Working Papers
2023
September 29, 2023
New Evidence on Spillovers Between Crypto Assets and Financial Markets
Description: We analyze returns and volatility spillovers among a representative set of crypto and financial assets. The magnitude of spillovers increases during periods of heightened turbulence due to negative economic-financial news, crypto market events, or exogenous shocks. There is evidence of increasing spillovers over time, with a peak during the COVID-19 pandemic, implying growing interdependence. Crypto assets predominantly transmit spillovers to financial markets, though reversals occur during periods of financial stress. The increased correlation during risk-off episodes suggests that crypto assets could serve as important conduits for financial market shocks, generating financial stability risks.
September 22, 2023
Banks’ Joint Exposure to Market and Run Risk
Description: Recent failures of US banks highlight that large liability withdrawals can damage capital positions—i.e., that liquidity risk and solvency risk interact. A simple risk assessment for banks in a wide group of countries finds sizable exposure to this interaction. This varies significantly across banks—primarily reflecting differences in cash buffers, capitalization, securities holdings and exposure to market risk—and is highly concentrated. Vulnerability is generally greater for banks in AEs due to lower cash buffers, securities holdings and capitalization. Within AEs—unlike in EMs—larger banks are most exposed, due to greater wholesale funding and thinner capital buffers. Estimated aggregate losses are substantial in some countries, reflecting a range of recent shocks.
September 22, 2023
The Market Price of Risk and Macro-Financial Dynamics
Description: We propose the conditional volatility of GDP spanned by financial factors as a “Volatility Financial Conditions Index” (VFCI) and show it is closely tied to the market price of risk. The VFCI exhibits superior explanatory power for stock and bond risk premia compared to other FCIs. We use a variety of identification strategies and instruments to demonstrate robust causal relationships between the VFCI and macroeconomic aggregates: a tightening of financial conditions as measured by the VFCI leads to a persistent contraction of output and triggers an immediate easing of monetary policy. Conversely, contractionary monetary policy shocks cause tighter financial conditions.
September 22, 2023
Reaching (Beyond) the Frontier: Energy Efficiency in Europe
Description: The world is not decarbonizing fast enough, with global warming on track to reach as much as 4°C over the next century absent a global green transition. Policymakers in Europe—and beyond—still have an opportunity both to achieve net zero emissions by 2050 and to strengthen economic prospects by increasing energy efficiency, along with changing the energy mix from fossil fuels to renewables. In this paper, we assess energy efficiency (or intensity) in a panel of 38 European countries over the period 1980–2021 by using the stochastic frontier analysis and obtain statistically significant and intuitive results. We have two key findings. First, price signals, including through the introduction of a carbon tax and the removal of fossil fuel subsidies, are critical for energy efficiency, as consumers respond to changes in energy prices. Second, stronger environmental policies and institutions generate unambiguous improvements in energy efficiency by inducing investment in energy efficient equipment and buildings and nudging consumers for energy conservation. These results—robust to alternative specifications and methods—have important policy implications for green growth with higher energy efficiency.
September 22, 2023
Energy Support for Firms in Europe: Best Practice Considerations and Recent Experience
Description: The surge in energy prices due to Russia’s February 2022 invasion of Ukraine significantly increased costs for European firms, prompting governments to introduce a range of support schemes. Although energy prices had eased by early 2023, uncertainty around prices remains unusually large. Against this backdrop, this paper examines the case for government intervention and identifies best practices with a view to improving the design of existing energy support schemes, facilitating exit from those schemes, and preparing policymakers for a downside scenario in which energy prices flare up again. The paper argues that support should be limited in size, strictly temporary in nature, narrowly targeted, and accompanied by strong safeguards and conditionality, while preserving price signals as much as possible to encourage energy conservation. Finally, the paper reviews recent support schemes introduced by European governments in light of the identified best practice considerations.
