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INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING
No. 1 (112), Аpril 2020
Macroeconomic Forecast Ukraine
Сoronacrisis
EXECUTIVE SUMMARY
This forecast was done in a highly volatile environment and under assumptions that may not turn out to be
true. We assume most of the economic activity restrictions to be lifted by the end of the second quarter. We
expect substantial damage to the economy from domestic restrictions and lower external demand. A gradual
recovery is expected in the second half of 2020, but economic activity will remain lower than the pre-crisis
level. We project real GDP to fall by 5.9% in 2020. Consumer inflation is forecasted to accelerate only to 7.5%
yoy in December as weak demand will limit the impact of higher inflation expectations and weaker hryvnia.
We used UAH 28.7 per USD as an average 2020 exchange rate in forecast calculations.
Key forecast figures
2014 2015 2016 2017 2018 2019P 2020F
Real GDP, % yoy -6.6 -9.8 2.4 2.5 3.4 3.2 -5.9
Consolidated fiscal balance, % of GDP -4.5 -1.6 -2.3 -1.4 -1.1 -1.5 -5.4
Current account balance, % of GDP -3.4 1.8 -1.4 -2.2 -3.4 -0.7 -4.0
CPI, % yoy eop 24.9 43.3 12.4 13.7 9.8 4.1 7.5
Note: P - preliminary, F - forecast, yoy - year-on-year change, eop - end of the period,
Source: Ukrstat, NBU, State Treasury, IER calculations and forecasts
Forecast calculations were completed on March 31, 2020.
Authors: Vitaliy Kravchuk, Veronika Movchan
INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING Forecast No.1 (112)
2
MACROECONOMIC FORECAST UKRAINE
This forecast was done during great uncertainty and thus may become
irrelevant in a matter of weeks if not days. Still, we believe it a useful
exercise that may help guide economic policy and business decisions.
We assume that most quarantine-related restrictions on the economic
activity in Ukraine will be phased out by the end of the second quarter
of 2020. We also expect that damage to the global economy due to
the pandemics will be significant but not catastrophic, as global
stimulus measures will contain some of the economic damage. Some
restrictions on international travel will likely persist until pandemics is
fully contained.
Quarantine restrictions are expected to lead to a sharp drop in
economic activity as a significant part of consumer-facing businesses
were closed as “non-essential” including non-food retailers, consumer
services, passenger transportation (with some exceptions), culture
and art establishments. Hotels and restaurants lost a large part of their
business or completely closed.
Employees, that were laid off or furloughed, lost some or all of their
income (depending on their eligibility for social welfare payments and
payments by their employers). This undercut consumer demand. We
expect the recovery of consumer demand to be gradual as some jobs
lost during the coronacrisis may stay lost, and consumer confidence
may remain shaky. We project real household consumption to drop by
6.6% in 2020.
A large part of ongoing public and private investment projects may be
suspended or delayed during the quarantine. Investment sentiment
may remain subdued after quarantine is lifted due to ongoing
uncertainly about external and domestic demand as well as lower
access to financing. Thus, we forecast real fixed investment to drop
by over 16% in 2020
We assume that the impact of global quarantine restrictions on
logistics of international trade will be moderate and that there will be
no large-scale disruptions preventing cross-border deliveries. We
expect exports to drop primarily in response to lower external
demand. Demand for agricultural exports is not likely to drop
significantly, but supply may be limited by smaller 2020 harvest due
to unfavourable weather conditions. Steel exports are expected to
continue but decrease significantly in response to lower demand and
less favourable prices. Overall, we project exports of goods and
services to drop by over 10% in real terms in 2020.
The decline in imports is expected to be larger than that of exports.
Quarantine restrictions and lower incomes will cause a significant drop
in demand for imported consumer goods. Disruption of investment
plans is projected to have a similar or even larger impact on imports
of investment goods. Real imports are forecasted to drop by 14.5% in
2020.
Overall real GDP is projected to fall by 5.9% in 2020. We used an
average exchange rate of UAH 28.7 per USD in our forecast under the
assumption of effective IMF program (with tranches allocated for
budget purposes) and support provided to Ukraine by other
international partners (including the World Bank, the EU).
The sharp decline in energy prices, lower demand for imports and
extensive stimulus measures in the United States increasing supply of
dollars are expected to limit further pressure on the exchange rate.
Weak consumer demand and low global commodity prices are
expected to limit inflation pressure. However, significant weakening of
hryvnia vs US dollar and an increase in inflation expectations will drive
the consumer inflation up to 7.5% yoy in December 2020.
-15
-10
-5
0
5
10
15
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019P
2020F
Net exports
Investments
Government consumption
Private consumption
GDP
Contributions to real GDP growth
p.p.
