Franceschini, Fabio
(2025)
The Innovation Long-Run Risk Component.
Bologna:
Dipartimento di Scienze economiche,
p. 64.
DOI
10.6092/unibo/amsacta/8613.
In: Quaderni - Working Paper DSE
(1215).
ISSN 2282-6483.
Full text disponibile come:
Abstract
This paper provides robust empirical evidence that shocks to aggregate Research and Development (R&D) have persistent effects on macroeconomic dynamics and represent a significant risk for investors, as predicted by the ‘long-run risk’ literature. The analysis focuses on a single variable, ‘effective R&D’, which captures the entire contribution of R&D to productivity growth, flexibly accounting for knowledge spillovers and product proliferation effects. Deviations of effective R&D from its equilibrium level can be empirically identified leveraging the error correction term in the cointegration relationship among R&D, total factor productivity, and the labor force. In US data, structural effective R&D shocks affect productivity and consumption growth rates beyond business cycle horizons and are associated with a significant risk premium in a cross section of stock and bond portfolios (around 2% annually), with cash-flow sensitivities proving a key determinant.
Abstract
This paper provides robust empirical evidence that shocks to aggregate Research and Development (R&D) have persistent effects on macroeconomic dynamics and represent a significant risk for investors, as predicted by the ‘long-run risk’ literature. The analysis focuses on a single variable, ‘effective R&D’, which captures the entire contribution of R&D to productivity growth, flexibly accounting for knowledge spillovers and product proliferation effects. Deviations of effective R&D from its equilibrium level can be empirically identified leveraging the error correction term in the cointegration relationship among R&D, total factor productivity, and the labor force. In US data, structural effective R&D shocks affect productivity and consumption growth rates beyond business cycle horizons and are associated with a significant risk premium in a cross section of stock and bond portfolios (around 2% annually), with cash-flow sensitivities proving a key determinant.
Tipologia del documento
Monografia
(Working paper)
Autori
Parole chiave
R&D, Long-run risk, Asset Pricing, Cointegration
Settori scientifico-disciplinari
ISSN
2282-6483
DOI
Data di deposito
06 Nov 2025 10:16
Ultima modifica
06 Nov 2025 10:16
Nome del Progetto
Programma di finanziamento
European Union - PNRR NextGenerationEU
URI
Altri metadati
Tipologia del documento
Monografia
(Working paper)
Autori
Parole chiave
R&D, Long-run risk, Asset Pricing, Cointegration
Settori scientifico-disciplinari
ISSN
2282-6483
DOI
Data di deposito
06 Nov 2025 10:16
Ultima modifica
06 Nov 2025 10:16
Nome del Progetto
Programma di finanziamento
European Union - PNRR NextGenerationEU
URI
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