“…Our paper contributes to the literature on the economic effects of the COVID-19 crisis. Previous studies find that the pandemic strongly affected labor markets ( Bartik, Bertrand, Lin, Rothstein, Unrath, 2020 , Cajner, Crane, Decker, Hamins-Puertolas, Kurz, 2020 , Coibion, Gorodnichenko, Weber, 2020 , Forsythe, Kahn, Lange, Wiczer, 2020 ), household expectations ( Binder, 2020 , Coibion, Gorodnichenko, Weber, 2020 , Hanspal, Weber, Wohlfart, 2020 ), economic uncertainty ( Baker et al., 2020a ), bank lending ( Beck, Keil, 2022 , Chodorow-Reich, Darmouni, Luck, Plosser, 2022 ), mortgage lending ( Fuster et al., 2021 ), and overall economic activity ( Lewis, Mertens, Stock, 2020 , Ludvigson, Ma, Ng, 2020 ). We add to the literature on the effects of the COVID-19 shock on consumer spending and borrowing behavior.…”