Note: P - preliminary, F - forecast
Source: Ukrstat, IER calculations
Key assumptions:
 Quarantine restrictions on economic
activity will be lifted by the end of second
quarter of 2020
 Stimulus measures in developed
economies will be sufficiently effective to
prevent catastrophic damage to global
economy but recovery will be gradual.
 Cooperation with international donors will
continue in 2020.
 There will be no breakdown in international
trade.
 Ukrainian financial sector will remain stable
 International travel restrictions will remain
throughout 2020
INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING Forecast No.1 (112)
3
Tables
Forecast calculations were completed on March 31, 2020.
2013 2014 2015 2016 2017 2018 2019P 2020F
UAH bn 1465 1587 1989 2385 2984 3561 4058 4035
USD bn 183.3 133.7 91.2 93.4 112.2 130.9 157.1 140.6
% yoy 0.0 -6.6 -9.8 2.4 2.5 3.4 3.2 -5.9
Private consumption, real % yoy 6.9 -8.3 -19.8 2.7 9.5 9.3 11.9 -6.6
State consumption, real % yoy -0.9 1.1 1.7 -0.5 5.2 -0.1 -4.9 -1.7
Fixed capital accumulation, real % yoy -8.4 -24.0 -9.2 20.4 16.1 16.6 14.2 -16.3
Exports, real % yoy -8.1 -14.2 -13.2 -1.8 3.8 -1.3 6.7 -10.7
Imports, real % yoy -3.5 -22.1 -16.7 9.3 12.6 3.0 6.3 -14.5
Agriculture, real % yoy 13.0 2.3 -4.4 6.3 -2.5 8.0 1.3 -6.0
Industry, real % yoy -7.1 -10.5 10.4 2.3 0.2 1.8 -0.5 -8.8
Trade, repair services, real % yoy 0.2 -13.9 -15.6 4.3 2.6 4.6 3.6 -9.0
Transport, real % yoy 0.4 -10.0 -2.5 3.1 4.2 1.6 3.5 -11.5
Table 2. Incomes and Unemployment rate
2013 2014 2015 2016 2017 2018 2019P 2020F
% yoy 6.1 -8.4 -22.2 0.8 10.9 9.9 14.9 -11.0
% 7.3 9.3 9.1 9.3 9.5 9.1 8.2 9.5
Table 3. Fiscal Indicators
2013 2014 2015 2016 2017 2018 2019P 2020F
UAH bn 438.9 455.9 652.0 782.9 1017.0 1184.3 1289.8 1215.5
% of 30.0 28.7 32.8 32.8 34.1 33.3 31.8 30.1
UAH bn 55.0 40.2 39.1 60.2 73.4 106.2 117.3 113.8
% of 3.8 2.5 2.0 2.5 2.5 3.0 2.9 2.8
UAH bn 128.3 139.0 178.5 235.5 314.0 374.5 378.7 356.6
% of 8.8 8.8 9.0 9.9 10.5 10.5 9.3 8.8
UAH bn 72.2 75.2 100.0 138.8 185.7 229.9 275.5 266.2
% of 4.9 4.7 5.0 5.8 6.2 6.5 6.8 6.6
UAH bn 505.8 523.0 679.9 835.6 1056.8 1223.3 1351.2 1433.0
% of 34.5 33.0 34.2 35.0 35.4 34.4 33.3 35.5
Current consolidated fiscal % of 32.5 31.7 31.8 32.0 32.1 31.1 30.0 32.9
Capital consolidated fiscal % of 2.0 1.3 2.4 3.1 3.3 3.3 3.3 2.6
% of
GDP
-4.3 -4.5 -1.6 -2.3 -1.4 -1.1 -1.5 -5.4
Table 4. Balance of Payments
2013 2014 2015 2016 2017 2018 2019P 2020F
USD bn -16.8 -4.6 1.6 -1.3 -2.4 -4.5 -1.1 -5.6
% of -9.1 -3.4 1.8 -1.4 -2.2 -3.4 -0.7 -4.0
Exports of goods USD bn 65.0 50.6 35.4 33.6 39.7 43.3 46.1 38.7
Imports of goods USD bn -85.0 -57.7 -38.9 -40.5 -49.4 -56.0 -60.1 -50.1
Balance of services USD bn 4.1 2.5 1.1 0.5 1.0 1.4 1.8 3.6
USD bn 18.7 -9.2 -0.4 3.3 4.5 5.7 6.1 -2.2
Direct investments USD bn 3.4 0.3 3.0 3.3 2.6 2.4 2.5 0.5
Table 5. CPI and exchange rate
2013 2014 2015 2016 2017 2018 2019P 2020F
% yoy -0.3 12.1 48.7 13.9 14.4 10.9 7.9 4.6
% yoy 0.5 24.9 43.3 12.4 13.7 9.8 4.1 7.5USD
aop 7.99 11.87 21.81 25.55 26.60 27.20 25.84 28.70
eop 7.99 15.77 24.00 27.19 28.07 27.69 23.69 29.00
Note: P - preliminary, F - forecast, yoy - year-on-year change, aop - average of the period, eop - end of period
GDP data based on SNA-2008 and KVED-2010. Since 2010 data excludes Crimea and Sevastopil.