September 15, 2023
Financial Shock Transmission to Heterogeneous Firms: The Earnings-Based Borrowing Constraint Channel
Description: We study the heterogeneous impact of jointly identified monetary policy and global risk shocks on corporate funding costs. We disentangle these two shocks in a structural Bayesian Vector Autoregression framework and investigate their respective effects on funding costs of heterogeneous firms using micro-data for the US. We tease out mechanisms underlying the effects by contrasting traditional financial frictions arising from asset-based collateral constraints with the recent earnings-based borrowing constraint hypothesis, differentiating firms across leverage and earnings. Our empirical evidence strongly supports the earnings-based borrowing constraint hypothesis. We find that global risk shocks have stronger and more heterogeneous effects on corporate funding costs which depend on firms' position within the earnings distribution.
September 15, 2023
The Zombie Lending Channel of Monetary Policy
Description: We uncover a new channel—the zombie lending channel—in the transmission of monetary policy to nonfinancial corporates. This channel originates from the presence of unviable and unproductive (zombie) firms. We identify exogenous variation in monetary conditions around the world by exploiting the international transmission of US monetary policy shocks. We find that tighter monetary policy leads to more favorable credit conditions for zombie firms relative to other firms. Zombies are then able to cut investment and employment by relatively less. This is indicative of evergreening motives by lenders when interest rates rise: lenders face incentives to restructure existing loans of zombie firms to avoid the realization of losses on their balance sheets. Policies that strengthen banks’ balance sheets, that limit banks’ incentives to engage in risky behavior, and laws that allow an efficient resolution of weak firms, may help mitigate zombie lending practices when financial conditions tighten.
September 15, 2023
ASEAN-5: Further Harnessing the Benefits of Regional Integration amid Fragmentation Risks
Description: The ASEAN-5 region, which comprises Indonesia, Malaysia, the Philippines, Singapore, and Thailand, has benefited substantially from its integration to the world economy, particularly through trade. Rising risks of geoeconomic fragmentation could reverse some gains reaped from globalization over the past decades. In this context, advancing regional integration among ASEAN-5 members has the potential to enhance the region’s resilience against external headwinds. This paper shows that despite sizeable progress, particularly in regional trade integration, there is room to advance financial integration, which also lags trade integration in ASEAN-5. Empirical findings from the paper illustrate that a higher degree of regional financial integration could generate sizeable output gains for the region. Using firm-level data, the paper highlights that digitalization, an area where the region is thriving, can support regional integration by helping firms better integrate into global value chains, with the benefits being stronger for small and medium sized enterprises. The results also suggest that digitalization can help firms move up the value chain through the production of more sophisticated products, often coined as higher export sophistication.
September 15, 2023
One Hundred Inflation Shocks: Seven Stylized Facts
Description: This paper identifies over 100 inflation shock episodes in 56 countries since the 1970s, including over 60 episodes linked to the 1973–79 oil crises. We document that only in 60 percent of the episodes was inflation brought back down (or “resolved”) within 5 years, and that even in these “successful” cases resolving inflation took, on average, over 3 years. Success rates were lower and resolution times longer for episodes induced by terms-of-trade shocks during the 1973–79 oil crises. Most unresolved episodes involved “premature celebrations”, where inflation declined initially, only to plateau at an elevated level or re-accelerate. Сountries that resolved inflation had tighter monetary policy that was maintained more consistently over time, lower nominal wage growth, and less currency depreciation, compared to unresolved cases. Successful disinflations were associated with short-term output losses, but not with larger output, employment, or real wage losses over a 5-year horizon, potentially indicating the value of policy credibility and macroeconomic stability.
September 15, 2023
When Will Global Gender Gaps Close?
Description: On the current pace of reforms, global gender gaps are estimated to close, using deterministic (linear or log-linear) trends, over the next three centuries. This means that many women will likely not be able to fully use their abilities and talents, to the detriment of societies, for a long time. Yet this paper shows that, absent a significant step up in policy efforts, gender gaps may in fact never close. Using Markov chains, a common approach in macroeconomics, this paper analyzes the dynamics of the cross-country distribution of the gender gap in labor force participation. This methodology does not impose strong restrictions on the data, allowing for episodes of progress as well as regress by countries on gender inequality. Based on the experience of the past three decades, the analysis predicts a further narrowing of gender gaps over time. But the long-run distribution of gender gaps in labor force participation features a substantial share of countries with persistently large gaps, implying that—absent a strengthened and systematic policy effort—some of the current misallocation of women’s talents and abilities could persist perpetually.