{"id":"https://openalex.org/W4415004257","doi":"https://doi.org/10.1109/acit65614.2025.11185602","title":"Digital and Innovation Development in EU countries: Influencing Factors and Trends","display_name":"Digital and Innovation Development in EU countries: Influencing Factors and Trends","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W4415004257","doi":"https://doi.org/10.1109/acit65614.2025.11185602"},"language":"en","primary_location":{"id":"doi:10.1109/acit65614.2025.11185602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","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/A5073540968","display_name":"\u0422. \u0412. \u041f\u043e\u043b\u043e\u0437\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0001-9956-8816"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Tetiana Polozova","raw_affiliation_strings":["Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112884318","display_name":"Iryna Sheiko","orcid":"https://orcid.org/0000-0002-5770-3677"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Sheiko","raw_affiliation_strings":["Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074388414","display_name":"\u0421\u0435\u0440\u0433\u0456\u0439 \u0421\u0442\u0435\u043f\u0430\u043d\u0435\u043d\u043a\u043e","orcid":"https://orcid.org/0000-0002-6132-328X"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Serhii Stepanenko","raw_affiliation_strings":["Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032717037","display_name":"Stanislav Ponomarov","orcid":null},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Stanislav Ponomarov","raw_affiliation_strings":["Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001712433","display_name":"N. Ihumentseva","orcid":"https://orcid.org/0000-0002-1928-4707"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nataliia Ihumentseva","raw_affiliation_strings":["Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050690123","display_name":"\u041e\u043b\u0435\u043d\u0430 \u041f\u0435\u0440\u0435\u0441\u0430\u0434\u0430","orcid":"https://orcid.org/0000-0003-0388-975X"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Peresada","raw_affiliation_strings":["Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics,Department of Economic Cybernetics and Management of Economic Security,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I107158390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073540968"],"corresponding_institution_ids":["https://openalex.org/I107158390"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32201019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"392","last_page":"395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12961","display_name":"Regional Development and Policy","score":0.9581999778747559,"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":0.9581999778747559,"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"}},{"id":"https://openalex.org/T13172","display_name":"Economic Issues in Ukraine","score":0.9465000033378601,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"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/digital-transformation","display_name":"Digital transformation","score":0.6419000029563904},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.5763000249862671},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5641000270843506},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.5547000169754028},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.3928999900817871},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.3926999866962433},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.38659998774528503}],"concepts":[{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.6419000029563904},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.5763000249862671},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5641000270843506},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.5547000169754028},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.45879998803138733},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.427700012922287},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39660000801086426},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.3928999900817871},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3928000032901764},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.3926999866962433},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.38659998774528503},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.334199994802475},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C2780762989","wikidata":"https://www.wikidata.org/wiki/Q1323528","display_name":"Digital strategy","level":4,"score":0.30090001225471497},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2946000099182129},{"id":"https://openalex.org/C2993508850","wikidata":"https://www.wikidata.org/wiki/Q185441","display_name":"Eu countries","level":3,"score":0.2702000141143799},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26829999685287476},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2630999982357025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2621999979019165},{"id":"https://openalex.org/C2986115478","wikidata":"https://www.wikidata.org/wiki/Q186290","display_name":"Positive correlation","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit65614.2025.11185602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W3103181892","https://openalex.org/W3112525478","https://openalex.org/W4221013937","https://openalex.org/W4309484577","https://openalex.org/W4380723735","https://openalex.org/W4382940460","https://openalex.org/W4399575405","https://openalex.org/W4403447833"],"related_works":[],"abstract_inverted_index":{"The":[0,24,32,64,142],"article":[1,36],"is":[2,37,161],"devoted":[3],"to":[4,38,51,186],"the":[5,8,19,35,40,74,77,80,83,92,100,103,110,118,123,127,138,162,187,195],"assessment":[6],"of":[7,12,21,34,61,79,85,109,113,137,191,197],"interrelationships":[9,41],"between":[10,42,82,148],"indicators":[11,84],"digital,":[13],"innovative":[14,43,62,131,151],"and":[15,44,50,69,88,132,150,189,202],"scientific":[16,89],"development":[17,46,90,134,152,160],"using":[18,28,96,122],"example":[20],"EU":[22],"countries.":[23],"study":[25,39],"was":[26,94,105],"conducted":[27],"data":[29],"from":[30],"2017-2024.":[31],"aim":[33],"digital":[45,56,87,133,149,159,184,198],"in":[47,91],"European":[48,114],"countries":[49],"identify":[52],"significant":[53,146],"factors":[54,129],"influencing":[55,130],"transformation":[57,199],"for":[58],"different":[59],"clusters":[60,112,139],"development.":[63],"methodology":[65],"includes":[66],"correlation":[67,97,104,147],"analysis":[68,156],"principal":[70,124],"component":[71,155],"analysis.":[72,98],"At":[73,99,117],"first":[75],"stage,":[76,102],"nature":[78],"relationship":[81],"innovative,":[86],"country":[93],"established":[95],"second":[101],"studied":[106],"within":[107,135],"each":[108,136,170,192],"four":[111],"innovation":[115,167,201],"scoreboard.":[116],"third":[119],"stage":[120],"by":[121],"components":[125],"method,":[126],"main":[128],"were":[140],"established.":[141],"findings":[143],"indicate":[144],"a":[145],"metrics.":[153],"Principal":[154],"shows":[157],"that":[158,182],"key":[163],"factor":[164],"across":[165],"all":[166],"clusters,":[168],"though":[169],"cluster":[171],"has":[172],"its":[173],"own":[174],"features.":[175],"These":[176],"results":[177],"help":[178],"design":[179],"tailored":[180],"strategies":[181],"adapt":[183],"policy":[185],"strengths":[188],"weaknesses":[190],"group,":[193],"enhancing":[194],"effect":[196],"on":[200],"economic":[203],"growth.":[204]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}