Corresponding author: Niclas Frederic Poitiers ( niclas.poitiers@bruegel.org ) © 2020 Non-profit partnership “Voprosy Ekonomiki”.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY-NC-ND 4.0), which permits to copy and distribute the article for non-commercial purposes, provided that the article is not altered or modified and the original author and source are credited.
Citation:
Domínguez-Jiménez M, Poitiers NF (2020) An analysis of EU FDI inflow into Russia. Russian Journal of Economics 6(2): 144-161. https://doi.org/10.32609/j.ruje.6.55880
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This paper analyzes the trends and drivers of inward foreign direct investment in Russia between 2009 and 2019. The EU is the premier provider of FDI into Russia, even though we find that reported values overstate its role given the use of Special Purpose Entities (SPEs). Key drivers of Russian FDI flows are the price of oil and natural resource markets, macroeconomic volatility, monetary policy, sanctions and trade impediments. As FDI is highly concentrated in natural resource rich regions, we argue that a sectoral decomposition understates the importance of fossil fuel extraction. Based on this analysis as well as the literature on growth effects of FDI, we argue that Russia needs more investment into higher-value added activities.
foreign direct investment, economic growth, Russian economic development.
The Russian economy has seen a turbulent last decade throughout which it was deeply affected by the Great Financial Crisis (GFC) and the collapse of commodity prices (especially oil) that begun in 2014 and did not fully stabilize until 2016. FDI during this period experienced a medium to high degree of volatility, driven by several key drivers. Firstly, the evolution of the oil market has been a key determinant: not only is oil Russia’s core export, the oil industry is an important destination of FDI. Russia’s dependency on oil has made direct investment highly vulnerable to changes in the oil price. At the same time, partially given the pressure that depreciating oil places on the currency and the wider economy, the macroeconomic environment has been highly unstable. Monetary policy has been paramount in mitigating these effects. In this regard, the evolution of the exchange rate regime has had an important influence, with mixed success. Additional effects on FDI relate to the wider role of the Russian economy internationally. This includes aspects such as trade, which remains closely interrelated with this category of investment, as well as Western sanctions (and Russian countersanctions) that heavily targeted medium-term financing capabilities.
This paper examines how Russian FDI inflow has fared in the last decade taking into account these core drivers of FDI flows, inherent to the Russian economy. With this in mind, before delving deeper into the dynamics behind FDI, it is worth establishing a more detailed picture of the Russian environment.
The recent evolution of the Russian economy has been largely discouraging: in the decade since the GFC (2008–2018), average annualized growth of Russian nominal GDP (in dollars) was in fact slightly negative. The GFC resulted in an important drop in GDP, even though the economy largely recovered quickly given the monetary and fiscal response. A second downturn took place between 2014–2015, spurred by the collapse of the currency (which in turn had been put under massive pressure by the oil price collapse and Western sanctions). The rouble lost over half of its value against the dollar, yet central bank efforts ultimately stabilized the currency and decreased inflation (which was at 2.5% in 2017 from 12.9% in 2015).
At the same time, Russia faces important institutional challenges. Firstly, Russia has an ageing population which is expected to shrink by 7% by 2050.
Many of these systemic obstacles in the Russian business environment relate to the shift in corporate ownership during the transition to a market-based economy. Unlike other Warsaw Pact countries, Russia decided to privatize state-owned enterprises (SOEs) through first a voucher system and then a share-for-loans scheme. This resulted in a heavy domestic concentration of wealth and rendered FDI negligible (in contrast with countries like Poland which actively sought foreign investment).
Finally, Russian economic dependence on European investment is high, despite political attempts to diversify. Given growing EU decarbonization efforts, international isolation and structural issues it does not bode well for Russian investment and growth.
The Russian economy has received considerable attention in recent decades, with numerous studies delving into its systemic limitations and the drivers (and obstacles) of foreign investment. This section provides a brief overview of said literature.
Firstly,
A broader overview of the Russian economy is provided by the IMF’s country report on Russia (IMF, 2017) including macroeconomic and microeconomic environment; it diagnoses the main causes of economic deterioration.
An important body of literature has centered around FDI’s role in economies that rely heavily on energy exports (chiefly oil) as is the case of Russia.
