{"id":"https://openalex.org/W4408280912","doi":"https://doi.org/10.1109/access.2025.3549497","title":"How Do National Innovation Factors Affect the Planning Knowledge Flow?","display_name":"How Do National Innovation Factors Affect the Planning Knowledge Flow?","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408280912","doi":"https://doi.org/10.1109/access.2025.3549497"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3549497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3549497","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3549497","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bin Wu","orcid":"https://orcid.org/0009-0005-0331-2434"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Wu","raw_affiliation_strings":["Department of Regional and Urban Planning, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0005-0331-2434","affiliations":[{"raw_affiliation_string":"Department of Regional and Urban Planning, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048434384","display_name":"Weifeng Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Qi","raw_affiliation_strings":["Department of Regional and Urban Planning, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Regional and Urban Planning, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068671989","display_name":"Xing Gao","orcid":"https://orcid.org/0000-0001-5589-2825"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Gao","raw_affiliation_strings":["School of Humanities and Social Sciences, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5589-2825","affiliations":[{"raw_affiliation_string":"School of Humanities and Social Sciences, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kang Cao","orcid":"https://orcid.org/0000-0002-4808-8713"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Cao","raw_affiliation_strings":["Department of Regional and Urban Planning, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4808-8713","affiliations":[{"raw_affiliation_string":"Department of Regional and Urban Planning, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04568857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"47776","last_page":"47793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12961","display_name":"Regional Development and Policy","score":0.42410001158714294,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T12961","display_name":"Regional Development and Policy","score":0.42410001158714294,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/affect","display_name":"Affect (linguistics)","score":0.7307162284851074},{"id":"https://openalex.org/keywords/knowledge-flow","display_name":"Knowledge flow","score":0.6195299625396729},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5285343527793884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44601112604141235},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4201362431049347},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3896234333515167},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12715759873390198}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.7307162284851074},{"id":"https://openalex.org/C2984563274","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge flow","level":2,"score":0.6195299625396729},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5285343527793884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44601112604141235},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4201362431049347},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3896234333515167},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12715759873390198},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3549497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3549497","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c7da6bea25634327a788819546dc26a9","is_oa":true,"landing_page_url":"https://doaj.org/article/c7da6bea25634327a788819546dc26a9","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":"IEEE Access, Vol 13, Pp 47776-47793 