{"id":"https://openalex.org/W2185108167","doi":null,"title":"Creativity-Supporting Learning Environments: Two Case Studies on Teaching Programming","display_name":"Creativity-Supporting Learning Environments: Two Case Studies on Teaching Programming","publication_year":2013,"publication_date":"2013-08-23","ids":{"openalex":"https://openalex.org/W2185108167","mag":"2185108167"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.851.422","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.851.422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://helda.helsinki.fi/bitstream/handle/10138/40146/apiola_dissertation.pdf%3Bjsessionid%3D38E685588EE21C9C748B654186747541?sequence%3D1","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10138/40146","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061478142","display_name":"Mikko-Ville Apiola","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mikko-Ville Apiola","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5061478142"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":1.0,"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":1.0,"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/T11079","display_name":"Creativity in Education and Neuroscience","score":9.999999747378752e-05,"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":0.0,"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":0.7639999985694885},{"id":"https://openalex.org/keywords/programming-education","display_name":"programming education","score":0.8539999723434448},{"id":"https://openalex.org/keywords/learning-environment","display_name":"learning environment","score":0.9369999766349792},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.7789999842643738},{"id":"https://openalex.org/keywords/student-self-regulation","display_name":"student self-regulation","score":0.9810000061988831},{"id":"https://openalex.org/keywords/intrinsic-motivation","display_name":"intrinsic motivation","score":0.9929999709129333},{"id":"https://openalex.org/keywords/learning-methods","display_name":"learning methods","score":0.8029999732971191},{"id":"https://openalex.org/keywords/educational-design","display_name":"educational design","score":0.8930000066757202}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.7540625929832458},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.6295506358146667},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.565143346786499},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.47731003165245056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47354835271835327},{"id":"https://openalex.org/C2777541608","wikidata":"https://www.wikidata.org/wiki/Q5165194","display_name":"Contextual learning","level":2,"score":0.4716593027114868},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.439344197511673},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.37726283073425293},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36779123544692993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3433583080768585},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32035496830940247},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.09489321708679199},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.851.422","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.851.422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://helda.helsinki.fi/bitstream/handle/10138/40146/apiola_dissertation.pdf%3Bjsessionid%3D38E685588EE21C9C748B654186747541?sequence%3D1","raw_type":"text"},{"id":"pmh:oai:helda.helsinki.fi:10138/40146","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/40146","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doctoralThesis"},{"id":"mag:2185108167","doi":null,"is_oa":false,"landing_page_url":"https://helda.helsinki.fi/bitstream/handle/10138/40146/apiola_dissertation.pdf?sequence=1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:helda.helsinki.fi:10138/40146","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/40146","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doctoralThesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9901999831199646,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W28629281","https://openalex.org/W30690199","https://openalex.org/W79681678","https://openalex.org/W157267415","https://openalex.org/W187