{"id":"https://openalex.org/W2060414732","doi":"https://doi.org/10.1177/0037549711423734","title":"Users\u2019 perceptions of the relative costs and benefits of 2D and 3D visual displays in discrete-event simulation","display_name":"Users\u2019 perceptions of the relative costs and benefits of 2D and 3D visual displays in discrete-event simulation","publication_year":2011,"publication_date":"2011-10-17","ids":{"openalex":"https://openalex.org/W2060414732","doi":"https://doi.org/10.1177/0037549711423734","mag":"2060414732"},"language":"en","primary_location":{"id":"doi:10.1177/0037549711423734","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549711423734","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/A5061171269","display_name":"Ikpe Justice Akpan","orcid":"https://orcid.org/0000-0002-3703-5704"},"institutions":[{"id":"https://openalex.org/I32907511","display_name":"Fairleigh Dickinson University","ror":"https://ror.org/04wkzvc75","country_code":"US","type":"education","lineage":["https://openalex.org/I32907511"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ikpe Justice Akpan","raw_affiliation_strings":["Department of Information Systems and Decision Sciences, Fairleigh Dickinson University, Canada","Department of Information Systems and Decision Sciences, Fairleigh Dickinson University, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Decision Sciences, Fairleigh Dickinson University, Canada","institution_ids":[]},{"raw_affiliation_string":"Department of Information Systems and Decision Sciences, Fairleigh Dickinson University, Canada#TAB#","institution_ids":["https://openalex.org/I32907511"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001470102","display_name":"Roger J. Brooks","orcid":"https://orcid.org/0000-0002-4078-7974"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Roger J Brooks","raw_affiliation_strings":["Department of Management Science, Lancaster University Management School, UK","Department of Management Science, Lancaster University Management School, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Science, Lancaster University Management School, UK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Department of Management Science, Lancaster University Management School, UK#TAB#","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4169,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.68241686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"88","issue":"4","first_page":"464","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9988999962806702,"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":0.9988999962806702,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9912999868392944,"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"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9847000241279602,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.7398501634597778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7323909401893616},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5947836637496948},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5936844944953918},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5695865750312805},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.5341635346412659},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5340261459350586},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.4847407042980194},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4233013391494751},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32350385189056396},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3025504946708679},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1103423535823822},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08233064413070679}],"concepts":[{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.7398501634597778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7323909401893616},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5947836637496948},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5936844944953918},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5695865750312805},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.5341635346412659},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5340261459350586},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.4847407042980194},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4233013391494751},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32350385189056396},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3025504946708679},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1103423535823822},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08233064413070679},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0037549711423734","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549711423734","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":[{"score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1508093061","https://openalex.org/W1988333827","https://openalex.org/W1993842464","https://openalex.org/W2004677507","https://openalex.org/W2025178714","https://openalex.org/W2051300422","https://openalex.org/W2073896405","https://openalex.org/W2096541460","https://openalex.org/W2104403618","https://openalex.org/W2109824152","https://openalex.org/W2113152105","https://openalex.org/W2118594443","https://openalex.org/W2132137623","https://openalex.org/W2142760420","https://openalex.org/W2146374681","https://openalex.org/W2149556824","https://openalex.org/W2170480526","https://openalex.org/W2170598007","https://openalex.org/W2486723750","https://openalex.org/W3119626798","https://openalex.org/W3142317173","https://openalex.org/W3204631174","https://openalex.org/W4210492122","https://openalex.org/W4245085636","https://openalex.org/W4255846503"],"related_works":["https://openalex.org/W4252396708","https://openalex.org/W1541840635","https://openalex.org/W2564370854","https://openalex.org/W4293571143","https://openalex.org/W2168275952","https://openalex.org/W1973524792","https://openalex.org/W4232096617","https://openalex.org/W1532805846","https://openalex.org/W2020835098","https://openalex.org/W2044652205"],"abstract_inverted_index":{"The":[0,51,96],"use":[1],"of":[2,31,33,42,48,84,106,119,131],"two-dimensional":[3],"(2D)":[4],"and":[5,35,46,68,70,88,104,130],"three-dimensional":[6],"(3D)":[7],"visual":[8],"displays":[9,56,64],"for":[10,92,112],"discrete-event":[11],"simulation":[12,20,37],"(DES)":[13],"has":[14],"become":[15],"very":[16],"popular":[17],"within":[18],"the":[19,43,85,93,100,108,117,124,127,133,137],"community":[21],"in":[22,65,114,136],"recent":[23],"years.":[24],"This":[25,72],"paper":[26],"presents":[27],"results":[28,52],"from":[29],"surveys":[30],"users":[32],"3D":[34,49,55],"2D":[36,63],"applications":[38],"regarding":[39],"their":[40],"views":[41],"impact,":[44],"benefits":[45],"drawbacks":[47],"displays.":[50],"indicate":[53],"that":[54],"can":[57,73],"often":[58],"be":[59],"more":[60],"effective":[61],"than":[62],"communication,":[66],"verification":[67],"validation,":[69],"experimentation.":[71],"lead":[74],"to":[75,122,126],"a":[76,89],"better":[77,90],"project":[78],"outcome":[79],"with":[80],"an":[81],"improved":[82],"understanding":[83],"real":[86,128],"system":[87,129],"solution":[91],"decision":[94,134],"maker.":[95],"main":[97],"drawback":[98],"is":[99],"additional":[101],"cost,":[102],"time":[103],"complexity":[105],"building":[107],"model.":[109],"Potential":[110],"implications":[111],"modeling":[113,138],"general":[115],"are":[116],"importance":[118],"being":[120],"able":[121],"relate":[123],"model":[125],"involving":[132],"maker":[135],"process.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
