Work in Progress and Recent Working Papers
- "Measuring data-driven innovation in firms: A Multi-Source Approach Using Large Language Models"
with Diletta Abbonato, Gianluca Biggi, Carlo Bottai, Lisa Crosato, Roberto Fontana, Marco Guerzoni, Caterina Liberati, Arianna Martinelli, Noman Mustafa, Massimiliano Nuccio, Prince Oguguo and Stefania Scrofani
Working paper version available HERE
- "Data-Driven Innovation and the Survival and Growth Trajectories of Firms: Large-Scale Evidence from Italian SME Websites"
with Diletta Abbonato, Marco Guerzoni and Massimiliano Nuccio
- "Data-driven innovation and its effects on firm productivity: evidence from USPTO matched patent-firm data"
with Diletta Abbonato, Gianluca Biggi, Marco Guerzoni, Noman Mustafa and Stefania Scrofani
- "Maximum likelihood tail estimation, goodness of fit and the size distribution of US-COMPUSTAT firms"
with Giulio Bottazzi
Articles in Refereed Journals and Collections
- "Productivity, Profitability and Firm Growth: Dissecting the Empirics of Market Selection"
in Handbook of Research Methods and
Applications in Industrial Dynamics and Evolutionary Economics (Eds: Cantner U., Guerzoni M. and S.Vannuccini), Edward Elgar, forthcoming October 2026
- "Training and productivity in micro-firms", with Marco Rispoli
Research Policy, forthcoming 2026
Available online HERE
- "There are different shades of green: Heterogeneous environmental innovations and their effects on firm performance", with Gianluca Biggi and Andrea Mina
Economics of Innovation and New Technology, forthcoming 2026
Available online HERE
- "Firm-level bargaining and within-firm wage inequality: Evidence across Europe", with Valeria Cirillo and Matteo Sostero
International Labour Review, 164(2), 2025
Available online HERE
- "Pre-entry knowledge base complexity and post-entry growth: evidence from Italian firms", with Marco Guerzoni and Massimiliano Nuccio
Industrial and Corporate Change, 33(1), 126-151, 2024
Available online HERE
- "Persistence in firm growth: inference from conditional quantile transition matrices", with Giulio Bottazzi and Taewon Kang
Small Business Economics, 61, 745-770, 2023
Open access available HERE
- "Productivity dynamics in Italy: learning and selection", with Stefano De Santis and Jelena Reljic
Rivista di Statistica Ufficiale/Review of Official Statistics, 1 (April), 9-31, 2022
Open access available HERE
- "The impact of including standards-related documentation in patent prior art: evidence from an EPO policy change", with Rudi Bekkers and Arianna Martinelli
Research Policy, 49(7), 2020
Open access available HERE
- "Long-term firm growth: an empirical analysis of US manufacturing 1959-2015", with Giovanni Dosi, Marco Grazzi, Daniele Moschella and Gary Pisano
Industrial and Corporate Change, 29(2), 309-332, 2020
Available online HERE
- "Persistence of innovation and patterns of firm growth", with Dario Guarascio
Research Policy, 48(6), 1493-1512, 2019 [PDF]
- "Persistent high-growth firms in China's manufacturing", with Daniele Moschella and Xiaodan Yu
Small Business Economics, 52(3), 573-594, 2019 [PDF]
- "Innovation Complementarities and Firm Growth", with Stefano Bianchini and Gabriele Pellegrino
Industrial and Corporate Change, 27(4), 657-676, 2018 [PDF]
- "Innovation and within-firm wage inequalities: empirical evidence from major European countries", with Valeria Cirillo and Matteo Sostero
Industry and Innovation, 24(5), 468-491, 2017
- "What does (not) characterize persistent corporate high-growth?", with Stefano Bianchini and Giulio Bottazzi
Small Business Economics, 48(3), 633-656, 2017
- "Export price adjustments under financial constraints", with Angelo Secchi and Chiara Tomasi
Canadian Journal of Economics, 49(3), 1057-1085, 2016
- "Financial constraints and firm exports: accounting for heterogeneity, self-selection and endogeneity", with Angelo Secchi and Chiara Tomasi
Industrial and Corporate Change, 25(5), 813-827, 2016.
