{"id":"https://openalex.org/W2888142258","doi":"https://doi.org/10.3390/systems6030033","title":"An Integrated Participatory Systems Modelling Approach: Application to Construction Innovation","display_name":"An Integrated Participatory Systems Modelling Approach: Application to Construction Innovation","publication_year":2018,"publication_date":"2018-08-20","ids":{"openalex":"https://openalex.org/W2888142258","doi":"https://doi.org/10.3390/systems6030033","mag":"2888142258"},"language":"en","primary_location":{"id":"doi:10.3390/systems6030033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems6030033","pdf_url":"https://www.mdpi.com/2079-8954/6/3/33/pdf?version=1534770160","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/6/3/33/pdf?version=1534770160","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029716439","display_name":"Emiliya Suprun","orcid":"https://orcid.org/0000-0002-6916-0366"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Emiliya Suprun","raw_affiliation_strings":["Cities Research Institute, Griffith University, Gold Coast, QLD 4222, Australia","GCCRP Systems Modelling Group, Griffith University, Gold Coast, QLD 4222, Australia","School of Engineering and Built Environment, Griffith University, Gold Coast, QLD 4222, Australia"],"affiliations":[{"raw_affiliation_string":"Cities Research Institute, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"GCCRP Systems Modelling Group, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"School of Engineering and Built Environment, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073758667","display_name":"Oz Sahin","orcid":"https://orcid.org/0000-0002-1914-5379"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Oz Sahin","raw_affiliation_strings":["Cities Research Institute, Griffith University, Gold Coast, QLD 4222, Australia","GCCRP Systems Modelling Group, Griffith University, Gold Coast, QLD 4222, Australia","School of Engineering and Built Environment, Griffith University, Gold Coast, QLD 4222, Australia"],"affiliations":[{"raw_affiliation_string":"Cities Research Institute, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"GCCRP Systems Modelling Group, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"School of Engineering and Built Environment, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030294949","display_name":"Rodney A. Stewart","orcid":"https://orcid.org/0000-0002-6013-3505"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rodney Anthony Stewart","raw_affiliation_strings":["Cities Research Institute, Griffith University, Gold Coast, QLD 4222, Australia","GCCRP Systems Modelling Group, Griffith University, Gold Coast, QLD 4222, Australia","School of Engineering and Built Environment, Griffith University, Gold Coast, QLD 4222, Australia"],"affiliations":[{"raw_affiliation_string":"Cities Research Institute, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"GCCRP Systems Modelling Group, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"School of Engineering and Built Environment, Griffith University, Gold Coast, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072505908","display_name":"Kriengsak Panuwatwanich","orcid":"https://orcid.org/0000-0002-6303-9485"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kriengsak Panuwatwanich","raw_affiliation_strings":["School of Civil Engineering and Technology, Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani 12120, Thailand"],"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Technology, Sirindhorn International Institute of Technology, Thammasat University, Pathum Thani 12120, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084870172","display_name":"Y Shcherbachenko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaroslav Shcherbachenko","raw_affiliation_strings":["Housing Fund, Severnyy, 308519 Belgorod Region, Russia"],"affiliations":[{"raw_affiliation_string":"Housing Fund, Severnyy, 308519 Belgorod Region, Russia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030294949"],"corresponding_institution_ids":["https://openalex.org/I11701301"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":3.1762,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92054505,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"6","issue":"3","first_page":"33","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9976999759674072,"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":0.9976999759674072,"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/T10395","display_name":"Construction Project Management and Performance","score":0.9596999883651733,"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/T12013","display_name":"Sustainable Development and Environmental Policy","score":0.9516000151634216,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/robustness","display_name":"Robustness (evolution)","score":0.64882493019104},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5223977565765381},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5181318521499634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.495354562997818},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48440343141555786},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.47786396741867065},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3320992588996887},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.26482194662094116},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1331513524055481}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.64882493019104},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5223977565765381},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5181318521499634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.495354562997818},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48440343141555786},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.47786396741867065},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3320992588996887},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26482194662094116},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1331513524055481},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/systems6030033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems6030033","pdf_url":"https://www.mdpi.com/2079-8954/6/3/33/pdf?version=1534770160","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:70be11c449b2460487f8263cf6aa7985","is_oa":true,"landing_page_url":"https://doaj.org/article/70be11c449b2460487f8263cf6aa7985","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 6, Iss 3, p 33 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2079-8954/6/3/33/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/systems6030033","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems","raw_type":"Text"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/387565","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/387565","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.3390/systems6030033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems6030033","pdf_url":"https://www.mdpi.com/2079-8954/6/3/33/pdf?version=1534770160","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888142258.pdf","grobid_xml":"https://content.openalex.org/works/W2888142258.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W964929482","https://openalex.org/W1716504821","https://openalex.org/W1744787401","https://openalex.org/W1852531113","https://openalex.org/W1981755632","https://openalex.org/W1998878242","https://openalex.org/W2002432721","https://openalex.org/W2069488217","https://openalex.org/W2082981533","https://openalex.org/W2113991966","https://openalex.org/W2121613990","https://openalex.org/W2123032225","https://openalex.org/W2134317867","https://openalex.org/W2137772416","https://openalex.org/W2166144524","https://openalex.org/W2417286870","https://openalex.org/W2512352677","https://openalex.org/W2517014531","https://openalex.org/W2538675665","https://openalex.org/W2550850467","https://openalex.org/W2570797947","https://openalex.org/W2593438832","https://openalex.org/W2620717386","https://openalex.org/W2753565006","https://openalex.org/W2762568589","https://openalex.org/W2766762047","https://openalex.org/W2790803015","https://openalex.org/W2792111256","https://openalex.org/W4253543067"],"related_works":["https://openalex.org/W2367468089","https://openalex.org/W2098133976","https://openalex.org/W2358591856","https://openalex.org/W2347416728","https://openalex.org/W2215702767","https://openalex.org/W4317371977","https://openalex.org/W2468219149","https://openalex.org/W2567150521","https://openalex.org/W2380969787","https://openalex.org/W2378365076"],"abstract_inverted_index":{"This":[0,108],"paper":[1],"presents":[2],"a":[3,17,94,119],"novel":[4],"five-stage":[5],"integrated":[6],"participatory":[7],"systems":[8,20],"modelling":[9,37,73],"(IPSM)":[10],"approach":[11,26,59,90,141],"that":[12,61,122,135,163],"can":[13],"be":[14,115],"used":[15],"for":[16,150],"range":[18],"of":[19,34,46,56,67,71,87,97,146,171,184],"dynamics":[21],"(SD)":[22],"applications.":[23],"The":[24,139,155],"IPSM":[25,58,89,140],"was":[27,91,123],"formulated":[28],"considering":[29],"the":[30,43,57,68,72,88,98,103,131,143,147,151,168,188],"advantages":[31],"and":[32,51,81,128,167,178],"disadvantages":[33],"existing":[35],"SD":[36,47,120,148,158],"approaches,":[38],"as":[39,41],"well":[40],"balancing":[42],"competing":[44],"goals":[45],"model":[48,121,149,159],"development":[49,186],"efficiency":[50],"robustness.":[52],"A":[53],"key":[54,182],"feature":[55],"is":[60],"stakeholders":[62],"are":[63,180],"central":[64],"to":[65,78],"each":[66],"five":[69],"stages":[70],"process":[74,101],"from":[75],"problem":[76],"scoping,":[77],"scenario":[79],"analysis":[80],"strategy":[82],"implementation":[83],"recommendations.":[84],"Each":[85],"stage":[86],"demonstrated":[92],"through":[93],"case":[95,152,156],"study":[96,153,157],"innovation":[99,111,185],"diffusion":[100],"in":[102,187],"Russian":[104,189],"Federation":[105,190],"construction":[106,176,191],"industry.":[107,192],"highly":[109],"complex":[110],"system":[112,136],"could":[113],"only":[114],"sufficiently":[116],"understood":[117],"using":[118],"conceptualised,":[124],"critiqued,":[125],"codified,":[126],"tested":[127],"utilised,":[129],"by":[130],"relevant":[132],"actors":[133],"within":[134],"(i.e.,":[137],"stakeholders).":[138],"facilitated":[142],"efficient":[144],"formulation":[145],"application.":[154],"simulation":[160],"results":[161],"indicate":[162],"sufficient":[164],"government":[165],"incentives":[166],"active":[169],"promotion":[170],"strong":[172],"collaborative":[173],"linkages":[174],"between":[175],"companies":[177],"universities":[179],"two":[181],"enablers":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
