{"id":"https://openalex.org/W2963065398","doi":"https://doi.org/10.1080/09500693.2019.1640914","title":"Modelling activities integrating construction and simulation supported explanatory and evaluative reasoning","display_name":"Modelling activities integrating construction and simulation supported explanatory and evaluative reasoning","publication_year":2019,"publication_date":"2019-07-22","ids":{"openalex":"https://openalex.org/W2963065398","doi":"https://doi.org/10.1080/09500693.2019.1640914","mag":"2963065398"},"language":"en","primary_location":{"id":"doi:10.1080/09500693.2019.1640914","doi":"https://doi.org/10.1080/09500693.2019.1640914","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09500693.2019.1640914","pdf_url":null,"source":{"id":"https://openalex.org/S54332258","display_name":"International Journal of Science Education","issn_l":"0950-0693","issn":["0950-0693","1464-5289"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-3","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Science Education","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5039124848","display_name":"Gretchen P. King","orcid":"https://orcid.org/0000-0003-4283-8365","observed_orcids":["https://orcid.org/0000-0003-4283-8365"]},"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":"Gretchen P. King","raw_affiliation_strings":["School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":"https://orcid.org/0000-0003-4283-8365","affiliations":[{"raw_affiliation_string":"School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041189243","display_name":"Heather E. Bergan\u2010Roller","orcid":"https://orcid.org/0000-0003-4580-7775","observed_orcids":["https://orcid.org/0000-0003-4580-7775"]},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heather Bergan-Roller","raw_affiliation_strings":["Department of Biological Sciences, Northern Illinois University, DeKalb, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4580-7775","affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, Northern Illinois University, DeKalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068882157","display_name":"Nicholas J. Galt","orcid":"https://orcid.org/0000-0002-4950-4299","observed_orcids":["https://orcid.org/0000-0002-4950-4299"]},"institutions":[{"id":"https://openalex.org/I205944377","display_name":"Valley City State University","ror":"https://ror.org/020wewd22","country_code":"US","type":"education","lineage":["https://openalex.org/I205944377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Galt","raw_affiliation_strings":["Department of Science, Valley City State University, Valley City, ND, USA"],"raw_orcid":"https://orcid.org/0000-0002-4950-4299","affiliations":[{"raw_affiliation_string":"Department of Science, Valley City State University, Valley City, ND, USA","institution_ids":["https://openalex.org/I205944377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073371703","display_name":"Tom\u00e1\u0161 Helikar","orcid":"https://orcid.org/0000-0003-3653-1906","observed_orcids":["https://orcid.org/0000-0003-3653-1906"]},"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":"Tom\u00e1\u0161 Helikar","raw_affiliation_strings":["Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":"https://orcid.org/0000-0003-3653-1906","affiliations":[{"raw_affiliation_string":"Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030981608","display_name":"Joseph T. Dauer","orcid":"https://orcid.org/0000-0002-8971-0441","observed_orcids":["https://orcid.org/0000-0002-8971-0441"]},"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":true,"raw_author_name":"Joseph T. Dauer","raw_affiliation_strings":["School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":"https://orcid.org/0000-0002-8971-0441","affiliations":[{"raw_affiliation_string":"School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030981608"],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":null,"apc_paid":null,"fwci":4.9255,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.94910811,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"41","issue":"13","first_page":"1764","last_page":"1786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.00039999998989515007,"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/T10778","display_name":"Philosophy of Biology and Scientific Explanation","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-based-instruction","display_name":"model-based instruction","score":0.7870000004768372},{"id":"https://openalex.org/keywords/computational-modelling","display_name":"computational modelling","score":0.8759999871253967},{"id":"https://openalex.org/keywords/simulation-based-training","display_name":"simulation-based training","score":0.5429999828338623},{"id":"https://openalex.org/keywords/explanatory-reasoning","display_name":"explanatory reasoning","score":0.9459999799728394},{"id":"https://openalex.org/keywords/evaluative-reasoning","display_name":"evaluative reasoning","score":1.0},{"id":"https://openalex.org/keywords/prokaryotic-gene-regulation","display_name":"prokaryotic gene regulation","score":0.906000018119812},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"conceptual model","score":0.6919999718666077},{"id":"https://openalex.org/keywords/undergraduate-biology-education","display_name":"undergraduate biology