- "Productivity, market selection and corporate growth across US and Europe", with Giovanni Dosi, Daniele Moschella and Emanuele Pugliese
Small Business Economics, 45(3), 643-672, 2015.
- "Zipf Law and the Firm Size Distribution: a critical discussion of popular estimators", with Giulio Bottazzi and Davide Pirino
Journal of Evolutionary Economics, 25(3), 585-610, 2015.
- "The micro patterns of export diversification under financial constraints", with Angelo Secchi and Chiara Tomasi
Industrial and Corporate Change, 23(6), 1595-1622, 2014.
- "Financial Constraints and Firm Dynamics", with Giulio Bottazzi and Angelo Secchi
Small Business Economics, 42(1), 99-116, 2014.
- "Growth Processes of Italian Manufacturing Firms", with Alex Coad and Rekha Rao
Structural Change and Economic Dynamics, 22(1), 54-70, 2011.
- "Big and Fragile: When Size does not Shield from Default", with Giulio Bottazzi
Applied Economics Letters, 18(14), 1401-1404, 2011.
- "Financial and Economic Determinants of Firm Default", with Giulio Bottazzi, Marco Grazzi and Angelo Secchi
Journal of Evolutionary Economics, 21(3), 373-406, 2011.
- "Corporate performances and market selection. Some comparative evidence", with Giulio Bottazzi, Giovanni Dosi, Nadia Jacoby and Angelo Secchi
Industrial and Corporate Change, 19(6), 1953-1996, 2010.
- "Productivity, Profitability and Financial Performance", with Giulio Bottazzi and Angelo Secchi
Industrial and Corporate Change, 17(4), 711-751, 2008.
- "The evolution of world export sophistication and the Italian trade anomaly", with Michele Di Maio
Rivista di Politica Economica, 98(1), 135-174, 2008.
[PDF]
- "L'anomalia del modello di specializzazione italiano e l'evoluzione del commercio internazionale: una analisi quantitativa", with Michele Di Maio
QA-Rivista Associazione Rossi-Doria, n. 3/4, 79-103, 2008.
- "Un'analisi empirica delle relazioni tra crescita d'impresa, produttivita' e profittabilita' ", with Angelo Secchi
in L. Rondi and F. Silva (eds.), "Produttivita' e cambiamento nel sistema produttivo italiano. Indagini Quantitative" , Il Mulino, Bologna, 2009.
work
work
Old or now published Working Papers
- Export activities under financial constraints: margins, switching dynamics and prices
with Angelo Secchi and Chiara Tomasi
LEM Working Paper Series, n. 2011/24
[PDF]
- Financial Constraints and Firm Dynamics
with Giulio Bottazzi and Angelo Secchi
DSE-University of Pisa Discussion Papers, n. 2010/99
[PDF]
- Is Bigger Always Better? The effect of Size on Default
with Giulio Bottazzi
LEM Working Paper Series, n. 2010/07
[PDF]
- Corporate performances and market selection. Some comparative evidence
with Giulio Bottazzi, Giovanni Dosi, Nadia Jacoby and Angelo Secchi
LEM Working Paper Series, n. 2009/13
[PDF]
- Financial and Economic Determinants of Firm Default
with Giulio Bottazzi, Marco Grazzi and Angelo Secchi
LEM Working Paper Series, n. 2009/06
[PDF]
- Growth Processess of Italian Manufacturing Firms
with Alex Coad and Rekha Rao
First Version: Jena Economic Research Papers, n. 2008-039
[PDF]
Last Version: LEM Working Paper Series, n. 2008/20
[PDF]
- Assessing the Impact of Credit Ratings and Economic Performance on Firm Default
with Giulio Bottazzi, Marco Grazzi and Angelo Secchi
LEM Working Paper Series, n. 2007/15
[PDF]
- Financial Fragility and Growth Dynamics of Italian Business Firms
with Giulio Bottazzi and Angelo Secchi
LEM Working Paper Series, n. 2006/07
[PDF]
- Productivity, Profitability and Financial Fragility: Empirical Evidence from Italian Business Firms
with Giulio Bottazzi and Angelo Secchi
LEM Working Paper Series, n. 2006/08
[PDF]
- The Evolution of World Trade and the Italian 'Anomaly': A New Look
with Michele Di Maio
CENTRO STUDI LUCA D'AGLIANO, Development Studies Working Papers
[PDF]