{"id":"https://openalex.org/W2890545998","doi":"https://doi.org/10.1177/1063293x18798001","title":"Managing the complexity of new product development project from the perspectives of customer needs and entropy","display_name":"Managing the complexity of new product development project from the perspectives of customer needs and entropy","publication_year":2018,"publication_date":"2018-09-11","ids":{"openalex":"https://openalex.org/W2890545998","doi":"https://doi.org/10.1177/1063293x18798001","mag":"2890545998"},"language":"en","primary_location":{"id":"doi:10.1177/1063293x18798001","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x18798001","pdf_url":null,"source":{"id":"https://openalex.org/S25105827","display_name":"Concurrent Engineering","issn_l":"1063-293X","issn":["1063-293X","1531-2003"],"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":"Concurrent Engineering","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/A5077035751","display_name":"Qing Yang","orcid":"https://orcid.org/0000-0002-7529-9065"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Yang","raw_affiliation_strings":["School of Economics and Management, University of Science & Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7529-9065","affiliations":[{"raw_affiliation_string":"School of Economics and Management, University of Science & Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101740467","display_name":"Shan Chen","orcid":"https://orcid.org/0000-0002-7919-9942"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Shan","raw_affiliation_strings":["School of Economics and Management, University of Science & Technology Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, University of Science & Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015188333","display_name":"Bin Jiang","orcid":"https://orcid.org/0000-0001-6911-7424"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bin Jiang","raw_affiliation_strings":["Driehaus College of Business, DePaul University, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Driehaus College of Business, DePaul University, Chicago, IL, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049267492","display_name":"Na Yang","orcid":"https://orcid.org/0000-0003-4888-5971"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Yang","raw_affiliation_strings":["School of Economics and Management, University of Science & Technology Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, University of Science & Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101512133","display_name":"Tao Yao","orcid":"https://orcid.org/0000-0002-2124-5678"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Yao","raw_affiliation_strings":["The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, The Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077035751"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":2.2382,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89784192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"26","issue":"4","first_page":"328","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9972000122070312,"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":0.9972000122070312,"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/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9944000244140625,"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/T14306","display_name":"Technology Assessment and Management","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/design-structure-matrix","display_name":"Design structure matrix","score":0.8137378692626953},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.673160195350647},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6356903314590454},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5483869910240173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5451095104217529},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.4270315170288086},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4075624942779541},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32837969064712524},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.32238805294036865},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.31366363167762756},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.23659393191337585},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21336182951927185},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1913081705570221},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13772499561309814},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1294604241847992},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12265267968177795}],"concepts":[{"id":"https://openalex.org/C85308350","wikidata":"https://www.wikidata.org/wiki/Q1200667","display_name":"Design structure matrix","level":2,"score":0.8137378692626953},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.673160195350647},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6356903314590454},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5483869910240173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5451095104217529},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.4270315170288086},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4075624942779541},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32837969064712524},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.32238805294036865},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.31366363167762756},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.23659393191337585},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21336182951927185},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1913081705570221},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13772499561309814},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1294604241847992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12265267968177795},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1063293x18798001","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x18798001","pdf_url":null,"source":{"id":"https://openalex.org/S25105827","display_name":"Concurrent Engineering","issn_l":"1063-293X","issn":["1063-293X","1531-2003"],"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":"Concurrent Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3857961332","display_name":null,"funder_award_id":"71472013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8260423376","display_name":null,"funder_award_id":"71528005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W794787461","https://openalex.org/W1001370459","https://openalex.org/W1479863820","https://openalex.org/W1779366862","https://openalex.org/W1854214752","https://openalex.org/W1983702429","https://openalex.org/W1997685381","https://openalex.org/W2009765415","https://openalex.org/W2018056172","https://openalex.org/W2027327600","https://openalex.org/W2035653194","https://openalex.org/W2037125742","https://openalex.org/W2043260669","https://openalex.org/W2046475359","https://openalex.org/W2075348160","https://openalex.org/W2089273403","https://openalex.org/W2091025129","https://openalex.org/W2120313263","https://openalex.org/W2141975087","https://openalex.org/W2171651124","https://openalex.org/W2219120503","https://openalex.org/W2243984959","https://openalex.org/W2340154791","https://openalex.org/W2343315475","https://openalex.org/W2524024758","https://openalex.org/W2551081000","https://openalex.org/W2568969585","https://openalex.org/W3125978272","https://openalex.org/W3142959234"],"related_works":["https://openalex.org/W2198164489","https://openalex.org/W2028624523","https://openalex.org/W1969426912","https://openalex.org/W2081535811","https://openalex.org/W3036339582","https://openalex.org/W1968930765","https://openalex.org/W3209560517","https://openalex.org/W2111740100","https://openalex.org/W2072996905","https://openalex.org/W2079825352"],"abstract_inverted_index":{"To":[0,48,77],"successfully":[1],"develop":[2,78,137],"a":[3,6],"complex":[4],"product,":[5,52],"firm":[7],"must":[8],"answer":[9],"two":[10],"critical":[11],"questions:":[12],"how":[13,20],"to":[14,21,41,58,73,100,112,119,149,186],"\u201cdevelop":[15,22],"the":[16,23,28,45,50,70,79,83,90,96,102,114,124,151,159,167,172,177,188,195,200],"right":[17,51,84],"product\u201d":[18],"and":[19,110,130,166,179],"product":[24,34,72,81],"right.\u201d":[25],"Motivated":[26],"by":[27],"real":[29],"practice":[30],"of":[31,69,127,133,143,164],"Xiaomi\u2019s":[32],"new":[33,71,80],"development":[35],"(NPD)":[36],"projects,":[37],"this":[38],"article":[39,94],"responds":[40],"these":[42],"calls":[43],"in":[44,82],"following":[46],"ways.":[47],"design":[49,144],"using":[53],"an":[54,138],"enhanced":[55],"PageRank":[56],"algorithm":[57],"investigate":[59],"customer":[60],"needs,":[61],"NPD":[62,86,91,115,152],"managers":[63,87],"can":[64,198],"select":[65],"appropriate":[66],"function":[67],"modules":[68],"meet":[74],"customers\u2019":[75],"demand.":[76],"way,":[85],"should":[88],"optimize":[89,150],"organization.":[92,153],"This":[93],"applies":[95],"multi-domain":[97],"matrix":[98,146],"(MDM)":[99],"identify":[101],"technical":[103],"coordination":[104],"dependency":[105,162],"strength":[106,163],"among":[107],"different":[108],"teams":[109],"then":[111],"measure":[113],"organization\u2019s":[116,201],"complexity":[117],"according":[118],"its":[120],"entropy.":[121],"By":[122],"proposing":[123],"External":[125],"Entropy":[126,132],"Cluster":[128,134],"(EEC)":[129],"Internal":[131],"(IEC),":[135],"we":[136],"entropy-based":[139],"two-stage":[140],"clustering":[141,156,169],"criterion":[142,157,170],"structure":[145],"(":[147],"DSM)":[148],"The":[154,191],"first-stage":[155],"maximizes":[158],"added":[160],"average":[161],"DSM,":[165],"second-stage":[168],"minimizes":[171],"Weighted":[173],"Total":[174],"Entropy,":[175],"including":[176],"IEC":[178],"EEC.":[180],"An":[181],"industrial":[182],"example":[183],"is":[184],"provided":[185],"illustrate":[187],"proposed":[189],"model.":[190],"results":[192],"indicate":[193],"that":[194],"clustered":[196],"DSM":[197],"reduce":[199],"complexity.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-30T06:05:26.967640","created_date":"2025-10-10T00:00:00"}
