{"id":"https://openalex.org/W4411563950","doi":"https://doi.org/10.3390/systems13070499","title":"Configural Perspectives on Urban Talent Ecology and Talent Competitiveness: A Dual Analysis Using GQCA and fsQCA","display_name":"Configural Perspectives on Urban Talent Ecology and Talent Competitiveness: A Dual Analysis Using GQCA and fsQCA","publication_year":2025,"publication_date":"2025-06-22","ids":{"openalex":"https://openalex.org/W4411563950","doi":"https://doi.org/10.3390/systems13070499"},"language":"en","primary_location":{"id":"doi:10.3390/systems13070499","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13070499","pdf_url":"https://www.mdpi.com/2079-8954/13/7/499/pdf?version=1750577406","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/7/499/pdf?version=1750577406","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056117337","display_name":"Peng Jiang","orcid":"https://orcid.org/0000-0003-4876-693X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Jiang","raw_affiliation_strings":["School of Business, Shandong University, Weihai 264209, China"],"raw_orcid":"https://orcid.org/0000-0003-4876-693X","affiliations":[{"raw_affiliation_string":"School of Business, Shandong University, Weihai 264209, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099048359","display_name":"Zhaohu Dong","orcid":"https://orcid.org/0009-0003-8995-6382"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaohu Dong","raw_affiliation_strings":["School of Business, Shandong University, Weihai 264209, China"],"raw_orcid":"https://orcid.org/0009-0003-8995-6382","affiliations":[{"raw_affiliation_string":"School of Business, Shandong University, Weihai 264209, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439284","display_name":"Ran Zhang","orcid":"https://orcid.org/0000-0001-8353-5374"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Zhang","raw_affiliation_strings":["School of Business, Shandong University, Weihai 264209, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Shandong University, Weihai 264209, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021025969","display_name":"Ying-chun Song","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingchun Song","raw_affiliation_strings":["School of Business, Shandong University, Weihai 264209, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Shandong University, Weihai 264209, China","institution_ids":["https://openalex.org/I4210097214","https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5099048359"],"corresponding_institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210097214"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06837294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"7","first_page":"499","last_page":"499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13588","display_name":"Regional resilience and development","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6564808487892151},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.4927368462085724},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.4774113893508911},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.3997775614261627},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.33360755443573},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.30813515186309814},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15171200037002563},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09631934762001038}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6564808487892151},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.4927368462085724},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.4774113893508911},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.3997775614261627},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33360755443573},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30813515186309814},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15171200037002563},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09631934762001038},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13070499","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13070499","pdf_url":"https://www.mdpi.com/2079-8954/13/7/499/pdf?version=1750577406","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9d1f8c681b154d4ebc4fad4ffee8a89e","is_oa":true,"landing_page_url":"https://doaj.org/article/9d1f8c681b154d4ebc4fad4ffee8a89e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 13, Iss 7, p 499 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13070499","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13070499","pdf_url":"https://www.mdpi.com/2079-8954/13/7/499/pdf?version=1750577406","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411563950.pdf","grobid_xml":"https://content.openalex.org/works/W4411563950.