Working Papers
2022
July 15, 2022
Macroprudential Regulation and Sector-Specific Default Risk
Description: This paper studies the transmission of macroprudential policies across both financial and non financial sectors of the economy. It first documents that tighter macroprudential regulations implemented in Europe over the period 2008–2017 lowered default risk not only in the financial, but also in non-financial sectors. Second, the paper analyzes the impact of two reforms in the macroprudential framework. Higher capital requirements improve the long-run resilience of the financial sector but at the cost of raising long-term default risk in non-financial sectors. Strengthening the resolution framework for failing banks has beneficial long-run effects on the default risks of the financial and non-financial sectors. Our results concur with the literature documenting how banks adjust their balance sheet composition and credit supply in reaction to changes in their regulatory environment.
July 15, 2022
Women in Fintech: As Leaders and Users
Description: While digital financial services have made access to finance easier, faster, and less costly, helping to broaden digital financial inclusion, its impact on gender gaps varies across countries. Moreover, women leaders in the fintech industry, although growing, remain scarce. This paper explores the interaction between ‘women’ and ‘fintech’ by examining: (i) the role of women leaders on firm-level performance in the fintech industry; and (ii) the determinants of gender gaps in the usage of digital services to better understand the cross-country differences. Results indicate that greater gender diversity in the executive board is associated with better performance of fintech firms.With regard to determinants of the gender gaps in the usage of digital financial services, we find that higher financial and digital literacy of women is associated with lower gender gaps in digital financial inclusion, and that socio-cultural factors also play a key role.
July 8, 2022
Inequality and the Structure of Countries’ External Liabilities
Description: In this paper, we present empirical evidence that higher income inequality is associated with a greater equity share in countries' external liabilities, and we develop a theoretical model that can explain this observation: In a small open economy with traded and nontraded goods, entry barriers depress entrepreneurial activity in nontraded industries and raise income inequality. The small number of domestic nontraded-goods firms leaves room for foreign firms to operate on the domestic market, and it reduces external borrowing. The model suggests that barriers to entrepreneurial activity could be conducive to attract equity-type capital inows. Our empirical results lend some support to this conjecture.
July 8, 2022
Financial Sector and Economic Growth in India
Description: India’s financial sector has faced many challenges in recent decades, with a large, negative, and persistent credit to GDP gap since 2012. We examine how cyclical financial conditions affect GDP growth using a growth-at-risk (GaR) approach and analyze the link between bank balance sheets, credit growth, and long-term growth using bank-level panel regressions for both public and private banks. We find that on a cyclical basis, a negative shock to credit or a rise in macro vulnerability all shift the distribution of growth to the left, with lower expected growth and higher negative tail risks; over the long term, the results indicate that higher credit growth, arising from better capitalized banks with lower NPLs, is associated with higher GDP growth.
July 8, 2022
An Alternative Proof of Minimum Trace Reconciliation
Description: Minimum trace reconciliation, developed by Wickramasuriya et. al. (2019), is an innovation in the literature of forecast reconciliation. The proof, however, is indirect and not easy to extend to more general situations. This paper provides an alternative proof based on the first-order condition in the space of non-square matrix and argues that it is not only simpler but also can be extended to incorporate more general results on minimum weighted trace reconciliation in Panagiotelis et. al. (2021). Thus, our alternative proof not only has pedagogical value but also connects the results in the literature from a unified perspective.
July 8, 2022
Staple Food Prices in Sub-Saharan Africa: An Empirical Assessment
Description: This paper analyzes the domestic and external drivers of local staple food prices in Sub-Saharan Africa. Using data on domestic market prices of the five most consumed staple foods from 15 countries, this paper finds that external factors drive food price inflation, but domestic factors can mitigate these vulnerabilities. On the external side, our estimations show that Sub-Saharan African countries are highly vulnerable to global food prices, with the pass-through from global to local food prices estimated close to unity for highly imported staples. On the domestic side, staple food price inflation is lower in countries with greater local production and among products with lower consumption shares. Additionally, adverse shocks such as natural disasters and wars bring 1.8 and 4 percent staple food price surges respectively beyond generalized price increases. Economic policy can lower food price inflation, as the strength of monetary policy and fiscal frameworks, the overall economic environment, and transport constraints in geographically challenged areas account for substantial cross-country differences in staple food prices.
