{"id":"https://openalex.org/W2889262254","doi":"https://doi.org/10.1016/j.envsoft.2018.08.028","title":"Tools and methods in participatory modeling: Selecting the right tool for the job","display_name":"Tools and methods in participatory modeling: Selecting the right tool for the job","publication_year":2018,"publication_date":"2018-08-27","ids":{"openalex":"https://openalex.org/W2889262254","doi":"https://doi.org/10.1016/j.envsoft.2018.08.028","mag":"2889262254"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2018.08.028","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2018.08.028","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S1364815218303098?via%3Dihub","source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.sciencedirect.com/science/article/am/pii/S1364815218303098?via%3Dihub","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017742557","display_name":"Alexey Voinov","orcid":"https://orcid.org/0000-0002-2985-4574"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["AU","NL"],"is_corresponding":true,"raw_author_name":"Alexey Voinov","raw_affiliation_strings":["Center on Persuasive Systems for Wise Adaptive Living (PERSWADE), Faculty of Engineering & IT, University of Technology Sydney, Australia","University of Twente, 7500 AE, Enschede, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2985-4574","affiliations":[{"raw_affiliation_string":"Center on Persuasive Systems for Wise Adaptive Living (PERSWADE), Faculty of Engineering & IT, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"University of Twente, 7500 AE, Enschede, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079047698","display_name":"Karen E. Jenni","orcid":"https://orcid.org/0000-0001-9927-7509"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"government","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karen Jenni","raw_affiliation_strings":["U.S. Geological Survey, Denver, CO 80225, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, Denver, CO 80225, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101745318","display_name":"Steven Gray","orcid":"https://orcid.org/0000-0001-7605-6674"},"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":"Steven Gray","raw_affiliation_strings":["Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077032295","display_name":"Nagesh Kolagani","orcid":"https://orcid.org/0000-0003-3870-3230"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]},{"id":"https://openalex.org/I4387155292","display_name":"Indian Institute of Information Technology Sri City","ror":"https://ror.org/026873d40","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nagesh Kolagani","raw_affiliation_strings":["Indian Institute of Information Technology Sri City, AP 517646, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Sri City, AP 517646, India","institution_ids":["https://openalex.org/I26072440","https://openalex.org/I4387155292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048968895","display_name":"Pierre D. Glynn","orcid":"https://orcid.org/0000-0001-8804-7003"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"government","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pierre D. Glynn","raw_affiliation_strings":["U.S. Geological Survey, Denver, CO 80225, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, Denver, CO 80225, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074289664","display_name":"Pierre Bommel","orcid":"https://orcid.org/0000-0002-7776-9075"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Bommel","raw_affiliation_strings":["CIRAD, UPR Green, F-34 098, Montpellier, France","UCR, Faculdad de Ciencias Agroalimentarias, San Jos\u00e9, Costa Rica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIRAD, UPR Green, F-34 098, Montpellier, France","institution_ids":["https://openalex.org/I131077856"]},{"raw_affiliation_string":"UCR, Faculdad de Ciencias Agroalimentarias, San Jos\u00e9, Costa Rica","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037616102","display_name":"Christina Prell","orcid":"https://orcid.org/0000-0003-2693-0065"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christina Prell","raw_affiliation_strings":["Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059003249","display_name":"Moira Zellner","orcid":"https://orcid.org/0000-0002-4111-3357"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moira Zellner","raw_affiliation_strings":["Director of Urban Data Visualization Lab, Department of Urban Planning and Policy, University of Illinois at Chicago, Chicago, IL 60607, USA"],"raw_orcid":"https://orcid.org/0000-0002-4111-3357","affiliations":[{"raw_affiliation_string":"Director of Urban Data Visualization Lab, Department of Urban