“…At the micro level, Minton and Schrand (1999), using Compustat data and measuring uncertainty as cash flow volatility, also find evidence of a negative relationship between uncertainty and R&D expenditure. Measuring uncertainty as firm revenue volatility, Czarnitzki andToole (2007, 2011) and Di Cintio and Grassi (2017) come to similar conclusions, using German and Italian firm-level data respectively. 4 On the other hand, to the best of our knowledge, few studies have examined the relationship between exchange rate changes and R&D investment at the firm level, although there are a limited number of firm-level empirical studies on the relationship between exchange rate changes and firms' exports, production, employment, and productivity.…”