Pub Date : 2024-04-29DOI: 10.1016/j.jfs.2024.101263
Jorge Pozo
We develop a dynamic framework to study banks’ incentives to take excessive risk in an emerging economy, where bank default probability and excess bank risk-taking are modeled endogenously. We calibrate it for the 1998 Peruvian economy. We find that the infinite-period feature amplifies banks’ incentives to take excessive risk. When we simulate the sudden stop that hit Peru in 1998, the model accurately predicts the substantial short-term rise in the non-performing loans ratio through the rise of the bank default probability.
{"title":"Excessive bank risk-taking in an infinite horizon economy","authors":"Jorge Pozo","doi":"10.1016/j.jfs.2024.101263","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101263","url":null,"abstract":"<div><p>We develop a dynamic framework to study banks’ incentives to take excessive risk in an emerging economy, where bank default probability and excess bank risk-taking are modeled endogenously. We calibrate it for the 1998 Peruvian economy. We find that the infinite-period feature amplifies banks’ incentives to take excessive risk. When we simulate the sudden stop that hit Peru in 1998, the model accurately predicts the substantial short-term rise in the non-performing loans ratio through the rise of the bank default probability.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"73 ","pages":"Article 101263"},"PeriodicalIF":5.4,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141242043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-20DOI: 10.1016/j.jfs.2024.101264
Takuji Fueki , Patrick Hürtgen , Todd B. Walker
Financial institutions, especially in Europe, hold a disproportionate amount of domestic sovereign debt. We examine the extent to which this home bias leads to capital misallocation in a real business cycle model with imperfect information and fiscal stress. We assume banks can hold sovereign debt according to a zero-risk weight policy and contrast this scenario to one in which banks weight the sovereign debt according to default probabilities. Banks are assumed to miscalculate the probability of a disaster state due to moral hazard and imperfect monitoring. This distortion pushes the economy away from the first-best allocation. We show that the zero risk weight policy exacerbates these distortions while a non-zero risk-weight improves allocations. The welfare costs associated with zero-risk weight policies are large. Households are willing to give up 3.2 percent of their consumption to move to the first-best allocation, whereas in the economy with non-zero risk-weights households are willing to give up only 1.2 percent of their consumption to move to the first-best allocation.
{"title":"Zero-risk weights and capital misallocation","authors":"Takuji Fueki , Patrick Hürtgen , Todd B. Walker","doi":"10.1016/j.jfs.2024.101264","DOIUrl":"10.1016/j.jfs.2024.101264","url":null,"abstract":"<div><p>Financial institutions, especially in Europe, hold a disproportionate amount of domestic sovereign debt. We examine the extent to which this home bias leads to capital misallocation in a real business cycle model with imperfect information and fiscal stress. We assume banks can hold sovereign debt according to a zero-risk weight policy and contrast this scenario to one in which banks weight the sovereign debt according to default probabilities. Banks are assumed to miscalculate the probability of a disaster state due to moral hazard and imperfect monitoring. This distortion pushes the economy away from the first-best allocation. We show that the zero risk weight policy exacerbates these distortions while a non-zero risk-weight improves allocations. The welfare costs associated with zero-risk weight policies are large. Households are willing to give up 3.2 percent of their consumption to move to the first-best allocation, whereas in the economy with non-zero risk-weights households are willing to give up only 1.2 percent of their consumption to move to the first-best allocation.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101264"},"PeriodicalIF":5.4,"publicationDate":"2024-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140769912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This paper provides evidence that central banks’ purchase programmes of corporate bonds in the aftermath of market stress foster risk-taking by bond funds. Using the COVID-19 shock as a laboratory, we show that funds more exposed to pandemic-related asset purchase programmes took on more credit and liquidity risks than less exposed ones during 2020, generating higher returns and attracting more inflows. More exposed funds increased their risk-taking buying assets not eligible for central banks’ interventions, particularly when they under-performed their peers or held less liquid assets. These results suggest that asset purchase programmes affected risk-taking by reducing liquidation costs and, thus, lowering the risk of run by fund investors. We discuss the implications for the transmission of policy interventions during periods of market stress and the regulation of the investment fund sector.