On monetary policy and exchange rate volatility, the
In the last decade, FDI has seen a medium-to-high degree of volatility, in line with a tumultuous macroeconomic environment. This section will break-down the evolution of FDI inflows into the Russian Federation and its main points of origin.
Fig. 1 exhibits FDI stocks in Russia divided by major international players. During the period examined (2009–2017) European investors owned between 55% and 75% of Russian FDI stock (and regularly made up a large percentage of flows as evident in the graph) according to reported figures. Hence, Russian economic dependence on European investment is high. Regardless of recent efforts to diversify, Chinese investment remains orders of magnitude smaller. Fig. 2 thus breaks down stocks by EU member states or groups thereof.
FDI stock as reported (a) and ultimate investing country (UIC) estimates (b) (EUR billion).
Note: Offshore is the aggregate of UK Caribbean, the Bahamas, Bermuda, Panama and the Seychelles. Sources: European Commission Finflows (Joint JRC-DG ECFIN database);
That said, it is important to recognize that in recent years global FDI flows have been characterized by the prevalence of Special Purpose Entities (SPEs) and other conduits that are employed to minimize tax exposure and hide the ultimate origin of capital. This results in relatively small countries registering both FDI inflows and outflows many times those expected for a country of their GDP, flows that often do not “touch ground.” A panoply of studies has arisen that look to identify Ultimate Investing Country (UIC) and Ultimate Host Country (UHC). In order to illustrate this possible divergence, the second graphs in Fig. 1 and Fig. 2 present the estimates by
FDI stock as reported (a) and ultimate investing country (UIC) estimates (b), EU breakdown (EUR billion).
Note: The following groups have been employed: Baltics (Estonia, Latvia, Lithuania), CEE (Bulgaria, Croatia, Czech Republic, Hungary, Poland, Romania, Slovakia and Slovenia), EA Creditors (Austria, Belgium and Finland), EA Debtors (Portugal and Greece) and Financial Centers (Cyprus, Ireland, Luxembourg and Malta). Sources: European Commission Finflows (Joint JRC-DG ECFIN database);
At the same time, the significance of the EU is heightened when one considers that the second largest origin of FDI appears to be the Russian Federation itself. This investment is by construction not genuinely foreign; if subtracted from the total the EU becomes the consistent owner of over 50% of Russian FDI stock. Similarly, UNCTAD
Finally, offshore exhibits similar values when looking at reported data and UIC estimates. Even within the EU, after estimating the UIC a substantial part of FDI stocks still originate from financial centers, potentially hiding other origins. This indicates that while the estimation method implied managed to identify the UIC for some countries (like the Netherlands), it failed to do so for more opaque jurisdictions. It is plausible (indeed likely) that the majority of the investments coming from these financial centers originate from other countries, including Russia itself.
With this in mind, perhaps the first insight provided by the geographical breakdown of flows within the EU is the similarity in patterns between member states. While these member states operate from within the same regulatory framework (and often the same currency), bilateral relationships with Russia vary significantly and are affected by long-standing historical ties. Despite this (and leaving aside the differences in size) the trajectory followed by FDI inflows shows ample similarities between the exhibited groups (this is even more evident in data for flows than stocks), with key peaks and troughs being largely universal. This is a strong indication of the extent to which the volatility of the Russian environment dominates dynamics (be it through oil or macroeconomic instability) as well as, to a lesser extent, EU-wide geopolitical factors. Certain points of note include the small presence of Germany, only exacerbated in UIC estimates. In fact, German stock of Russian FDI has fallen gradually throughout the examined period. At the same time, French FDI stocks in Russia remain small, even though flows increased recently. The UK exhibits low stock values yet flows are volatile and prominent, as the absolute value of gross flows is large but fluctuating close to zero. This would indicate that these investments remain speculative and short-term. Part of this might be driven by Russian investors directing funds abroad through British entities.
At the same time, in line with our initial point, several member states clearly stand out for their outsized role, especially in officially reported figures. Firstly, the significance of the Netherlands is evident. While the Netherlands enjoy large net outflows of “genuine” FDI, they also hold a large number of SPEs which likely inflate official reported values. Indeed, UIC investment from the Netherlands is estimated to be much smaller, for a total stock of around 10.3 billion euro in 2017 (in stark contrast to the 105 billion euro found in reported figures). The financial centers category also plays a disproportionate role — the members of this group are chosen precisely because of their large balance sheets relative to GDP. Cypriot subsidiaries specifically host large amounts of assets for wider Russian entities, occasionally repatriated as FDI. However, these numbers remain within the same ballpark both for reported figures and the UIC estimates presented. It is plausible to assume that these flows are not originally from Cyprus, but hide capital from other countries, potentially from Russia itself.