Planning and Policy, University of Illinois at Chicago, Chicago, IL 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020730319","display_name":"Michael Paolisso","orcid":"https://orcid.org/0000-0001-6921-3985"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Paolisso","raw_affiliation_strings":["Department of Anthropology, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anthropology, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101861870","display_name":"Rebecca Jordan","orcid":"https://orcid.org/0000-0001-6684-3105"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca Jordan","raw_affiliation_strings":["Human Ecology and Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, NJ 08902, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Ecology and Ecology, Evolution, and Natural Resources, Rutgers University, New Brunswick, NJ 08902, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079759646","display_name":"Eleanor J. Sterling","orcid":"https://orcid.org/0000-0003-2692-8264"},"institutions":[{"id":"https://openalex.org/I1338124936","display_name":"American Museum of Natural History","ror":"https://ror.org/03thb3e06","country_code":"US","type":"archive","lineage":["https://openalex.org/I1338124936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eleanor Sterling","raw_affiliation_strings":["Center for Biodiversity and Conservation, American Museum of Natural History, NY, NY 10024, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biodiversity and Conservation, American Museum of Natural History, NY, NY 10024, USA","institution_ids":["https://openalex.org/I1338124936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001144440","display_name":"Laura Schmitt Olabisi","orcid":"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 and Environmental Science & Policy Program, Michigan State University, East Lansing, MI 48824, USA"],"raw_orcid":"https://orcid.org/0000-0002-6557-9469","affiliations":[{"raw_affiliation_string":"Department of Community Sustainability and Environmental Science & Policy Program, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023496425","display_name":"Philippe J. Giabbanelli","orcid":"https://orcid.org/0000-0001-6816-355X"},"institutions":[{"id":"https://openalex.org/I86115722","display_name":"Furman University","ror":"https://ror.org/04ytb9n23","country_code":"US","type":"education","lineage":["https://openalex.org/I86115722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philippe J. Giabbanelli","raw_affiliation_strings":["Department of Computer Science, Furman University, Greenville, SC 29613, USA"],"raw_orcid":"https://orcid.org/0000-0001-6816-355X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Furman University, Greenville, SC 29613, USA","institution_ids":["https://openalex.org/I86115722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006216320","display_name":"Zhanli Sun","orcid":"https://orcid.org/0000-0001-6204-4533"},"institutions":[{"id":"https://openalex.org/I4210130544","display_name":"Leibniz Institute of Agricultural Development in Transition Economies","ror":"https://ror.org/03hkr1v69","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210130544"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zhanli Sun","raw_affiliation_strings":["Leibniz Institute of Agricultural Development in Transition Economies (IAMO), Theodor-Lieser-Str. 2, 06120 Halle (Saale), Germany"],"raw_orcid":"https://orcid.org/0000-0001-6204-4533","affiliations":[{"raw_affiliation_string":"Leibniz Institute of Agricultural Development in Transition Economies (IAMO), Theodor-Lieser-Str. 2, 06120 Halle (Saale), Germany","institution_ids":["https://openalex.org/I4210130544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048421139","display_name":"Christophe Le Page","orcid":"https://orcid.org/0000-0002-1920-0091"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Le Page","raw_affiliation_strings":["CIRAD, UPR Green, F-34 098, Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-1920-0091","affiliations":[{"raw_affiliation_string":"CIRAD, UPR Green, F-34 098, Montpellier, France","institution_ids":["https://openalex.org/I131077856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073334916","display_name":"Sondoss Elsawah","orcid":"https://orcid.org/0000-0002-3485-9548"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sondoss Elsawah","raw_affiliation_strings":["Capability Systems Centre, University of New South Wales Canberra, ACT, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capability Systems Centre, University of New South Wales Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075426884","display_name":"Todd