Capital and Financial Accounts
Consumer price index (CPI)
Exchange rate (official)
Real disposable incomes
Table 1. National Accounts (GDP)
Consolidated fiscal balance (without bank
and Naftogaz recapitalisation)*
* Consolidated fiscal balance as reported by the State Treasury
Current Account balance
Unemployment rate (ILO methodology,
economically active individuals aged
between 15 and 70 years old)
Consolidated fiscal revenues
EPT revenues
VAT revenues
PIT revenues
Consolidated fiscal expenditures
Nominal GDP
Real GDP
GDP expenditure side components
GDP production side components
INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING Forecast No.1 (112)
4
Abbreviations:
yoy year-on-year change
avg average
cum cumulative
mom month on month change
qoq quarter on quarter change
p.a. per annum
eop end of the period
aop average of the period
Ukrstat State Statistics Service of Ukraine
NBU National Bank of Ukraine
USD US dollar
UAH hryvnia
m million
bn billion
EPT Enterprise profit tax
VAT Value added tax
PIT Personal income tax
SSC Single social contribution
Contact information:
Institute for Economic Research
and Policy Consulting
Reytarska St. 8/5-A, 01030 Kyiv
Tel. (+38044) 278-6342
Fax (+38044) 278-6336
E-mail: institute@ier.kyiv.ua
http://www.ier.com.ua
Head of the Board
Igor Burakovsky
burakovsky@ier.kyiv.ua
Chief Executive
Oksana Kuziakiv
kuziakiv@ier.kyiv.ua
Academic Director
Veronika Movchan
movchan@ier.kyiv.ua
Centre for Economic Studies
Oleksandra Betliy
betliy@ier.kyiv.ua
Vitaliy Kravchuk
kravchuk@ier.kyiv.ua
Iryna Kosse
kosse@ier.kyiv.ua
Kateryna Furmanets
furmanets@ier.kyiv.ua
Yevhen Anhel
anhel@ier.kyiv.ua
Andrii Butin
butin@ier.kyiv.ua
Kateryna Furmanets
furmanets@ier.kyiv.ua
Center for Contemporary Society Studies
Iryna Fedets
fedets@ier.kyiv.ua
Disclaimer
This Macroeconomic Forecast of Ukraine has been prepared by the Institute for Economic Research and Policy
Consulting for informational purposes only. Any forecast figures and estimates in this report are statements of
our judgments as of date publication and can be changed without notice. Any opinions expressed herein may
differ from the views expressed by the government, business entities and research institutions due to different
assumptions and/or methodology. Although we used our best efforts in preparing this forecast, we cannot
ensure that it is not untrue or misleading at the time of publication. The Institute for Economic Research and
Policy Consulting makes no representation that the information contained herein is accurate or complete. We
make no guarantees for the usefulness of this report as a basis for any particular purposes. The IER does not
take any responsibility for any losses or another injury that directly or indirectly resulted from the use of any
part of this publication. This report in whole or in part may not be reproduced, distributed or published by any
person for any purpose without the prior Institute's permission. When quoting please cite Institute for Economic
Research and Policy Consulting.

