{"id":"https://openalex.org/W2060541257","doi":"https://doi.org/10.1109/fie.2013.6685116","title":"Associations of students' creativity, motivation, and self-regulation with learning and achievement in college computer science courses","display_name":"Associations of students' creativity, motivation, and self-regulation with learning and achievement in college computer science courses","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2060541257","doi":"https://doi.org/10.1109/fie.2013.6685116","mag":"2060541257"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2013.6685116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2013.6685116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Frontiers in Education Conference (FIE)","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/A5019055902","display_name":"Duane F. Shell","orcid":"https://orcid.org/0000-0001-9037-5815"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duane F. Shell","raw_affiliation_strings":["Department of Educational Psychology, University of Nebraska-Lincoln","Dept. of Educ. Psychol., Univ. of Nebraska - Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Educational Psychology, University of Nebraska-Lincoln","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"Dept. of Educ. Psychol., Univ. of Nebraska - Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084260223","display_name":"Melissa Patterson Hazley","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Patterson Hazley","raw_affiliation_strings":["Department of Educational Psychology, University of Nebraska-Lincoln","Dept. of Educ. Psychol., Univ. of Nebraska - Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Educational Psychology, University of Nebraska-Lincoln","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"Dept. of Educ. Psychol., Univ. of Nebraska - Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089919340","display_name":"Leen\u2010Kiat Soh","orcid":"https://orcid.org/0000-0002-6094-4666"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leen-Kiat Soh","raw_affiliation_strings":["Center for Computational Creativity, University of Nebraska-Lincoln","Center for Comput. Creativity, Univ. of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Creativity, University of Nebraska-Lincoln","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"Center for Comput. Creativity, Univ. of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084720972","display_name":"Elizabeth Ingraham","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth Ingraham","raw_affiliation_strings":["Center for Computational Creativity, University of Nebraska-Lincoln","Center for Comput. Creativity, Univ. of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Creativity, University of Nebraska-Lincoln","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"Center for Comput. Creativity, Univ. of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083136596","display_name":"Stephen Ramsay","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Ramsay","raw_affiliation_strings":["Center for Computational Creativity, University of Nebraska-Lincoln","Center for Comput. Creativity, Univ. of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Creativity, University of Nebraska-Lincoln","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"Center for Comput. Creativity, Univ. of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":null,"apc_paid":null,"fwci":5.3761,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.96326531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1637","last_page":"1643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10547","display_name":"Education, Achievement, and Giftedness","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10547","display_name":"Education, Achievement, and Giftedness","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.6616001129150391},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6230658292770386},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5221571922302246},{"id":"https://openalex.org/keywords/knowledge-retention","display_name":"Knowledge retention","score":0.48250699043273926},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4592215418815613},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4430536925792694},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"Academic achievement","score":0.4179888963699341},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2993924021720886},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.17090478539466858},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.14000347256660461}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.6616001129150391},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6230658292770386},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5221571922302246},{"id":"https://openalex.org/C2985756769","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge retention","level":2,"score":0.48250699043273926},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4592215418815613},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4430536925792694},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.4179888963699341},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2993924021720886},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.17090478539466858},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.14000347256660461},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fie.2013.6685116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2013.6685116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.unl.edu:cseconfwork-1270","is_oa":false,"landing_page_url":"https://digitalcommons.unl.edu/cseconfwork/261","pdf_url":null,"source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CSE Conference and Workshop Papers","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6200000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W27254998","https://openalex.org/W118516307","https://openalex.org/W620543906","https://openalex.org/W629040682","https://openalex.org/W1546396399","https://openalex.org/W1664104301","https://openalex.org/W1950299194","https://openalex.org/W1973518642","https://openalex.org/W1976070013","https://openalex.org/W1982113757","https://openalex.org/W1987175000","https://openalex.org/W1990112237","https://openalex.org/W1996933197","https://openalex.org/W1997242478","https://openalex.org/W2002669465","https://openalex.org/W2015519275","https://openalex.org/W2023570362","https://openalex.org/W2038934128","https://openalex.org/W2040529371","https://openalex.org/W2056855771","https://openalex.org/W2073515231","https://openalex.org/W2075488520","https://openalex.org/W2075867656","https://openalex.org/W2083388568","https://openalex.org/W2092663726","https://openalex.org/W2103171186","https://openalex.org/W2104264329","https://openalex.org/W2115548862","https://openalex.org/W2120346511","https://openalex.org/W2124485463","https://openalex.org/W2132671813","https://openalex.org/W2148905283","https://openalex.org/W2159000095","https://openalex.org/W2167884222","https://openalex.org/W2169365000","https://openalex.org/W2182151795","https://openalex.org/W2217312845","https://openalex.org/W2500354355","https://openalex.org/W3135784906","https://openalex.org/W4292994367","https://openalex.org/W6604884984","https://openalex.org/W6791720356"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"The":[0],"need":[1],"for":[2,195],"more":[3],"post-secondary":[4],"students":[5],"to":[6,58],"major":[7],"and":[8,18,42,64,72,79,88,98,101,115,128,134,137,141,147,155,158,163,189],"graduate":[9],"in":[10,28,31,54,81],"STEM":[11,32,196],"fields":[12],"is":[13,48],"widely":[14],"recognized.":[15],"Students'":[16],"motivation":[17],"strategic":[19,62,161,171,192],"self-regulation":[20,162],"have":[21],"been":[22],"identified":[23],"as":[24],"playing":[25],"crucial":[26],"roles":[27],"their":[29],"success":[30],"classes.":[33],"But,":[34],"how":[35,60],"students'":[36],"strategy":[37,96],"use,":[38],"self-regulation,":[39,63,172],"knowledge":[40,78,99,116,156,177,184],"building,":[41,100],"engagement":[43],"impact":[44],"different":[45],"learning":[46,74],"outcomes":[47],"not":[49,174,187],"well":[50],"understood.":[51],"Our":[52],"goal":[53,130,143],"this":[55],"study":[56,113,122],"was":[57,118,181],"investigate":[59],"motivation,":[61,125],"creative":[65],"competency":[66,180],"were":[67,91,109,150,168],"associated":[68,93,103,110,119,151,169,182],"with":[69,94,104,111,120,152,160,170,183,190],"course":[70],"achievement":[71],"long-term":[73,89],"of":[75,106],"computational":[76],"thinking":[77],"skills":[80],"introductory":[82],"computer":[83],"science":[84],"courses.":[85],"Student":[86],"grades":[87,154,175],"retention":[90,117,157],"positively":[92],"self-regulated":[95],"use":[97],"negatively":[102],"lack":[105],"regulation.":[107],"Grades":[108],"higher":[112,121,126,153,191],"effort":[114],"time.":[123],"For":[124],"learning-":[127],"task-approach":[129],"orientations,":[131,144],"endogenous":[132],"instrumentality,":[133],"positive":[135],"affect":[136,149],"lower":[138],"learning-,":[139],"task-,":[140],"performance-avoid":[142],"exogenous":[145],"instrumentality":[146],"negative":[148],"also":[159],"engagement.":[164],"Implicit":[165],"intelligence":[166],"beliefs":[167],"but":[173,186],"or":[176],"retention.":[178],"Creative":[179],"retention,":[185],"grades,":[188],"self-regulation.":[193],"Implications":[194],"education":[197],"are":[198],"discussed.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}
