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Certification, Not Transformation: The Performance Signature of Italy's Innovative-Firm Status and Its Regional Contingency

Author

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  • Leogrande, Angelo
  • di Molfetta, Mauro
  • Nortarnicola, Valeria
  • Trotta, Maria Giovanna
  • Magaletti, Nicola

Abstract

Italy's special legal status for "innovative" small and medium-sized enterprises (SMEs) grants fiscal, financial and administrative benefits intended to strengthen competitiveness, yet whether the status marks a distinctive profile of realised firm performance remains empirically underexplored. Using ten years of balance-sheet data assembled within the LUCE (LUtech Campus Ecosystem) research project on 4,043 firms (2,873 innovative and 1,170 ordinary), we compare the two populations across six performance dimensions—performance persistence, revenue growth, labour productivity, operating profitability, earnings volatility and financial stability. Because the populations differ systematically in size, sector and location, we use propensity-score matching (1,031 balanced pairs) and interpret the resulting differential as a conditional innovative-status premium rather than as a causal effect. Innovative SMEs display a large and robust revenue-growth premium—a median growth rate roughly three-and-a-half times that of matched ordinary peers (+17.3 percentage points per year; rank-biserial 0.53)—coexisting with a fragility penalty of higher earnings volatility and lower financial stability; operating profitability is higher but does not survive our robustness battery, and labour productivity is marginally lower. A within-firm event study around the registration date shows that the growth advantage largely predates registration, indicating that the status certifies and renders visible already-dynamic firms rather than causally upgrading them. The premium is strongly and significantly heterogeneous across space—broadest in the South, where local institutions are weakest—consistent with an institutional-substitution boundary condition that a formal region-by-status interaction confirms. The results are robust to nine alternative estimators, multiple-testing correction and hidden-bias diagnostics. We read the innovative-firm register as an informative screening and monitoring device rather than as a policy whose causal returns we measure.

Suggested Citation

  • Leogrande, Angelo & di Molfetta, Mauro & Nortarnicola, Valeria & Trotta, Maria Giovanna & Magaletti, Nicola, 2026. "Certification, Not Transformation: The Performance Signature of Italy's Innovative-Firm Status and Its Regional Contingency," SocArXiv h5d7r_v1, Center for Open Science.
    • Handle: RePEc:osf:socarx:h5d7r_v1
    DOI: 10.31235/osf.io/h5d7r_v1
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    References listed on IDEAS

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    1. Moro, Andrea & Maresch, Daniela & Fink, Matthias & Ferrando, Annalisa & Piga, Claudio, 2020. "Spillover effects of government initiatives fostering entrepreneurship on the access to bank credit for entrepreneurial firms in Europe," Journal of Corporate Finance, Elsevier, vol. 62(C).
    2. Istipliler, Baris & Bort, Suleika & Woywode, Michael, 2023. "Flowers of adversity: Institutional constraints and innovative SMEs in transition economies," Journal of Business Research, Elsevier, vol. 154(C).
    3. Luca Grilli & Boris Mrkajic & Emanuele Giraudo, 2023. "Industrial policy, innovative entrepreneurship, and the human capital of founders," Small Business Economics, Springer, vol. 60(2), pages 707-728, February.
    4. Mueller,Dennis C., 2009. "Profits in the Long Run," Cambridge Books, Cambridge University Press, number 9780521101592.
    5. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    6. Ali, Nadia & Cali, Massimiliano & Rijkers, Bob, 2025. "Promoting Innovative Startups: Quasi-Experimental Evidence from Tunisia," Journal of Development Economics, Elsevier, vol. 177(C).
    7. Arvid O. I. Hoffmann & Stefanie Kleimeier, 2021. "Financial disclosure readability and innovative firms' cost of debt," International Review of Finance, International Review of Finance Ltd., vol. 21(2), pages 699-713, June.
    8. Giraudo, Emanuele & Giudici, Giancarlo & Grilli, Luca, 2019. "Entrepreneurship policy and the financing of young innovative companies: Evidence from the Italian Startup Act," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    9. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    10. Gustaf Bellstam & Sanjai Bhagat & J. Anthony Cookson, 2021. "A Text-Based Analysis of Corporate Innovation," Management Science, INFORMS, vol. 67(7), pages 4004-4031, July.
    11. Luisa Anderloni & Murad Harasheh, 2025. "Innovative startups and their traditional peers: Further evidence using performance and survival analysis," Review of Financial Economics, John Wiley & Sons, vol. 43(3), pages 317-335, July.
    12. De Pascale, Gianluigi & Pronti, Andrea & Zoboli, Roberto, 2024. "The role of local institutional quality for the digital and environmental transitions in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 689-705.
    13. Angelo Cavallo & Antonio Ghezzi & Cristina Rossi-Lamastra, 2021. "Small-medium enterprises and innovative startups in entrepreneurial ecosystems: exploring an under-remarked relation," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1843-1866, December.
    14. Boubakri, Narjess & Chkir, Imed & Saadi, Samir & Zhu, Hui, 2021. "Does national culture affect corporate innovation? International evidence," Journal of Corporate Finance, Elsevier, vol. 66(C).
    15. Arnab Bhattacharjee & Ornella Maietta & Fernanda Mazzotta, 2023. "Spatial agglomeration, innovation and firm survival for Italian manufacturing firms," Spatial Economic Analysis, Taylor & Francis Journals, vol. 18(3), pages 318-345, July.
    16. Annamaria Nifo & Gaetano Vecchione, 2014. "Do Institutions Play a Role in Skilled Migration? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1628-1649, October.
    17. Hanhyung Pyo & Minsoo Park, 2020. "Who Benefits From the Governmental Support Policy for Innovative Firms and for How Long? Evidence From the Korean Venture Certification Program," International Economic Journal, Taylor & Francis Journals, vol. 34(4), pages 664-681, October.
    18. Danh Vinh Le & Huong Thi Thu Le & Thanh Tien Pham & Lai Van Vo, 2023. "Innovation and SMEs performance: evidence from Vietnam," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 31(92), pages 90-108, February.
    19. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    20. Sven-Olov Daunfeldt & Daniel Halvarsson, 2015. "Are high-growth firms one-hit wonders? Evidence from Sweden," Small Business Economics, Springer, vol. 44(2), pages 361-383, February.
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