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3549497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3549497","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G313637032","display_name":null,"funder_award_id":"52278082","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":60,"referenced_works":["https://openalex.org/W1538130703","https://openalex.org/W1884611190","https://openalex.org/W1903732357","https://openalex.org/W1963308412","https://openalex.org/W1971937094","https://openalex.org/W1976781942","https://openalex.org/W1977106662","https://openalex.org/W2022713969","https://openalex.org/W2035521848","https://openalex.org/W2040217833","https://openalex.org/W2042508679","https://openalex.org/W2051629997","https://openalex.org/W2061744993","https://openalex.org/W2076871908","https://openalex.org/W2087194317","https://openalex.org/W2090891202","https://openalex.org/W2112090702","https://openalex.org/W2115605386","https://openalex.org/W2127847533","https://openalex.org/W2129762037","https://openalex.org/W2130674011","https://openalex.org/W2264876378","https://openalex.org/W2278180805","https://openalex.org/W2278336172","https://openalex.org/W2390771927","https://openalex.org/W2426856291","https://openalex.org/W2743249639","https://openalex.org/W2754636062","https://openalex.org/W2756477761","https://openalex.org/W2782509391","https://openalex.org/W2785614036","https://openalex.org/W2803420429","https://openalex.org/W2891258929","https://openalex.org/W2918689557","https://openalex.org/W2938329148","https://openalex.org/W2955656297","https://openalex.org/W2969898733","https://openalex.org/W2993028917","https://openalex.org/W3018048987","https://openalex.org/W3124883584","https://openalex.org/W3134318947","https://openalex.org/W3135526011","https://openalex.org/W3178662609","https://openalex.org/W3199193890","https://openalex.org/W4232125279","https://openalex.org/W4242935565","https://openalex.org/W4281684070","https://openalex.org/W4283077289","https://openalex.org/W4284879963","https://openalex.org/W4285098819","https://openalex.org/W4366158342","https://openalex.org/W4376587718","https://openalex.org/W4386012094","https://openalex.org/W4386090645","https://openalex.org/W4391379632","https://openalex.org/W4391464128","https://openalex.org/W4393357610","https://openalex.org/W4394834540","https://openalex.org/W6648503692","https://openalex.org/W6750821677"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W4388203630","https://openalex.org/W2526386912","https://openalex.org/W2166516279","https://openalex.org/W2354806206","https://openalex.org/W2581876510","https://openalex.org/W4234765962","https://openalex.org/W22657094"],"abstract_inverted_index":{"The":[0,66,120],"efficacy":[1],"of":[2,17],"planning":[3,30],"as":[4],"a":[5,150],"collaborative":[6],"process":[7],"is":[8],"contingent":[9],"upon":[10],"the":[11,42,61,86,96,113,131,141,146,173],"active":[12],"flow":[13,32,174],"and":[14,50,53,80,104,107,126,162,170,180,187,201],"effective":[15],"utilization":[16],"diverse":[18],"knowledge,":[19],"particularly":[20],"that":[21,56,99,160],"which":[22,145],"pertains":[23],"to":[24,28,35,41,60,190],"planning.":[25],"However,":[26],"how":[27],"promote":[29],"knowledge":[31,124],"(PKF)":[33],"remains":[34],"be":[36],"studied.":[37],"This":[38,183],"article":[39],"contributed":[40],"issue.":[43],"It":[44,156],"identified":[45],"national":[46],"innovation":[47],"factors":[48],"(NIFs)":[49],"their":[51],"linear":[52,94],"non-linear":[54,136],"effects":[55],"were":[57],"closely":[58],"related":[59],"PKF":[62,168,196],"between":[63],"113":[64],"countries.":[65],"research":[67,100],"methods":[68],"applied":[69],"included":[70],"social":[71],"network":[72],"analysis,":[73,76,79],"Pearson":[74],"correlation":[75],"multiple":[77],"regression":[78],"an":[81],"interpretable":[82],"machine":[83],"learning":[84],"method,":[85],"XGBoost-SHAP":[87],"model.":[88],"Our":[89],"findings":[90],"included:":[91],"1)":[92],"For":[93,135],"relationships,":[95],"results":[97],"showed":[98],"&":[101],"development":[102],"(R&D)":[103],"trade,":[105],"diversification":[106],"market":[108],"scale":[109],"(T,":[110],"D&M)":[111],"had":[112],"greatest":[114],"impact":[115],"on":[116,194],"transnational":[117,132,167],"PKF.":[118,133],"2)":[119],"country\u2019s":[121],"institutional":[122],"environment,":[123],"absorption":[125],"education,":[127],"etc.,":[128],"also":[129],"affected":[130],"3)":[134],"effects,":[137],"this":[138],"study":[139,184],"revealed":[140],"specific":[142],"intervals":[143],"in":[144,175],"relevant":[147,192],"NIFs":[148],"played":[149],"facilitating":[151],"or":[152],"inhibiting":[153],"role.":[154],"4)":[155],"was":[157,178],"worth":[158],"noting":[159],"information":[161],"communication":[163],"technologies":[164],"(ICTs)":[165],"facilitated":[166],"lightly,":[169],"even":[171],"suppressed":[172],"case":[176],"it":[177],"underdeveloped":[179],"highly":[181],"developed.":[182],"provided":[185],"theoretical":[186],"empirical":[188],"references":[189],"formulate":[191],"policies":[193],"promoting":[195],"for":[197],"managers,":[198],"policy":[199],"makers":[200],"scholars.":[202]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
