Intra-industry firm heterogeneity, sub-optimal adaptation and exit hazard: a fitness landscape approach to firm survival and learning
Trushin, Eshref ORCID: 0000-0001-9058-4262 and Ugur, Mehmet ORCID: 0000-0003-3891-3641 (2020) Intra-industry firm heterogeneity, sub-optimal adaptation and exit hazard: a fitness landscape approach to firm survival and learning. Economics of Innovation and New Technology, 30 (5). pp. 494-515. ISSN 1043-8599 (Print), 1476-8364 (Online) (doi:https://doi.org/10.1080/10438599.2020.1766655)
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Abstract
We draw on insights from the fitness landscape literature and from models of firm dynamics with learning to hypothesise that: (i) firms in industries with higher company age or size heterogeneity have higher exit hazard after controlling for age, size, and a variety of other predictors of firm survival; and (ii) higher levels of R&D investment mitigate the hazard-increasing effects of industry firm heterogeneity after controlling for the direct effects of R&D intensities at industry and firm level. We test for these novel sources of selection with evidence from a panel dataset of 35,136 R&D-active UK firms from 1998 to 2012 and a range of discrete-time hazard estimators. The findings, which remain robust to multiple sensitivity checks, offer two novel contributions to the literature: (i) firm heterogeneity is not just a passive precondition for subsequent selection process in industry evolution; this heterogeneity enhances selection as more firms might be stranded in suboptimal positions; (ii) firms in more heterogenous industries can mitigate the hazard-increasing effects through R&D investment that facilitates adaptation and search for better fitness locations.
Item Type: | Article |
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Uncontrolled Keywords: | Company survival, rugged fitness landscape, firm heterogeneity, R&D, NK model |
Subjects: | H Social Sciences > HB Economic Theory |
Faculty / School / Research Centre / Research Group: | Faculty of Business Faculty of Business > Department of Human Resources & Organisational Behaviour Faculty of Business > Institute of Political Economy, Governance, Finance and Accountability (IPEGFA) Faculty of Business > Institute of Political Economy, Governance, Finance and Accountability (IPEGFA) > Greenwich Political Economy Research Centre (GPERC) |
Last Modified: | 25 Nov 2021 01:38 |
URI: | http://gala.gre.ac.uk/id/eprint/30335 |
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