Following this geographical division, this section will tackle thematic drivers of the evolution of FDI. These are divided into three main subsections: the energy sector, macroeconomics and monetary policy, and the international context (from trade to institutional obstacles).
The energy sector, most notably oil and gas, plays a predominant role in the Russian economy (as the source of over half of exports and the vast majority of their foreign currency reserves) and is the focus of a significant percentage of FDI inflows. The two main episodes of declining FDI (2009 and 2014) happened at a time of collapse in the price of oil, which on both occasions lost over 50% of its value within the span of a few months. Furthermore, in 2011 (which represents another instance of declining FDI), the price of oil declined by almost a third, even though it recovered fairly quickly.
The fall in oil price during these episodes (especially in 2009 and 2014) was driven by declining global demand, which since 2014 appears to be structural (the oil futures market would indicate there is little expectation of a recovery, as evident in Fig. 3). This, combined with an ambitious pledge to turn towards green energy in the EU (the premier consumer market for Russian oil and gas), presents a discouraging medium-term outlook for FDI into Russia. Even though FDI flows saw some level of recovery in 2016 despite the new (lower) equilibrium oil price, this recovery appears to have since partially subsided.
Brent crude oil price (U.S. dollars per barrel).
Note: Values after October 2019 reflect the futures market. The Brent benchmark is employed as a proxy for the oil market. In March 2020, after the submission of this paper, the price of Brent declined further. Source: Bloomberg.
Beyond these overall patterns, sectoral and regional distributions of FDI provide a greater insight into the role played by the energy sector. Fig. 4 shows data by the central bank on the sectoral distribution of FDI inflows for the four major sectors (while data for 22 sectors is provided, the remaining ones play a fairly negligible role and are all grouped in other). These four sectors are wholesale and retail trade, mining and quarrying (which according to the guidelines consists almost exclusively of fossil fuels), manufacturing and financial and insurance. It should be noted that the growth rate of the Russian GDP fluctuates quite substantially, contributing to some of the volatility seen in the graph.
Gross FDI flows per sector (% of GDP).
Note: Quarterly FDI figures are divided by quarterly FDI. Sources: Bank of Russia;
This picture is complemented by additional central bank data which distributes FDI inflows regionally. Excluding the wider Moscow area and, to a smaller extent, St. Petersburg, the oil and gas heavy Tyumen region (without its autonomous provinces) and the autonomous province of Yamalo-Nenets (Gazprom’s main hub) accounted for 45% of all remaining FDI in the first quarter of 2019 (the rest is shared between the remaining regions). These regions are fairly small, with little other economic activity. Other regions such as Sakhalin Island and Krasnoyarsk Krai, where oil is also an important part of the local economy, also rank highly. This indicates that sectoral data could underestimate the importance of the energy sector when contrasted with regional data. Some of the non-mining and quarrying investments appear to be going into the businesses directly related to oil and gas extraction. After all, the extraction process is made up of many other required activities beyond explicit mining and quarrying, yet these are reflected in different sectoral categories and as such are very hard to disentangle.
The previous data indicates that a large proportion of overall FDI into Russia is directed to the oil and gas industry, especially when Russia’s two large cities are excluded. This has important implications. Studies have shown that the concentration of FDI into natural resource sectors negatively affects the GDP of the Ultimate Host Country (UHC).
At the same time, these values underestimate the extent of FDI activity that enters and exits Russia regularly. Ultimately, gross inflows represent the net acquisition of assets by foreigners in Russia and as such can be negative (net flows would be the net acquisition of assets minus the net acquisition of liabilities).
Gross foreign acquisition (a) and sale (b) of Russian assets per sector (% of GDP).
Notes: Quarterly FDI figures are divided by quarterly FDI. Source: Bank of Russia;
Finally, the “Dutch disease” effect of natural resource exploitation played a key role in the Russian economy. This term describes the phenomenon that arises when a natural resource windfall results in a rapid real appreciation of the currency, worsening terms of trade for other exports and reducing the competitiveness of other industries, hurting the wider economy. This took place in Russia during the early 2000s, when increases in the price of oil resulted in a gradual real appreciation of the rouble reducing investment into non-fossil fuel sectors (as they became increasingly uncompetitive in international markets).
