“…This is especially true for Latin American urban economies where time series data are not available for many indicator variables such as housing prices (Christiansen, Eriksen, and Moller, 2019;Gianetti, 2021), digital activity (Mossberger et al, 2023), consumer confidence (Biolsi and Du, 2020), gross metropolitan product (Koop et al, 2020), or retail sales fluctuations (Downs and Fullerton, 2017). Historically, two or more quarters of declining employment has been utilized as the criterion for identifying metropolitan downturns (Fullerton and Sáenz-Rojo, 2018). That pattern did not occur during the Covid-19 recession and substantial regional heterogeneity has been documented for that contraction (Connaughton, Cebula, and Amato, 2023).…”