{"id":"https://openalex.org/W3118557893","doi":"https://doi.org/10.1109/ieem45057.2020.9309888","title":"Data Quality Issues When Quantifying Costs of Complexity","display_name":"Data Quality Issues When Quantifying Costs of Complexity","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3118557893","doi":"https://doi.org/10.1109/ieem45057.2020.9309888","mag":"3118557893"},"language":"en","primary_location":{"id":"doi:10.1109/ieem45057.2020.9309888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem45057.2020.9309888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-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/A5047186198","display_name":"Aleksandra Magdalena Sta\u015bkiewicz","orcid":"https://orcid.org/0000-0001-9427-5096"},"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":"A. M. Staskiewicz","raw_affiliation_strings":["Technical University of Denmark, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Copenhagen, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003633943","display_name":"Lars Hvam","orcid":"https://orcid.org/0000-0002-7617-2971"},"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":"L. Hvam","raw_affiliation_strings":["Technical University of Denmark, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Copenhagen, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062915606","display_name":"Anders Haug","orcid":"https://orcid.org/0000-0001-6173-6925"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"A. Haug","raw_affiliation_strings":["University of Southern Denmark, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Southern Denmark, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047186198"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.29589217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"949","last_page":"953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9970999956130981,"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":0.9970999956130981,"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/T11891","display_name":"Big Data and Business Intelligence","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"}},{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9836999773979187,"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/product","display_name":"Product (mathematics)","score":0.6675911545753479},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6298784017562866},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6250776648521423},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6193943619728088},{"id":"https://openalex.org/keywords/complexity-management","display_name":"Complexity management","score":0.5857163667678833},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5438698530197144},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5386986136436462},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.48538529872894287},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42924830317497253},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.42673003673553467},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.32738661766052246},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.32113581895828247},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.24512702226638794},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1286420226097107},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08252879977226257},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08213555812835693}],"concepts":[{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6675911545753479},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6298784017562866},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6250776648521423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6193943619728088},{"id":"https://openalex.org/C57936825","wikidata":"https://www.wikidata.org/wiki/Q1780925","display_name":"Complexity management","level":2,"score":0.5857163667678833},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5438698530197144},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5386986136436462},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.48538529872894287},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42924830317497253},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.42673003673553467},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.32738661766052246},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.32113581895828247},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24512702226638794},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1286420226097107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08252879977226257},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08213555812835693},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ieem45057.2020.9309888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem45057.2020.9309888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/6030c960-dce4-45ee-b49d-f9d9fbac8e14","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/6030c960-dce4-45ee-b49d-f9d9fbac8e14","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Staskiewicz, A, Hvam, L & Haug, A 2020, Data Quality Issues When Quantifying Costs of Complexity. in 2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020. IEEE, pp. 949-953, 2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020, Virtual, Singapore, Singapore, 14/12/2020. https://doi.org/10.1109/IEEM45057.2020.9309888","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/1e413a06-aba2-43d2-a1a1-03c53feeb271","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/1e413a06-aba2-43d2-a1a1-03c53feeb271","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Staskiewicz , A M , Hvam , L & Haug , A 2021 , Data Quality Issues When Quantifying Costs of Complexity . in 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) . IEEE , pp. 949-953 , 2020 IEEE International Conference on Industrial Engineering and Engineering Management , Singapore , 14/12/2020 . https://doi.org/10.1109/IEEM45057.2020.9309888","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W6732408","https://openalex.org/W64301290","https://openalex.org/W636964427","https://openalex.org/W1539265392","https://openalex.org/W1567491469","https://openalex.org/W2007167492","https://openalex.org/W2018671906","https://openalex.org/W2035005585","https://openalex.org/W2098698979","https://openalex.org/W2605333202","https://openalex.org/W2919232703","https://openalex.org/W2925515791","https://openalex.org/W6602654839","https://openalex.org/W6735605989"],"related_works":["https://openalex.org/W4241523039","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W178231042","https://openalex.org/W2366083136","https://openalex.org/W2387622493","https://openalex.org/W1932132538","https://openalex.org/W2357832196","https://openalex.org/W2140661267","https://openalex.org/W1985292058"],"abstract_inverted_index":{"Increased":[0],"demand":[1],"for":[2,27,109,135],"product":[3,17,29,36,42,65,87,91,137],"and":[4,18,30,114],"service":[5],"variety":[6],"has":[7],"meant":[8],"that":[9,99,116,133],"many":[10],"manufacturing":[11],"companies":[12],"face":[13],"problems":[14],"of":[15,55,72,107,119],"increasing":[16],"process":[19,31],"complexity.":[20],"Literature":[21],"on":[22,34,63,79],"complexity":[23,32,37,43,66,92,138],"management":[24],"provides":[25],"means":[26],"reducing":[28,90,136],"based":[33,78],"quantifying":[35,64],"costs,":[38],"but":[39],"when":[40],"determining":[41],"cost,":[44],"little":[45],"attention":[46],"is":[47,58,76],"paid":[48],"to":[49,59,123,140],"data":[50,73,101,113,142],"quality":[51,102,143],"challenges.":[52],"The":[53,95],"purpose":[54],"this":[56,128,130],"paper":[57,131],"expand":[60],"the":[61,70,111,117,120],"literature":[62],"costs":[67],"by":[68],"clarifying":[69],"role":[71],"quality.":[74],"This":[75],"done":[77],"a":[80,84],"case":[81,96],"study":[82,97],"at":[83],"world-leading":[85],"healthcare":[86],"manufacturer,":[88],"where":[89],"was":[93],"investigated.":[94],"showed":[98],"poor":[100],"resulted":[103],"in":[104],"extra":[105],"use":[106],"resources":[108],"finding":[110],"needed":[112],"implied":[115],"scope":[118],"project":[121],"had":[122],"be":[124],"significantly":[125],"reduced.":[126],"On":[127],"basis,":[129],"argues":[132],"methods":[134],"need":[139],"incorporate":[141],"perspectives":[144],"more.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}