2007
DOI: 10.1111/j.0307-3378.2007.00255.x
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R&D INVESTMENT, CREDIT RATIONING AND SAMPLE SELECTION

Abstract: We study whether R&D-intensive firms are liquidity-constrained, by also modeling their antecedent decision to apply for credit. This sample selection issue is relevant when studying a borrower-lender relationship, as the same factors can influence the decisions of both parties. We find firms with no or low R&D intensity to be less likely to request extra funds. When they do, we observe a higher probability of being denied credit. Such a relationship is not supported by evidence from the R&D-intensive firms. Th… Show more

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Cited by 70 publications
(30 citation statements)
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“…As an alternative, recent studies investigate rms' access to external funds more directly through the analysis of standardized credit ratings (Czarnitzki 2006, Czarnitzki andHottenrott 2009b) or credit requests (Piga and Atzeni 2007). The main concern using credit requests relates to a selectivity problem as those rms that are constrained most may not expect to get external funding may therefore not ask for it.…”
Section: Empirical Evidencementioning
confidence: 99%
“…As an alternative, recent studies investigate rms' access to external funds more directly through the analysis of standardized credit ratings (Czarnitzki 2006, Czarnitzki andHottenrott 2009b) or credit requests (Piga and Atzeni 2007). The main concern using credit requests relates to a selectivity problem as those rms that are constrained most may not expect to get external funding may therefore not ask for it.…”
Section: Empirical Evidencementioning
confidence: 99%
“…Indeed, credit rationing would impose an upper limit on the value of an indifference point; qualitatively it would not change our conclusions, however. Also, for a sample of Italian manufacturing firms, Piga and Atzeni [41] find that credit constraints are negligible for R&D intensive firms. And Bond et al [42] find no significant relationship between the level of R&D investments and cash flow for German and UK firms, while Harhoff [43] finds a weak but statistically significant relationship for both small and large German firms.…”
Section: Partial Collusionmentioning
confidence: 98%
“…During recent years, the access to new datasets on firms' financial sources facilitates applying direct methods to observe the presence of financial restrictions at the firm level (Czarnitzki, 2006;Czarnitzki and Hottenrott, 2009;Piga and Atzeni, 2007). In addition, the increased access to datasets from some countries with harmonized surveys on innovation activities at the firm level has facilitated the identification of potentially financially constrained firms (Canepa and Stoneman, 2002;Savignac, 2008).…”
Section: Empirical Evidencementioning
confidence: 99%