{"id":"https://openalex.org/W2015595094","doi":"https://doi.org/10.1119/1.4870502","title":"Bridging physics and biology teaching through modeling","display_name":"Bridging physics and biology teaching through modeling","publication_year":2014,"publication_date":"2014-04-24","ids":{"openalex":"https://openalex.org/W2015595094","doi":"https://doi.org/10.1119/1.4870502","mag":"2015595094"},"language":"en","primary_location":{"id":"doi:10.1119/1.4870502","doi":"https://doi.org/10.1119/1.4870502","is_oa":false,"landing_page_url":"https://doi.org/10.1119/1.4870502","pdf_url":null,"source":{"id":"https://openalex.org/S38866342","display_name":"American Journal of Physics","issn_l":"0002-9505","issn":["0002-9505","1943-2909"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Journal of Physics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1308.3517","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Aidan M. Hoskinson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aidan M. Hoskinson","raw_affiliation_strings":["Department of Plant Biology, Michigan State University , East Lansing, Michigan 48824"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Plant Biology, Michigan State University , East Lansing, Michigan 48824","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069736121","display_name":"Brian A. Couch","orcid":"https://orcid.org/0000-0001-6972-6561","observed_orcids":["https://orcid.org/0000-0001-6972-6561"]},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian A. Couch","raw_affiliation_strings":["Department of Molecular, Cellular, and Developmental Biology, University of Colorado Boulder , Boulder, Colorado 80309"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Molecular, Cellular, and Developmental Biology, University of Colorado Boulder , Boulder, Colorado 80309","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087463886","display_name":"Benjamin M. Zwickl","orcid":"https://orcid.org/0000-0002-8925-6912","observed_orcids":["https://orcid.org/0000-0002-8925-6912"]},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin M. Zwickl","raw_affiliation_strings":["School of Physics and Astronomy, Rochester Institute of Technology , Rochester, New York 14623"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Astronomy, Rochester Institute of Technology , Rochester, New York 14623","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030066853","display_name":"Kathleen A. Hinko","orcid":"https://orcid.org/0000-0001-6394-9385","observed_orcids":["https://orcid.org/0000-0001-6394-9385"]},"institutions":[{"id":"https://openalex.org/I137473845","display_name":"Joint Institute for Laboratory Astrophysics","ror":"https://ror.org/008hybe55","country_code":"US","type":"facility","lineage":["https://openalex.org/I1321296531","https://openalex.org/I1343035065","https://openalex.org/I137473845","https://openalex.org/I188538660"]},{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathleen A. Hinko","raw_affiliation_strings":["Department of Physics and JILA NSF Physics Frontier Center for Atomic, Molecular and Optical Physics, University of Colorado Boulder , Boulder, Colorado 80309"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and JILA NSF Physics Frontier Center for Atomic, Molecular and Optical Physics, University of Colorado Boulder , Boulder, Colorado 80309","institution_ids":["https://openalex.org/I137473845","https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089908381","display_name":"Marcos D. Caballero","orcid":"https://orcid.org/0000-0003-0717-4583","observed_orcids":["https://orcid.org/0000-0003-0717-4583"]},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcos D. Caballero","raw_affiliation_strings":["Department of Physics and Astronomy, Michigan State University , East Lansing, Michigan 48824"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, Michigan State University , East Lansing, Michigan 48824","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.1003,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97393393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"82","issue":"5","first_page":"434","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.9940999746322632,"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":0.9940999746322632,"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/T12931","display_name":"Educational Methods and Outcomes","score":0.002199999988079071,"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/T12182","display_name":"Evolution and Science Education","score":0.0008999999845400453,"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/scientific-modeling","display_name":"scientific modeling","score":0.9419999718666077},{"id":"https://openalex.org/keywords/interdisciplinary-science-education","display_name":"interdisciplinary science education","score":0.6970000267028809},{"id":"https://openalex.org/keywords/modeling-skills","display_name":"modeling skills","score":0.7369999885559082},{"id":"https://openalex.org/keywords/scientific-practice","display_name":"scientific practice","score":0.6539999842643738},{"id":"https://openalex.org/keywords/life-science-majors","display_name":"life science majors","score":0.7689999938011169},{"id":"https://openalex.org/keywords/predictive-model","display_name":"prediction model","score":0.5690000057220459},{"id":"https://openalex.org/keywords/explanatory-models","display_name":"explanatory models","score":0.8799999952316284},{"id":"https://openalex.org/keywords/functional-model","display_name":"functional model","score":0.8519999980926514},{"id":"https://openalex.org/keywords/modeling-process","display_name":"modeling process","score":0.4309999942779541}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.5975000262260437},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.5547999739646912},{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.4553999900817871},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.450300008058548},{"id":"https://openalex.org/C50773583","wikidata":"https://www.wikidata.org/wiki/Q1294199","display_name":"Physics education","level":2,"score":0.4440000057220459},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4262000024318695},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.40139999985694885},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3950999975204468},{"id":"https://openalex.org/C138379479","wikidata":"https://www.wikidata.org/wiki/Q1116876","display_name":"Scientific