July 8, 2022
Financial Development and Growth in the Caucasus and Central Asia
Description: This paper presents stylized facts on financial development in the CCA countries relative to their EM and LIC peers and assesses how financial development can boost growth in the CCA. Drawing on IMF’s multidimensional index of financial development, we find that CCA countries have made progress following the independence in early 1990s. However, the progress was uneven across the CCA, resulting in a divergence of financial development over time and mixed performance relative to EM and LIC peers. Financial institutions have progressed the most, while financial markets remain underdevelped in most CCA countries except Kazakhstan. In terms of sub-indicators of financial development, financial access has expanded markedly, while the depth of financial intermediation has remained largely shallow and efficiency of financial intermediation has fluctuated over time. Standard growth regressions suggest that CCA countries with relatively lower level of financial development have scope to boost annual growth rates between 0.5-2.5 percent by reaching the level of financial development of frontier CCA countries.
July 8, 2022
Contagion as a Dealmaker? The Effect of Financial Spillovers on Regional Lending Programs
Description: The recent European sovereign debt crisis highlighted the critical role of regional lending arrangements. For the first time, European mechanisms were called to design financing programmes for member countries in trouble. This paper analyses how the risk of contagion, an essential characteristic of interlinked economies, shapes borrowing conditions. We focus on the role of spillovers as a channel of bargaining power that a country might have when asking for financial support from regional lending institutions. We build and present a new database that records both the dates on which official meetings took place, relevant statements were released and the timing of the announcements regarding loan disbursements. This database allows us to assess the defining role that announcements of future actions have in mitigating spillover costs. In addition, we study the design of lending arrangements within a recursive contract between a lender and a sovereign country. When accounting for spillover costs, arising from the borrower to the creditor, we find that it is in the lender's best interest to back-load consumption by giving more weight to future transfers in order to reduce contagion cost. Subsequently, we test and validate our theoretical predictions by assessing the effect of spillovers on loan disbursements to programme-countries and by juxtaposing lending conditions imposed by the IMF and the European mechanisms.
July 1, 2022
Macroeconomic Effects of Dividend Taxation with Investment Credit Limits
Description: We analyze the effects of dividend taxation in a general equilibrium business cycle model with an occasionally-binding investment credit limit. Permanent dividend tax reforms distort capital investment decisions in the binding long-run equilibrium, but are neutral otherwise. Temporary unexpected tax cuts stimulate shortterm real activity in the credit-constrained economy, yet produce contractionary macroeconomic outcomes in the slack regime. The occasionally-binding constraint reconciles the `traditional' and `new' views of dividend taxation, and highlights the importance of measuring the firm's initial borrowing position before enacting tax reforms. Finally, permanently lower dividend taxes dampen financial business cycles, and help to explain macroeconomic asymmetries.
July 1, 2022
Fiscal Consolidation and Firm Level Productivity: Evidence from Advanced Economies
Description: Productivity dispersion across countries has led to several studies on the determinants of firm level productivity and the role of macroeconomic policies in determining productivity. In this paper, we investigate the effect of fiscal consolidation on firm level productivity in 12 advanced economies by combining an updated dataset of fiscal consolidation measures with firm level productivity. We find that fiscal consolidation (i.e., discretionary tax hikes and spending cuts), is detrimental to firm level productivity in advanced economies. We also find that high levels of fiscal consolidation are particularly harmful to firm level productivity compared to lower levels of fiscal consolidation. Furthermore, we find that tax based fiscal consolidation hinders firm level productivity more compared to spending based fiscal consolidation. This implies that the size and composition of fiscal consolidation matter in understanding the relationship between fiscal consolidation and firm level productivity.