The DOI matches its Crossref record; the references it cites are not checked yet.
Competition and Innovation: The Inverted-U Relationship Revisited
Abstract
I reexamine the inverted-U relationship between competition and innovation (modeled and tested by Aghion et al. (2005)) by using data from publicly traded manufacturing firms in the United States. I control for the possible endogeneity of competition by using a trade-weighted average of industry exchange rates as an instrument. I find a mildly negative relationship between competition (as measured by the inverse of markups) and innovation (as measured by citation-weighted patents). The negative relationship is robust to many alternative assumptions and specifications. To reconcile the mildly negative relationship in the U.S. data with the inverted-U relationship that Aghion et al. (2005) find in the U.K. data, I modify their theoretical model and show that the modified model can explain both negative and inverted-U relationships. The key theoretical assumption is that the U.K. manufacturing industries are technologically more neck-and-neck than their counterparts in the United States. I find support for this assumption in the data. The different empirical results between the two countries may also arise because of differences in data and samples.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“We further ruled out the influence from other factors, including program commitment in cap reduction, industrial competition37,38 (measured by Herfindahl-Hirschman Index), firms’ previous patenting experience39, and ownership. Mass-based allocation was the only one that ensured an induced innovation effect from the ETS.”
From Low-carbon innovation induced by emissions trading in China (2019) · cites this paper as [38]
Citations
The citation lists are queued
They are fetched later and appear here then.
References 26 · Cited by 326
Research works printed but not linked: 16
- Aghion Philippe, 2009, NBER working paper, 14769
- Aghion Philippe, 2002, NBER working paper, 9269
- 10.1162/0033553053970214 · DOI · Paper page
- 10.1086/423153 · DOI
- Bloom Nicholas, 2011, NBER working paper, 16717
- 10.1111/1467-937X.00097 · DOI
- Carlin Wendy, 2004, B.E. Journal of Economic Analysis and Policy: Contributions, 3, 1
- 10.1257/jep.24.2.145 · DOI
- 10.1086/664615 · DOI
- 10.1257/mac.2.2.194 · DOI
- Holmes Thomas J, 2010, Federal Reserve Bank of Minneapolis Research department staff report, 439
- 10.1016/S0304-3932(03)00005-9 · DOI
- 10.1086/262040 · DOI
- Okada Yosuke, 2005, NBER working paper, 11540
- Scherer Frederic Michael, 1967, American Economic Review, 57, 524
- 10.1086/429279 · DOI
Metadata
- Authors
- Hashmi, A. R.
- Affiliations
- National University of Singapore (SG)
- Corresponding author
- Hashmi, Aamir Rafique
- Venue
- The Review of Economics and Statistics
- Publisher
- MIT Press - Journals
- Published
- 2013-12-01
- Volume
- 95
- Issue
- 5
- Pages
- 1653-1668
- ISSN
- 0034-6535 (ISSN-L)
- 1530-9142
- OpenAlex
- W3121880742
- Cited by
- 326
- References
- 26
- Citations by year
- 2026: 22 · 2025: 36 · 2024: 31 · 2023: 33 · 2022: 40 · 2021: 37 · 2020: 29 · 2019: 25 · 2018: 14 · 2017: 8 · 2016: 14 · 2015: 9 · 2014: 12 · 2013: 5
- FWCI
- 31.30
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Review of Economics and Statistics (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- National University of Singapore (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Firm Innovation and Growth
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Merger and Competition Analysis
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Global trade and economics
- Keywords
- competition and innovation, inverted U-shaped relationship, markups, manufacturing companies, technology competition, cross-national comparison
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Competition and Innovation: The Inverted-U Relationship Revisited. https://app.cochat.ai/papers/10.1162/rest_a_00364
- The paper
- Hashmi, A. R. (2013). Competition and Innovation: The Inverted-U Relationship Revisited. The Review of Economics and Statistics. https://doi.org/10.1162/rest_a_00364