K. BenDor","orcid":"https://orcid.org/0000-0003-0132-7702"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd K. BenDor","raw_affiliation_strings":["Department of City and Regional Planning, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of City and Regional Planning, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082646301","display_name":"Klaus Hubacek","orcid":"https://orcid.org/0000-0003-2561-6090"},"institutions":[{"id":"https://openalex.org/I1317774081","display_name":"International Institute for Applied Systems Analysis","ror":"https://ror.org/02wfhk785","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I1317774081"]},{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["AT","CZ","US"],"is_corresponding":false,"raw_author_name":"Klaus Hubacek","raw_affiliation_strings":["Department of Environmental Studies, Masryk University, Jo\u0161tova 10, 602 00 Brno, Czech Republic","Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA","International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria"],"raw_orcid":"https://orcid.org/0000-0003-2561-6090","affiliations":[{"raw_affiliation_string":"Department of Environmental Studies, Masryk University, Jo\u0161tova 10, 602 00 Brno, Czech Republic","institution_ids":["https://openalex.org/I21449261"]},{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD 20742, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria","institution_ids":["https://openalex.org/I1317774081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032516949","display_name":"Bethany K. Laursen","orcid":"https://orcid.org/0000-0001-8935-9607"},"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":"Bethany K. Laursen","raw_affiliation_strings":["Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA","Department of Philosophy, Michigan State University, East Lansing, MI 48824, USA"],"raw_orcid":"https://orcid.org/0000-0001-8935-9607","affiliations":[{"raw_affiliation_string":"Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Department of Philosophy, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012176291","display_name":"Antonie Jetter","orcid":"https://orcid.org/0000-0002-5771-9003"},"institutions":[{"id":"https://openalex.org/I126345244","display_name":"Portland State University","ror":"https://ror.org/00yn2fy02","country_code":"US","type":"education","lineage":["https://openalex.org/I126345244"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Antonie Jetter","raw_affiliation_strings":["Department of Engineering and Technology Management, Portland State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Technology Management, Portland State University, USA","institution_ids":["https://openalex.org/I126345244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089282067","display_name":"Laura Basco\u2010Carrera","orcid":"https://orcid.org/0000-0003-1613-1251"},"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 Basco-Carrera","raw_affiliation_strings":["Department of Community Sustainability and Environmental Science & Policy Program, Michigan State University, East Lansing, MI 48824, USA"],"raw_orcid":"https://orcid.org/0000-0003-1613-1251","affiliations":[{"raw_affiliation_string":"Department of Community Sustainability and Environmental Science & Policy Program, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001960715","display_name":"Alison Singer","orcid":"https://orcid.org/0000-0003-3182-5999"},"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":"Alison Singer","raw_affiliation_strings":["Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065152285","display_name":"Laura C. Young","orcid":null},"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 Young","raw_affiliation_strings":["Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA","Department of Community Sustainability and Environmental Science & Policy Program, Michigan State University, East Lansing, MI 48824, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Department of Community Sustainability and Environmental Science & Policy Program, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030536291","display_name":"Jessica Brunacini","orcid":null},"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":"Jessica Brunacini","raw_affiliation_strings":["Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Community Sustainability, Michigan State University, East Lansing, MI 48824, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037066450","display_name":"Alex Smajgl","orcid":"https://orcid.org/0000-0003-1818-0698"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I55913730","display_name":"Bangkok University","ror":"https://ror.org/002qeva03","country_code":"TH","type":"education","lineage":["https://openalex.org/I55913730"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["AU","NL","TH"],"is_corresponding":false,"raw_author_name":"Alex