{"id":"https://openalex.org/W3176714866","doi":"https://doi.org/10.1145/3456565.3460066","title":"Modeling the Growth and Spread of Infectious Diseases to Teach Computational Thinking","display_name":"Modeling the Growth and Spread of Infectious Diseases to Teach Computational Thinking","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3176714866","doi":"https://doi.org/10.1145/3456565.3460066","mag":"3176714866"},"language":"en","primary_location":{"id":"doi:10.1145/3456565.3460066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456565.3460066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V. 2","raw_type":"proceedings-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/A5057333166","display_name":"Meara Pellar-Kosbar","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Meara Pellar-Kosbar","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054246556","display_name":"Dylan Gaines","orcid":"https://orcid.org/0000-0002-2747-7680"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dylan Gaines","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073163582","display_name":"Lauren Monroe","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lauren Monroe","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043056144","display_name":"Alec Rospierski","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alec Rospierski","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027039434","display_name":"Alexander Martin","orcid":"https://orcid.org/0000-0003-1241-2435"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Martin","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038984489","display_name":"Ben Vigna","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Vigna","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048005910","display_name":"Devin J. Stewart","orcid":"https://orcid.org/0000-0001-8841-2656"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Devin Stewart","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081189614","display_name":"Jared Perttunen","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jared Perttunen","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047662031","display_name":"Calvin Voss","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Calvin Voss","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001179760","display_name":"Robert Pastel","orcid":null},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Pastel","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006026233","display_name":"Leo C. Ureel","orcid":"https://orcid.org/0000-0002-2214-5468"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leo C. Ureel","raw_affiliation_strings":["Michigan Technological University, Houghton, MI, USA"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University, Houghton, MI, USA","institution_ids":["https://openalex.org/I11957088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5057333166"],"corresponding_institution_ids":["https://openalex.org/I11957088"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05852648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"658","last_page":"658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9815999865531921,"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"}},"topics":[{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9815999865531921,"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/computational-thinking","display_name":"Computational thinking","score":0.8828393220901489},{"id":"https://openalex.org/keywords/tinker","display_name":"Tinker","score":0.7318884134292603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6339913606643677},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5998006463050842},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5754803419113159},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.5025644302368164},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4890495240688324},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.43804723024368286},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.424307644367218},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3608677387237549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28912192583084106},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15143629908561707},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11851358413696289},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09479501843452454},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08864498138427734}],"concepts":[{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.8828393220901489},{"id":"https://openalex.org/C2778828181","wikidata":"https://www.wikidata.org/wiki/Q338221","display_name":"Tinker","level":2,"score":0.7318884134292603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6339913606643677},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5998006463050842},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5754803419113159},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.5025644302368164},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4890495240688324},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.43804723024368286},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.424307644367218},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3608677387237549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28912192583084106},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15143629908561707},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11851358413696289},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09479501843452454},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08864498138427734},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3456565.3460066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456565.3460066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V. 2","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p-34418","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p/15116","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications, Part 1","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2044142249","https://openalex.org/W2099770910"],"related_works":["https://openalex.org/W2899834712","https://openalex.org/W262998428","https://openalex.org/W2116817435","https://openalex.org/W2989007402","https://openalex.org/W4291475988","https://openalex.org/W2907384944","https://openalex.org/W3205917186","https://openalex.org/W2500787716","https://openalex.org/W2805176976","https://openalex.org/W3194517161"],"abstract_inverted_index":{"Modeling":[0],"is":[1,93],"commonly":[2],"employed":[3],"in":[4,58],"school":[5,97],"settings":[6],"to":[7,47,94],"help":[8,95],"students":[9,27,46,98],"develop":[10,99],"an":[11],"understanding":[12],"of":[13,24,39,78,87],"biological":[14],"systems":[15],"[3].":[16],"By":[17],"inspecting":[18],"and":[19,33,67,76,85],"modifying":[20],"the":[21,37,40,54,74,83,110],"inner":[22],"workings":[23],"their":[25],"models,":[26],"become":[28],"familiar":[29],"with":[30,49],"causal":[31],"factors":[32],"how":[34,105],"they":[35],"impact":[36],"properties":[38],"model.":[41],"We":[42],"believe":[43],"that":[44,81],"allowing":[45],"tinker":[48],"computational":[50,59,100],"models":[51,82],"involves":[52],"developing":[53],"same":[55],"skills":[56,102],"used":[57],"thinking,":[60],"such":[61],"as":[62],"abstraction,":[63],"decomposition,":[64],"analysis,":[65],"automation,":[66],"generalization.":[68],"In":[69],"this":[70],"poster,":[71],"we":[72],"discuss":[73],"design":[75],"implementation":[77],"a":[79,88,106],"simulation":[80],"growth":[84],"spread":[86],"hypothetical":[89],"disease.":[90],"The":[91],"goal":[92],"middle":[96],"thinking":[101],"while":[103],"learning":[104],"virus":[107],"spreads":[108],"through":[109],"human":[111],"population.":[112]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
