Stefano Miani’s research while affiliated with University of Udine and other places

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Publications (3)


Non-performing loans and the cost of deleveraging: The Italian experience
  • Article

November 2020

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130 Reads

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26 Citations

Journal of Accounting and Public Policy

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Cristiana Compagno

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Stefano Miani

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The massive stock of Non-Performing Loans (NPLs) in Europe has forced regulatory and supervisory authorities to promote debate on their management and timely disposal. Simultaneously, the transition to IFRS 9 created the need for higher provisioning and for weighting sale scenarios in the assessment of NPLs. This study, using a scenario analysis based on the Italian experience of the NPL resolution process, focuses on the cost of deleveraging by comparing the alternative strategies of direct sale and securitization. The study highlights the impact of the assumptions derived from the portfolio assessment and the additional cost arising from the uncertainties surrounding the appropriate recovery procedure. It demonstrates that securitization minimises this cost, while estimating the benefit derived from the support of State-backed guarantees. These findings provide useful insights for policy makers, suggesting the promotion of further measures that aim to reduce the transfer of value from banks to third parties.


Evaluating the performance of local SoEs as output‐maximizing entities: The case of Friuli Venezia Giulia

September 2020

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38 Reads

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4 Citations

Annals of Public and Cooperative Economics

Antonio Massarutto

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Andrea Garlatti

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Stefano Miani

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[...]

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Publicly owned private‐law organizations represent a sort of a hybrid between pure‐public and pure‐private management forms, and a rather successful one, at least if one considers the ongoing success that such organizations encounter in many European countries, especially at the local level. Economic theory has devoted scant attention to the reasons that may confer a competitive advantage to public enterprises, vis‐à‐vis both entirely privatized companies and traditional public bureaucracies. The paper develops a conceptual framework to systematically evaluate the performances of local SoEs in relation to their ability to achieve policy goals. By considering SoEs as output‐maximizing organizations rather than profit‐maximizing ones, the proposed approach entails an interactive dialogue between evaluators, policymakers and managers to deliver better evaluation outcomes. The methodology is applied to assess the performance of a sample of local SoEs owned by the Region Friuli Venezia Giulia in Italy in an effort to support policymakers in deciding whether to maintain its shareholding participations or divest them, that is, privatizing the public services involved.


Are NPL-backed securities an investment opportunity?

November 2019

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93 Reads

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10 Citations

The Quarterly Review of Economics and Finance

This paper focuses on the risk-return profile of the asset-backed securities deriving from the securitization of non-performing loans (NPLs). We test several hypotheses concerning the portfolio sell price, tranche note size and use of a public guarantee supporting the senior notes. We observe the return distribution of junior notes as a function of the portfolio recovery rate, assuming a lognormal distribution. Moreover, we focus on the probability of achieving selected target returns using a value-at-risk approach. Our results provide evidence that securitization is the most valuable deleveraging strategy from the perspective of both investors and banks.

Citations (3)


... This study is grounded in the Financial Intermediation Theory proposed by Allen and Santomero (1997), which highlights the role of banks as intermediaries in channelling funds between savers and borrowers while effectively managing credit risk. Traditional methods, such as credit scoring, financial statement analysis, and collateral evaluations, often fail to capture the nuanced financial behaviours of borrowers, potentially leading to inaccuracies in risk assessment and increased non-performing loans (Bhatore et al., 2020;Bolognesi et al., 2020;Leal, 2022). FinTech advancements offer a significant opportunity to address these limitations by leveraging technologies such as big data analytics, which analyze large datasets from diverse sources like social media and online transactions to provide a comprehensive view of borrowers' financial behaviour. ...

Reference:

Financial technology and credit risk management: the case of non-performing loans in Tanzanian banks
Non-performing loans and the cost of deleveraging: The Italian experience
  • Citing Article
  • November 2020

Journal of Accounting and Public Policy

... Apesar da importância da empresa controlada parcial ou totalmente pelo Estado, entre a maioria dos pesquisadores e formuladores de políticas no mundo ocidental, tornou-se convenção o fato de que as empresas estatais são menos eficientes do que as empresas privadas (Lazzarini, 2015). Todavia, pesquisas anteriores que analisaram o desempenho das empresas estatais em relação as empresas privadas, se concentraram principalmente na análise do desempenho destas empresas, utilizando como métrica de avaliação indicadores financeiros e econômicos, que não são adequados para as entidades estatais, tendo em vista que não levam em consideração as características intrínsecas da propriedade estatal e seus e múltiplos objetivos (econômicos e sociais) (Peng et al., 2016;Jakob, 2017;Massarutto et al., 2020). ...

Evaluating the performance of local SoEs as output‐maximizing entities: The case of Friuli Venezia Giulia
  • Citing Article
  • September 2020

Annals of Public and Cooperative Economics

... The model in equation (1) is estimated across three different dependent variables, namely the occurrence of SME securitizations, residential mortgage-backed securities (RMBS), and for the occurrence of any securitization issued in any of the automotive, leasing, consumption credit, residential, SME sector. Given the very focused purpose of the 12 The variable is named after the Italian name for the policy measure "Garanzia Cartolarizzazione Sofferenze. " present analysis, sector-specific estimations are provided for SME, RMBS and any sector, for ease of comparability and to stress the implications for the two most relevant sectors for Italian securitizations, in addition to a general perspective. ...

Are NPL-backed securities an investment opportunity?
  • Citing Article
  • November 2019

The Quarterly Review of Economics and Finance