{"id":"https://openalex.org/W4312459115","doi":"https://doi.org/10.1109/access.2022.3215552","title":"Interactions Between Innovation and Digital Transformation: A Co-Word Analysis","display_name":"Interactions Between Innovation and Digital Transformation: A Co-Word Analysis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312459115","doi":"https://doi.org/10.1109/access.2022.3215552"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3215552","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3215552","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09923928.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/9668973/09923928.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061791697","display_name":"Nelson Alfonso G\u00f3mez-Cruz","orcid":"https://orcid.org/0000-0001-9594-1441"},"institutions":[{"id":"https://openalex.org/I90803817","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04","country_code":"CO","type":"education","lineage":["https://openalex.org/I90803817"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Nelson A. Gomez-Cruz","raw_affiliation_strings":["Innovation Center, School of Management and Business, Universidad del Rosario, Bogot&#x00E1;, Colombia"],"raw_orcid":"https://orcid.org/0000-0001-9594-1441","affiliations":[{"raw_affiliation_string":"Innovation Center, School of Management and Business, Universidad del Rosario, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I90803817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038832519","display_name":"Jose Montes","orcid":"https://orcid.org/0000-0002-8069-553X"},"institutions":[{"id":"https://openalex.org/I90803817","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04","country_code":"CO","type":"education","lineage":["https://openalex.org/I90803817"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jose Montes","raw_affiliation_strings":["Innovation Center, School of Management and Business, Universidad del Rosario, Bogot&#x00E1;, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-8069-553X","affiliations":[{"raw_affiliation_string":"Innovation Center, School of Management and Business, Universidad del Rosario, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I90803817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066504269","display_name":"David Anzola","orcid":"https://orcid.org/0000-0002-7561-9639"},"institutions":[{"id":"https://openalex.org/I90803817","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04","country_code":"CO","type":"education","lineage":["https://openalex.org/I90803817"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"David Anzola","raw_affiliation_strings":["Innovation Center, School of Management and Business, Universidad del Rosario, Bogot&#x00E1;, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-7561-9639","affiliations":[{"raw_affiliation_string":"Innovation Center, School of Management and Business, Universidad del Rosario, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I90803817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90803817"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4908,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84648359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"111607","last_page":"111622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/computer-science","display_name":"Computer science","score":0.6308741569519043},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.5669893026351929},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5267621278762817},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5177078247070312},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.46178939938545227},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4299848973751068},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42960113286972046},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.41880136728286743},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24925285577774048},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14212405681610107},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11528143286705017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6308741569519043},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.5669893026351929},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5267621278762817},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5177078247070312},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.46178939938545227},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4299848973751068},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42960113286972046},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.41880136728286743},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24925285577774048},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14212405681610107},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11528143286705017},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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:10.1109/access.2022.3215552","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3215552","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09923928.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1aa133395c23457e849c38202a30796e","is_oa":true,"landing_page_url":"https://doaj.org/article/1aa133395c23457e849c38202a30796e","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 10, Pp 111607-111622 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3215552","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3215552","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09923928.