The role of gender equality in ethical AI development for sustainable societies

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dc.contributor.authorKilitci Calayır, Arzu
dc.contributor.authorÇubukçu Çerasi, Ceren
dc.contributor.authorBalcıoğlu, Yavuz Selim
dc.date.accessioned2026-04-17T05:37:21Z
dc.date.available2026-04-17T05:37:21Z
dc.date.issued2026
dc.departmentİstanbul Gedik Üniversitesi
dc.description.abstractThis study investigates the intersection of gender equality and ethical artificial intelligence (AI) development, emphasizing its importance for building sustainable and equitable societies. The research aims to examine how gender perspectives influence the design, implementation, and governance of AI systems and to identify strategies that mitigate algorithmic bias. A bibliometric analysis of 1030 scientific publications indexed in the Web of Science (WoS) database from 2013 to mid-2024 was conducted using the VOSviewer tool. The analysis explored publication trends, most-cited studies, leading authors, influential countries, and collaboration networks. The results reveal a steady increase in research on Gender-AI since 2013, with the USA and the University of Oxford leading in output and citations. Commonly occurring keywords such as "gender diversity," "bias," and "sustainable development" highlight a growing recognition of the ethical dimensions of AI. This study contributes by providing a comprehensive mapping of Gender-AI research and offering insights for policymakers, researchers, and practitioners aiming to design inclusive AI systems. The findings offer valuable guidance and references for future research for policymakers, AI researchers, and practitioners who aim to develop AI that promotes equity, inclusion, and sustainability. Limitations include the exclusive reliance on WoS-indexed, English-language publications, which may omit relevant work from other databases and regions. Future research should expand to non-English sources and examine practical case studies of gender-sensitive AI policy implementation.
dc.identifier.doi10.1007/s12147-026-09417-8
dc.identifier.issn1098-092X
dc.identifier.issn1936-4717
dc.identifier.issue2
dc.identifier.scopus2-s2.0-105036125936
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1007/s12147-026-09417-8
dc.identifier.urihttps://hdl.handle.net/11501/2690
dc.identifier.volume43
dc.identifier.wosWOS:001737174600002
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorKilitci Calayır, Arzu
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofGender Issues
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectGender Equality
dc.subjectAI
dc.subjectBias
dc.subjectSustainability
dc.subjectEthics
dc.subjectBibliometric Analysis
dc.titleThe role of gender equality in ethical AI development for sustainable societies
dc.typeArticle

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