{"id":"https://openalex.org/W2766514500","doi":"https://doi.org/10.1177/0037549717737159","title":"Observations on the practice and profession of modeling and simulation: A survey approach","display_name":"Observations on the practice and profession of modeling and simulation: A survey approach","publication_year":2017,"publication_date":"2017-10-24","ids":{"openalex":"https://openalex.org/W2766514500","doi":"https://doi.org/10.1177/0037549717737159","mag":"2766514500"},"language":"en","primary_location":{"id":"doi:10.1177/0037549717737159","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549717737159","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012136427","display_name":"Jos\u00e9 J. Padilla","orcid":"https://orcid.org/0000-0003-0720-4148"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose J Padilla","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020043714","display_name":"Saikou Y. Diallo","orcid":"https://orcid.org/0000-0003-2389-2809"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saikou Y Diallo","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003283890","display_name":"Christopher J. Lynch","orcid":"https://orcid.org/0000-0002-4830-7488"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christopher J Lynch","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026324363","display_name":"Ross Gore","orcid":"https://orcid.org/0000-0003-4065-6146"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross Gore","raw_affiliation_strings":["Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Modeling, Analysis and Simulation Center, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003283890"],"corresponding_institution_ids":["https://openalex.org/I81365321"],"apc_list":null,"apc_paid":null,"fwci":2.5833,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.90254633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"94","issue":"6","first_page":"493","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.991100013256073,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.991100013256073,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T10970","display_name":"Team Dynamics and Performance","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/accreditation","display_name":"Accreditation","score":0.7048389315605164},{"id":"https://openalex.org/keywords/conceptualization","display_name":"Conceptualization","score":0.6603490710258484},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5395711064338684},{"id":"https://openalex.org/keywords/social-simulation","display_name":"Social simulation","score":0.5033175349235535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4926188588142395},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.47000131011009216},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43308213353157043},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4223015010356903},{"id":"https://openalex.org/keywords/survey-data-collection","display_name":"Survey data collection","score":0.41186583042144775},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36135706305503845},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3417781591415405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23102495074272156},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.18571504950523376},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13348388671875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1143927276134491},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09007960557937622},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08766552805900574},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08555403351783752}],"concepts":[{"id":"https://openalex.org/C61521584","wikidata":"https://www.wikidata.org/wiki/Q705899","display_name":"Accreditation","level":2,"score":0.7048389315605164},{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.6603490710258484},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5395711064338684},{"id":"https://openalex.org/C202785102","wikidata":"https://www.wikidata.org/wiki/Q3500657","display_name":"Social simulation","level":2,"score":0.5033175349235535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4926188588142395},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.47000131011009216},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43308213353157043},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4223015010356903},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.41186583042144775},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36135706305503845},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3417781591415405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23102495074272156},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.18571504950523376},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13348388671875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1143927276134491},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09007960557937622},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08766552805900574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08555403351783752},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0037549717737159","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549717737159","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311672","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W74030061","https://openalex.org/W258597527","https://openalex.org/W353173520","https://openalex.org/W1552976810","https://openalex.org/W1997875983","https://openalex.org/W2050218776","https://openalex.org/W2060312376","https://openalex.org/W2086729773","https://openalex.org/W2100420630","https://openalex.org/W2114215601","https://openalex.org/W2122983118","https://openalex.org/W2139942666","https://openalex.org/W2144933040","https://openalex.org/W2153092053","https://openalex.org/W2163702733","https://openalex.org/W2168531441","https://openalex.org/W2305099899","https://openalex.org/W3144972385","https://openalex.org/W3147381335","https://openalex.org/W4239298369","https://openalex.org/W4245531198","https://openalex.org/W4251436996","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4362575170","https://openalex.org/W1532772865","https://openalex.org/W2531253623","https://openalex.org/W2984230149","https://openalex.org/W2112095637","https://openalex.org/W2237121679","https://openalex.org/W4390616414","https://openalex.org/W2006867289","https://openalex.org/W3212890177","https://openalex.org/W1188194610"],"abstract_inverted_index":{"This":[0],"paper":[1],"reports":[2],"on":[3,74,155,169],"a":[4,19,60,126],"survey":[5,15,72],"capturing":[6],"modelers\u2019":[7],"perspectives":[8],"of":[9,21,120,152],"Modeling":[10],"and":[11,33,46,69,80,84,128,136,160],"Simulation":[12],"(M&amp;S).":[13],"The":[14,71],"was":[16],"completed":[17,31],"by":[18,132],"total":[20],"283":[22],"respondents":[23,35],"from":[24,43,52,65,95,111,146],"the":[25,96,106,112,118,150],"M&amp;S":[26],"community":[27,108],"with":[28,89],"167":[29],"fully":[30],"surveys":[32],"151":[34],"identified":[36],"as":[37],"model":[38,137],"builders.":[39],"Participants":[40],"include":[41],"people":[42],"government,":[44],"academia,":[45],"industry":[47],"in":[48,104,162],"varied":[49],"roles":[50],"ranging":[51,64],"researchers":[53],"to":[54],"business":[55],"developers.":[56],"Respondents":[57],"also":[58],"represent":[59],"diverse":[61],"educational":[62],"background":[63],"oceanography,":[66],"social":[67],"sciences,":[68],"engineering.":[70],"focuses":[73],"three":[75],"dimensions":[76],"namely:":[77],"(a)":[78],"models":[79],"simulations,":[81],"(b)":[82],"participants,":[83],"(c)":[85],"how":[86],"participants":[87],"interact":[88],"models/simulations.":[90],"We":[91,164],"provide":[92],"six":[93],"observations":[94,148],"data":[97],"analysis:":[98],"there":[99],"is":[100,109,117,124,139,149],"no":[101],"dominating":[102],"paradigm":[103],"M&amp;S,":[105,121],"agent-based":[107],"distinct":[110],"discrete-event":[113],"community,":[114],"conceptual":[115],"modeling":[116],"art":[119],"simulation":[122],"verification":[123,161],"mostly":[125],"trial":[127],"error":[129],"activity,":[130],"validate":[131],"all":[133],"means":[134],"necessary,":[135],"accreditation":[138],"still":[140],"too":[141],"uncommon.":[142],"A":[143],"key":[144],"finding":[145],"these":[147],"identification":[151],"an":[153],"over-reliance":[154,168],"informal":[156,170],"methods":[157,171],"for":[158],"conceptualization":[159],"M&amp;S.":[163],"posit":[165],"that":[166],"this":[167],"challenges":[172],"model/simulation":[173],"validity.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
