{"id":"https://openalex.org/W2319696773","doi":"https://doi.org/10.1080/08993408.2016.1160664","title":"Learning sorting algorithms through visualization construction","display_name":"Learning sorting algorithms through visualization construction","publication_year":2016,"publication_date":"2016-01-02","ids":{"openalex":"https://openalex.org/W2319696773","doi":"https://doi.org/10.1080/08993408.2016.1160664","mag":"2319696773"},"language":"en","primary_location":{"id":"doi:10.1080/08993408.2016.1160664","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08993408.2016.1160664","pdf_url":null,"source":{"id":"https://openalex.org/S97147119","display_name":"Computer Science Education","issn_l":"0899-3408","issn":["0899-3408","1744-5175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science 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/A5010453646","display_name":"\u0130brahim \u00c7etin","orcid":"https://orcid.org/0000-0001-5127-0471"},"institutions":[{"id":"https://openalex.org/I76973811","display_name":"Bolu Abant \u0130zzet Baysal University","ror":"https://ror.org/01x1kqx83","country_code":"TR","type":"education","lineage":["https://openalex.org/I76973811"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ibrahim Cetin","raw_affiliation_strings":["Secondary Science and Mathematics Education, Abant Izzet Baysal University, Bolu, Turkey"],"affiliations":[{"raw_affiliation_string":"Secondary Science and Mathematics Education, Abant Izzet Baysal University, Bolu, Turkey","institution_ids":["https://openalex.org/I76973811"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041194346","display_name":"Christine Larson","orcid":"https://orcid.org/0000-0001-7331-0817"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine Andrews-Larson","raw_affiliation_strings":["School of Teacher Education, Florida State University, Tallahassee, FL32306, USA"],"affiliations":[{"raw_affiliation_string":"School of Teacher Education, Florida State University, Tallahassee, FL32306, USA","institution_ids":["https://openalex.org/I103163165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010453646"],"corresponding_institution_ids":["https://openalex.org/I76973811"],"apc_list":null,"apc_paid":null,"fwci":4.4211,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.94500359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"1","first_page":"27","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9997000098228455,"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":0.9997000098228455,"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/T11122","display_name":"Online Learning and Analytics","score":0.9740999937057495,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7275155186653137},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6928808689117432},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6210645437240601},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6037728190422058},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5504180788993835},{"id":"https://openalex.org/keywords/constructionism","display_name":"Constructionism","score":0.5323724150657654},{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.4407271146774292},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.41859734058380127},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.4143676459789276},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17180663347244263},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15728166699409485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13566827774047852},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0996541678905487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7275155186653137},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6928808689117432},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6210645437240601},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6037728190422058},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5504180788993835},{"id":"https://openalex.org/C2856821","wikidata":"https://www.wikidata.org/wiki/Q597136","display_name":"Constructionism","level":2,"score":0.5323724150657654},{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.4407271146774292},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.41859734058380127},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.4143676459789276},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17180663347244263},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15728166699409485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13566827774047852},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0996541678905487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/08993408.2016.1160664","is_oa":false,"landing_page_url":"https://doi.org/10.1080/08993408.2016.1160664","pdf_url":null,"source":{"id":"https://openalex.org/S97147119","display_name":"Computer Science