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Serhan Cevik
,
Alice Fan
, and
Sadhna Naik
Serhan Cevik
,
Alice Fan
, and
Sadhna Naik
Central banks conduct monetary policy to achieve price stability, but decisions also have effects on labor-market outcomes. In this paper, we identify exogenous monetary shocks with the ‘interest rate surprise’ approach based on high-frequency changes in forward-looking interest rates and use daily data on online job vacancy postings to investigate the impact of monetary policy on labor markets in three European countries (Estonia, Latvia and Lithuania) during the period 2018–2024. Our results indicate that monetary policy exerts significant and durable effects on labor-market conditions as measured by online job vacancy postings in our sample of countries. First, a contractionary (expansionary) monetary policy shock leads to a persistent decline (increase) in online job vacancy postings. Across all countries, the average effect amounts to about 2 percent in 15 days after a contractionary monetary policy shock (i.e., an unanticipated increase of 1 percentage point in short-term interest rates). Second, there is significant heterogeneity in the magnitude and persistence of how monetary policy affects the labor market across three countries in our sample, varying from 0.5 percent in Latvia to 2 percent in Estonia and 3.2 percent in Lithuania. Taken together, these results are both of direct concern for policymakers and important for the transmission of monetary policy.
Saioa Armendariz
,
Carlos de Resende
,
Alice Fan
,
Gianluigi Ferrucci
,
Bingjie Hu
,
Sadhna Naik
, and
Can Ugur

This paper examines competitiveness and productivity in the Baltics. Focusing on recent developments, it asks why Russia’s war in Ukraine led to a prolonged recession and strong decline in competitiveness in Estonia, while Latvia and Lithuania shielded their economies more effectively. The paper starts by documenting a deterioration in export performance across the region. Using a constant share decomposition, it finds that, unlike in Latvia and Lithuania, Estonia’s declining export share has been mainly linked to a reduction in the ‘intensive margin’—a sign of weakening external competitiveness and declining relative productivity. Multivariate filtering techniques and estimates of the real effective exchange rates based on historical productivity trends, consistent with Balassa-Samuelson, confirm that differences in long-term total factor productivity growth have affected external competitiveness. While Estonia’s post-GFC slowdown in productivity growth and real exchange rate appreciation have eroded its competitive edge, Latvia and Lithuania have shown greater resilience, aided by more balanced real effective exchange rates and, for Lithuania, stronger corporate balance sheets. A micro-econometric analysis further reveals that resource misallocation, particularly in the services sector, has been a key driver of declining productivity in the region. These findings underscore the need for targeted reforms to improve allocative efficiency, boost productivity, and restore competitiveness in the Baltic region.

Saioa Armendariz
,
Carlos de Resende
,
Alice Fan
,
Gianluigi Ferrucci
,
Bingjie Hu
,
Sadhna Naik
, and
Can Ugur
This paper examines competitiveness and productivity in the Baltics. Focusing on recent developments, it asks why Russia’s war in Ukraine led to a prolonged recession and strong decline in competitiveness in Estonia, while Latvia and Lithuania shielded their economies more effectively. The paper starts by documenting a deterioration in export performance across the region. Using a constant share decomposition, it finds that, unlike in Latvia and Lithuania, Estonia’s declining export share has been mainly linked to a reduction in the ‘intensive margin’—a sign of weakening external competitiveness and declining relative productivity. Multivariate filtering techniques and estimates of the real effective exchange rates based on historical productivity trends, consistent with Balassa-Samuelson, confirm that differences in long-term total factor productivity growth have affected external competitiveness. While Estonia’s post-GFC slowdown in productivity growth and real exchange rate appreciation have eroded its competitive edge, Latvia and Lithuania have shown greater resilience, aided by more balanced real effective exchange rates and, for Lithuania, stronger corporate balance sheets. A micro-econometric analysis further reveals that resource misallocation, particularly in the services sector, has been a key driver of declining productivity in the region. These findings underscore the need for targeted reforms to improve allocative efficiency, boost productivity, and restore competitiveness in the Baltic region.
Serhan Cevik
and
Yueshu Zhao
European electricity markets are in the midst of unprecedented changes—caused by Russia’s invasion of Ukraine and the rise of renewable sources of energy. Using high-frequency data, this paper investigates volatility spillovers across 24 countries in the European Union (EU) during the period 2014–2024 to provide a better understanding of the transmission of risks in an international context. We develop both a static and a dynamic assessment of spillover effects and directional decomposition between individual countries. Our main findings show that about 73 percent of the forecast error variation is explained by cross-variance shares, which means only 27 percent can be attributed to shocks within each country. In other words, cross-border volatility spillovers dominate the behavior in national electricity markets in Europe—and this effect has grown over time. We also implement an augmented gravity model of bilateral volatility spillovers across power markets in the EU. Altogether, these results provide important insights to policymakers and regulators with regards to greater integration of electricity markets and infrastructure improvements that would also help with the transition to low-carbon sources of power generation and strengthen energy security in Europe.
International Monetary Fund. European Dept.

