{"id":"https://openalex.org/W4406215947","doi":"https://doi.org/10.3390/systems13010043","title":"Digital Transformation and Innovation Performance in Small- and Medium-Sized Enterprises: A Systems Perspective on the Interplay of Digital Adoption, Digital Drive, and Digital Culture","display_name":"Digital Transformation and Innovation Performance in Small- and Medium-Sized Enterprises: A Systems Perspective on the Interplay of Digital Adoption, Digital Drive, and Digital Culture","publication_year":2025,"publication_date":"2025-01-09","ids":{"openalex":"https://openalex.org/W4406215947","doi":"https://doi.org/10.3390/systems13010043"},"language":"en","primary_location":{"id":"doi:10.3390/systems13010043","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13010043","pdf_url":"https://www.mdpi.com/2079-8954/13/1/43/pdf?version=1736415989","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/2079-8954/13/1/43/pdf?version=1736415989","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050278964","display_name":"Shaofeng Wang","orcid":"https://orcid.org/0000-0002-0300-2453"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofeng Wang","raw_affiliation_strings":["International Business School, Fuzhou University of International Studies and Trade, Fuzhou 350200, China"],"raw_orcid":"https://orcid.org/0000-0002-0300-2453","affiliations":[{"raw_affiliation_string":"International Business School, Fuzhou University of International Studies and Trade, Fuzhou 350200, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101223206","display_name":"Hao Zhang","orcid":"https://orcid.org/0009-0009-7997-9410"},"institutions":[{"id":"https://openalex.org/I4210127700","display_name":"Zhejiang Shuren University","ror":"https://ror.org/0331z5r71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127700"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["School of Management, Zhejiang Shuren University, Hangzhou 310015, China"],"raw_orcid":"https://orcid.org/0009-0009-7997-9410","affiliations":[{"raw_affiliation_string":"School of Management, Zhejiang Shuren University, Hangzhou 310015, China","institution_ids":["https://openalex.org/I4210127700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101223206"],"corresponding_institution_ids":["https://openalex.org/I4210127700"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2896},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2896},"fwci":91.0671,"has_fulltext":true,"cited_by_count":93,"citation_normalized_percentile":{"value":0.99979165,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"1","first_page":"43","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10003","display_name":"Innovation and Knowledge Management","score":0.9664000272750854,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.9621000289916992,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.8729243278503418},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.7272704243659973},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6115260720252991},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.5922695994377136},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5601593852043152},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5574625730514526},{"id":"https://openalex.org/keywords/dynamic-capabilities","display_name":"Dynamic capabilities","score":0.45797228813171387},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4505978226661682},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33002379536628723},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11686190962791443},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08706921339035034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07231417298316956}],"concepts":[{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.8729243278503418},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.7272704243659973},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6115260720252991},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.5922695994377136},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5601593852043152},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5574625730514526},{"id":"https://openalex.org/C2780504989","wikidata":"https://www.wikidata.org/wiki/Q2742037","display_name":"Dynamic capabilities","level":2,"score":0.45797228813171387},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4505978226661682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33002379536628723},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11686190962791443},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08706921339035034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07231417298316956},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13010043","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13010043","pdf_url":"https://www.mdpi.com/2079-8954/13/1/43/pdf?version=1736415989","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:c086a3a8c7634398b8adc84b28eed1ad","is_oa":true,"landing_page_url":"https://doaj.org/article/c086a3a8c7634398b8adc84b28eed1ad","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 1, p 43 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13010043","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13010043","pdf_url":"https://www.mdpi.com/2079-8954/13/1/43/pdf?version=1736415989","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":[{"id":"https://metadata.un.org/sdg/9","score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406215947.pdf","grobid_xml":"https://content.openalex.org/works/W4406215947.