{"id":"https://openalex.org/W1927803066","doi":"https://doi.org/10.1109/tem.2015.2469680","title":"Information Flow Through Stages of Complex Engineering Design Projects: A Dynamic Network Analysis Approach","display_name":"Information Flow Through Stages of Complex Engineering Design Projects: A Dynamic Network Analysis Approach","publication_year":2015,"publication_date":"2015-10-16","ids":{"openalex":"https://openalex.org/W1927803066","doi":"https://doi.org/10.1109/tem.2015.2469680","mag":"1927803066"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2015.2469680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2015.2469680","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbit.dtu.dk/en/publications/e2ed4024-ea7a-46cb-9d19-798de5f8e2fa","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063849170","display_name":"Pedro Parraguez","orcid":"https://orcid.org/0000-0002-0017-4057"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Pedro Parraguez","raw_affiliation_strings":["Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark","[Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark]"],"affiliations":[{"raw_affiliation_string":"Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"[Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark]","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111461622","display_name":"Steven D. Eppinger","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven D. Eppinger","raw_affiliation_strings":["MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA","MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge , MA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge , MA, USA#TAB#","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084521578","display_name":"Anja Maier","orcid":"https://orcid.org/0000-0002-3890-6452"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Anja M. Maier","raw_affiliation_strings":["Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark","[Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark]"],"affiliations":[{"raw_affiliation_string":"Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"[Department of Management Engineering, Engineering Systems Group, Technical University of Denmark (DTU), Kongens Lyngby, Denmark]","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063849170"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":17.4154,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.99052301,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"62","issue":"4","first_page":"604","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9894999861717224,"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"}},"topics":[{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9894999861717224,"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/T10672","display_name":"Design Education and Practice","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9674000144004822,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.5836244821548462},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5199438333511353},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.5097729563713074},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4148254692554474},{"id":"https://openalex.org/keywords/information-engineering","display_name":"Information engineering","score":0.4125683009624481},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3677593171596527},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.34685903787612915},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.3432806730270386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3388676643371582}],"concepts":[{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.5836244821548462},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5199438333511353},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.5097729563713074},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4148254692554474},{"id":"https://openalex.org/C5283578","wikidata":"https://www.wikidata.org/wiki/Q60596709","display_name":"Information engineering","level":3,"score":0.4125683009624481},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3677593171596527},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.34685903787612915},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3432806730270386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3388676643371582},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tem.2015.2469680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2015.2469680","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/e2ed4024-ea7a-46cb-9d19-798de5f8e2fa","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/e2ed4024-ea7a-46cb-9d19-798de5f8e2fa","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Parraguez , P , Eppinger , S D & Maier , A 2015 , ' Information Flow Through Stages of Complex Engineering Design Projects: A Dynamic Network Analysis Approach ' , I E E E Transactions on Engineering Management , vol. 62 , no. 4 , pp. 604-617 . https://doi.org/10.1109/TEM.2015.2469680","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/e2ed4024-ea7a-46cb-9d19-798de5f8e2fa","is_oa":true,"landing_page_url":"https://orbit.dtu.dk/en/publications/e2ed4024-ea7a-46cb-9d19-798de5f8e2fa","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"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":"Parraguez , P , Eppinger , S D & Maier , A 2015 , ' Information Flow Through Stages of Complex Engineering Design Projects: A Dynamic Network Analysis Approach ' , I E E E Transactions on Engineering Management , vol. 62 , no. 4 , pp. 604-617 . https://doi.org/10.1109/TEM.2015.2469680","raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W92303929","https://openalex.org/W107494243","https://openalex.org/W145187140","https://openalex.org/W213145312","https://openalex.org/W225146778","https://openalex.org/W332215720","https://openalex.org/W620086590","https://openalex.org/W950821216","https://openalex.org/W1500383076","https://openalex.org/W1554744054","https://openalex.org/W1562578637","https://openalex.org/W1575333270","https://openalex.org/W1646028454","https://openalex.org/W1969247305","https://openalex.org/W1970404125","https://openalex.org/W1973769600","https://openalex.org/W1984160899","https://openalex.org/W1992712133","https://openalex.org/W2001319212","https://openalex.org/W2004197499","https://openalex.org/W2019399409","https://openalex.org/W2020945016","https://openalex.org/W2032199037","https://openalex.org/W2034992915","https://openalex.org/W2045759790","https://openalex.org/W2061901927","https://openalex.org/W2067698025","https://openalex.org/W2076510683","https://openalex.org/W2079753388","https://openalex.org/W2087194317","https://openalex.org/W2091579301","https://openalex.org/W2098274648","https://openalex.org/W2112090702","https://openalex.org/W2127048411","https://openalex.org/W2127387319","https://openalex.org/W2132860920","https://openalex.org/W2142335345","https://openalex.org/W2148395942","https://openalex.org/W2149055390","https://openalex.org/W2153637448","https://openalex.org/W2163843340","https://openalex.org/W2166952258","https://openalex.org/W2167433132","https://openalex.org/W2340403774","https://openalex.org/W2749026594","https://openalex.org/W3102641634","https://openalex.org/W3124653097","https://openalex.org/W3141829038","https://openalex.org/W3142959234","https://openalex.org/W4285493101","https://openalex.org/W4298307284","https://openalex.org/W6611500518","https://openalex.org/W6633380031","https://openalex.org/W6637097412","https://openalex.org/W6704164321","https://openalex.org/W6743332066","https://openalex.org/W6788868516"],"related_works":["https://openalex.org/W2349472529","https://openalex.org/W2037333153","https://openalex.org/W1998079108","https://openalex.org/W745499956","https://openalex.org/W1999056706","https://openalex.org/W338848932","https://openalex.org/W2139407283","https://openalex.org/W610838218","https://openalex.org/W2494158964","https://openalex.org/W1501733130"],"abstract_inverted_index":{"The":[0],"pattern":[1],"of":[2,8,19,28,36,49,69,74,91,102,110,150,177,189,212],"information":[3,37,135,151,190,205,213],"flow":[4],"through":[5,46,192],"the":[6,33,47,52,67,72,77,98,108,148,178,187],"network":[7,48,68,73,116,149,163],"interdependent":[9],"design":[10,21,99,142,180,217],"activities":[11,40,43,75,138],"is":[12],"thought":[13],"to":[14,32,201,220],"be":[15],"an":[16,87],"important":[17,125],"determinant":[18],"engineering":[20,141,156,179,194,216],"process":[22,181],"results.":[23],"A":[24],"previously":[25],"unexplored":[26],"aspect":[27],"such":[29],"patterns":[30],"relates":[31],"temporal":[34],"dynamics":[35],"transfer":[38],"between":[39,137],"as":[41,207,209],"those":[42],"are":[44],"implemented":[45],"people":[50,70],"executing":[51],"project.":[53,78],"To":[54],"address":[55],"this":[56],"gap,":[57],"we":[58,122,145,171],"develop":[59],"a":[60,82,103,130,154,173],"dynamic":[61],"modeling":[62],"method":[63,132],"that":[64],"integrates":[65],"both":[66],"and":[71,94,100,120,161,169,182,203,224],"in":[76,139,153,215],"We":[79,128],"then":[80],"employ":[81],"large":[83],"dataset":[84],"collected":[85],"from":[86,97],"industrial":[88],"setting,":[89],"consisting":[90],"project-related":[92],"e-mails":[93],"activity":[95,225],"records":[96],"development":[101],"renewable":[104],"energy":[105],"plant":[106],"over":[107,159],"course":[109],"more":[111],"than":[112],"three":[113,124],"years.":[114],"Using":[115],"metrics":[117],"for":[118,133],"centrality":[119],"clustering,":[121],"make":[123],"contributions:":[126],"1)":[127],"demonstrate":[129],"novel":[131],"analyzing":[134],"flows":[136,152,191,206,214],"complex":[140],"projects;":[143],"2)":[144],"show":[146],"how":[147,162,200],"large-scale":[155],"project":[157],"evolved":[158],"time":[160],"analysis":[164],"yields":[165],"several":[166],"managerial":[167],"insights;":[168],"3)":[170],"provide":[172],"useful":[174],"new":[175],"representation":[176],"thus":[183],"support":[184],"theory-building":[185],"toward":[186],"evolution":[188],"systems":[193],"stages.":[195],"Implications":[196],"include":[197],"guidance":[198],"on":[199],"analyze":[202],"predict":[204],"well":[208],"better":[210],"planning":[211],"projects":[218],"according":[219],"their":[221],"individual":[222],"stage":[223],"characteristics.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}