{"id":"https://openalex.org/W2502369445","doi":"https://doi.org/10.1002/9781118474785.ch5","title":"Participatory, dynamic models: a tool for dialogue","display_name":"Participatory, dynamic models: a tool for dialogue","publication_year":2016,"publication_date":"2016-04-11","ids":{"openalex":"https://openalex.org/W2502369445","doi":"https://doi.org/10.1002/9781118474785.ch5","mag":"2502369445"},"language":"en","primary_location":{"id":"doi:10.1002/9781118474785.ch5","doi":"https://doi.org/10.1002/9781118474785.ch5","is_oa":false,"landing_page_url":"https://doi.org/10.1002/9781118474785.ch5","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Climate in Context","raw_type":"other"},"volume":{"id":"https://openalex.org/W2486185416","display_name":"Climate in Context"},"type":"other","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/A5001144440","display_name":"Laura Schmitt Olabisi","orcid":"https://orcid.org/0000-0002-6557-9469","observed_orcids":["https://orcid.org/0000-0002-6557-9469"]},"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":"Laura Schmitt Olabisi","raw_affiliation_strings":["Department of Community Sustainability, Michigan State University, 220 Trowbridge Rd, East Lansing, MI, 48824, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Sustainability, Michigan State University, 220 Trowbridge Rd, East Lansing, MI, 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041965017","display_name":"Stuart Blythe","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":"Stuart Blythe","raw_affiliation_strings":["Writing, Rhetoric and American Cultures, Michigan State University, 220 Trowbridge Rd, East Lansing, MI, 48824, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Writing, Rhetoric and American Cultures, Michigan State University, 220 Trowbridge Rd, East Lansing, MI, 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040736014","display_name":"Ralph L. Levine","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":"Ralph Levine","raw_affiliation_strings":["Department of Community Sustainability, Michigan State University, 220 Trowbridge Rd, East Lansing, MI, 48824, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Sustainability, Michigan State University, 220 Trowbridge Rd, East Lansing, MI, 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109459401","display_name":"Lorraine L. Cameron","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1310019138","display_name":"Michigan Department of Health and Human Services","ror":"https://ror.org/03tpyg842","country_code":"US","type":"government","lineage":["https://openalex.org/I1310019138"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lorraine Cameron","raw_affiliation_strings":["Michigan Department of Community Health, Division of Environmental Health, 201 Townsend St., Lansing, MI, 48913, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Department of Community Health, Division of Environmental Health, 201 Townsend St., Lansing, MI, 48913, USA","institution_ids":["https://openalex.org/I1310019138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011273646","display_name":"Michael Beaulac","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1318163915","display_name":"Michigan Department of Environment, Great Lakes, and Energy","ror":"https://ror.org/03sy3av50","country_code":"US","type":"government","lineage":["https://openalex.org/I1318163915"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Beaulac","raw_affiliation_strings":["Michigan Department of Environmental Quality, Executive Division, 525 West Allegan St., Lansing, MI, 48909-7973, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan Department of Environmental Quality, Executive Division, 525 West Allegan St., Lansing, MI, 48909-7973, USA","institution_ids":["https://openalex.org/I1318163915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.923799991607666,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.923799991607666,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11244","display_name":"Climate Change and Health Impacts","score":0.02449999935925007,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10119","display_name":"Sustainability and Climate Change Governance","score":0.019200000911951065,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boundary-objects","display_name":"boundary objects","score":0.8069999814033508},{"id":"https://openalex.org/keywords/boundary-organizations","display_name":"boundary organizations","score":0.777999997138977},{"id":"https://openalex.org/keywords/climate-change-impacts","display_name":"climate change impacts","score":0.7149999737739563},{"id":"https://openalex.org/keywords/heat-events","display_name":"heat events","score":0.7059999704360962},{"id":"https://openalex.org/keywords/cooling-centers","display_name":"cooling centers","score":0.9520000219345093},{"id":"https://openalex.org/keywords/brownout","display_name":"brownout","score":0.7850000262260437},{"id":"https://openalex.org/keywords/heat-vulnerability","display_name":"heat vulnerability","score":0.9290000200271606},{"id":"https://openalex.org/keywords/stakeholder-engagement","display_name":"stakeholder engagement","score":0.6520000100135803},{"id":"https://openalex.org/keywords/knowledge-to-action","display_name":"knowledge to action","score":0.7310000061988831},{"id":"https://openalex.org/keywords/detroit","display_name":"Detroit","score":0.8100000023841858}],"concepts":[{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.6671762466430664},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5641223788261414},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5075243711471558},{"id":"https://openalex.org/C140988679","wikidata":"https://www.wikidata.org/wiki/Q7140444","display_name":"Participatory action