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Macroeconomic Forecast Ukraine - Сoronacrisis (April, 2020)

  • 1. INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING No. 1 (112), Аpril 2020 Macroeconomic Forecast Ukraine Сoronacrisis EXECUTIVE SUMMARY This forecast was done in a highly volatile environment and under assumptions that may not turn out to be true. We assume most of the economic activity restrictions to be lifted by the end of the second quarter. We expect substantial damage to the economy from domestic restrictions and lower external demand. A gradual recovery is expected in the second half of 2020, but economic activity will remain lower than the pre-crisis level. We project real GDP to fall by 5.9% in 2020. Consumer inflation is forecasted to accelerate only to 7.5% yoy in December as weak demand will limit the impact of higher inflation expectations and weaker hryvnia. We used UAH 28.7 per USD as an average 2020 exchange rate in forecast calculations. Key forecast figures 2014 2015 2016 2017 2018 2019P 2020F Real GDP, % yoy -6.6 -9.8 2.4 2.5 3.4 3.2 -5.9 Consolidated fiscal balance, % of GDP -4.5 -1.6 -2.3 -1.4 -1.1 -1.5 -5.4 Current account balance, % of GDP -3.4 1.8 -1.4 -2.2 -3.4 -0.7 -4.0 CPI, % yoy eop 24.9 43.3 12.4 13.7 9.8 4.1 7.5 Note: P - preliminary, F - forecast, yoy - year-on-year change, eop - end of the period, Source: Ukrstat, NBU, State Treasury, IER calculations and forecasts Forecast calculations were completed on March 31, 2020. Authors: Vitaliy Kravchuk, Veronika Movchan
  • 2. INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING Forecast No.1 (112) 2 MACROECONOMIC FORECAST UKRAINE This forecast was done during great uncertainty and thus may become irrelevant in a matter of weeks if not days. Still, we believe it a useful exercise that may help guide economic policy and business decisions. We assume that most quarantine-related restrictions on the economic activity in Ukraine will be phased out by the end of the second quarter of 2020. We also expect that damage to the global economy due to the pandemics will be significant but not catastrophic, as global stimulus measures will contain some of the economic damage. Some restrictions on international travel will likely persist until pandemics is fully contained. Quarantine restrictions are expected to lead to a sharp drop in economic activity as a significant part of consumer-facing businesses were closed as “non-essential” including non-food retailers, consumer services, passenger transportation (with some exceptions), culture and art establishments. Hotels and restaurants lost a large part of their business or completely closed. Employees, that were laid off or furloughed, lost some or all of their income (depending on their eligibility for social welfare payments and payments by their employers). This undercut consumer demand. We expect the recovery of consumer demand to be gradual as some jobs lost during the coronacrisis may stay lost, and consumer confidence may remain shaky. We project real household consumption to drop by 6.6% in 2020. A large part of ongoing public and private investment projects may be suspended or delayed during the quarantine. Investment sentiment may remain subdued after quarantine is lifted due to ongoing uncertainly about external and domestic demand as well as lower access to financing. Thus, we forecast real fixed investment to drop by over 16% in 2020 We assume that the impact of global quarantine restrictions on logistics of international trade will be moderate and that there will be no large-scale disruptions preventing cross-border deliveries. We expect exports to drop primarily in response to lower external demand. Demand for agricultural exports is not likely to drop significantly, but supply may be limited by smaller 2020 harvest due to unfavourable weather conditions. Steel exports are expected to continue but decrease significantly in response to lower demand and less favourable prices. Overall, we project exports of goods and services to drop by over 10% in real terms in 2020. The decline in imports is expected to be larger than that of exports. Quarantine restrictions and lower incomes will cause a significant drop in demand for imported consumer goods. Disruption of investment plans is projected to have a similar or even larger impact on imports of investment goods. Real imports are forecasted to drop by 14.5% in 2020. Overall real GDP is projected to fall by 5.9% in 2020. We used an average exchange rate of UAH 