Good governance drives human-centric smart cities toward resilience and equity

Contemporary literature on smart cities suggests a paradigm shift, moving away from technology-centered smart cities toward more human-centric ones. This paper examines the relationship between governance, digital participation, and smart city performance, with a focus on human-centric urban development. Drawing on data from the International Institute for Management Development (IMD) Smart City Index (2025), the Oxford Economics Global Cities Index, and Transparency International’s Corruption Perceptions Index (CPI), the analysis employs Analysis of Variance (ANOVA), Principal Component Analysis (PCA), and multiple regression to identify latent patterns in governance and performance across 146 cities. PCA reveals two components—digital co-production and urban conditions/trust—which together explain 61.7% of the variance in smart city rankings. Regression results indicate that governance-related perceptions are more strongly associated with performance than digital service availability, while group membership (e.g., OECD affiliation) exerts the largest structural influence. These findings are correlational and reflect the institutional maturity of high-income cities. The inquiry integrates stakeholder theory, co-production, and social capital frameworks to interpret how participatory governance processes shape perceived outcomes. While the sample is skewed toward OECD and Gulf Cooperation Council (GCC) cities, the paper offers a conceptual foundation for future research in Global South contexts. Policy implications are framed as hypotheses: cities that invest in participatory governance, integrity mechanisms, and inclusive digital platforms may be better positioned to achieve resilient, citizen-centered outcomes. Further longitudinal and mixed-methods research is needed to validate these associations and adapt frameworks to diverse urban geographies.