research","level":2,"score":0.47547951340675354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4586465656757355},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.452450156211853},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.44993144273757935},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.4483885169029236},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4459807276725769},{"id":"https://openalex.org/C27177047","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Systems thinking","level":2,"score":0.43476009368896484},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.4168972671031952},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4138606786727905},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40874385833740234},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36411288380622864},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3582614064216614},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3394855856895447},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2870781421661377},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2851102352142334},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2599948048591614},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1880231499671936},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13186907768249512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1238778829574585},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/9781118474785.ch5","doi":"https://doi.org/10.1002/9781118474785.ch5","is_oa":false,"landing_page_url":"https://doi.org/10.1002/9781118474785.ch5","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Climate in Context","raw_type":"other"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9786999821662903,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W186505451","https://openalex.org/W252988947","https://openalex.org/W1574759792","https://openalex.org/W1915742812","https://openalex.org/W1965387421","https://openalex.org/W1971670344","https://openalex.org/W1985847897","https://openalex.org/W2005536530","https://openalex.org/W2016639619","https://openalex.org/W2018463907","https://openalex.org/W2042257911","https://openalex.org/W2054381167","https://openalex.org/W2058706480","https://openalex.org/W2074485797","https://openalex.org/W2101146790","https://openalex.org/W2108048615","https://openalex.org/W2111591671","https://openalex.org/W2115266874","https://openalex.org/W2128977901","https://openalex.org/W2129593914","https://openalex.org/W2129924773","https://openalex.org/W2152931793","https://openalex.org/W2157982262","https://openalex.org/W2162582484","https://openalex.org/W2566546937","https://openalex.org/W4248571338"],"related_works":["https://openalex.org/W1504599206","https://openalex.org/W762008772","https://openalex.org/W3044201954","https://openalex.org/W2098530430","https://openalex.org/W2912398839","https://openalex.org/W2561696813","https://openalex.org/W6992777427","https://openalex.org/W7212788163","https://openalex.org/W7052171137","https://openalex.org/W6999152014"],"abstract_inverted_index":{"Boundary":[0],"organizations":[1],"like":[2],"Regional":[3],"Integrated":[4,74],"Sciences":[5,75],"and":[6,27,39,59,97,109,118,153,155,174,191,210],"Assessments":[7,77],"RISAs":[8],"are":[9,123,162,212],"challenged":[10],"to":[11,17,125,149,164,179,182,198,206],"support":[12],"decision-making":[13],"that":[14,33,115,161,168],"is":[15],"relevant":[16],"the":[18,25,71,86,93,100,128,141,157,177,215,234],"dynamic":[19],"impacts":[20],"of":[21,95,102,143,159,188],"climate":[22,111,132],"change":[23],"on":[24,140,156],"environment":[26],"human":[28],"systems.":[29],"This":[30],"requires":[31],"tools":[32],"foster":[34],"dialogue":[35],"among":[36],"scientists,":[37],"decision-makers,":[38],"affected":[40],"populations.":[41],"A":[42],"system":[43,82,189],"dynamics":[44,83,94],"model":[45,135,170,203],"built":[46],"with":[47],"participatory":[48],"methods":[49],"can":[50,224],"become":[51],"a":[52,63,81,103,147,229],"\u201cboundary":[53],"object,\u201d":[54],"which":[55,91],"facilitates":[56],"data":[57],"collection":[58],"information":[60],"exchange":[61],"within":[62],"complex":[64],"system.":[65],"Our":[66],"research":[67],"team,":[68],"working":[69],"through":[70],"Great":[72],"Lakes":[73],"&":[76],"(GLISA)":[78],"RISA,":[79],"developed":[80],"model,":[84],"called":[85],"Mid-Michigan":[87],"Heat":[88],"Model":[89],"(MMHM),":[90],"depicts":[92],"hospitalizations":[96],"deaths":[98,152],"over":[99],"course":[101],"heat":[104,121,151],"event":[105],"in":[106,127,233],"Detroit.":[107],"Global":[108],"regional":[110],"models":[112],"have":[113],"indicated":[114],"more":[116],"severe":[117],"longer":[119],"lasting":[120],"events":[122],"likely":[124],"occur":[126],"upper":[129],"Midwest":[130],"under":[131],"change.":[133],"The":[134],"produced":[136],"some":[137],"important":[138],"insights":[139],"limitations":[142],"cooling":[144],"centers":[145],"as":[146,228],"means":[148],"reduce":[150],"hospitalizations,":[154],"sensitivity":[158],"populations":[160],"heat-vulnerable":[163],"brownouts.":[165],"We":[166],"conclude":[167],"joint":[169],"building":[171,204],"between":[172],"scientists":[173,209],"stakeholders":[175],"has":[176],"potential":[178],"transform":[180],"knowledge":[181],"action":[183],"by":[184,192],"enhancing":[185],"stakeholders'":[186],"understanding":[187],"properties":[190],"simulating":[193],"policy":[194],"or":[195,218],"management":[196],"decisions":[197],"observe":[199],"their":[200],"effectiveness.":[201],"Because":[202],"helps":[205],"clarify":[207],"whether":[208],"decision-makers":[211],"even":[213],"asking":[214],"right":[216],"questions":[217],"considering":[219],"all":[220],"appropriate":[221],"options,":[222],"it":[223],"effectively":[225],"be":[226],"used":[227],"decision-scoping":[230],"tool,":[231],"early":[232],"decision":[235],"process.":[236]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2016-08-23T00:00:00"}
