Why Are Some Regions More Innovative Than Others? The Role of Firm Size Diversity

Working Paper: NBER ID: w17793

Authors: Ajay K Agrawal; Iain M Cockburn; Alberto Galasso; Alexander Oettl

Abstract: Large labs may spawn spin-outs caused by innovations deemed unrelated to the firm's overall business. Small labs generate demand for specialized services that lower entry costs for others. We develop a theoretical framework to study the interplay of these two localized externalities and their impact on regional innovation. We examine MSA-level patent data during the period 1975-2000 and find that innovation output is higher where large and small labs coexist. The finding is robust to across-region as well as within-region analysis, IV analysis, and the effect is stronger in certain subsamples consistent with our explanation but not the plausible alternatives.

Keywords: innovation; firm size diversity; regional development; R&D structure

JEL Codes: O31; R11


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
spinout formation (C69)innovation output (O36)
firm size diversity (L25)innovation output (O36)
firm size diversity (L25)citation-weighted patent counts (O34)
diverse regions (R12)citation-weighted patent counts (O34)
firm size diversity (L25)spinout formation (C69)

Back to index