This paper describes and evaluates the European Union (EU) banking sector capital framework, focusing on how the international standards set by the Basel Committee on Banking Supervision have been implemented within the EU. Using granular supervisory data for significant institutions under the...

This paper develops an early warning system for predicting distress for large European banks. Using a novel definition of distress derived from banks' headroom above regulatory requirements, we investigate the performance of three machine learning techniques against the traditional logistic...

This paper studies the role of banking supervision in anticipating, monitoring, and disciplining failing banks. We document that supervisors anticipate most bank failures with a high degree of accuracy. Supervisors play an important role in requiring troubled banks to recognize losses, taking...

Do climate stress tests affect bank credit supply to brown firms? Using a difference-in-differences approach and detailed data on individual bank loans in the euro area, this paper provides novel evidence on the effects of the ECB's 2022 climate risk stress test. Despite no capital implications...

In the last decades, during the unfolding of momentous events, we saw the growing awareness of the need for a transition to a sustainable economy. The radical economic and social change will require the mobilization of colossal resources, and hence the alignment of the financial system to this...

We ask if bank supervisors’ efforts to combat climate change affect banks' lending and their borrowers’ transition to the carbon-neutral economy. Combining information from the French supervisory agency’s climate pilot exercise with borrowers' emission data, we first show that banks that...

This paper provides a first empirical analysis of the impact of the European Central Bank's (ECB's) climate-risk-related supervisory efforts on (i) climate risk exposure and related risk management of banks; and (ii) on the induced shifts in banks' portfolio choices with regard to additional...

Banks use synthetic risk transfers (SRTs) to offload potential losses in their loan portfolios to non-bank investors while retaining the loans on their balance sheets. We investigate this trillion-euro market using transaction-level data from the euro area, the largest SRT market, and highlight...

This paper provides an evidence-based assessment of the EU supervisory landscape by combining a comprehensive mapping of supervisory models and authorities with an analysis of capital market players across key sectors, including market infrastructures, asset management, and crypto-asset service...

Bank failures can stem from runs on otherwise solvent banks or from losses that render banks insolvent, regardless of withdrawals. Disentangling the relative importance of liquidity and solvency in explaining bank failures is central to understanding financial crises and designing effective...

In essence, the currently large stablecoins are electronic money issued by narrow balance sheet vehicles into a distributed ledger (or a "programmable platform"). Many believe that they will have significant success as a new form of money. Members of the current US administration expect that US...

The paper synthesizes global experiences and key lessons in the regulation and supervision of cyber risk in the financial sector. It draws on the IMF’s financial stability surveillance and technical assistance work. It underscores the increasing frequency and complexity of cyber threats. These...

This paper applies the Growth-at-Risk (GaR) framework to assess downside risks to euro area GDP growth, and it examines its usefulness for stress testing. Supervisory stress-test scenarios are often criticized for being either too mild or implausibly severe, raising questions about calibration....

We argue that the rapid asset growth of nonbank financial intermediaries (NBFIs) relative to banks is the outcome of transformations of risks between banks and NBFIs that increase the interconnectedness of the two sectors. These transformations are consistent with avoiding tighter, post-GFC bank...

Investment in cybersecurity in an interconnected banking system has public-good properties: positive externalities can generate systemic underinvestment. Using confidential supervisory data from the European Central Bank, we first identify "laggard" European banks that underinvest relative to...

This paper investigates the financial stability implications of introducing a central bank digital currency (CBDC) using an extension of the classical Diamond and Dybvig (1983) model. We analyze two key concerns associated with CBDCs: their potential to foster disintermediation of commercial...

We empirically analyse the role of judgement in assigning overall scores by the euro area supervisors as part of the yearly Supervisory Review and Evaluation Process (SREP), which evaluates banks' risks and sets supervisory actions. We also analyse its role in shaping the drivers of the Pillar 2...

This research aims to find the most accurate model for predicting bankruptcy in the Indonesian banking industry. The data used are secondary data in the form of financial reports from 2018 to 2022. The methodology includes hypothesis testing using normality, homogeneity, and one-way ANOVA tests....

This paper studies the impact of banks' dividend restrictions on the behavior of their institutional investors. Using an identification strategy that relies on the within investor variation and a difference in difference setup, I find that funds permanently decrease their ownership shares at...

We show that around one third of executive directors on the boards of national supervisory authorities (NSA) in European banking have an employment history in the financial industry. The appointment of executives without a finance background associates with negative valuation effects....

This paper captures advances in prudential regulation and supervision for challenger banks and fintech in the UK. It presents a critical analysis of the prudential supervisory approaches towards fintech. The focus is placed on fast-growing firms (FGFs), building on the review performed by the...

This paper evaluates the impact of the March 2020 European Central Bank recommendation that banks do not pay dividends or buy back shares on their market values. It documents a causal negative impact on bank share prices of around 7% during the two weeks following its announcement. The...

Banking supervisors worldwide recognise the pressing need to harness frontier technologies such as artificial intelligence (AI), particularly machine learning (ML), to enhance their efficiency and analytical capabilities. The European Central Bank (ECB) has similarly acknowledged the...

Regardless of the individual perspectives on Artificial Intelligence (AI), it can transform the personal and professional lives at an unprecedented pace. It will also impact one of the most regulated and supervised industries in the world - the financial sector. Risk-based supervision (RBS) has...

This paper examines how microprudential policy affects income inequality, and whether and how the effect of macroprudential policy on income inequality depends on the stance of microprudential policy. The dataset covers 70 countries over the period 1996-2013. Applying the system GMM estimation...

The technical note and manual "Sibling Rivalry in the Financial Safety Net," authored by Atilla Arda and Jan Nolte, examines the governance structures essential critical for effective bank resolution and deposit insurance functions. Considering the vulnerabilities exposed during the 2008-09...

Regulators increasingly rely on supervisory technologies (SupTech) to enhance bank supervision, but their potential role in disciplining bank behavior remains unclear. We address this knowledge gap using unique data from the SupTech application of the Central Bank of Brazil. We show that, after...

This paper explores the impact of bank transparency on market efficiency by comparing banks that disclose supervisory capital requirements to those that remain opaque. Due to the informational content of supervisory capital requirements for the market this opacity might hinder market efficiency....