Furthermore, beyond the immediate damage, the effects of this period persisted after the currency appreciation was reversed. The
At the same time, the volatile macroeconomic environment and monetary policy have affected FDI flows. In this regard, it is first worth noting that FDI flows are traditionally considered less volatile than other forms of international capital flows, as they represent a much more substantial level of involvement in a particular entity that will be harder to exit and as such, less prone to speculation. That said, the role of the macro environment is not only relevant but heightened for FDI into the oil sector, as this remains more speculative given the degree of volatility in oil markets.
The rouble has been heavily affected by changes in the price of oil in recent decades. After all, oil exports contributed the largest share of dollar reserves for a country that until 2015 regularly intervened in foreign exchange markets in order to manage the exchange rate. This volatility of the rouble has heightened many of the FDI effects of fluctuations in the oil price, although monetary policy has helped mitigate the volatility of certain episodes. This section explores two different impacts of monetary policy: firstly, the efforts of the central bank and their mitigating effect; secondly the change from exchange rate management to inflation targeting that was formalized in 2014 and its consequences.
The Russian Central Bank has actively participated in foreign currency markets in the past two decades, and used monetary policy to pursue both exchange rate and inflation objectives. Between the year 2000 and today, the rouble exchange rate has evolved from being very tightly controlled (2000–2005) to being free-floating in an inflation targeting regime.
Following the GFC of 2008, the Bank of Russia identified downward pressure on the rouble caused by capital flight and the erosion of the country’s current account balance. They allowed the gradual depreciation of the rouble by progressively widening the currency band and simultaneously supporting the rouble through market operations, depleting a third of central bank reserves in three months in the process
At the same time, greater flexibility and the announcement in 2014 of the pursuit of a fully floating exchange rate and an inflation-targeting system had the opposite effect to the previously described policies. These announcements took place at a time when pressure on the currency was mounting and likely contributed to the heavy depreciation of the rouble. The implication that the central bank would allow the currency to float freely naturally weakened the rouble’s credibility and caused a (mild) episode of capital flight. In fact, in the ensuing months the central bank went to great efforts to support the currency, partially subverting monetary policy to this end. While officially the exchange rate target was given up in November 2014, the central bank intervened heavily to prevent the collapse of the currency up to the end of 2014 and in the first weeks of 2015. Indeed, while the decline in reserves is the evidence of central bank efforts (its reserves fell by close to 30% between 2013 and 2015, see Fig. 8), this episode is characterized by the rapid rise of the policy rate as can be seen in the graph (see Fig. 7).
Overall, the effects of the currency’s collapse (and ensuing negative effects on FDI) were undoubtedly mitigated by the rapid and largely thorough actions of the central bank. Furthermore, the fact that the Russian currency fared fairly well throughout 2018 and was not heavily affected by turmoil and capital flight in other emerging economies is a testament to the credibility of this inflation-targeting system (especially as these times of turmoil coincided with new rounds of sanctions as will be explored below).
Russian reserve assets (billions U.S. dollars).
Note: Reserve assets according to BMP6 (monetary gold, SDR holdings, reserve position in the IMF, currency and deposits, securities, financial derivatives, and other claims). Source: IMF, International Financial Statistics.
Finally, it is worth qualifying this analysis by pointing out that while the impact of these effects is substantial, it is important to understand that the oil sector in Russia remains fairly dollarized — many contracts (both commercial and investment) are concluded in foreign jurisdictions and denominated in foreign currency. As such, they are not affected by fluctuations in the rouble. At the same time, energy companies hold fairly large shares of dollar debt (for largely dollar revenues). Therefore, FDI into the energy sector can remain relatively detached from movements in the currency, at least from the point of view of daily operations. However, the insecurity that foreign exchange volatility poses to value chain management of multinational enterprises does cause a certain degree of uncertainty, while the associated political tensions deter foreign investors. Indeed, it is worth noting that energy companies still depend on domestic revenues and costs. As such, an excessive degree of dollarization and, more specifically, a very large share of dollar debt will make companies vulnerable to large fluctuations in the rouble by raising their probability of default. At the same time, there has recently been an evolution among Russian oil giants who are widely concluding euro-denominated contracts. Indeed, Rosneft, one of the world’s largest oil companies controlled by the Russian state, announced all contracts will henceforth be in euro.
