Template-Type: ReDIF-Paper 1.0 Series: Tinbergen Institute Discussion Papers Creation-Date: 2021-05-03 Revision-Date: 2021-10-19 Number: 21-036/III Author-Name: Daan Opschoor Author-Workplace-Name: Erasmus University Rotterdam Author-Name: Dick van Dijk Author-Workplace-Name: Erasmus University Rotterdam Author-Name: Philip Hans Franses Author-Workplace-Name: Erasmus University Rotterdam Title: Heterogeneity in Manufacturing Growth Risk Abstract: We analyze differences in output growth risk with respect to financial conditions across U.S. manufacturing industries. Using a multi-level quantile regression approach,we find strong heterogeneity in growth risk, particularly between the more vulnerable durable goods sector and the more resilient nondurable goods sector. Moreover, we show that industry characteristics signifcantly explain these differences.Large, or material intensive durable goods producing, or energy intensive nondurable goods producing industries are more vulnerable to adverse financial conditions, while industries engaging in labor hoarding, or with a high capital or overhead labor intensity are less susceptible. Classification-JEL: C21, E32, E44. L16, L60 Keywords: Downside risk, business cycle, quantile regression, manufacturing, financial conditions File-URL: https://papers.tinbergen.nl/21036.pdf File-Format: application/pdf File-Size: 11.980.254 bytes Handle: RePEc:tin:wpaper:20210036