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DebtRank-transparency: Controlling systemic risk in financial networks
Nodes in a financial network, such as banks, cannot assess the true risks associated with lending to other nodes in the network, unless they have full information on the riskiness of all other nodes. These risks can be estimated by using network metrics (as DebtRank) of the interbank liability netwo...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3664900/ https://www.ncbi.nlm.nih.gov/pubmed/23712454 http://dx.doi.org/10.1038/srep01888 |
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author | Thurner, Stefan Poledna, Sebastian |
author_facet | Thurner, Stefan Poledna, Sebastian |
author_sort | Thurner, Stefan |
collection | PubMed |
description | Nodes in a financial network, such as banks, cannot assess the true risks associated with lending to other nodes in the network, unless they have full information on the riskiness of all other nodes. These risks can be estimated by using network metrics (as DebtRank) of the interbank liability network. With a simple agent based model we show that systemic risk in financial networks can be drastically reduced by increasing transparency, i.e. making the DebtRank of individual banks visible to others, and by imposing a rule, that reduces interbank borrowing from systemically risky nodes. This scheme does not reduce the efficiency of the financial network, but fosters a more homogeneous risk-distribution within the system in a self-organized critical way. The reduction of systemic risk is due to a massive reduction of cascading failures in the transparent system. A regulation-policy implementation of the proposed scheme is discussed. |
format | Online Article Text |
id | pubmed-3664900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-36649002013-05-28 DebtRank-transparency: Controlling systemic risk in financial networks Thurner, Stefan Poledna, Sebastian Sci Rep Article Nodes in a financial network, such as banks, cannot assess the true risks associated with lending to other nodes in the network, unless they have full information on the riskiness of all other nodes. These risks can be estimated by using network metrics (as DebtRank) of the interbank liability network. With a simple agent based model we show that systemic risk in financial networks can be drastically reduced by increasing transparency, i.e. making the DebtRank of individual banks visible to others, and by imposing a rule, that reduces interbank borrowing from systemically risky nodes. This scheme does not reduce the efficiency of the financial network, but fosters a more homogeneous risk-distribution within the system in a self-organized critical way. The reduction of systemic risk is due to a massive reduction of cascading failures in the transparent system. A regulation-policy implementation of the proposed scheme is discussed. Nature Publishing Group 2013-05-28 /pmc/articles/PMC3664900/ /pubmed/23712454 http://dx.doi.org/10.1038/srep01888 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/ |
spellingShingle | Article Thurner, Stefan Poledna, Sebastian DebtRank-transparency: Controlling systemic risk in financial networks |
title | DebtRank-transparency: Controlling systemic risk in financial networks |
title_full | DebtRank-transparency: Controlling systemic risk in financial networks |
title_fullStr | DebtRank-transparency: Controlling systemic risk in financial networks |
title_full_unstemmed | DebtRank-transparency: Controlling systemic risk in financial networks |
title_short | DebtRank-transparency: Controlling systemic risk in financial networks |
title_sort | debtrank-transparency: controlling systemic risk in financial networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3664900/ https://www.ncbi.nlm.nih.gov/pubmed/23712454 http://dx.doi.org/10.1038/srep01888 |
work_keys_str_mv | AT thurnerstefan debtranktransparencycontrollingsystemicriskinfinancialnetworks AT polednasebastian debtranktransparencycontrollingsystemicriskinfinancialnetworks |