The drivers of turbulence in Russian FDI are established throughout this paper. However, when analysing the environment of only one country, one can get lost in its inherent idiosyncrasies and lose sight of the wider picture. This paragraph seeks to avoid that by looking at how other emerging economies fared during the same time period: how their FDI inflow evolved (especially from the European Union) and how they were affected by the global macroeconomic environment (chiefly the aftermath of the financial crisis and the commodities prices collapse of 2014).
Firstly, it is worth laying out our choice of comparison countries. Besides the broader discussion of emerging markets, this section will establish a comparison between the situation in Russia and that of Brazil, India, Turkey and South Africa. These countries have been chosen for their similarities with Russia in several different general macro metrics; three of them are also members of the BRICS while Turkey shares Russian dependence on the EU and similarly close economic ties. All chosen countries have substantial commodity exports although, according to UNCTAD, Russia is the most dependent on commodities, which made up 76% of exports in 2017 (compared to around 60% for Brazil and South Africa, 39% for India and 22% for Turkey). The predominance of oil further enhances vulnerability to the oil price.
Secondly, it is worth looking at the overall evolution of emerging markets in the past decade. In this regard, it is important to note that this is thought to encompass a period of relative calm with no excessive contagion across countries or regions. In fact,
Thirdly, the relevance of the GFC remains significant throughout emerging markets, even though they were proportionately less affected than during past episodes. After all, the decline in global demand hurt commodity prices and the global surge towards safe assets caused large capital outflows from emerging economies, causing widespread depreciation. Turbulence in financial markets further raised risk premiums on emerging market debt.
Additionally, the collapse in commodity prices in 2014–2016 had an important impact on emerging market economies, where commodity exports are on average a much larger percentage of economic output. While this signifies a period of important shock,
Finally, these episodes had an important effect on FDI inflows into these countries; a closer look at the data is warranted. This analysis will focus on FDI from the EU for the sake of consistency. As is evident on Fig. 9, India and South Africa enjoy a much less developed investment relationship with the EU (in relation to their GDP) than Russia. This is unsurprising; the geographical and cultural ties between the EU and Russia have allowed for stronger commercial and investment flows. What remains more striking is the role played by Brazil. As of 2017, Brazil and Turkey remained en par in terms of EU ownership of their FDI stock, both above Russia. In fact, while Brazil and Russia were at around the same values in 2009, Brazil has now surpassed Russia by around 7 percentage points (or over 30 percent). More generally, of the five countries, Russia is the one that sees the lowest growth in FDI stock. It grew by only 83% between 2008 and 2017, in comparison to 222% for Brazil or 303% for India.
EU FDI flows (a) and EU FDI stocks (b) (% of GDP).
Note: Data for Brazil, India, Russia, Turkey and South Africa. Source: European Commission Finflows (Joint JRC-DG ECFIN database).
At the same time, while the volatility of FDI flows can cloud underlying trends, of all the countries examined Brazil is the only one that receives positive gross flows every single year; values for the rest fluctuate with periods of negative flows (especially South Africa and Russia). This can explain Brazil’s build-up vis-à-vis the rest. Finally, this comparison allows for an analysis of the relative volatility of FDI flows into Russia. By calculating the standard deviation of FDI flows, we can see that Russia (at 13.2 billion) ranks second in terms of volatility after Brazil (at 17.4 billion) and much higher than India or Turkey which stand at 4 billion.
Furthermore, the effects of the GFC of 2008-9 are evident for all the examined countries. Russia’s values are fairly standard in this regard (albeit more pronounced in stocks than in flows). As was explained below, the effects were more strongly felt in EMEA (Europe, Middle East and Africa) and Latin America, which partially explains why India was the least affected. In contrast, Russia appears to be the most affected by the commodities price collapse of 2014. Given their much higher reliance on oil exports, this is unsurprising, especially when in tandem with the other previously described drivers. Only India also experienced a fall in flows that year, a fall which was much more limited. That said, South Africa did see a significant fall in 2016 which is thought to be partially attributable to the same episode. It is worth noting that their reliance on commodity exports is also high, albeit smaller.