Smajgl","raw_affiliation_strings":["Mekong Region Futures Institute (MERFI), Bangkok, 10110, Thailand","Center on Persuasive Systems for Wise Adaptive Living (PERSWADE), Faculty of Engineering & IT, University of Technology Sydney, Australia","University of Twente, 7500 AE, Enschede, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mekong Region Futures Institute (MERFI), Bangkok, 10110, Thailand","institution_ids":["https://openalex.org/I55913730"]},{"raw_affiliation_string":"Center on Persuasive Systems for Wise Adaptive Living (PERSWADE), Faculty of Engineering & IT, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"University of Twente, 7500 AE, Enschede, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":9,"institutions_distinct_count":25,"corresponding_author_ids":["https://openalex.org/A5017742557"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I94624287"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":32.5855,"has_fulltext":true,"cited_by_count":462,"citation_normalized_percentile":{"value":0.99863954,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"109","issue":null,"first_page":"232","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9958000183105469,"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":0.9958000183105469,"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/T14147","display_name":"Innovative Approaches in Technology and Social Development","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10119","display_name":"Sustainability and Climate Change Governance","score":0.9713000059127808,"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/selection","display_name":"Selection (genetic algorithm)","score":0.7189421057701111},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6762076020240784},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6751309037208557},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.6644331216812134},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6294977068901062},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5871813893318176},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.484923392534256},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.44463402032852173},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.39495572447776794},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37631040811538696},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19672206044197083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16908863186836243},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09046792984008789},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07142740488052368}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7189421057701111},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6762076020240784},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6751309037208557},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.6644331216812134},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6294977068901062},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5871813893318176},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.484923392534256},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.44463402032852173},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39495572447776794},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37631040811538696},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19672206044197083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16908863186836243},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09046792984008789},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07142740488052368},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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":10,"locations":[{"id":"doi:10.1016/j.envsoft.2018.08.028","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2018.08.028","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S1364815218303098?via%3Dihub","source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/b6ef06eb-448c-4591-8224-7ba2ec9f1e4e","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/b6ef06eb-448c-4591-8224-7ba2ec9f1e4e","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Voinov, A, Jenni, K, Gray, S, Kolagani, N, Glynn, P D, Bommel, P, Prell, C, Zellner, M, Paolisso, M, Jordan, R, Sterling, E, Schmitt Olabisi, L, Giabbanelli, P J, Sun, Z, Le Page, C, Elsawah, S, BenDor, T K, Hubacek, K, Laursen, B K, Jetter, A, Basco-Carrera, L, Singer, A, Young, L, Brunacini, J & Smajgl, A 2018, 'Tools and methods in participatory modeling : Selecting the right tool for the