312960","https://openalex.org/W299816411","https://openalex.org/W576411752","https://openalex.org/W635909986","https://openalex.org/W1512850292","https://openalex.org/W1527311855","https://openalex.org/W1548469221","https://openalex.org/W1548824918","https://openalex.org/W1560914538","https://openalex.org/W1568721317","https://openalex.org/W1578636093","https://openalex.org/W1598615889","https://openalex.org/W1702768895","https://openalex.org/W1714723801","https://openalex.org/W1751658923","https://openalex.org/W1855989351","https://openalex.org/W1945048464","https://openalex.org/W1971322549","https://openalex.org/W1976637107","https://openalex.org/W1980224306","https://openalex.org/W1983109296","https://openalex.org/W1985046490","https://openalex.org/W1985274578","https://openalex.org/W2000334901","https://openalex.org/W2000930896","https://openalex.org/W2002711915","https://openalex.org/W2008246462","https://openalex.org/W2008916958","https://openalex.org/W2008988588","https://openalex.org/W2012611641","https://openalex.org/W2012761058","https://openalex.org/W2015599431","https://openalex.org/W2020253165","https://openalex.org/W2025638537","https://openalex.org/W2033086912","https://openalex.org/W2038482098","https://openalex.org/W2038598927","https://openalex.org/W2045362184","https://openalex.org/W2050525049","https://openalex.org/W2051429471","https://openalex.org/W2051947712","https://openalex.org/W2055074118","https://openalex.org/W2056330418","https://openalex.org/W2062020436","https://openalex.org/W2063984628","https://openalex.org/W2064253836","https://openalex.org/W2065278081","https://openalex.org/W2074154336","https://openalex.org/W2077454687","https://openalex.org/W2084354502","https://openalex.org/W2084835315","https://openalex.org/W2096145464","https://openalex.org/W2098880898","https://openalex.org/W2100946355","https://openalex.org/W2101338329","https://openalex.org/W2107401372","https://openalex.org/W2112140868","https://openalex.org/W2114706235","https://openalex.org/W2117610326","https://openalex.org/W2122166962","https://openalex.org/W2124758073","https://openalex.org/W2127259621","https://openalex.org/W2127561338","https://openalex.org/W2128101758","https://openalex.org/W2130671839","https://openalex.org/W2132602530","https://openalex.org/W2133247167","https://openalex.org/W2134075127","https://openalex.org/W2135679398","https://openalex.org/W2135943618","https://openalex.org/W2138432297","https://openalex.org/W2139344050","https://openalex.org/W2140514314","https://openalex.org/W2144514752","https://openalex.org/W2147070375","https://openalex.org/W2153913170","https://openalex.org/W2154188595","https://openalex.org/W2169365000","https://openalex.org/W2170899200","https://openalex.org/W2188107706","https://openalex.org/W2262682754","https://openalex.org/W2336408486","https://openalex.org/W2483226692","https://openalex.org/W2499286116","https://openalex.org/W2897547077","https://openalex.org/W2904267121","https://openalex.org/W2993776842","https://openalex.org/W3003686208","https://openalex.org/W3004819684","https://openalex.org/W3027431247","https://openalex.org/W3028062500","https://openalex.org/W3215123930","https://openalex.org/W4238483711","https://openalex.org/W4240649001","https://openalex.org/W4242883546"],"related_works":["https://openalex.org/W187058489","https://openalex.org/W2606396457","https://openalex.org/W2080581292","https://openalex.org/W2335267059","https://openalex.org/W2025579181","https://openalex.org/W3035534485","https://openalex.org/W177585849","https://openalex.org/W75091194","https://openalex.org/W4310357849","https://openalex.org/W2794693085"],"abstract_inverted_index":{"It":[0,19],"is":[1,20,43,107,360],"known":[2],"that":[3,23,61,105,112,278,331,344,410],"students'":[4,195,241,304,310],"learning":[5,17,25,59,85,142,196,234,242,267,284,314,347,411,420,426,433,472,486],"approaches,":[6,26,307],"types":[7,11,31],"of":[8,12,32,52,66,72,101,127,154,167,171,175,180,202,210,224,285,291,412,431,459,467],"motivation,":[9,423],"and":[10,29,84,96,111,125,147,184,191,230,237,247,250,308,312,322,343,424,437,474,487],"self-regulation":[13],"are":[14,34,130,156],"connected":[15,35],"with":[16,36],"outcomes.":[18],"also":[21,361],"known,":[22],"deep":[24,231,311,419],"self-regulated":[27,425],"learning,":