Assessing The Efficacy Of Borrower Based Macroprudential Policy Using An Integrated Micro Macro Model For European Households
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Micro-Assessment of Macroprudential Borrower-Based Measures in Lithuania
Author: Mantas Dirma
language: en
Publisher: International Monetary Fund
Release Date: 2023-10-27
Despite having introduced borrower-based measures (BBM), Lithuania's housing and mortgage markets were booming during the low-interest-rate period, casting doubt on the macroprudential toolkit's ability to contain excessive mortgage growth. This paper assesses the adequacy of BBMs’ parametrization in Lithuania. We do so by building a novel lifetime expected credit loss framework that is founded on actual loan-level default and household income data. We show that the BBM package effectively contains mortgage credit risk and that housing loans are more resilient to stress than in the preregulatory era. Our BBM limit calibration exercise reveals that (1) in the low-rate environment, income-based measures could have been tighter; and (2) borrowers taking out secondary mortgages rightly are and should be required to pledge a higher down payment.
A Generalized Framework for the Assessment of Household Financial Vulnerability
Author: Mindaugas Leika
language: en
Publisher: International Monetary Fund
Release Date: 2017-11-07
Household financial fragility has received considerable attention following the global financial crisis, but substantial gaps remain in the analytical underpinnings of household financial vulnerability assessment, as well as in data availability. This paper aims at integrating the contributions in the literature in a coherent fashion. The study proposes also analytical and estimation extensions aimed at improving the quality of estimates and allowing the assessment of household financial vulnerability in presence of data limitations. The result of this effort is a comprehensive framework, that has wide applicability to both advanced and developing economies. For illustrative purposes the paper includes a detailed application to one developing country (Namibia).
Macroprudential Policy Calibration for Greece
Author: Mr. Marco Gross
language: en
Publisher: International Monetary Fund
Release Date: 2024-02-20
The Greek financial system has remained resilient underpinned by strengthening banks’ balance sheets, but still faces significant challenges ahead including the re-emergence of imbalances in the real estate market. Recognizing these imbalances, the authorities have recently introduced the necessary legal framework for setting borrower-based measures (BBMs), paving the way to activate both income- and collateral-based measures in near term. Simulations, which employ a quantitative framework combining micro- and macro-level data, show that BBMs would help enhance household resilience, with synergies when caps on debt service-to-income (DSTI) and loan-to-value (LTV) ratios are jointly implemented, leading over time to the more resilient banking system against potential risks. Caps could initially be set at less binding levels and gradually tightened based on a systemic risk assessment.