{"title":"Central banks’ corporate asset purchase programmes and risk-taking by bond funds in the aftermath of market stress","authors":"Nicola Branzoli , Raffaele Gallo , Antonio Ilari , Dario Portioli","doi":"10.1016/j.jfs.2024.101261","DOIUrl":"10.1016/j.jfs.2024.101261","url":null,"abstract":"<div><p>This paper provides evidence that central banks’ purchase programmes of corporate bonds in the aftermath of market stress foster risk-taking by bond funds. Using the COVID-19 shock as a laboratory, we show that funds more exposed to pandemic-related asset purchase programmes took on more credit and liquidity risks than less exposed ones during 2020, generating higher returns and attracting more inflows. More exposed funds increased their risk-taking buying assets not eligible for central banks’ interventions, particularly when they under-performed their peers or held less liquid assets. These results suggest that asset purchase programmes affected risk-taking by reducing liquidation costs and, thus, lowering the risk of run by fund investors. We discuss the implications for the transmission of policy interventions during periods of market stress and the regulation of the investment fund sector.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101261"},"PeriodicalIF":5.4,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140791528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-15DOI: 10.1016/j.jfs.2024.101265
Loan Quynh Thi Nguyen , Roman Matousek , Gulnur Muradoglu
This empirical study investigates whether a strong bank culture may help strengthen, weaken, or have no effect on the relationship between regulatory capital and liquidity creation. Using a machine learning approach and banks’ 10-K reports, we first measure the corporate culture of selected bank holding companies (BHCs) in the United State (U.S.) over the period between 1995 and 2019. We find that bank culture does affect the link between regulatory capital and liquidity creation. In particular, while we find that regulatory capital has a negative impact on bank liquidity creation, a strong culture in a bank weakens this negative association. We also find that an increase in asset-side liquidity creation is the main channel through which bank culture exerts its moderating role. Finally, our results are largely driven by smaller banks, banks with a more traditional funding structure and more profitable banks. The results of this study suggest that regulators should consider bank culture as being a crucial element in the monitoring approach when designing bank regulation and supervision.
{"title":"Bank capital, liquidity creation and the moderating role of bank culture: An investigation using a machine learning approach","authors":"Loan Quynh Thi Nguyen , Roman Matousek , Gulnur Muradoglu","doi":"10.1016/j.jfs.2024.101265","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101265","url":null,"abstract":"<div><p>This empirical study investigates whether a strong bank culture may help strengthen, weaken, or have no effect on the relationship between regulatory capital and liquidity creation. Using a machine learning approach and banks’ 10-K reports, we first measure the corporate culture of selected bank holding companies (BHCs) in the United State (U.S.) over the period between 1995 and 2019. We find that bank culture does affect the link between regulatory capital and liquidity creation. In particular, while we find that regulatory capital has a negative impact on bank liquidity creation, a strong culture in a bank weakens this negative association. We also find that an increase in asset-side liquidity creation is the main channel through which bank culture exerts its moderating role. Finally, our results are largely driven by smaller banks, banks with a more traditional funding structure and more profitable banks. The results of this study suggest that regulators should consider bank culture as being a crucial element in the monitoring approach when designing bank regulation and supervision.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101265"},"PeriodicalIF":5.4,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140604952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-10DOI: 10.1016/j.jfs.2024.101262
Marcin Borsuk , Joanna Przeworska , Anthony Saunders , Dobromił Serwa
In this paper, we investigate the real effects of special taxation on banks. We provide evidence that the introduction of a new fiscal levy on banks significantly impairs their performance and has an adverse impact on the real economy through the lending channel. Using micro-level data on lending relationships, we identify the credit supply shock related with a bank tax controlling for loan demand factors. We compute a firm-specific measure of firm exposure to burdened credit institutions. We find a negative impact of the tax shock on investment and output. Our results are important from a policy perspective as they shed light on the economic consequences of double taxation on banks.