Education","issn_l":"0899-3408","issn":["0899-3408","1744-5175"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W219092171","https://openalex.org/W608574129","https://openalex.org/W1493787204","https://openalex.org/W1508150672","https://openalex.org/W1576627719","https://openalex.org/W1914972138","https://openalex.org/W1964674052","https://openalex.org/W1968976446","https://openalex.org/W1970953601","https://openalex.org/W1973892372","https://openalex.org/W1987679103","https://openalex.org/W1991957909","https://openalex.org/W1996376012","https://openalex.org/W1999432448","https://openalex.org/W2001879297","https://openalex.org/W2008988588","https://openalex.org/W2009288341","https://openalex.org/W2016625422","https://openalex.org/W2020886952","https://openalex.org/W2028868392","https://openalex.org/W2030175360","https://openalex.org/W2040066104","https://openalex.org/W2046268797","https://openalex.org/W2050163083","https://openalex.org/W2059040186","https://openalex.org/W2075160989","https://openalex.org/W2122120800","https://openalex.org/W2126460775","https://openalex.org/W2127812042","https://openalex.org/W2150930945","https://openalex.org/W2161560178","https://openalex.org/W2168795140","https://openalex.org/W2339183141","https://openalex.org/W3145128584","https://openalex.org/W4231902036","https://openalex.org/W4233827534","https://openalex.org/W4235741841","https://openalex.org/W4244083114","https://openalex.org/W4246085645","https://openalex.org/W4246219036","https://openalex.org/W4253335737","https://openalex.org/W4402110003","https://openalex.org/W6941057399"],"related_works":["https://openalex.org/W2769482900","https://openalex.org/W3155803285","https://openalex.org/W3213086777","https://openalex.org/W2769928932","https://openalex.org/W2979937253","https://openalex.org/W3033687264","https://openalex.org/W2742379954","https://openalex.org/W3204266380","https://openalex.org/W2003818800","https://openalex.org/W3209416806"],"abstract_inverted_index":{"Recent":[0],"increased":[1],"interest":[2],"in":[3,45,76,90,121,139,171,201,211,226,249],"computational":[4,272],"thinking":[5],"poses":[6],"an":[7],"important":[8],"question":[9],"to":[10,17,22,38,72,97,131,135,189,253],"researchers:":[11],"What":[12],"are":[13],"the":[14,41,77,105,122,140,147,164,185,202,222,227,245],"best":[15],"ways":[16],"teach":[18,98],"fundamental":[19],"computing":[20],"concepts":[21],"students?":[23],"Visualization":[24],"is":[25],"suggested":[26],"as":[27,116],"one":[28,233],"way":[29],"of":[30,43,66,175,217,235,260],"supporting":[31],"student":[32],"learning.":[33],"This":[34],"mixed-method":[35],"study":[36,80,219,262],"aimed":[37],"(i)":[39],"examine":[40],"effect":[42],"instruction":[44,67,127],"which":[46],"students":[47,130,138,151,200],"constructed":[48,205],"visualizations":[49,133],"on":[50,167],"students'":[51,55,69,190,223,236],"programming":[52,93],"achievement":[53],"and":[54,60,101,107,258,268],"attitudes":[56,191],"toward":[57,192],"computer":[58,193],"programming,":[59],"(ii)":[61],"explore":[62],"how":[63],"this":[64,218,250,261],"kind":[65],"supports":[68],"learning":[70],"according":[71],"their":[73,91,209],"self-reported":[74],"experiences":[75],"course.":[78],"The":[79,160,215,238,256],"was":[81,114,180],"conducted":[82],"with":[83,187,271],"58":[84],"pre-service":[85],"teachers":[86],"who":[87],"were":[88,125,155],"enrolled":[89],"second":[92],"class.":[94],"They":[95],"expect":[96],"information":[99],"technology":[100],"computing-related":[102],"courses":[103],"at":[104],"primary":[106],"secondary":[108],"levels.":[109],"An":[110],"embedded":[111],"experimental":[112,123,203],"model":[113],"utilized":[115],"a":[117],"research":[118],"design.":[119],"Students":[120],"group":[124,142,154,204],"given":[126],"that":[128,163,199,221],"required":[129],"construct":[132],"related":[134],"sorting,":[136],"whereas":[137],"control":[141],"viewed":[143],"pre-made":[144],"visualizations.":[145],"After":[146],"instructional":[148,246],"intervention,":[149],"eight":[150],"from":[152],"each":[153],"selected":[156],"for":[157],"semi-structured":[158],"interviews.":[159],"results":[161],"showed":[162],"intervention":[165],"based":[166],"visualization":[168,212,228],"construction":[169,213,229],"resulted":[170],"significantly":[172],"better":[173],"acquisition":[174],"sorting":[176],"concepts.":[177],"However,":[178],"there":[179],"no":[181],"significant":[182],"difference":[183],"between":[184],"groups":[186],"respect":[188],"programming.":[194],"Qualitative":[195],"data":[196],"analysis":[197],"indicated":[198],"necessary":[206],"abstractions":[207],"through":[208,244],"engagement":[210,225],"activities.":[214],"authors":[216],"argue":[220],"active":[224],"activities":[230],"explains":[231],"only":[232],"side":[234,240],"success.":[237],"other":[239],"can":[241,263],"be":[242,264],"explained":[243],"approach,":[247],"constructionism":[248],"case,":[251],"used":[252,265],"design":[254],"instruction.":[255],"conclusions":[257],"implications":[259],"by":[266],"researchers":[267],"instructors":[269],"dealing":[270],"thinking.":[273]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}