RT Journal Article T1 Socio-spatial modelling of social services for older adults in Portugal: implications for social work practice in an aging world A1 Ávarez Pérez, Pablo A1 Relinque Medina, Fernando A1 Pena, Maria Joao K1 Socio-spatial modeling K1 Geospatial analysis K1 Social services K1 Predictive modeling K1 Older adults K1 Portugal AB Urbanization and an aging population challenges social service accessibility for older adults in Portugal. This study used socio-spatial modeling, integrating data from the Portuguese Social Charter and National Institute of Statistics, to evaluate service allocation and the mismatch with older adults’ needs. Geospatial and Multiple Linear Regression Models showed high demand and service saturation in urban centers like Lisbon, Porto, and Faro. Conversely, significant service gaps were identified in rural and inland regions. Lower utilization in economically weaker areas suggests a strong need for financial support. Findings suggest targeted regional planning for equitable resource allocation and better service provision. PB Taylor and Francis YR 2025 FD 2025-11-21 LK https://hdl.handle.net/10433/25512 UL https://hdl.handle.net/10433/25512 LA en NO Journal of Gerontological Social Work, 0(0), p. 1-28 NO Universidad Pablo de Olavide. Departamento de Trabajo Social y Servicios Sociales DS RIO RD Apr 27, 2026