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W2160449301","https://openalex.org/W2777842559","https://openalex.org/W3003547152","https://openalex.org/W3007403820","https://openalex.org/W3108745425","https://openalex.org/W3193553580","https://openalex.org/W3202340916","https://openalex.org/W3210153492","https://openalex.org/W3210383951","https://openalex.org/W3215378261","https://openalex.org/W4205810633","https://openalex.org/W4206326317","https://openalex.org/W4210450783","https://openalex.org/W4214843027","https://openalex.org/W4225540707","https://openalex.org/W4280612931","https://openalex.org/W4281800272","https://openalex.org/W4293214217","https://openalex.org/W4295555284","https://openalex.org/W4307297653","https://openalex.org/W4308486942","https://openalex.org/W4310014822","https://openalex.org/W4311256944","https://openalex.org/W4312334611","https://openalex.org/W4312336239","https://openalex.org/W4313397523","https://openalex.org/W4313419909","https://openalex.org/W4315498239","https://openalex.org/W4320018725","https://openalex.org/W4323637076","https://openalex.org/W4361276293","https://openalex.org/W4362564021","https://openalex.org/W4362704396","https://openalex.org/W4365597354","https://openalex.org/W4367609614","https://openalex.org/W4383503709","https://openalex.org/W4383723953","https://openalex.org/W4386738062","https://openalex.org/W4387701405","https://openalex.org/W4401496386","https://openalex.org/W4402093705","https://openalex.org/W4403386450","https://openalex.org/W4403889697","https://openalex.org/W4403929903","https://openalex.org/W4403939028","https://openalex.org/W4404039349","https://openalex.org/W4404041257","https://openalex.org/W4404058825","https://openalex.org/W4404527296","https://openalex.org/W4404801113","https://openalex.org/W6746786411","https://openalex.org/W6804332356","https://openalex.org/W6872558830"],"related_works":["https://openalex.org/W2740268725","https://openalex.org/W3093710306","https://openalex.org/W750217911","https://openalex.org/W4206949499","https://openalex.org/W2296969234","https://openalex.org/W4226254121","https://openalex.org/W3113483414","https://openalex.org/W3128162709","https://openalex.org/W3022432941","https://openalex.org/W3156472461"],"abstract_inverted_index":{"Small-":[0],"and":[1,48,62,77,102,111,148],"medium-sized":[2],"enterprises":[3],"(SMEs)":[4],"face":[5],"complex":[6,143],"systemic":[7,82,154],"challenges":[8],"in":[9,16,145,156],"managing":[10,153],"digital":[11,42,44,46,68,75,85,100,103,109,121,146],"transformation":[12,86,122,147],"while":[13],"pursuing":[14],"innovation":[15,132],"an":[17,52,124],"increasingly":[18],"interconnected":[19],"business":[20],"environment.":[21],"This":[22,134],"study":[23,135],"adopts":[24],"a":[25,92],"systems":[26,138],"theory":[27,139],"perspective":[28],"to":[29,130,137],"investigate":[30],"how":[31,117],"digitalization":[32],"enhances":[33],"Innovation":[34,49,78,112],"Performance":[35],"by":[36,140],"examining":[37],"the":[38,72,81,97,142],"dynamic":[39],"interrelationships":[40],"among":[41],"adoption,":[43],"drive,":[45,104],"culture,":[47],"Performance.":[50,113],"Through":[51],"empirical":[53],"analysis":[54],"of":[55,84,120],"201":[56],"Chinese":[57],"SMEs":[58],"using":[59],"PLS-SEM,":[60],"IPMA,":[61],"ANFIS":[63],"approaches,":[64],"we":[65],"reveal":[66],"that":[67],"drive":[69,110],"fully":[70],"mediates":[71],"relationship":[73],"between":[74,99,108],"adoption":[76,101],"Performance,":[79],"highlighting":[80],"nature":[83],"processes.":[87],"Digital":[88],"culture":[89],"emerges":[90],"as":[91,105,107],"critical":[93],"moderator,":[94],"positively":[95],"influencing":[96],"relationships":[98],"well":[106],"These":[114],"findings":[115],"demonstrate":[116],"different":[118],"elements":[119],"form":[123],"integrated":[125],"system":[126],"where":[127],"components":[128],"interact":[129],"produce":[131],"outcomes.":[133],"contributes":[136],"illuminating":[141],"interdependencies":[144],"offers":[149],"practical":[150],"implications":[151],"for":[152],"change":[155],"SMEs.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":42},{"year":2025,"cited_by_count":51}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}
