Path Dependence and Spatial Spillovers in Regional Digitalization: Evidence from Dynamic Spatial Panel Analysis in Europe

MakaleAçık ErişimScopus SJRQ1
  • SDG 9 · Sanayi, Yenilikçilik ve Altyapı
  • SDG 10 · Eşitsizliklerin Azaltılması

Özet

Digitalization is the driver of regional competitiveness and sustainable development, but its geographical impacts differ significantly across Europe. This study was conducted to determine if digital transformation results in regional sustainability or if it increases spatial inequalities, concentrating on European NUTS-1 regions for the period 2021–2025. A composite Regional Digitalization Index was developed by means of Principal Component Analysis (PCA) based on indicators measuring internet access, internet usage, and the availability of digital public services. Dynamic spatial panel econometric models were used for empirical investigation, including a Spatial Autoregressive (SAR) model and a Spatial Durbin model (SDM), which facilitated the exploration of both temporal dependence and spatial spillover. Three main conclusions can be derived from the results, as follows: The level of digitalization in a region is highly stable over time, whereby the development depends most on previous paths. Subsequently, human capital is highly significant for digital development, and its effects are not only local but also spill over to neighboring regions. Lastly, spatial interactions consist of two opposite forces—the positive diffusion from digitally advanced neighboring regions and the competitive effects related to the economic strength of neighboring regions—that further intensify the core–periphery divide.

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https://rdlopen.rawdatalibrary.net/r/munzur/797Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.3390/su18104839Yayıncı resmi DOI adresi
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AlanDeğerDil
dc.contributor.authorKazar, Görkemli
dc.contributor.authorKazar, Altuğ
dc.date.accessioned2026-10-28T14:53:39.144061483Z
dc.date.available2026-10-28T14:53:39.144061483Z
dc.date.issued2026
dc.description.abstractDigitalization is the driver of regional competitiveness and sustainable development, but its geographical impacts differ significantly across Europe. This study was conducted to determine if digital transformation results in regional sustainability or if it increases spatial inequalities, concentrating on European NUTS-1 regions for the period 2021–2025. A composite Regional Digitalization Index was developed by means of Principal Component Analysis (PCA) based on indicators measuring internet access, internet usage, and the availability of digital public services. Dynamic spatial panel econometric models were used for empirical investigation, including a Spatial Autoregressive (SAR) model and a Spatial Durbin model (SDM), which facilitated the exploration of both temporal dependence and spatial spillover. Three main conclusions can be derived from the results, as follows: The level of digitalization in a region is highly stable over time, whereby the development depends most on previous paths. Subsequently, human capital is highly significant for digital development, and its effects are not only local but also spill over to neighboring regions. Lastly, spatial interactions consist of two opposite forces—the positive diffusion from digitally advanced neighboring regions and the competitive effects related to the economic strength of neighboring regions—that further intensify the core–periphery divide.
dc.identifier.articlenumber4839
dc.identifier.doi10.3390/su18104839
dc.identifier.eissn2071-1050
dc.identifier.issn2071-1050
dc.identifier.issue10
dc.identifier.scopus2-s2.0-105040267225
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/797
dc.identifier.volume18
dc.identifier.wosWOS:001775606100001
dc.language.isoen
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)
dc.relation.ispartofSustainability (Switzerland)
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectdynamic spatial panel models
dc.subjectpath dependence
dc.subjectregional digitalization
dc.subjectregional inequality
dc.subjectspatial spillovers
dc.subjectsustainable development
dc.subject.classificationGreen & Sustainable Science & Technology
dc.subject.classificationEnvironmental Sciences
dc.subject.classificationEnvironmental Studies
dc.subject.classificationScience & Technology - Other Topics
dc.subject.classificationEnvironmental Sciences & Ecology
dc.subject.otherDIVIDE
dc.subject.otherCONVERGENCE
dc.subject.otherDIFFUSION
dc.titlePath Dependence and Spatial Spillovers in Regional Digitalization: Evidence from Dynamic Spatial Panel Analysis in Europe
dc.typeArticle
rdl.citation.openalex1
rdl.citation.scopus1
rdl.citation.wos1
rdl.oa.statusgold
rdl.oa.urlhttps://doi.org/10.3390/su18104839
rdl.scopus.quartileQ1
rdl.sdgSDG09
rdl.sdgSDG10
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)
rdl.wos.indexSocial Science Citation Index (SSCI)