{"title":"The macroeconomic costs of the bank tax","authors":"Marcin Borsuk , Joanna Przeworska , Anthony Saunders , Dobromił Serwa","doi":"10.1016/j.jfs.2024.101262","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101262","url":null,"abstract":"<div><p>In this paper, we investigate the real effects of special taxation on banks. We provide evidence that the introduction of a new fiscal levy on banks significantly impairs their performance and has an adverse impact on the real economy through the lending channel. Using micro-level data on lending relationships, we identify the credit supply shock related with a bank tax controlling for loan demand factors. We compute a firm-specific measure of firm exposure to burdened credit institutions. We find a negative impact of the tax shock on investment and output. Our results are important from a policy perspective as they shed light on the economic consequences of double taxation on banks.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101262"},"PeriodicalIF":5.4,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140631225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-09DOI: 10.1016/j.jfs.2024.101260
Jie Li , Xiaowei Guo , Bihong Huang , Tianhang Zhou
This paper explores the impact of political connections on zombie business in the presence of massive economic stimulus. Although a stimulus plan may substantially ease financial constraints for a politically connected firm, it distorts the firm’s decision regarding market exit. Exploiting China’s 2008 stimulus package as a semi natural experiment, we show that a firm with political connections is more likely to become a zombie following such stimulus measures. Further analysis indicates that the zombification impact of the stimulus plan is more pronounced for the firms operating in the key industries targeted by the stimulus package.
{"title":"Political connections and zombie firms: The role of the 2008 stimulus plan in China","authors":"Jie Li , Xiaowei Guo , Bihong Huang , Tianhang Zhou","doi":"10.1016/j.jfs.2024.101260","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101260","url":null,"abstract":"<div><p>This paper explores the impact of political connections on zombie business in the presence of massive economic stimulus. Although a stimulus plan may substantially ease financial constraints for a politically connected firm, it distorts the firm’s decision regarding market exit. Exploiting China’s 2008 stimulus package as a semi natural experiment, we show that a firm with political connections is more likely to become a zombie following such stimulus measures. Further analysis indicates that the zombification impact of the stimulus plan is more pronounced for the firms operating in the key industries targeted by the stimulus package.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101260"},"PeriodicalIF":5.4,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140542485","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-09DOI: 10.1016/j.jfs.2024.101259
George N. Apostolakis, Nikolaos Giannellis
In this study, we estimate a Bayesian global vector autoregressive model to uncover the effects of financial stress on output growth, inflation, and interest rates, accounting for several advanced and emerging economies for a period spanning from February 2008 until May 2022. We construct a financial stress index applicable to all countries, tracking periods of financial instability in the economies, and employ shadow short rates as a proxy measure of unconventional monetary policy. This study provides strong evidence that financial stress shocks are transmitted abroad as financial stress increases in all the countries in the sample. Our results also show that financial stress innovation generates important domestic and cross-border output, inflation, and interest rate spillovers for several countries. Additionally, we identify the active role of the financial and bank credit channels in the transmission of shocks across financial systems, while macroprudential policy can intercept the propagation of the shock. Our results carry policy implications for monetary and regulatory authorities.