Finally, FDI is only one category of investment, which in itself is only one aspect of bilateral economic relations (the other prominent category being trade). Economic relations are further affected by institutional structures, or the lack thereof, that facilitate cross-border operations. This sub-section thus explores the relation between FDI and other economic ties, chiefly trade, as well as how FDI has been affected by the institutional obstacles to a deeper relationship.
Firstly, it is important to mention that FDI and trade generally enjoy a deep level of interrelation, which has been widely established. After all, FDI provides foreign players with a domestic infrastructure that facilitates operations and can even serve as a substitute for trade when regulation so dictates. FDI can thus signal an investment into the medium-term commercial relation. Lukewarm FDI numbers between the EU and Russia are thus related to the fact that trade in goods between them has been falling for the past decade, with both gross imports and gross exports decreasing by almost a quarter between 2008 and 2018. Furthermore, in 2018 oils and mineral fuels
At the same time, in the economic literature, the growth effects of FDI have been found to be mostly originating from knowledge transfers and spillovers.
With that in mind, it is worth looking at the more institutional obstacles to economic relations. Overall, the environment is characterized by a lack of institutional infrastructure and recent hostility, complicating the development of closer ties.
Firstly, the Russian Federation only entered the WTO in 2012. It has also only concluded trade agreements with 10 countries, mostly from the Commonwealth of Independent States (CIS). In 2017, these free trade agreements covered only 11% of Russian exports, while EU-28 trade accounted for more than half of Russia’s exports. The comparative advantages of the other members of the CIS are very similar to Russia’s, with economies mostly exporting natural resources, reducing the economic value of mutual trade.
Secondly, recent years have been characterized by political hostility between Russia and the West resulting in damaging economic sanctions (and the looming threat thereof) that reduced the attractiveness of the Russian market for foreign investors at a time that was presenting important opportunities for diversification. This was both because of the growing practical difficulties of investing (medium and long-term financing has been targeted), increased barriers to trade that make Russia a less attractive manufacturing hub and the overall damage to the growth potential of the Russian economy. Sanctions and ensuing tensions have a negative effect on FDI, especially beyond the energy sector, both reducing overall FDI and raising the importance of this sector further.
It is difficult to disentangle the effects of Western sanctions introduced following the annexation of Crimea in 2014 from the other factors. Nonetheless, the
The new rounds of US sanctions in 2018 had a limited effect but were targeted at Russian elites. Both episodes were followed by minor rouble depreciation, which nonetheless coincided with a time of generalized capital outflow from emerging markets. Finally, the possibility of future sanctions deters investors given the potential legal uncertainty.
Russia is facing a window of opportunity to modernize its economy and progress up the value chain, or it will face significant economic headwinds given its fossil-fuel based ageing economy. Demographic change poses an important challenge to growth, while the dependency ratio is only held back by a low life expectancy among men. Meanwhile, current economic activity relies heavily on European investment and the European market, yet natural resources remain at the core of the relationship. Given European efforts to go green, this source of activity remains highly threatened in the medium term (see
That said, Russia is well located to be the host of the outsourced manufacturing of European economies. The EU can offer FDI in high value-added activities, while China remains a competitor in lower- and medium-level segments of the value chain and the US is a net exporter of oil with even higher foreign policy tensions with Russia.
The new European Commission has stated its aim of becoming a “Geopolitical Commission.” While geopolitics lie outside the scope of this paper, the challenge posed by Russia has been widely recognized. Large parts of Eastern and Central Europe will remain reliant on Russian fossil fuel exports for their energy needs in the near future, providing Russia with political leverage (as shown by Nord Stream 2 controversy) which it is free to exercise. That said, Russian economic dependence on Europe is very significant and provides the EU with substantial clout. Europe’s strong advantage in high value-added sectors raises the value of European FDI. In the right investment climate, Russia could benefit considerably from this, which could form the base of a more sustainable growth. A higher diversification of the Russian economy would not only allow for the spread of knowledge and technology spillovers through manufacturing, it would also increase the stability of the macroeconomic environment and reduce pressure on the rouble from oil price fluctuations. It would also gradually wean Russia off a sector with very poor medium-term prospects.
We are grateful for the comments from Marek Dabrowski, Guntram Wolff, Maria Demertzis and Martynas Baciulis as well as for the feedback from participants of the seminar “Russian economy at the crossroads: how to boost long-term growth?.”