{"id":"https://openalex.org/W2064230204","doi":"https://doi.org/10.1002/j.2168-9830.2006.tb00904.x","title":"Simulation\u2010based Learning in Engineering Education: Performance and Transfer in Learning Project Management","display_name":"Simulation\u2010based Learning in Engineering Education: Performance and Transfer in Learning Project Management","publication_year":2006,"publication_date":"2006-10-01","ids":{"openalex":"https://openalex.org/W2064230204","doi":"https://doi.org/10.1002/j.2168-9830.2006.tb00904.x","mag":"2064230204"},"language":"en","primary_location":{"id":"doi:10.1002/j.2168-9830.2006.tb00904.x","doi":"https://doi.org/10.1002/j.2168-9830.2006.tb00904.x","is_oa":false,"landing_page_url":"https://doi.org/10.1002/j.2168-9830.2006.tb00904.x","pdf_url":null,"source":{"id":"https://openalex.org/S73400788","display_name":"Journal of Engineering Education","issn_l":"1069-4730","issn":["1069-4730","1524-4873","2168-9830"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Engineering Education","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5077900795","display_name":"Lior Davidovitch","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]},{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA","IL"],"is_corresponding":true,"raw_author_name":"L. Davidovitch","raw_affiliation_strings":["Department of Psychology Carleton University","Lior Davidovitch is a Ph.D. candidate in the Industrial Engineering and Management faculty at the Technion Israel Institute of Technology. He received his B.Sc. and M.Sc. in Electrical Engineering from the Technion Israel Institute of Technology in 1993 and 2003 respectively. His research interests are focused on engineering learning using simulator. His research is directed by Prof. A. Shtub and Dr. A. Parush"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology Carleton University","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Lior Davidovitch is a Ph.D. candidate in the Industrial Engineering and Management faculty at the Technion Israel Institute of Technology. He received his B.Sc. and M.Sc. in Electrical Engineering from the Technion Israel Institute of Technology in 1993 and 2003 respectively. His research interests are focused on engineering learning using simulator. His research is directed by Prof. A. Shtub and Dr. A. Parush","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089632196","display_name":"Avi Parush","orcid":"https://orcid.org/0000-0003-4435-8576","observed_orcids":["https://orcid.org/0000-0003-4435-8576"]},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]},{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA","IL"],"is_corresponding":true,"raw_author_name":"A. Parush","raw_affiliation_strings":["Avi Parush is an associate professor of psychology in the psychology department at Carleton University in Ottawa, Canada. His areas of expertise are human factors engineering, human computer interaction, and usability engineering. His research interests are focused on simulator-based learning systems, orientation and navigation systems, and various user interface issues. Dr. Parush is the editor in-chief of the peer-reviewed Journal of Usability Studies","Industrial Engineering and Management Technion\u2014Israel Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Avi Parush is an associate professor of psychology in the psychology department at Carleton University in Ottawa, Canada. His areas of expertise are human factors engineering, human computer interaction, and usability engineering. His research interests are focused on simulator-based learning systems, orientation and navigation systems, and various user interface issues. Dr. Parush is the editor in-chief of the peer-reviewed Journal of Usability Studies","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Industrial Engineering and Management Technion\u2014Israel Institute of Technology","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065394068","display_name":"Avraham Shtub","orcid":"https://orcid.org/0000-0002-3140-8151","observed_orcids":["https://orcid.org/0000-0002-3140-8151"]},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"A. Shtub","raw_affiliation_strings":["Avraham Shtub is the Sharon and Stephen Seiden professor of Project Management in the Industrial Engineering and Management faculty at the Tecnion - Israel Institute of Technology. He is the Associate Dean of the MBA programs. Prof. Shtub is a Department Editor for IIE Transactions. He was on the Editorial Boards of the Project Management Journal, the International Journal of Project Management, IIE Transactions, and the International Journal of Production Research. Prof. Shtub has been a consultant to industry in the areas of project management, risk management, and the design of production \u2014 operation systems. He has been invited to speak at special seminars on these topics in Europe, China, North America and South America","Industrial Engineering and Management Technion\u2014Israel Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Avraham Shtub is the Sharon and Stephen Seiden professor of Project Management in the Industrial Engineering and Management faculty at the Tecnion - Israel Institute of Technology. He is the Associate Dean of the MBA programs. Prof. Shtub is a Department Editor for IIE Transactions. He was on the Editorial Boards of the Project Management Journal, the International Journal of Project Management, IIE Transactions, and the International Journal of Production Research. Prof. Shtub has been a consultant to industry in the areas of project management, risk management, and the design of production \u2014 operation systems. He has been invited to speak at special seminars on these topics in Europe, China, North America and South America","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Industrial Engineering and Management Technion\u2014Israel Institute of Technology","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065394068","https://openalex.org/A5077900795","https://openalex.org/A5089632196"],"corresponding_institution_ids":["https://openalex.org/I174306211","https://openalex.org/I67031392"],"apc_list":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":null,"fwci":14.1246,"has_fulltext":false,"cited_by_count":110,"citation_normalized_percentile":{"value":0.98330818,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"95","issue":"4","first_page":"289","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.6865000128746033,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.6865000128746033,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13682","display_name":"Engineering