Alternative Financing and Investment in Intangibles: Evidence From Italian Firms

51 Pages Posted: 1 Jun 2022

See all articles by Gabriele Beccari

Gabriele Beccari

Scuola Normale Superiore; University of Rome Tor Vergata

Francesco Marchionne

Indiana University - Kelley School of Business - Department of Business Economics & Public Policy

Beniamino Pisicoli

Bank of England

Date Written: May 26, 2022

Abstract

This paper uses the Italian 2012 reform that introduced minibonds, a financial instrument specifically designed for SMEs, to check whether more accessible market-based finance promotes investment in intangibles. We apply a propensity score matching to address selection bias, run diff-in-diff estimates over 1,454 different samples to test our hypotheses, and use a meta-analysis to summarize the results. We find that minibond-issuing firms increase investments in intangible assets, a component difficult to finance via bank credit, more than other firms and investments in tangibles. Two mechanisms are at work: minibond issuances increase financial resources available to the firm (financial effect) and, above all, signal an improvement in business practices (reputational effect). These effects are more intense for smaller, more opaque, and bank-dependent firms. Our results are not affected by model dependence or endogeneity issues and are robust to different specifications.

Keywords: intangibles, corporate bonds, bank dependence, minibonds, market-based finance, SMEs, investment

JEL Classification: G10, G23, G32, 030

Suggested Citation

Beccari, Gabriele and Marchionne, Francesco and Pisicoli, Beniamino, Alternative Financing and Investment in Intangibles: Evidence From Italian Firms (May 26, 2022). Available at SSRN: https://ssrn.com/abstract=4120643 or http://dx.doi.org/10.2139/ssrn.4120643

Gabriele Beccari

Scuola Normale Superiore ( email )

Piazza dei Cavalieri, 7
Pisa, 56126
Italy

University of Rome Tor Vergata ( email )

Via di Tor Vergata
Rome, Lazio 00133
Italy

Francesco Marchionne

Indiana University - Kelley School of Business - Department of Business Economics & Public Policy ( email )

1309 East Tenth Street
Bloomington, IN 47405-1701
United States
01 812 855-3756 (Phone)

HOME PAGE: http://kelley.iu.edu/BEPP/Faculty/page14113.cfm?ID=47081

Beniamino Pisicoli (Contact Author)

Bank of England ( email )

Threadneedle Street
London, EC2R 8AH
United Kingdom

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