Beniamino Pisicoli , Francesco Marchionne , Gabriele Beccari
{"title":"Minibonds and investment: Do they promote intangible assets?","authors":"Beniamino Pisicoli , Francesco Marchionne , Gabriele Beccari","doi":"10.1016/j.jpolmod.2025.09.006","DOIUrl":null,"url":null,"abstract":"<div><div>This paper examines whether the 2012 introduction of minibonds, a new market-based financial instrument specifically designed for small and medium enterprises, has promoted intangible investments in Italy. We address selection bias by applying a propensity score matching (PSM) and test our hypotheses using a panel Difference-in-Differences (DID) approach. Our results show that minibond-issuing firms invest in intangibles, a component difficult to finance via bank credit, more than other firms and more than they invest in tangibles. We also find that (i) this effect is persistent over time, (ii) minibond-issuing firms attract additional resources from other intermediaries after issuing minibonds, and (iii) alternative financing, such as minibonds, can reduce financial constraints. Results are corroborated by a large number of robustness exercises, including changes in matching criteria, in the matching algorithms, or when resorting to different estimators.</div></div>","PeriodicalId":48015,"journal":{"name":"Journal of Policy Modeling","volume":"47 6","pages":"Pages 1222-1245"},"PeriodicalIF":2.8000,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Policy Modeling","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0161893825001139","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/9/19 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
This paper examines whether the 2012 introduction of minibonds, a new market-based financial instrument specifically designed for small and medium enterprises, has promoted intangible investments in Italy. We address selection bias by applying a propensity score matching (PSM) and test our hypotheses using a panel Difference-in-Differences (DID) approach. Our results show that minibond-issuing firms invest in intangibles, a component difficult to finance via bank credit, more than other firms and more than they invest in tangibles. We also find that (i) this effect is persistent over time, (ii) minibond-issuing firms attract additional resources from other intermediaries after issuing minibonds, and (iii) alternative financing, such as minibonds, can reduce financial constraints. Results are corroborated by a large number of robustness exercises, including changes in matching criteria, in the matching algorithms, or when resorting to different estimators.
期刊介绍:
The Journal of Policy Modeling is published by Elsevier for the Society for Policy Modeling to provide a forum for analysis and debate concerning international policy issues. The journal addresses questions of critical import to the world community as a whole, and it focuses upon the economic, social, and political interdependencies between national and regional systems. This implies concern with international policies for the promotion of a better life for all human beings and, therefore, concentrates on improved methodological underpinnings for dealing with these problems.