Education and Pedagogy","score":0.10119999945163727,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12978","display_name":"Innovative Teaching Methodologies in Social Sciences","score":0.03869999945163727,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/simulation-based-training","display_name":"simulation-based training","score":0.996999979019165},{"id":"https://openalex.org/keywords/engineering-project-management","display_name":"engineering project management","score":0.734000027179718},{"id":"https://openalex.org/keywords/learning-history","display_name":"learning history","score":0.671999990940094},{"id":"https://openalex.org/keywords/industrial-engineering-students","display_name":"industrial engineering students","score":0.6320000290870667},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"transfer of learning","score":0.6679999828338623},{"id":"https://openalex.org/keywords/multi-project-management","display_name":"multi-project management","score":0.531000018119812},{"id":"https://openalex.org/keywords/student-decision-making","display_name":"student decision-making","score":0.46000000834465027}],"concepts":[{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5691497921943665},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5503378510475159},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.5301426649093628},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5080287456512451},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.472115159034729},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4428315758705139},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.42509984970092773},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.307850182056427},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.29530930519104004},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.24527141451835632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22277608513832092},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0748414397239685},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/j.2168-9830.2006.tb00904.x","doi":"https://doi.org/10.1002/j.2168-9830.2006.tb00904.x","is_oa":false,"landing_page_url":"https://doi.org/10.1002/j.2168-9830.2006.tb00904.x","pdf_url":null,"source":{"id":"https://openalex.org/S73400788","display_name":"Journal of Engineering Education","issn_l":"1069-4730","issn":["1069-4730","1524-4873","2168-9830"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Engineering Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310343","display_name":"Drexel University","ror":"https://ror.org/04bdffz58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W93400405","https://openalex.org/W1479846853","https://openalex.org/W1564793226","https://openalex.org/W1564835731","https://openalex.org/W1576373160","https://openalex.org/W1589785869","https://openalex.org/W1975659878","https://openalex.org/W1977957361","https://openalex.org/W1978664532","https://openalex.org/W1993296586","https://openalex.org/W1994626640","https://openalex.org/W1994737168","https://openalex.org/W2002707436","https://openalex.org/W2010360420","https://openalex.org/W2011559736","https://openalex.org/W2014376737","https://openalex.org/W2014549631","https://openalex.org/W2018981774","https://openalex.org/W2022742644","https://openalex.org/W2025514157","https://openalex.org/W2027209487","https://openalex.org/W2029744862","https://openalex.org/W2049915917","https://openalex.org/W2056198286","https://openalex.org/W2056636750","https://openalex.org/W2057733575","https://openalex.org/W2081448291","https://openalex.org/W2082260587","https://openalex.org/W2090973963","https://openalex.org/W2099956811","https://openalex.org/W2129683478","https://openalex.org/W2134907585","https://openalex.org/W2148996593","https://openalex.org/W2169033921","https://openalex.org/W2170100178","https://openalex.org/W2474061067"],"related_works":["https://openalex.org/W2139367236","https://openalex.org/W2058847872","https://openalex.org/W2090973963","https://openalex.org/W2955900697","https://openalex.org/W7095200146","https://openalex.org/W2019112445","https://openalex.org/W2947198646","https://openalex.org/W6926673568","https://openalex.org/W1989696228","https://openalex.org/W6945537950"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"reports":[3],"empirical":[4],"findings":[5,115],"on":[6,137],"the":[7,76,79,89,92,97,101,105,111,123,141,158],"impact":[8],"of":[9,22,51,73,99,154,160],"keeping":[10,35],"and":[11,18,39,42,66,149],"reviewing":[12],"learning":[13,33,112,148,162],"history":[14,34,47,81,94,102,124],"in":[15,157],"a":[16,43,132],"dynamic":[17],"interactive":[19],"simulation":[20,77,90],"environment":[21],"engineering":[23,28,53,127,161],"education.":[24],"The":[25,71,114,151],"simulator":[26,142],"for":[27],"project":[29],"management":[30],"had":[31],"two":[32],"modes:":[36],"automatic":[37,93],"(simulator\u2010controlled)":[38],"manual":[40,80],"(student\u2010controlled),":[41],"version":[44],"with":[45,78,91,104],"no":[46],"keeping.":[48],"A":[49],"group":[50],"industrial":[52],"students":[54,147],"performed":[55],"four":[56],"simulation\u2010runs":[57],"divided":[58],"into":[59],"three":[60],"identical":[61],"simple":[62],"scenarios":[63],"(single":[64],"project)":[65],"one":[67],"complicated":[68],"scenario":[69],"(multi\u2010project).":[70],"performances":[72],"participants":[74],"running":[75,88],"mode":[82],"were":[83],"significantly":[84],"better":[85],"than":[86],"users":[87],"mode.":[95],"Moreover,":[96],"effects":[98],"using":[100,155],"mechanism":[103],"ability":[106],"to":[107,121],"undo":[108],"further":[109],"enhanced":[110],"process.":[113],"imply":[116],"that":[117],"students'":[118],"decision":[119],"when":[120],"record":[122],"during":[125],"their":[126],"training":[128],"process":[129],"can":[130],"have":[131],"particularly":[133],"strong":[134],"enhancing":[135],"effect":[136],"learning.":[138],"In":[139],"addition,":[140],"as":[143],"educational":[144],"innovation":[145],"improves":[146],"performance.":[150],"practical":[152],"implications":[153],"simulators":[156],"field":[159],"are":[163],"discussed.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":4}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2016-06-24T00:00:00"}