{"id":"https://openalex.org/W3007742064","doi":"https://doi.org/10.1145/3328778.3366871","title":"Exploring Middle School Students' Reflections on the Infusion of CS into Science Classrooms","display_name":"Exploring Middle School Students' Reflections on the Infusion of CS into Science Classrooms","publication_year":2020,"publication_date":"2020-02-25","ids":{"openalex":"https://openalex.org/W3007742064","doi":"https://doi.org/10.1145/3328778.3366871","mag":"3007742064"},"language":"en","primary_location":{"id":"doi:10.1145/3328778.3366871","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3328778.3366871","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3328778.3366871","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":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3328778.3366871","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023251978","display_name":"Mehmet Celepkolu","orcid":"https://orcid.org/0000-0002-3622-0967"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mehmet Celepkolu","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076705492","display_name":"David Austin Fussell","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Austin Fussell","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039087034","display_name":"Aisha Chung Galdo","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aisha Chung Galdo","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032549993","display_name":"Kristy Elizabeth Boyer","orcid":"https://orcid.org/0000-0003-3434-3450"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristy Elizabeth Boyer","raw_affiliation_strings":["University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088202585","display_name":"Eric Wiebe","orcid":"https://orcid.org/0000-0002-5920-5225"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric N. Wiebe","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089705996","display_name":"Bradford Mott","orcid":"https://orcid.org/0000-0003-3303-4699"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradford W. Mott","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074470380","display_name":"James C. Lester","orcid":"https://orcid.org/0000-0003-1481-6601"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James C. Lester","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5023251978"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":1.2736,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84037667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"671","last_page":"677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9998000264167786,"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":0.9998000264167786,"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/T10731","display_name":"Educational Games and Gamification","score":0.9739000201225281,"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"}},{"id":"https://openalex.org/T12515","display_name":"Gender and Technology in Education","score":0.9465000033378601,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/mathematics-education","display_name":"Mathematics education","score":0.6503338813781738},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6326940059661865},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5777862071990967},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.5465344190597534},{"id":"https://openalex.org/keywords/science-learning","display_name":"Science learning","score":0.5245880484580994},{"id":"https://openalex.org/keywords/science-class","display_name":"Science class","score":0.5144624710083008},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.49764516949653625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4487341046333313},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3809356987476349},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.3478263020515442},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.19784808158874512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09041112661361694}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6503338813781738},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6326940059661865},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5777862071990967},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.5465344190597534},{"id":"https://openalex.org/C2984419406","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science learning","level":3,"score":0.5245880484580994},{"id":"https://openalex.org/C2992024592","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science class","level":3,"score":0.5144624710083008},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.49764516949653625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4487341046333313},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3809356987476349},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3478263020515442},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19784808158874512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09041112661361694},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3328778.3366871","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3328778.3366871","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3328778.3366871","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":{"id":"doi:10.1145/3328778.3366871","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3328778.3366871","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3328778.3366871","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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8700000047683716,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1524267529","display_name":null,"funder_award_id":"DRL-1640141","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8566103888","display_name":null,"funder_award_id":"1640141","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3007742064.pdf","grobid_xml":"https://content.openalex.org/works/W3007742064.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W254572647","https://openalex.org/W973843712","https://openalex.org/W1687473687","https://openalex.org/W1954278628","https://openalex.org/W1979290264","https://openalex.org/W1985037427","https://openalex.org/W1998325646","https://openalex.org/W2005687710","https://openalex.org/W2017302756","https://openalex.org/W2060486579","https://openalex.org/W2060793578","https://openalex.org/W2066243259","https://openalex.org/W2100029531","https://openalex.org/W2104525452","https://openalex.org/W2106357912","https://openalex.org/W2126115745","https://openalex.org/W2133674686","https://openalex.org/W2164777277","https://openalex.org/W2278937197","https://openalex.org/W2546562207","https://openalex.org/W2574248532","https://openalex.org/W2767026290","https://openalex.org/W2787484144","https://openalex.org/W2791221278","https://openalex.org/W2792150277","https://openalex.org/W2896062757","https://openalex.org/W2900878106","https://openalex.org/W2916986806","https://openalex.org/W2918095567","https://openalex.org/W2936511622","https://openalex.org/W2966771144","https://openalex.org/W4361851388"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2388339507","https://openalex.org/W2404021657","https://openalex.org/W3001628693","https://openalex.org/W2135957926","https://openalex.org/W2404990878","https://openalex.org/W2329025479","https://openalex.org/W3107869449","https://openalex.org/W2317715086","https://openalex.org/W1987711295"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"there":[3],"has":[4],"been":[5],"a":[6,44,65,76,89,127,173],"dramatic":[7],"increase":[8],"in":[9,12,24,57,68,75,88,186],"teaching":[10],"CS":[11,23,38,53,120,139,200,210],"the":[13,48,62,136,155,162,166,177,187],"context":[14,27],"of":[15,47,64,78,129,138,147,159,165,191,222],"other":[16,178],"disciplines":[17,214],"such":[18],"as":[19],"science.":[20],"However,":[21],"learning":[22],"an":[25],"interdisciplinary":[26],"may":[28,219],"be":[29],"particularly":[30],"challenging":[31],"for":[32,37],"students.":[33],"An":[34],"important":[35],"goal":[36],"education":[39,211],"researchers":[40],"is":[41],"to":[42,196,208],"develop":[43],"deep":[45],"understanding":[46],"student":[49],"experience":[50],"when":[51],"integrating":[52],"into":[54,140,212],"science":[55,81,103,142,160,171,202],"classrooms":[56],"K-12.":[58],"This":[59],"paper":[60],"presents":[61],"results":[63,110],"mixed-methods":[66],"study":[67],"which":[69],"75":[70],"middle":[71],"school":[72],"students":[73,96,117,130,180],"engaged":[74],"series":[77],"computationally":[79],"rich":[80],"activities":[82,104],"by":[83],"creating":[84],"simulations":[85],"and":[86,115,126,157,169,194,201,215],"models":[87],"block-based":[90],"programming":[91],"language.":[92],"After":[93],"two":[94],"semesters,":[95],"reported":[97],"their":[98,119,141],"experiences":[99],"on":[100,184],"in-class":[101],"computer":[102],"through":[105],"reflection":[106],"essays.":[107],"The":[108],"quantitative":[109],"show":[111],"that":[112,218],"both":[113],"experienced":[114],"novice":[116],"increased":[118],"knowledge":[121],"significantly":[122],"after":[123],"several":[124],"weeks,":[125],"majority":[128],"(72%)":[131],"had":[132],"positive":[133,151],"sentiment":[134],"toward":[135],"integration":[137],"class.":[143],"Deeper":[144],"qualitative":[145],"analysis":[146],"students'":[148],"reflections":[149],"revealed":[150],"themes":[152],"centered":[153],"around":[154],"visualization":[156],"gamification":[158],"concepts,":[161],"hands-on":[163],"nature":[164],"coding":[167],"activities,":[168],"showing":[170],"from":[172],"different":[174,213],"angle.":[175],"On":[176],"hand,":[179],"expressed":[181],"negative":[182],"sentiments":[183],"weaknesses":[185],"activity":[188],"design,":[189],"lack":[190],"CS/science":[192],"background/interest,":[193],"failing":[195],"make":[197],"connections":[198],"between":[199],"concepts.":[203],"These":[204],"findings":[205],"inform":[206],"efforts":[207],"infuse":[209],"reveal":[216],"patterns":[217],"foster":[220],"success":[221],"K-12":[223],"classroom":[224],"implementations.":[225]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