job', Environmental Modelling and Software, vol. 109, pp. 232-255. https://doi.org/10.1016/j.envsoft.2018.08.028","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.iiasa.ac.at:15463","is_oa":true,"landing_page_url":null,"pdf_url":"http://pure.iiasa.ac.at/id/eprint/15463/1/Tools%20and%20methods%20in%20participatory%20modeling-clean.pdf","source":{"id":"https://openalex.org/S4306401423","display_name":"IIASA PURE (International Institute of Applied Systems Analysis)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1317774081","host_organization_name":"International Institute for Applied Systems Analysis","host_organization_lineage":["https://openalex.org/I1317774081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pdxscholar.library.pdx.edu:etm_fac-1162","is_oa":false,"landing_page_url":"https://pdxscholar.library.pdx.edu/etm_fac/157","pdf_url":null,"source":{"id":"https://openalex.org/S4377196300","display_name":"PDXScholar  (Portland State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126345244","host_organization_name":"Portland State University","host_organization_lineage":["https://openalex.org/I126345244"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Engineering and Technology Management Faculty Publications and Presentations","raw_type":"text"},{"id":"pmh:oai:agritrop.cirad.fr:588722","is_oa":false,"landing_page_url":"http://agritrop.cirad.fr/588722/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Environmental Modelling and Software","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/131730","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/131730","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:ris.utwente.nl:publications/b6ef06eb-448c-4591-8224-7ba2ec9f1e4e","is_oa":true,"landing_page_url":"https://ezproxy2.utwente.nl/login?url=https://library.itc.utwente.nl/login/2018/isi/voinov_too.pdf","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Voinov , A , Jenni , K , Gray , S , Kolagani , N , Glynn , P D , Bommel , P , Prell , C , Zellner , M , Paolisso , M , Jordan , R , Sterling , E , Schmitt Olabisi , L , Giabbanelli , P J , Sun , Z , Le Page , C , Elsawah , S , BenDor , T K , Hubacek , K , Laursen , B K , Jetter , A , Basco-Carrera , L , Singer , A , Young , L , Brunacini , J &amp; Smajgl , A 2018 , ' Tools and methods in participatory modeling : Selecting the right tool for the job ' , Environmental Modelling and Software , vol. 109 , pp. 232-255 . https://doi.org/10.1016/j.envsoft.2018.08.028","raw_type":"article"},{"id":"pmh:rug:oai:pure.rug.nl:publications/49d4156b-e1ea-401d-a4c6-456e856ae6f0","is_oa":false,"landing_page_url":"https://www.rug.nl/research/portal/en/publications/tools-and-methods-in-participatory-modeling(49d4156b-e1ea-401d-a4c6-456e856ae6f0).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Environmental Modelling &amp; Software, 109, 232 - 255. ELSEVIER SCI LTD","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:rug:oai:pure.rug.nl:publications/684d4315-4643-4422-b187-ed2bfd3c7873","is_oa":false,"landing_page_url":"https://www.rug.nl/research/portal/en/publications/tools-and-methods-in-participatory-modeling-selecting-the-right-tool-for-the-job(684d4315-4643-4422-b187-ed2bfd3c7873).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Environmental Modelling and Software, 109, 232 - 255. ELSEVIER SCI LTD","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:rug:oai:pure.rug.nl:publications/ee648a58-8e12-4d24-b17b-20b9134a47c6","is_oa":false,"landing_page_url":"https://www.rug.nl/research/portal/en/publications/tools-and-methods-in-participatory-modeling(ee648a58-8e12-4d24-b17b-20b9134a47c6).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Environmental Modelling and Software, 109, 232 - 255. ELSEVIER SCI LTD","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.envsoft.2018.08.028","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2018.08.028","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S1364815218303098?via%3Dihub","source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3400587079","display_name":null,"funder_award_id":"DBI-1052875","funder_id":"https://openalex.org/F4320314918","funder_display_name":"National Socio-Environmental Synthesis Center"},{"id":"https://openalex.org/G4627024066","display_name":null,"funder_award_id":"1052875","funder_id":"https://openalex.org/F4320314918","funder_display_name":"National Socio-Environmental Synthesis Center"},{"id":"https://openalex.org/G6175587847","display_name":null,"funder_award_id":"1052875","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7906244576","display_name":null,"funder_award_id":"DBI-1052875","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/F4320314918","display_name":"National