{"id":"https://openalex.org/W4405810002","doi":"https://doi.org/10.3390/systems13010008","title":"Evaluating the Impact of Digital Transformation on Urban Innovation Resilience","display_name":"Evaluating the Impact of Digital Transformation on Urban Innovation Resilience","publication_year":2024,"publication_date":"2024-12-26","ids":{"openalex":"https://openalex.org/W4405810002","doi":"https://doi.org/10.3390/systems13010008"},"language":"en","primary_location":{"id":"doi:10.3390/systems13010008","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13010008","pdf_url":"https://www.mdpi.com/2079-8954/13/1/8/pdf?version=1735225309","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/2079-8954/13/1/8/pdf?version=1735225309","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101849917","display_name":"Ruoxi Yu","orcid":"https://orcid.org/0009-0008-7903-7629"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoxi Yu","raw_affiliation_strings":["School of Public Policy and Administration, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":"https://orcid.org/0009-0008-7903-7629","affiliations":[{"raw_affiliation_string":"School of Public Policy and Administration, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087936740","display_name":"Yaqian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqian Chen","raw_affiliation_strings":["School of Public Policy and Administration, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Policy and Administration, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053204576","display_name":"Yuhuan Jin","orcid":"https://orcid.org/0000-0001-5869-1877"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuhuan Jin","raw_affiliation_strings":["School of Public Management, Northwest University, Xi\u2019an 710127, China","School of Public Management, Northwest University, Xi'an 710127, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Management, Northwest University, Xi\u2019an 710127, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"School of Public Management, Northwest University, Xi'an 710127, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100394044","display_name":"Sheng Zhang","orcid":"https://orcid.org/0000-0003-1034-6622"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhang","raw_affiliation_strings":["School of Public Policy and Administration, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Policy and Administration, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053204576"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":9.0248,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97342544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":"1","first_page":"8","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13588","display_name":"Regional resilience and development","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T13588","display_name":"Regional resilience and development","score":0.9998999834060669,"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/T12916","display_name":"COVID-19 impact on air quality","score":0.9297999739646912,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9236999750137329,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/resilience","display_name":"Resilience (materials science)","score":0.7522479295730591},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6835086345672607},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.4968114197254181},{"id":"https://openalex.org/keywords/urban-resilience","display_name":"Urban resilience","score":0.46590739488601685},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.3662419319152832},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3614959716796875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31467896699905396},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3027525246143341},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19948643445968628},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.195410817861557},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.14592954516410828},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.0693577229976654},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.06377047300338745}],"concepts":[{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.7522479295730591},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6835086345672607},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.4968114197254181},{"id":"https://openalex.org/C2780039742","wikidata":"https://www.wikidata.org/wiki/Q7900159","display_name":"Urban resilience","level":3,"score":0.46590739488601685},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.3662419319152832},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3614959716796875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31467896699905396},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3027525246143341},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19948643445968628},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.195410817861557},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.14592954516410828},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0693577229976654},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.06377047300338745},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13010008","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13010008","pdf_url":"https://www.mdpi.com/2079-8954/13/1/8/pdf?version=1735225309","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:691b5a2d93db4f8cb9cbcd4b4be0d9ef","is_oa":false,"landing_page_url":"https://doaj.org/article/691b5a2d93db4f8cb9cbcd4b4be0d9ef","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 13, Iss 1, p 8 