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G634534705","display_name":null,"funder_award_id":"IV-FPF002","funder_id":"https://openalex.org/F4320325380","funder_display_name":"Universidad del Rosario"}],"funders":[{"id":"https://openalex.org/F4320325380","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W1508898803","https://openalex.org/W1537982310","https://openalex.org/W2025342724","https://openalex.org/W2029088861","https://openalex.org/W2029608738","https://openalex.org/W2041783407","https://openalex.org/W2050091520","https://openalex.org/W2095293504","https://openalex.org/W2125374039","https://openalex.org/W2150220236","https://openalex.org/W2464417241","https://openalex.org/W2599035873","https://openalex.org/W2616100669","https://openalex.org/W2766004204","https://openalex.org/W2773244815","https://openalex.org/W2782563105","https://openalex.org/W2790148163","https://openalex.org/W2791930516","https://openalex.org/W2796035430","https://openalex.org/W2809371152","https://openalex.org/W2895400994","https://openalex.org/W2899017743","https://openalex.org/W2902238628","https://openalex.org/W2904649625","https://openalex.org/W2911153519","https://openalex.org/W2912800036","https://openalex.org/W2940549837","https://openalex.org/W2945565843","https://openalex.org/W2948706555","https://openalex.org/W2954926450","https://openalex.org/W2955156490","https://openalex.org/W2957574369","https://openalex.org/W2963453445","https://openalex.org/W2978346165","https://openalex.org/W2979507550","https://openalex.org/W2982106974","https://openalex.org/W2997638503","https://openalex.org/W3005598022","https://openalex.org/W3011152663","https://openalex.org/W3012397954","https://openalex.org/W3013632036","https://openalex.org/W3014827746","https://openalex.org/W3018122681","https://openalex.org/W3027551983","https://openalex.org/W3044606584","https://openalex.org/W3045962627","https://openalex.org/W3048467598","https://openalex.org/W3082438082","https://openalex.org/W3082746953","https://openalex.org/W3086493763","https://openalex.org/W3088647107","https://openalex.org/W3088963635","https://openalex.org/W3089517677","https://openalex.org/W3092361483","https://openalex.org/W3095245804","https://openalex.org/W3097243079","https://openalex.org/W3097763105","https://openalex.org/W3121707495","https://openalex.org/W3122942847","https://openalex.org/W3126077390","https://openalex.org/W3128713158","https://openalex.org/W3129273544","https://openalex.org/W3130682094","https://openalex.org/W3131960124","https://openalex.org/W3134060506","https://openalex.org/W3135223375","https://openalex.org/W3138202017","https://openalex.org/W3139190419","https://openalex.org/W3140968591","https://openalex.org/W3142039076","https://openalex.org/W3159268618","https://openalex.org/W3160856016","https://openalex.org/W3161298478","https://openalex.org/W3162106302","https://openalex.org/W3166574792","https://openalex.org/W3170554175","https://openalex.org/W3171786129","https://openalex.org/W3172401724","https://openalex.org/W3174736224","https://openalex.org/W3180989014","https://openalex.org/W3181670050","https://openalex.org/W3183467943","https://openalex.org/W3184325429","https://openalex.org/W3185845198","https://openalex.org/W3186014235","https://openalex.org/W3186361799","https://openalex.org/W3193086618","https://openalex.org/W3193602849","https://openalex.org/W3196280833","https://openalex.org/W3210902368","https://openalex.org/W4206813854","https://openalex.org/W4233529739","https://openalex.org/W6632339523","https://openalex.org/W6867672716"],"related_works":["https://openalex.org/W587735977","https://openalex.org/W1978142926","https://openalex.org/W3157395178","https://openalex.org/W1501776718","https://openalex.org/W2615136228","https://openalex.org/W657108774","https://openalex.org/W2390192952","https://openalex.org/W3113483414","https://openalex.org/W3128162709","https://openalex.org/W3022432941"],"abstract_inverted_index":{"Recent":[0],"literature":[1],"suggests":[2],"there":[3],"is":[4],"a":[5,53,95,98,111,165],"natural":[6],"connection":[7,34,175],"between":[8,66,132],"innovation":[9,67,133],"and":[10,20,27,39,68,77,83,87,123,134,144,156,194,197],"digital":[11,69,135],"transformation,":[12],"two":[13,127],"key":[14],"topics":[15],"of":[16,30,55,110,120,130,158,205],"interest":[17],"in":[18,47,52,81,148,164],"management":[19],"organization":[21],"that":[22,72,102,146],"have":[23],"spawned":[24],"large,":[25],"independent":[26],"well-defined":[28],"areas":[29,204],"study.":[31,206],"While":[32],"this":[33,91],"might":[35],"be":[36,75],"analytically":[37],"straightforward":[38],"notable":[40,118],"examples":[41],"are":[42],"not":[43],"hard":[44],"to":[45,61,104,114,200,202],"find,":[46],"everyday":[48],"life,":[49],"it":[50,73],"materializes":[51],"multiplicity":[54],"ways.":[56],"A":[57],"need":[58],"emerges,":[59],"then,":[60,161],"better":[62],"understand":[63],"the":[64,84,107,116,126,140,149,169,178],"interaction":[65,131],"transformation":[70],"so":[71],"can":[74],"explored":[76],"exploited":[78],"by":[79],"actors":[80],"academia":[82],"public,":[85],"private":[86],"third":[88],"sectors.":[89],"In":[90],"article,":[92],"we":[93],"use":[94],"co-word":[96],"analysis,":[97],"text":[99,138],"mining":[100],"technique":[101],"permits":[103],"systematically":[105],"map":[106],"intellectual":[108],"structure":[109],"research":[112],"field,":[113],"characterize":[115],"most":[117],"dynamics":[119],"\u2018innovation-driven":[121],"digitalization\u2019":[122],"\u2018digitalized":[124],"innovation\u2019\u2014":[125],"major":[128],"dimensions":[129],"transformation.":[136],"The":[137],"identifies":[139],"relevant":[141],"themes,":[142],"subthemes":[143],"concepts":[145],"appear":[147],"literature,":[150],"as":[151,153],"well":[152],"their":[154,174],"relationship":[155],"level":[157],"development.":[159],"It,":[160],"aggregates":[162],"them":[163],"taxonomy":[166],"that,":[167],"on":[168,177],"one":[170],"hand,":[171,180],"readily":[172],"displays":[173],"and,":[176],"other":[179,203],"(i)":[181],"informs":[182],"about":[183],"current":[184],"or":[185],"potential":[186],"controversies,":[187],"(ii)":[188],"gaps,":[189],"(iii)":[190],"lines":[191],"for":[192],"novel":[193],"further":[195],"research,":[196],"(iv)":[198],"alternatives":[199],"bridge":[201]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
