{"id":"https://openalex.org/W4206575966","doi":"https://doi.org/10.1007/978-3-030-93859-8_23","title":"Exploring Interactions Between Computational and Critical Thinking in Model-Eliciting Activities Through Epistemic Network Analysis","display_name":"Exploring Interactions Between Computational and Critical Thinking in Model-Eliciting Activities Through Epistemic Network Analysis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4206575966","doi":"https://doi.org/10.1007/978-3-030-93859-8_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93859-8_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-93859-8_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-030-93859-8_23","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028063091","display_name":"Guadalupe Carmona","orcid":"https://orcid.org/0000-0001-9429-908X"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guadalupe Carmona","raw_affiliation_strings":["The University of Texas at San Antonio, San Antonio, TX, 78248, USA"],"raw_orcid":"https://orcid.org/0000-0001-9429-908X","affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, San Antonio, TX, 78248, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020183291","display_name":"Beatriz Galarza-Tohen","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Beatriz Galarza-Tohen","raw_affiliation_strings":["The University of Texas at San Antonio, San Antonio, TX, 78248, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, San Antonio, TX, 78248, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077371235","display_name":"Gonzalo Martinez-Medina","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gonzalo Martinez-Medina","raw_affiliation_strings":["The University of Texas at San Antonio, San Antonio, TX, 78248, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, San Antonio, TX, 78248, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028063091"],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":3.6593,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92240646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"346","last_page":"361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9944000244140625,"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/T11122","display_name":"Online Learning and Analytics","score":0.9929999709129333,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9927999973297119,"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/construct","display_name":"Construct (python library)","score":0.6731274127960205},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6448255181312561},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"Critical thinking","score":0.6325714588165283},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.5350059270858765},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5146916508674622},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.46960577368736267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4240097105503082},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.4179248809814453},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4055574834346771},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3563779592514038},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3329398036003113},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11501020193099976}],"concepts":[{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6731274127960205},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6448255181312561},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.6325714588165283},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.5350059270858765},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5146916508674622},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.46960577368736267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4240097105503082},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.4179248809814453},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4055574834346771},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3563779592514038},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3329398036003113},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11501020193099976},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-93859-8_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-93859-8_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-93859-8_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-93859-8_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W575392322","https://openalex.org/W1513088263","https://openalex.org/W1815090327","https://openalex.org/W2001771035","https://openalex.org/W2110034724","https://openalex.org/W2152976353","https://openalex.org/W2179541540","https://openalex.org/W2339183141","https://openalex.org/W2492098883","https://openalex.org/W2563946746","https://openalex.org/W2565638345","https://openalex.org/W2611007723","https://openalex.org/W2771571146","https://openalex.org/W2794038961","https://openalex.org/W2800019557","https://openalex.org/W2801474086","https://openalex.org/W2914063501","https://openalex.org/W2954798993","https://openalex.org/W2979389240","https://openalex.org/W2979715335","https://openalex.org/W2992504580","https://openalex.org/W3005510774","https://openalex.org/W3023755263","https://openalex.org/W3152099341","https://openalex.org/W4213362335","https://openalex.org/W4233522785","https://openalex.org/W4242402237","https://openalex.org/W6620288935"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W2769482900","https://openalex.org/W3155803285","https://openalex.org/W3213086777","https://openalex.org/W2769928932","https://openalex.org/W4388145910","https://openalex.org/W2551768522","https://openalex.org/W2742379954","https://openalex.org/W2979937253","https://openalex.org/W1976205134"],"abstract_inverted_index":{"In":[0],"this":[1,70],"exploratory":[2],"study,":[3],"we":[4,119],"used":[5],"Epistemic":[6],"Network":[7],"Analysis":[8],"(ENA)":[9],"as":[10,31,71,156,158],"an":[11,34],"analytic":[12],"tool":[13],"to":[14,98,103,111],"help":[15],"us":[16],"better":[17],"understand":[18],"the":[19,56,76,79,94,105,109,113,123,151,164,167],"possible":[20,91],"interactions":[21,171],"and":[22,28,50,84,86,137,175],"structural":[23,57],"connections":[24,58,131],"between":[25,132,172],"computational":[26,116,138,176],"thinking":[27,30,136,139,174,177],"critical":[29,135,173],"elicited":[32,186],"in":[33,60,153,163,187,190],"open-ended":[35],"authentic":[36],"problem-solving":[37],"task":[38],"that":[39,121,140,145],"was":[40],"solved":[41],"collaboratively.":[42],"We":[43,68],"found":[44,59],"that,":[45],"although":[46,180],"students\u2019":[47],"final":[48],"solutions":[49],"solving":[51],"processes":[52],"were":[53,146,185],"qualitatively":[54],"different,":[55],"ENA":[61,149],"are":[62,178],"quite":[63],"similar":[64,160],"among":[65],"all":[66,127],"teams.":[67],"interpret":[69],"a":[72,159],"direct":[73],"reflection":[74],"of":[75,78,108,115,134,166,182],"nature":[77],"task,":[80],"which":[81,101],"is":[82],"complex":[83],"open-ended,":[85],"therefore,":[87],"allows":[88],"for":[89],"multiple":[90],"solutions.":[92],"However,":[93],"underlying":[95],"structure":[96,162],"appears":[97],"be":[99],"stable,":[100],"contributes":[102],"validating":[104],"purposeful":[106],"design":[107],"activity":[110],"elicit":[112],"construct":[114],"thinking.":[117],"Moreover,":[118],"observed":[120],"during":[122],"collaborative":[124],"solution":[125,165],"process,":[126],"teams":[128],"made":[129],"strong":[130],"elements":[133],"evolved":[141],"over":[142],"time.":[143],"Graphs":[144],"generated":[147],"by":[148],"display":[150],"diversity":[152],"student":[154],"thinking,":[155],"well":[157],"epistemic":[161],"model-eliciting":[168],"activities.":[169],"The":[170],"evident,":[179],"components":[181],"these":[183],"constructs":[184],"different":[188],"ways":[189],"each":[191],"team\u2019s":[192],"solution.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}