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13010008","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13010008","pdf_url":"https://www.mdpi.com/2079-8954/13/1/8/pdf?version=1735225309","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":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405810002.pdf","grobid_xml":"https://content.openalex.org/works/W4405810002.grobid-xml"},"referenced_works_count":96,"referenced_works":["https://openalex.org/W328633646","https://openalex.org/W939540814","https://openalex.org/W1966558353","https://openalex.org/W1999132758","https://openalex.org/W2027669732","https://openalex.org/W2087828095","https://openalex.org/W2096015313","https://openalex.org/W2101637067","https://openalex.org/W2132636444","https://openalex.org/W2514661161","https://openalex.org/W2560275473","https://openalex.org/W2735212577","https://openalex.org/W2762266885","https://openalex.org/W2804480794","https://openalex.org/W2897844223","https://openalex.org/W2904649625","https://openalex.org/W2911822972","https://openalex.org/W2927193222","https://openalex.org/W2940549837","https://openalex.org/W2947048224","https://openalex.org/W2961835343","https://openalex.org/W2964189394","https://openalex.org/W2982913193","https://openalex.org/W2994808844","https://openalex.org/W2999334294","https://openalex.org/W3009214178","https://openalex.org/W3012444097","https://openalex.org/W3015783466","https://openalex.org/W3017377412","https://openalex.org/W3039554138","https://openalex.org/W3043847509","https://openalex.org/W3080403641","https://openalex.org/W3091953043","https://openalex.org/W3103627353","https://openalex.org/W3117979874","https://openalex.org/W3122834211","https://openalex.org/W3123217666","https://openalex.org/W3128796703","https://openalex.org/W3133862516","https://openalex.org/W3159480376","https://openalex.org/W3177301419","https://openalex.org/W3198428580","https://openalex.org/W3199336465","https://openalex.org/W3202582446","https://openalex.org/W3206013991","https://openalex.org/W3208797279","https://openalex.org/W3210842928","https://openalex.org/W3210902368","https://openalex.org/W3214448974","https://openalex.org/W3214515521","https://openalex.org/W3217616488","https://openalex.org/W4200219656","https://openalex.org/W4205263742","https://openalex.org/W4205443034","https://openalex.org/W4210894567","https://openalex.org/W4213443694","https://openalex.org/W4229442135","https://openalex.org/W4283015006","https://openalex.org/W4292811746","https://openalex.org/W4293221698","https://openalex.org/W4293247197","https://openalex.org/W4293546605","https://openalex.org/W4296817181","https://openalex.org/W4306894657","https://openalex.org/W4307288582","https://openalex.org/W4309077433","https://openalex.org/W4310212441","https://openalex.org/W4318906797","https://openalex.org/W4323670102","https://openalex.org/W4376136671","https://openalex.org/W4376867990","https://openalex.org/W4378220975","https://openalex.org/W4382602049","https://openalex.org/W4384067991","https://openalex.org/W4384928009","https://openalex.org/W4385613992","https://openalex.org/W4386208882","https://openalex.org/W4387477769","https://openalex.org/W4387700668","https://openalex.org/W4387834856","https://openalex.org/W4388793873","https://openalex.org/W4390060331","https://openalex.org/W4390380399","https://openalex.org/W4391242720","https://openalex.org/W4391825128","https://openalex.org/W4392389264","https://openalex.org/W4392907813","https://openalex.org/W4394000030","https://openalex.org/W4396731195","https://openalex.org/W4399513385","https://openalex.org/W4400310130","https://openalex.org/W4400943562","https://openalex.org/W4401305395","https://openalex.org/W4402120117","https://openalex.org/W6782959416","https://openalex.org/W6847247728"],"related_works":["https://openalex.org/W3113483414","https://openalex.org/W3128162709","https://openalex.org/W3022432941","https://openalex.org/W4233952153","https://openalex.org/W3208708402","https://openalex.org/W4390282486","https://openalex.org/W4393379343","https://openalex.org/W3047756875","https://openalex.org/W2486649513","https://openalex.org/W2905987092"],"abstract_inverted_index":{"Enhancing":[0],"urban":[1,25,35,89,102,112,126,140,144,158,176],"innovation":[2,36,90,103,113,127,145,159,177],"resilience":[3,37,114,128],"is":[4,115],"crucial":[5],"for":[6,24],"adapting":[7],"to":[8,57,81,164],"change":[9],"and":[10,49,74,119,143,157,175],"pursuing":[11],"innovation-driven,":[12],"high-quality":[13],"development.":[14],"The":[15,92],"global":[16],"trend":[17],"of":[18,31,71,85,108,133,169],"digital":[19,32,72,86,99,109,123,155,173],"transformation":[20,33,73,87,100,110,124,156,174],"has":[21],"profound":[22],"implications":[23],"innovation;":[26],"however,":[27],"the":[28,61,83,106,130,152,170],"specific":[29],"effects":[30],"on":[34,88,111],"remain":[38],"insufficiently":[39],"explored.":[40],"This":[41],"study":[42],"utilizes":[43],"panel":[44],"data":[45],"from":[46,55],"285":[47],"prefecture-level":[48],"above":[50],"cities":[51],"in":[52,151],"China,":[53],"spanning":[54],"2007":[56],"2022.":[58],"It":[59],"treats":[60],"Broadband":[62],"China":[63],"Pilot":[64],"(BCP)":[65],"policy":[66],"as":[67],"a":[68,76,165],"quasi-natural":[69],"experiment":[70],"employs":[75],"time-varying":[77],"Difference-in-Differences":[78],"(DID)":[79],"method":[80],"investigate":[82],"impact":[84],"resilience.":[91,160,178],"results":[93],"yield":[94],"several":[95],"important":[96],"insights:":[97],"(i)":[98],"enhances":[101],"resilience;":[104],"(ii)":[105],"effect":[107,132],"heterogeneous":[116],"across":[117],"regions":[118],"city":[120],"sizes;":[121],"(iii)":[122],"improves":[125],"through":[129],"mediation":[131],"green":[134],"total":[135],"factor":[136],"productivity":[137],"(GTFP);":[138],"(iv)":[139],"industrial":[141],"upgrading":[142],"vitality":[146],"play":[147],"significant":[148],"moderating":[149],"roles":[150],"relationship":[153,171],"between":[154,172],"These":[161],"findings":[162],"contribute":[163],"deeper":[166],"theoretical":[167],"understanding":[168]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