IMF Country Report No. 24/284

International Monetary Fund. European Dept.
The 2024 Article IV Consultation highlights that the Latvian economy contracted with significant disinflation. Amid high uncertainty, growth is projected to rebound, but risks are tilted to the downside. Considering the improving outlook, the IMF Staff recommends a less expansionary, neutral fiscal stance for 2024 and a tighter fiscal stance in 2025. Although Latvia has some fiscal space, structural fiscal measures are needed to provide buffers for medium to long term spending pressures. Although the financial sector has so far been resilient, continued monitoring of macrofinancial vulnerabilities and spillovers is warranted. While the current macroprudential policy stance is broadly appropriate, the recent adjustment to the borrower-based measures for energy-efficient housing loans should be reconsidered. The overall policy stance strikes the right balance between maintaining financial stability and the need to extend credit to the economy. However, borrower-based macroprudential measures should be relaxed only when their presence is overly stringent from the financial stability perspective.
International Monetary Fund. European Dept.
This paper assesses recent developments in Latvia’s competitiveness and productivity in the context of Baltic economies. Latvia’s export market share has declined in recent years reflecting weakening external demand and the effects of EU trade sanctions, but only limited loss of competitiveness. Latvia faces weakening competitiveness. Latvia’s real effective exchange rate appreciation in recent years has been greater than that implied by its productivity trend, so the economy faces a narrowing competitiveness buffer. Latvia’s total factor productivity growth boost post-global financial crisis is unlikely to be sustained without structural reforms and efforts to increase capital investment. A decade-long weak investment, large infrastructure gaps, aging and emigration, and insufficient accumulation in skills weigh on Latvia’s productivity growth and competitiveness. These also pose risks that Lavia could be caught in a middle-income trap with low growth and slow convergence to euro area income level. Therefore, Latvia requires significantly higher investment for sustained convergence. In order to preserve Latvia’s competitiveness and build more resilience against future shocks, it is key to promote productivity growth via structural reforms and capital investment. Boosting productivity is also needed to meet challenges presented from Russia’s war in Ukraine and the ongoing transitions to sustain income convergence.
International Monetary Fund. European Dept.

Europe has experienced a barrage of large shocks in recent years that resulted in diverging trends in productivity growth, with significant productivity gaps across industries. Our analysis reveals that TFP growth is driven largely by the extent to which countries are involved in scientific and technological innovation as the leader country or benefiting from knowledge spillovers. The technological gap is a highly significant factor with a substantial economic magnitude in determining TFP growth as countries move towards the technological frontier by adopting new innovations and technologies. Narrowing innovation and technology gaps are key to advancing productivity growth on a sustainable basis. These findings have important policy implications, including policy measures and structural reforms to promote innovation and facilitate the diffusion of new and existing technologies.