[28],"intrinsic":[30,228,422],"motivation":[33,229],"creativity.":[37,63],"However,":[38,87,394],"in":[39,46,50,79,99,138,144,151,303,339,387,449,470],"computing":[40,145],"pedagogy":[41,100,153],"there":[42],"a":[44,70,178,187,222,251,257,289,369,429,481],"lack":[45],"empirically":[47],"grounded":[48],"analyses":[49],"integration":[51],"the":[53,82,123,136,152,163,206,266,275,279,283,295,328,345,356,391,395,407,440,445,457,464,471,485],"varying":[54],"educational":[55,113,341,477],"theories":[56],"to":[57,81,233,300,316,452],"build":[58],"environments":[60,143,400],"support":[62,353],"The":[64],"literature":[65],"programming":[67,121,155,189],"education":[68,106],"proposes":[69],"variety":[71],"theoretical,":[73],"as":[74,76,439,480],"well":[75],"practical":[77,460],"viewpoints":[78],"relation":[80],"teaching":[83,488],"situation.":[86],"little":[88],"effort":[89],"has":[90],"been":[91],"put":[92],"on":[93,194,240,374],"understanding":[94],"cultural":[95],"contextual":[97,118,149,262],"differences":[98,129,150],"programming.":[102],"Literature":[103],"shows":[104],"highly":[108],"context":[109,165,208,273,326,405,450],"dependent,":[110],"design":[114,269],"should":[115],"account":[116],"for":[117,226,354,442],"differences.":[119],"In":[120,133,162,205,255,272,293,325,404],"education,":[122,146],"nature":[124],"implications":[126],"those":[128],"hitherto":[131],"unclear.":[132],"this":[134,168,211],"study,":[135],"paucity":[137],"research":[139,253,479],"about":[140,148,261,398],"creativity-supporting":[141],"addressed":[157,454],"through":[158,199,245,288,427,455],"two":[159],"case":[160],"studies.":[161],"first":[164],"(CUH)":[166],"study":[169,212,260],"(Department":[170],"Computer":[172],"Science,":[173],"University":[174,218],"Helsinki,":[176],"Finland),":[177],"method":[179],"learning-by-inventing":[181],"was":[182,270,298],"designed":[183],"integrated":[185],"into":[186,484],"robotics-based":[188],"class,":[190],"its":[192],"effects":[193,239],"were":[197,235,243,401],"investigated":[198],"qualitative":[200,246,396],"analysis":[201,408,446],"144":[203],"interviews.":[204],"second":[207],"(CTU)":[209],"(IT":[213],"Department,":[214],"Tumaini":[215],"University,":[216],"Iringa":[217],"College,":[219],"Iringa,":[220],"Tanzania)":[221],"number":[223,290,458],"interventions":[225],"supporting":[227,418],"approaches":[232,315],"designed,":[236],"their":[238,375],"studied":[244],"quantitative":[248],"methods,":[249],"controlled":[252],"setup.":[254],"addition,":[256],"mixed":[258],"methods":[259],"factors,":[263],"which":[264],"affect":[265],"environment":[268,281,297,348,434],"conducted.":[271],"CUH,":[274,406],"results":[276,329,397],"show":[277],"provided":[280,296],"supported":[282],"creative":[286],"processes":[287],"mechanisms.":[292],"general,":[294],"shown":[299],"facilitate":[301],"changes":[302],"problem":[305,320,323],"management":[306],"extended":[309],"surface":[313],"computer":[317],"science":[318],"related":[319],"solving":[321],"management.":[324],"CTU":[327,451],"reveal":[330],"students":[332,338,372],"face":[333],"many":[334,364],"similar":[335],"challenges":[336,448],"than":[337],"other":[340],"contexts,":[342],"standard":[346,482],"does":[349],"not":[350,385],"offer":[351],"enough":[352],"gaining":[355],"requisite":[357],"development.":[358],"Learning":[359],"hindered":[362],"by":[363,380,417,462,475],"contextually":[365],"unique":[366],"factors.":[367],"Testing":[368],"model":[370],"where":[371],"work":[373],"homework":[376],"under":[377],"guidance,":[378],"facilitated":[379,416],"active":[381],"student-teacher":[382],"collaboration":[383],"did":[384],"result":[386],"significant":[388],"advantage":[389],"over":[390],"control":[392],"group.":[393],"guided":[399],"exclusively":[402],"positive.":[403],"suggests":[409,447],"creativity":[413],"may":[414],"be":[415,453],"strategies,":[421],"utilizing":[428],"combination":[430],"open":[432],"configuration,":[435],"learning-by-inventing,":[436],"robotics":[438],"vehicle":[441],"learning.":[443],"Secondly,":[444],"increasing":[456],"exercises,":[461],"selecting":[463],"proper":[465],"amount":[466],"guidance":[468],"required":[469],"environment,":[473],"implementing":[476],"action":[478],"component":[483],"environment.":[489]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}