raw_affiliation_strings":["University of Toronto Mississauga, Mathematical and Computational Science, Mississauga, ON, CA"],"affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mathematical and Computational Science, Mississauga, ON, CA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017837548"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5366,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.96218741,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"15","issue":"3","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9965999722480774,"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/T11122","display_name":"Online Learning and Analytics","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"}}],"keywords":[{"id":"https://openalex.org/keywords/subject-matter","display_name":"Subject matter","score":0.7844057083129883},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6135140657424927},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5019617080688477},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4540870189666748},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.41457754373550415},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.3015393614768982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2858488857746124},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.14498457312583923}],"concepts":[{"id":"https://openalex.org/C2992860105","wikidata":"https://www.wikidata.org/wiki/Q7631392","display_name":"Subject matter","level":3,"score":0.7844057083129883},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6135140657424927},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5019617080688477},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4540870189666748},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.41457754373550415},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3015393614768982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2858488857746124},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.14498457312583923},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2802752","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2802752","pdf_url":null,"source":{"id":"https://openalex.org/S2764465379","display_name":"ACM Transactions on Computing Education","issn_l":"1946-6226","issn":["1946-6226"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W161191427","https://openalex.org/W260994251","https://openalex.org/W1540351251","https://openalex.org/W1964861149","https://openalex.org/W1970027675","https://openalex.org/W1976599909","https://openalex.org/W1983726380","https://openalex.org/W1984954093","https://openalex.org/W1986297239","https://openalex.org/W1988412856","https://openalex.org/W1996933197","https://openalex.org/W1997706474","https://openalex.org/W2001545229","https://openalex.org/W2008543931","https://openalex.org/W2023725224","https://openalex.org/W2026563037","https://openalex.org/W2030768171","https://openalex.org/W2040229884","https://openalex.org/W2044821648","https://openalex.org/W2046434454","https://openalex.org/W2049537001","https://openalex.org/W2050299516","https://openalex.org/W2053125339","https://openalex.org/W2053373778","https://openalex.org/W2057834187","https://openalex.org/W2067438752","https://openalex.org/W2067547685","https://openalex.org/W2067776415","https://openalex.org/W2068067223","https://openalex.org/W2068558342","https://openalex.org/W2079905355","https://openalex.org/W2094936360","https://openalex.org/W2106942540","https://openalex.org/W2107681688","https://openalex.org/W2108699561","https://openalex.org/W2117061022","https://openalex.org/W2117283329","https://openalex.org/W2122166962","https://openalex.org/W2127573943","https://openalex.org/W2134049139","https://openalex.org/W2141620660","https://openalex.org/W2142368091","https://openalex.org/W2145420502","https://openalex.org/W2148249910","https://openalex.org/W2161138392","https://openalex.org/W2168921961","https://openalex.org/W2171200876","https://openalex.org/W2171761888","https://openalex.org/W2797247465","https://openalex.org/W2811228885","https://openalex.org/W2997105302","https://openalex.org/W3000157545","https://openalex.org/W3006244699","https://openalex.org/W3016327734","https://openalex.org/W3160890925","https://openalex.org/W3161274641","https://openalex.org/W4229914270","https://openalex.org/W4241031203","https://openalex.org/W4292808503","https://openalex.org/W4402271968"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4388258507","https://openalex.org/W2392013855","https://openalex.org/W2357926602","https://openalex.org/W2374569605","https://openalex.org/W2386062718","https://openalex.org/W899618282","https://openalex.org/W2386129765","https://openalex.org/W2368742525","https://openalex.org/W2364803570"],"abstract_inverted_index":{"Computer":[0],"Science":[1],"1":[2],"(CS1),":[3],"the":[4,64,68,95,117,149,175,185],"first":[5],"course":[6,69,99,162],"taken":[7],"by":[8,61],"college-level":[9],"computer":[10],"science":[11],"(CS)":[12],"majors,":[13],"has":[14],"traditionally":[15],"suffered":[16],"from":[17],"high":[18],"failure":[19],"rates.":[20],"Efforts":[21],"to":[22,90,194],"understand":[23,195],"this":[24,59],"phenomenon":[25],"have":[26],"considered":[27],"a":[28],"wide":[29],"range":[30],"of":[31,33,67,130,155,161,177,187],"predictors":[32],"CS":[34],"success,":[35],"such":[36],"as":[37,191],"prior":[38],"programming":[39],"experience,":[40],"math":[41],"ability,":[42],"learning":[43],"style,":[44],"and":[45,76,98,119,157],"gender,":[46],"with":[47,80,106,124,139],"findings":[48],"that":[49,104,171],"are":[50],"suggestive":[51],"but":[52],"inconclusive.":[53],"The":[54,101,168],"current":[55],"quasiexperimental":[56],"study":[57],"extends":[58],"research":[60,102],"exploring":[62],"how":[63],"pedagogical":[65,189],"approach":[66,190],"(traditional":[70],"lecture":[71,118],"vs.":[72,86],"Peer":[73],"Instruction":[74],"(PI)":[75],"clickers)":[77],"in":[78,94,115,142,198],"combination":[79],"student":[81,196],"achievement":[82],"goals":[83,85,108,126],"(mastery":[84],"performance":[87,107,125],"goals)":[88],"relates":[89],"exam":[91],"grades,":[92],"interest":[93,133,179],"subject":[96,131],"matter,":[97],"enjoyment.":[100],"revealed":[103],"students":[105,123],"scored":[109,145],"significantly":[110,146],"lower":[111],"on":[112,148],"final":[113,150],"exams":[114],"both":[116,143],"PI":[120,172],"conditions.":[121],"However,":[122],"reported":[127,158],"higher":[128,147,153,159],"levels":[129,154,160],"matter":[132],"when":[134],"taught":[135],"through":[136],"PI.":[137],"Students":[138],"mastery":[140],"goals,":[141],"conditions,":[144],"exam,":[151],"had":[152],"interest,":[156],"enjoyment":[163],"than":[164],"their":[165],"performance-oriented":[166],"counterparts.":[167],"results":[169],"suggest":[170],"may":[173],"improve":[174],"level":[176],"subject-matter":[178],"for":[180],"some":[181],"students,":[182],"thereby":[183],"indicating":[184],"importance":[186],"studying":[188],"we":[192],"seek":[193],"outcomes":[197],"CS1.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":39},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