Socio-Environmental Synthesis Center","ror":"https://ror.org/03exg0778"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2889262254.pdf","grobid_xml":"https://content.openalex.org/works/W2889262254.grobid-xml"},"referenced_works_count":200,"referenced_works":["https://openalex.org/W15096109","https://openalex.org/W61562365","https://openalex.org/W219079515","https://openalex.org/W341154496","https://openalex.org/W398374693","https://openalex.org/W563141665","https://openalex.org/W578877956","https://openalex.org/W645111971","https://openalex.org/W826178049","https://openalex.org/W936871798","https://openalex.org/W1483709980","https://openalex.org/W1492272080","https://openalex.org/W1492367679","https://openalex.org/W1504679067","https://openalex.org/W1512778952","https://openalex.org/W1515627803","https://openalex.org/W1517714250","https://openalex.org/W1520593407","https://openalex.org/W1522592191","https://openalex.org/W1540174907","https://openalex.org/W1542779592","https://openalex.org/W1545687796","https://openalex.org/W1559998199","https://openalex.org/W1566134500","https://openalex.org/W1572277002","https://openalex.org/W1586219143","https://openalex.org/W1655466279","https://openalex.org/W1731771962","https://openalex.org/W1744787401","https://openalex.org/W1774328309","https://openalex.org/W1822004825","https://openalex.org/W1859824786","https://openalex.org/W1934468265","https://openalex.org/W1973294727","https://openalex.org/W1977634773","https://openalex.org/W1981134245","https://openalex.org/W1986635454","https://openalex.org/W1986784468","https://openalex.org/W1987349636","https://openalex.org/W1994322930","https://openalex.org/W1997725098","https://openalex.org/W1998131966","https://openalex.org/W2003336779","https://openalex.org/W2003970683","https://openalex.org/W2005401376","https://openalex.org/W2005536530","https://openalex.org/W2007934511","https://openalex.org/W2008251417","https://openalex.org/W2010750308","https://openalex.org/W2012385536","https://openalex.org/W2014381437","https://openalex.org/W2016515228","https://openalex.org/W2017041372","https://openalex.org/W2024311226","https://openalex.org/W2026948646","https://openalex.org/W2027582863","https://openalex.org/W2029040208","https://openalex.org/W2031036677","https://openalex.org/W2033012397","https://openalex.org/W2041410182","https://openalex.org/W2042885415","https://openalex.org/W2044085124","https://openalex.org/W2046751785","https://openalex.org/W2048076161","https://openalex.org/W2049691839","https://openalex.org/W2051105555","https://openalex.org/W2059341681","https://openalex.org/W2063935068","https://openalex.org/W2065361277","https://openalex.org/W2066050380","https://openalex.org/W2069178824","https://openalex.org/W2070669950","https://openalex.org/W2070701946","https://openalex.org/W2071261611","https://openalex.org/W2076848974","https://openalex.org/W2077686680","https://openalex.org/W2078195391","https://openalex.org/W2080775498","https://openalex.org/W2082175486","https://openalex.org/W2085593420","https://openalex.org/W2085676516","https://openalex.org/W2087054423","https://openalex.org/W2091114494","https://openalex.org/W2092272056","https://openalex.org/W2093262754","https://openalex.org/W2096384981","https://openalex.org/W2098983012","https://openalex.org/W2099792352","https://openalex.org/W2099815494","https://openalex.org/W2101412657","https://openalex.org/W2102194789","https://openalex.org/W2104032378","https://openalex.org/W2110708190","https://openalex.org/W2110877356","https://openalex.org/W2112459642","https://openalex.org/W2112673137","https://openalex.org/W2114608579","https://openalex.org/W2115455690","https://openalex.org/W2116090915","https://openalex.org/W2116996257","https://openalex.org/W2125497117","https://openalex.org/W2127470579","https://openalex.org/W2127862881","https://openalex.org/W2129593914","https://openalex.org/W2131309958","https://openalex.org/W2132430904","https://openalex.org/W2135838082","https://openalex.org/W2138283560","https://openalex.org/W2138639824","https://openalex.org/W2139465511","https://openalex.org/W2140786440","https://openalex.org/W2145120808","https://openalex.org/W2150362784","https://openalex.org/W2150704630","https://openalex.org/W2151389381","https://openalex.org/W2154492562","https://openalex.org/W2155459485","https://openalex.org/W2159280793","https://openalex.org/W2159611455","https://openalex.org/W2162582484","https://openalex.org/W2167508872","https://openalex.org/W2184763902","https://openalex.org/W2197287850","https://openalex.org/W2197781465","https://openalex.org/W2202913628","https://openalex.org/W2210621513","https://openalex.org/W2213487080","https://