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1856380757","https://openalex.org/W1987013941","https://openalex.org/W2058038539","https://openalex.org/W2281606881","https://openalex.org/W2732682163","https://openalex.org/W2804950338","https://openalex.org/W2883739506","https://openalex.org/W2919263886","https://openalex.org/W2921704498","https://openalex.org/W2935764052","https://openalex.org/W2974391059","https://openalex.org/W2983060199","https://openalex.org/W2983418919","https://openalex.org/W2999247978","https://openalex.org/W3000983279","https://openalex.org/W3010858013","https://openalex.org/W3031530685","https://openalex.org/W3082311223","https://openalex.org/W3088401329","https://openalex.org/W3126070562","https://openalex.org/W3131350548","https://openalex.org/W3132184044","https://openalex.org/W3192190866","https://openalex.org/W4200272527","https://openalex.org/W4200473477","https://openalex.org/W4200620220","https://openalex.org/W4207036837","https://openalex.org/W4210326554","https://openalex.org/W4212839198","https://openalex.org/W4214771462","https://openalex.org/W4214908988","https://openalex.org/W4220710261","https://openalex.org/W4285197472","https://openalex.org/W4313889163","https://openalex.org/W4319793827","https://openalex.org/W4323980168","https://openalex.org/W4327978322","https://openalex.org/W4362632731","https://openalex.org/W4365150526","https://openalex.org/W4366977251","https://openalex.org/W4377148650","https://openalex.org/W4382698961","https://openalex.org/W4382877613","https://openalex.org/W4387426048","https://openalex.org/W4391530293","https://openalex.org/W4396243203","https://openalex.org/W4399432400","https://openalex.org/W4408019878","https://openalex.org/W6759726707"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2317351040","https://openalex.org/W2952466936","https://openalex.org/W1988622314","https://openalex.org/W2393949104","https://openalex.org/W2024479787","https://openalex.org/W2513357761","https://openalex.org/W2612361796","https://openalex.org/W1550931451"],"abstract_inverted_index":{"Talent":[0],"significantly":[1],"influences":[2],"urban":[3,11,72,98,172],"technological":[4],"innovation":[5],"and":[6,21,28,36,54,68,94,129,135,178],"sustainable":[7],"economic":[8,33],"development.":[9],"Enhancing":[10],"talent":[12,73,77,99,114,173],"competitiveness":[13],"(UTC)":[14],"necessitates":[15],"a":[16,41],"systemic":[17],"perspective":[18],"on":[19,76],"upgrading":[20],"optimizing":[22],"the":[23,66,91,108,166],"combination":[24],"of":[25,70,110],"both":[26,176],"tangible":[27],"intangible":[29],"resources,":[30],"such":[31],"as":[32],"vitality,":[34],"livability,":[35],"social":[37],"harmony,":[38],"which":[39],"is":[40],"typical":[42],"configurational":[43],"issue.":[44],"This":[45],"paper":[46],"utilizes":[47],"empirical":[48],"data":[49],"from":[50,175],"96":[51],"Chinese":[52],"cities":[53],"applies":[55],"an":[56],"innovative":[57],"grey":[58],"quantitative":[59],"comparative":[60,159],"analysis":[61,160],"(GQCA)":[62],"method":[63],"to":[64,140],"investigate":[65],"impact":[67],"mechanisms":[69],"different":[71],"ecology":[74],"(UTE)":[75],"competitiveness.":[78],"The":[79],"findings":[80,151],"reveal":[81],"that":[82,101,119],"there":[83],"are":[84],"no":[85],"bottleneck":[86],"factors":[87],"constraining":[88],"UTC":[89],"within":[90],"sample,":[92],"interactions,":[93],"couplings":[95],"among":[96],"six":[97],"elements":[100],"generated":[102],"30":[103],"distinct":[104],"UTEs.":[105],"By":[106],"calculating":[107],"possibility":[109],"each":[111],"UTE":[112],"achieving":[113],"competitiveness,":[115],"it":[116],"was":[117],"found":[118],"16":[120],"UTEs,":[121],"characterized":[122],"by":[123],"vibrant":[124],"business-led":[125],"development,":[126],"comprehensive":[127],"development":[128,133],"integrated":[130],"leadership,":[131,134],"regional":[132],"economy-led":[136],"international":[137],"innovation,":[138],"lead":[139],"high":[141],"UTC.":[142,149],"Conversely,":[143],"14":[144],"UTEs":[145],"result":[146],"in":[147],"low":[148],"These":[150],"were":[152],"further":[153],"validated":[154],"through":[155],"fuzzy":[156],"set":[157],"qualitative":[158],"(fsQCA)":[161],"for":[162,171],"robustness":[163],"testing.":[164],"Finally,":[165],"study":[167],"offers":[168],"policy":[169],"recommendations":[170],"strategies":[174],"short-term":[177],"long-term":[179],"perspectives.":[180]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}