education","score":0.6230000257492065},{"id":"https://openalex.org/keywords/small-group-discussion","display_name":"small group discussion","score":0.8069999814033508}],"concepts":[{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.7389855980873108},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.5760669112205505},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5687931180000305},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5481054782867432},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.48655715584754944},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.4592205882072449},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.44033247232437134},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43115538358688354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4178292751312256},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.30171093344688416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26655372977256775},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09500693.2019.1640914","doi":"https://doi.org/10.1080/09500693.2019.1640914","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09500693.2019.1640914","pdf_url":null,"source":{"id":"https://openalex.org/S54332258","display_name":"International Journal of Science Education","issn_l":"0950-0693","issn":["0950-0693","1464-5289"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-3","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Science Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W64342355","https://openalex.org/W303020954","https://openalex.org/W1485715784","https://openalex.org/W1487795549","https://openalex.org/W1517898286","https://openalex.org/W1891389234","https://openalex.org/W1891455779","https://openalex.org/W1906330356","https://openalex.org/W1924618820","https://openalex.org/W1976030211","https://openalex.org/W1982294544","https://openalex.org/W1983606647","https://openalex.org/W1984164413","https://openalex.org/W1984225196","https://openalex.org/W2003966557","https://openalex.org/W2026161499","https://openalex.org/W2034341767","https://openalex.org/W2037124948","https://openalex.org/W2041542944","https://openalex.org/W2053420286","https://openalex.org/W2077626340","https://openalex.org/W2083290353","https://openalex.org/W2087855581","https://openalex.org/W2088259098","https://openalex.org/W2094835394","https://openalex.org/W2098414447","https://openalex.org/W2099770910","https://openalex.org/W2101119986","https://openalex.org/W2108222874","https://openalex.org/W2110702377","https://openalex.org/W2110719775","https://openalex.org/W2114741137","https://openalex.org/W2121657821","https://openalex.org/W2128756248","https://openalex.org/W2139363696","https://openalex.org/W2294870534","https://openalex.org/W2310344103","https://openalex.org/W2577433696","https://openalex.org/W2772638513","https://openalex.org/W2799943749","https://openalex.org/W2809127757","https://openalex.org/W2886409168","https://openalex.org/W2899576711","https://openalex.org/W2902217339","https://openalex.org/W2921905316","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2990094880","https://openalex.org/W4293403753","https://openalex.org/W1972336806","https://openalex.org/W2790226257","https://openalex.org/W2969924681","https://openalex.org/W2772638513","https://openalex.org/W2027915460","https://openalex.org/W1937642491","https://openalex.org/W2972676304","https://openalex.org/W2946400629"],"abstract_inverted_index":{"Model-based":[0],"instruction":[1],"offers":[2],"numerous":[3],"benefits":[4,143],"to":[5,90,144,166],"students,":[6],"including":[7],"increased":[8],"content":[9],"knowledge":[10,21],"and":[11,23,39,58,71,76,96,114,119,134,153,160,163],"critical":[12],"thinking.":[13],"This":[14],"study":[15,130],"explored":[16],"the":[17,20,92,107,168,172],"differences":[18,103],"in":[19,30],"outcomes":[22],"reasoning":[24,150,162],"processes":[25],"employed":[26],"by":[27,146],"undergraduate":[28],"students":[29,67,111,145,165],"an":[31],"introductory":[32],"biology":[33],"lab":[34],"as":[35],"they":[36],"constructed,":[37],"revised,":[38],"simulated":[40,123],"a":[41,45,73,79,86,98,116,124,136,155],"computational":[42,74,81,88,99,117,126],"model":[43,75,82,89,118,137,156],"of":[44,66,94,110,171],"prokaryotic":[46],"gene":[47],"regulatory":[48],"system.":[49,174],"We":[50],"analysed":[51],"post-lesson":[52],"conceptual":[53],"models":[54,109],"(n":[55,63],"=":[56,64],"335)":[57],"audio-recorded":[59],"small":[60],"group":[61],"discussions":[62],"10)":[65],"that":[68,132],"either":[69],"constructed":[70,113],"revised":[72,115],"then":[77],"investigated":[78,85],"pre-constructed":[80,87,125],"or":[83],"only":[84,122],"determine":[91],"impact":[93],"constructing":[95,133],"revising":[97,135,154],"model.":[100,127],"No":[101],"significant":[102],"were":[104],"found":[105],"between":[106],"mental":[108],"who":[112,121],"those":[120],"However,":[128],"this":[129],"demonstrated":[131],"before":[138],"simulating":[139],"it":[140],"offered":[141],"additional":[142],"fostering":[147],"deeper":[148],"cognitive":[149],"processes.":[151],"Constructing":[152],"elicited":[157],"more":[158],"explanatory":[159],"evaluative":[161],"prompted":[164],"discuss":[167],"underlying":[169],"mechanisms":[170],"biological":[173]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-07-30T00:00:00"}