modelling","level":2,"score":0.34529998898506165},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C193235544","wikidata":"https://www.wikidata.org/wiki/Q7991","display_name":"Natural science","level":2,"score":0.3142000138759613},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.29820001125335693},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.28610000014305115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28439998626708984},{"id":"https://openalex.org/C152662350","wikidata":"https://www.wikidata.org/wiki/Q815297","display_name":"Systems biology","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.26499998569488525}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1119/1.4870502","doi":"https://doi.org/10.1119/1.4870502","is_oa":false,"landing_page_url":"https://doi.org/10.1119/1.4870502","pdf_url":null,"source":{"id":"https://openalex.org/S38866342","display_name":"American Journal of Physics","issn_l":"0002-9505","issn":["0002-9505","1943-2909"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-3"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"American Journal of Physics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1308.3517","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1308.3517","pdf_url":"https://arxiv.org/pdf/1308.3517","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:digitalcommons.unl.edu:bioscifacpub-1648","doi":null,"is_oa":true,"landing_page_url":"https://digitalcommons.unl.edu/bioscifacpub/652","pdf_url":"https://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=1648&context=bioscifacpub","source":{"id":"https://openalex.org/S4306400577","display_name":"Lincoln (University of Nebraska)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114395901","host_organization_name":"University of Nebraska\u2013Lincoln","host_organization_lineage":["https://openalex.org/I114395901"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Biological Sciences: Faculty Publications","raw_type":"text"},{"id":"doi:10.48550/arxiv.1308.3517","doi":"https://doi.org/10.48550/arxiv.1308.3517","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1308.3517","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1308.3517","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1308.3517","pdf_url":"https://arxiv.org/pdf/1308.3517","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8278999924659729}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1832470024","display_name":"Using a Research-based Approach to Reform Upper-division Laboratory Courses","funder_award_id":"1043028","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"},{"id":"https://openalex.org/F4320337408","display_name":"Division of Undergraduate Education","ror":"https://ror.org/02kd4km72"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2015595094.pdf","grobid_xml":"https://content.openalex.org/works/W2015595094.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W255661142","https://openalex.org/W578693046","https://openalex.org/W1520008558","https://openalex.org/W1576017956","https://openalex.org/W1580111458","https://openalex.org/W1622470082","https://openalex.org/W1662407892","https://openalex.org/W1891455779","https://openalex.org/W1988054515","https://openalex.org/W2002159977","https://openalex.org/W2033756158","https://openalex.org/W2034341767","https://openalex.org/W2063939301","https://openalex.org/W2083610746","https://openalex.org/W2110358030","https://openalex.org/W2121657821","https://openalex.org/W2122537527","https://openalex.org/W2127030547","https://openalex.org/W2149099909","https://openalex.org/W2160865907","https://openalex.org/W2526962366","https://openalex.org/W2886409168","https://openalex.org/W2888597305","https://openalex.org/W2899042230","https://openalex.org/W2953019934","https://openalex.org/W3148083765","https://openalex.org/W4239711785","https://openalex.org/W4251755993","https://openalex.org/W4253258483","https://openalex.org/W4285719527","https://openalex.org/W4402271966","https://openalex.org/W4402272018"],"related_works":["https://openalex.org/W2030852901","https://openalex.org/W2066782279","https://openalex.org/W2217616243","https://openalex.org/W2083924563","https://openalex.org/W7222193349","https://openalex.org/W7117647779","https://openalex.org/W2099368108","https://openalex.org/W2158283921","https://openalex.org/W2089485705","https://openalex.org/W1994380079"],"abstract_inverted_index":{"As":[0],"the":[1,8,32,40,47,52,60,84,96,125,134,170],"frontiers":[2],"of":[3,42,49,54,62,83,98,124,136,172],"biology":[4,70,180],"become":[5],"increasingly":[6],"interdisciplinary,":[7],"physics":[9,19,68,137,178],"education":[10],"community":[11],"has":[12],"engaged":[13],"in":[14,64,169,190],"ongoing":[15],"efforts":[16,28,93],"to":[17,23,80,94,116,176,183],"make":[18],"classes":[20],"more":[21],"relevant":[22],"life":[24],"science":[25],"majors.":[26],"These":[27],"are":[29,71],"complicated":[30],"by":[31],"many":[33],"apparent":[34,131],"differences":[35,132],"between":[36,133],"these":[37,99],"fields,":[38],"including":[39],"types":[41],"systems":[43],"that":[44,56,74,92],"each":[45,57,65,159],"studies,":[46],"behavior":[48],"those":[50],"systems,":[51],"kinds":[53],"measurements":[55,79],"makes,":[58],"and":[59,69,78,119,138,151,154,179,182],"role":[61],"mathematics":[63],"field.":[66],"Nonetheless,":[67],"both":[72,117],"sciences":[73],"rely":[75],"on":[76,142],"observations":[77],"construct":[81],"models":[82,144,157],"natural":[85],"world.":[86],"In":[87],"this":[88],"article,":[89],"we":[90,174],"propose":[91],"bridge":[95,177],"teaching":[97,135,168,181],"two":[100],"disciplines":[101,118],"must":[102],"emphasize":[103],"shared":[104],"scientific":[105,108,192],"practices,":[106],"particularly":[107],"modeling.":[109],"We":[110,140],"define":[111],"modeling":[112,126,163,187],"using":[113],"language":[114],"common":[115,156],"highlight":[120],"how":[121,143],"an":[122],"understanding":[123],"process":[127],"can":[128,145],"help":[129],"reconcile":[130],"biology.":[139],"elaborate":[141],"be":[146],"used":[147],"for":[148],"explanatory,":[149],"predictive,":[150],"functional":[152],"purposes":[153],"present":[155],"from":[158],"discipline":[160],"demonstrating":[161],"key":[162],"principles.":[164],"By":[165],"framing":[166],"interdisciplinary":[167],"context":[171],"modeling,":[173],"aim":[175],"equip":[184],"students":[185],"with":[186],"competencies":[188],"applicable":[189],"any":[191],"discipline.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}