{"title":"International financial stress spillovers during times of unconventional monetary policy interventions","authors":"George N. Apostolakis, Nikolaos Giannellis","doi":"10.1016/j.jfs.2024.101259","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101259","url":null,"abstract":"<div><p>In this study, we estimate a Bayesian global vector autoregressive model to uncover the effects of financial stress on output growth, inflation, and interest rates, accounting for several advanced and emerging economies for a period spanning from February 2008 until May 2022. We construct a financial stress index applicable to all countries, tracking periods of financial instability in the economies, and employ shadow short rates as a proxy measure of unconventional monetary policy. This study provides strong evidence that financial stress shocks are transmitted abroad as financial stress increases in all the countries in the sample. Our results also show that financial stress innovation generates important domestic and cross-border output, inflation, and interest rate spillovers for several countries. Additionally, we identify the active role of the financial and bank credit channels in the transmission of shocks across financial systems, while macroprudential policy can intercept the propagation of the shock. Our results carry policy implications for monetary and regulatory authorities.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101259"},"PeriodicalIF":5.4,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140548577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-27DOI: 10.1016/j.jfs.2024.101250
Giuseppe Cappelletti , Aurea Ponte Marques , Paolo Varraso
We study the impact of higher capital buffers on bank lending and risk-taking behaviour, at different time horizons following the initial policy decision. Employing a regression discontinuity design and confidential centralised supervisory data for euro area banks from 2014 to 2017, our research uniquely explores the effects of the EU policy on other systemically important institutions (O-SIIs) through a quasi-randomised experiment, exploiting the induced policy change and discontinuity of the O-SII identification process. Our findings show that the introduction of the O-SII buffers resulted in a short-term reduction in credit supply to households and financial sector, followed by a medium-term shift towards less risky borrowers, particularly in the household sector. We find a temporary cut in loan growth post-capital hikes, succeeded by a rebound in the medium-term. Our results substantiate the hypothesis that higher capital buffers can positively discipline banks by reducing risk-taking in the medium-term. At the same time, evidence suggests a limited adverse impact on the real economy, characterised by a temporary reduction in credit supply restricted to instances of macroprudential policy tightening.
{"title":"Impact of higher capital buffers on banks’ lending and risk-taking in the short- and medium-term: Evidence from the euro area experiments","authors":"Giuseppe Cappelletti , Aurea Ponte Marques , Paolo Varraso","doi":"10.1016/j.jfs.2024.101250","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101250","url":null,"abstract":"<div><p>We study the impact of higher capital buffers on bank lending and risk-taking behaviour, at different time horizons following the initial policy decision. Employing a regression discontinuity design and confidential centralised supervisory data for euro area banks from 2014 to 2017, our research uniquely explores the effects of the EU policy on other systemically important institutions (O-SIIs) through a quasi-randomised experiment, exploiting the induced policy change and discontinuity of the O-SII identification process. Our findings show that the introduction of the O-SII buffers resulted in a short-term reduction in credit supply to households and financial sector, followed by a medium-term shift towards less risky borrowers, particularly in the household sector. We find a temporary cut in loan growth post-capital hikes, succeeded by a rebound in the medium-term. Our results substantiate the hypothesis that higher capital buffers can positively discipline banks by reducing risk-taking in the medium-term. At the same time, evidence suggests a limited adverse impact on the real economy, characterised by a temporary reduction in credit supply restricted to instances of macroprudential policy tightening.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101250"},"PeriodicalIF":5.4,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140345411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-19DOI: 10.1016/j.jfs.2024.101252
Jennifer Lai , Paul D. McNelis
This paper compares three methods for assessing the contagion of risk among ten Globally Significant International Banks, known as GSIBs, listed on the New York Stock Exchange with daily and weekly data sets from 2007 to 2020, based on Machine Learning and Network Analysis. In particular we identify the banks which are the largest net sources or transmitters of risk, and net receptors of risk. We also examine the response of regulatory actions, in the form of fines and BIS Bin Classification for capital adequacy.
Under alternative risk measures, of Range Volatility (RV) of share prices, Credit Default Swap (CDS) premia, and Conditional Value at Risk (CoVar), there is a stronger and significant connection between Contagion and the BIS Bin classifications relative to the connections between Contagion and banking fines, either in the amount or frequency of the fines. These results show that BIS bin classifications respond positively to underlying signals of increased contagion in the form of Range Volatility (RV) and CoVar measures but not to CDS risk premia.