openalex.org/W2219940921","https://openalex.org/W2224258117","https://openalex.org/W2227004652","https://openalex.org/W2263689052","https://openalex.org/W2283125853","https://openalex.org/W2298674667","https://openalex.org/W2314863427","https://openalex.org/W2321511225","https://openalex.org/W2325070865","https://openalex.org/W2327144787","https://openalex.org/W2327160079","https://openalex.org/W2329461851","https://openalex.org/W2477994280","https://openalex.org/W2484406138","https://openalex.org/W2486405117","https://openalex.org/W2499828064","https://openalex.org/W2502018732","https://openalex.org/W2530825647","https://openalex.org/W2544171483","https://openalex.org/W2549412929","https://openalex.org/W2550489370","https://openalex.org/W2566681634","https://openalex.org/W2582577118","https://openalex.org/W2586394092","https://openalex.org/W2599913900","https://openalex.org/W2602799623","https://openalex.org/W2603779228","https://openalex.org/W2608556433","https://openalex.org/W2613902989","https://openalex.org/W2614078399","https://openalex.org/W2615156462","https://openalex.org/W2616731126","https://openalex.org/W2732016147","https://openalex.org/W2736993500","https://openalex.org/W2749967894","https://openalex.org/W2755999385","https://openalex.org/W2757204188","https://openalex.org/W2805650948","https://openalex.org/W2807073315","https://openalex.org/W2902734245","https://openalex.org/W2944391913","https://openalex.org/W4243486019","https://openalex.org/W4285719527","https://openalex.org/W4297837231","https://openalex.org/W4300696238","https://openalex.org/W4387839554","https://openalex.org/W6600661023","https://openalex.org/W6611513631","https://openalex.org/W6624695349","https://openalex.org/W6628779903","https://openalex.org/W6630140722","https://openalex.org/W6630623148","https://openalex.org/W6630962927","https://openalex.org/W6634305423","https://openalex.org/W6635186797","https://openalex.org/W6638931531","https://openalex.org/W6650817910","https://openalex.org/W6674967047","https://openalex.org/W6675234513","https://openalex.org/W6676967465","https://openalex.org/W6681073311","https://openalex.org/W6681542075","https://openalex.org/W6682998868","https://openalex.org/W6687136836","https://openalex.org/W6687657549","https://openalex.org/W6701325402","https://openalex.org/W6735037831","https://openalex.org/W6737863947","https://openalex.org/W6743569673","https://openalex.org/W6751641705","https://openalex.org/W6751708864","https://openalex.org/W6756769106","https://openalex.org/W6910183645"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"Various":[0],"tools":[1,22,79],"and":[2,15,23,30,47,54,59,95,136,153],"methods":[3,24,50,77,109],"are":[4],"used":[5],"in":[6,80,159],"participatory":[7,160,177],"modelling,":[8],"at":[9,172],"different":[10,17,173],"stages":[11,174],"of":[12,21,49,75,86,97,107,119,156,175],"the":[13,34,70,73,87,92,98,105,108,132,138,143,176],"process":[14,135],"for":[16,28,38,72,142],"purposes.":[18],"The":[19],"diversity":[20],"can":[25,145],"create":[26],"challenges":[27],"stakeholders":[29,55],"modelers":[31,53,99,157],"when":[32],"selecting":[33],"ones":[35],"most":[36,85,139],"appropriate":[37,140],"their":[39,57],"projects.":[40],"We":[41],"offer":[42,163],"a":[43,81,101,154],"systematic":[44],"overview,":[45],"assessment,":[46],"categorization":[48],"to":[51,166],"assist":[52],"with":[56],"choices":[58],"decisions.":[60],"Most":[61],"available":[62],"literature":[63],"provides":[64],"little":[65],"justification":[66],"or":[67,78],"information":[68],"on":[69,104,150],"reasons":[71],"use":[74],"particular":[76],"given":[82],"study.":[83],"In":[84],"cases,":[88],"it":[89],"seems":[90],"that":[91,127],"prior":[93],"experience":[94],"skills":[96],"had":[100],"dominant":[102],"effect":[103],"selection":[106,134,171],"used.":[110],"While":[111],"we":[112,124,162],"have":[113],"not":[114],"found":[115],"any":[116],"real":[117],"evidence":[118],"this":[120],"approach":[121],"being":[122],"wrong,":[123],"do":[125],"think":[126],"putting":[128],"more":[129],"thought":[130],"into":[131],"method":[133,141,170],"choosing":[137],"project":[144],"produce":[146],"better":[147],"results.":[148],"Based":[149],"expert":[151],"opinion":[152],"survey":[155],"engaged":[158],"processes,":[161],"practical":[164],"guidelines":[165],"improve":[167],"decisions":[168],"about":[169],"modeling":[178],"process.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":71},{"year":2024,"cited_by_count":78},{"year":2023,"cited_by_count":67},{"year":2022,"cited_by_count":73},{"year":2021,"cited_by_count":71},{"year":2020,"cited_by_count":44},{"year":2019,"cited_by_count":33}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
