Narvasa, D.Q. 2026. Forecasting Unemployment Rates in the Ilocos Region, Philippines, Using Time Series Analysis . International Journal of Multidisciplinary: Applied Business and Education Research. 7, 1 (Jan. 2026), 455–487. DOI:https://doi.org/10.11594/.