本文基于机器学习和网络分析,利用 2007 年至 2020 年期间的每日和每周数据集,比较了三种评估十家在纽约证券交易所上市的全球重要国际银行(GSIB)之间风险传染的方法。我们特别确定了哪些银行是最大的风险净来源或传递者,以及哪些银行是最大的风险净承受者。在股价波动范围 (RV)、信用违约掉期 (CDS) 溢价和风险条件价值 (ΔCoVar)等其他风险衡量标准下,相对于传染与银行业罚款之间的联系,传染与 BIS Bin 分类之间在罚款金额或罚款频率方面存在更强的显著联系。这些结果表明,国际清算银行的分类对以波动范围(RV)和ΔCoVar 测量形式出现的传染加剧的潜在信号做出了积极反应,但对 CDS 风险溢价却没有反应。
{"title":"Financial contagion among the GSIBs and regulatory interventions","authors":"Jennifer Lai , Paul D. McNelis","doi":"10.1016/j.jfs.2024.101252","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101252","url":null,"abstract":"<div><p>This paper compares three methods for assessing the contagion of risk among ten Globally Significant International Banks, known as GSIBs, listed on the New York Stock Exchange with daily and weekly data sets from 2007 to 2020, based on Machine Learning and Network Analysis. In particular we identify the banks which are the largest net sources or transmitters of risk, and net receptors of risk. We also examine the response of regulatory actions, in the form of fines and BIS Bin Classification for capital adequacy.</p><p>Under alternative risk measures, of Range Volatility (RV) of share prices, Credit Default Swap (CDS) premia, and Conditional Value at Risk (<span><math><mi>Δ</mi></math></span>CoVar), there is a stronger and significant connection between Contagion and the BIS Bin classifications relative to the connections between Contagion and banking fines, either in the amount or frequency of the fines. These results show that BIS bin classifications respond positively to underlying signals of increased contagion in the form of Range Volatility (RV) and <span><math><mi>Δ</mi></math></span>CoVar measures but not to CDS risk premia.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101252"},"PeriodicalIF":5.4,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140190822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-18DOI: 10.1016/j.jfs.2024.101251
Rajeev K. Goel , Ummad Mazhar
Using a recent global sample, this paper estimates the effect of cryptocurrency usage on tax revenue collections. We hypothesize that greater cryptocurrency use undermines tax collections, and this result generally holds across overall tax collections, VAT revenues, and GST revenues. The other contribution lies in dissecting the direct and indirect channels of cryptocurrency use on tax collections. Results show that greater cryptocurrency usage reduces tax collections. Furthermore, larger government sizes increase tax collections, while the COVID-19 pandemic undermined tax collections. Finally, significant differences were found in the direct and indirect effects. The main results withstand a number of robustness checks.
{"title":"Cryptocurrency use and tax collections: Direct and indirect channels of influence","authors":"Rajeev K. Goel , Ummad Mazhar","doi":"10.1016/j.jfs.2024.101251","DOIUrl":"https://doi.org/10.1016/j.jfs.2024.101251","url":null,"abstract":"<div><p>Using a recent global sample, this paper estimates the effect of cryptocurrency usage on tax revenue collections. We hypothesize that greater cryptocurrency use undermines tax collections, and this result generally holds across overall tax collections, VAT revenues, and GST revenues. The other contribution lies in dissecting the direct and indirect channels of cryptocurrency use on tax collections. Results show that greater cryptocurrency usage reduces tax collections. Furthermore, larger government sizes increase tax collections, while the COVID-19 pandemic undermined tax collections. Finally, significant differences were found in the direct and indirect effects. The main results withstand a number of robustness checks.</p></div>","PeriodicalId":48027,"journal":{"name":"Journal of Financial Stability","volume":"72 ","pages":"Article 101251"},"PeriodicalIF":5.4,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140187389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}