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- W289363993 abstract "This paper advocates for incorporating timely measures of firms' current situation and future expectations when disentangling real effects of credit supply from demand-side factors. Identification of supply-side effects in firm-level analyses often relies on balance sheet variables to control for firm heterogeneity. While balance sheets mirror past business, bias from contemporaneous and forward-looking firm-side factors may persist. Using German firm-level survey data from 2003 to 2011, we show that controlling for firms' current situation and future expectations reduces upward bias in estimated credit supply-side effects on firm-level production. This is particularly important when market data is unavailable for firms." @default.
- W289363993 created "2016-06-24" @default.
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- W289363993 date "2014-01-01" @default.
- W289363993 modified "2023-09-27" @default.
- W289363993 title "Are Real Effects of Credit Supply Overestimated? Bias from Firms' Current Situation and Future Expectations" @default.
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