Persistence of R&D intensities in the world's top investors in R&D

There is extensive empirical evidence of within-sector heterogeneity in terms of firms' R&D intensity (share of expenditures on sales) which, moreover, does not converge to a common level over time. In this paper, we study the anatomy of R&D intensity persistence over time by disentangling the effect of actual state dependence from that of time-constant firm-specific unobserved heterogeneity. Using a panel of the world's top R&D investors in Pharmaceuticals & Biotechnology, Software & Computer Services, Technology Hardware & Equipment, and Electronic & Electrical Equipment, we show that companies benchmark their R&D efforts to their own specific target of R&D intensity, rather than to a sectoral mean. In the most R&D-intensive sectors, stably high levels of R&D intensity are driven by younger and low-profitability companies that tend to invest, for several years, higher shares of their sales in R&D with a view to catching up with the older incumbents of the same sector.

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Publication Details

Journal
Economics of Innovation and New Technology
Published
2025-12-20
DOI
https://doi.org/10.1080/10438599.2025.2595205
Primary Topic
Firm Innovation and Growth
Type
article
Field-Weighted Citation Impact
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article

Persistence of R&D intensities in the world's top investors in R&D

Alessandro Sterlacchini, Claudia Pigini, Francesco Valentini
Economics of Innovation and New Technology
Firm Innovation and Growth
article

Persistence of R&D intensities in the world's top investors in R&D

Alessandro Sterlacchini, Claudia Pigini, Francesco Valentini
article en

Abstract

There is extensive empirical evidence of within-sector heterogeneity in terms of firms' R&D intensity (share of expenditures on sales) which, moreover, does not converge to a common level over time. In this paper, we study the anatomy of R&D intensity persistence over time by disentangling the effect of actual state dependence from that of time-constant firm-specific unobserved heterogeneity. Using a panel of the world's top R&D investors in Pharmaceuticals & Biotechnology, Software & Computer Services, Technology Hardware & Equipment, and Electronic & Electrical Equipment, we show that companies benchmark their R&D efforts to their own specific target of R&D intensity, rather than to a sectoral mean. In the most R&D-intensive sectors, stably high levels of R&D intensity are driven by younger and low-profitability companies that tend to invest, for several years, higher shares of their sales in R&D with a view to catching up with the older incumbents of the same sector.

Economics of Innovation and New Technology
University of Pisa (IT), Marche Polytechnic University (IT)
Openalex Percentile: Top 52%
Firm Innovation and Growth
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Persistence of R&D intensities in the world's top investors in R&D — Alessandro Sterlacchini, Claudia Pigini, et al. · Economics of Innovation and New Technology (2025) | TGRS Research Map | TGRS