28.7 per USD in our forecast under the assumption of effective IMF program (with tranches allocated for budget purposes) and support provided to Ukraine by other international partners (including the World Bank, the EU). The sharp decline in energy prices, lower demand for imports and extensive stimulus measures in the United States increasing supply of dollars are expected to limit further pressure on the exchange rate. Weak consumer demand and low global commodity prices are expected to limit inflation pressure. However, significant weakening of hryvnia vs US dollar and an increase in inflation expectations will drive the consumer inflation up to 7.5% yoy in December 2020. -15 -10 -5 0 5 10 15 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019P 2020F Net exports Investments Government consumption Private consumption GDP Contributions to real GDP growth p.p. Note: P - preliminary, F - forecast Source: Ukrstat, IER calculations Key assumptions:  Quarantine restrictions on economic activity will be lifted by the end of second quarter of 2020  Stimulus measures in developed economies will be sufficiently effective to prevent catastrophic damage to global economy but recovery will be gradual.  Cooperation with international donors will continue in 2020.  There will be no breakdown in international trade.  Ukrainian financial sector will remain stable  International travel restrictions will remain throughout 2020
  • 3. INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING Forecast No.1 (112) 3 Tables Forecast calculations were completed on March 31, 2020. 2013 2014 2015 2016 2017 2018 2019P 2020F UAH bn 1465 1587 1989 2385 2984 3561 4058 4035 USD bn 183.3 133.7 91.2 93.4 112.2 130.9 157.1 140.6 % yoy 0.0 -6.6 -9.8 2.4 2.5 3.4 3.2 -5.9 Private consumption, real % yoy 6.9 -8.3 -19.8 2.7 9.5 9.3 11.9 -6.6 State consumption, real % yoy -0.9 1.1 1.7 -0.5 5.2 -0.1 -4.9 -1.7 Fixed capital accumulation, real % yoy -8.4 -24.0 -9.2 20.4 16.1 16.6 14.2 -16.3 Exports, real % yoy -8.1 -14.2 -13.2 -1.8 3.8 -1.3 6.7 -10.7 Imports, real % yoy -3.5 -22.1 -16.7 9.3 12.6 3.0 6.3 -14.5 Agriculture, real % yoy 13.0 2.3 -4.4 6.3 -2.5 8.0 1.3 -6.0 Industry, real % yoy -7.1 -10.5 10.4 2.3 0.2 1.8 -0.5 -8.8 Trade, repair services, real % yoy 0.2 -13.9 -15.6 4.3 2.6 4.6 3.6 -9.0 Transport, real % yoy 0.4 -10.0 -2.5 3.1 4.2 1.6 3.5 -11.5 Table 2. Incomes and Unemployment rate 2013 2014 2015 2016 2017 2018 2019P 2020F % yoy 6.1 -8.4 -22.2 0.8 10.9 9.9 14.9 -11.0 % 7.3 9.3 9.1 9.3 9.5 9.1 8.2 9.5 Table 3. Fiscal Indicators 2013 2014 2015 2016 2017 2018 2019P 2020F UAH bn 438.9 455.9 652.0 782.9 1017.0 1184.3 1289.8 1215.5 % of 30.0 28.7 32.8 32.8 34.1 33.3 31.8 30.1 UAH bn 55.0 40.2 39.1 60.2 73.4 106.2 117.3 113.8 % of 3.8 2.5 2.0 2.5 2.5 3.0 2.9 2.8 UAH bn 128.3 139.0 178.5 235.5 314.0 374.5 378.7 356.6 % of 8.8 8.8 9.0 9.9 10.5 10.5 9.3 8.8 UAH bn 72.2 75.2 100.0 138.8 185.7 229.9 275.5 266.2 % of 4.9 4.7 5.0 5.8 6.2 6.5 6.8 6.6 UAH bn 505.8 523.0 679.9 835.6 1056.8 1223.3 1351.2 1433.0 % of 34.5 33.0 34.2 35.0 35.4 34.4 33.3 35.5 Current consolidated fiscal % of 32.5 31.7 31.8 32.0 32.1 31.1 30.0 32.9 Capital consolidated fiscal % of 2.0 1.3 2.4 3.1 3.3 3.3 3.3 2.6 % of GDP -4.3 -4.5 -1.6 -2.3 -1.4 -1.1 -1.5 -5.4 Table 4. Balance of Payments 2013 2014 2015 2016 2017 2018 2019P 2020F USD bn -16.8 -4.6 1.6 -1.3 -2.4 -4.5 -1.1 -5.6 % of -9.1 -3.4 1.8 -1.4 -2.2 -3.4 -0.7 -4.0 Exports of goods USD bn 65.0 50.6 35.4 33.6 39.7 43.3 46.1 38.7 Imports of goods USD bn -85.0 -57.7 -38.9 -40.5 -49.4 -56.0 -60.1 -50.1 Balance of services USD bn 4.1 2.5 1.1 0.5 1.0 1.4 1.8 3.6 USD bn 18.7 -9.2 -0.4 3.3 4.5 5.7 6.1 -2.2 Direct investments USD bn 3.4 0.3 3.0 3.3 2.6 2.4 2.5 0.5 Table 5. CPI and exchange rate 2013 2014 2015 2016 2017 2018 2019P 2020F % yoy -0.3 12.1 48.7 13.9 14.4 10.9 7.9 4.6 % yoy 0.5 24.9 43.3 12.4 13.7 9.8 4.1 7.5USD aop 7.99 11.87 21.81 25.55 26.60 27.20 25.84 28.70 eop 7.99 15.77 24.00 27.19 28.07 27.69 23.69 29.00 Note: P - preliminary, F - forecast, yoy - year-on-year change, aop - average of the period, eop - end of period GDP data based on SNA-2008 and KVED-2010. Since 2010 data excludes Crimea and Sevastopil. Capital and Financial Accounts Consumer price index (CPI) Exchange rate (official) Real disposable incomes Table 1. National Accounts (GDP) Consolidated fiscal balance (without bank and Naftogaz recapitalisation)* * Consolidated fiscal balance as reported by the State Treasury Current Account balance Unemployment rate (ILO methodology, economically active individuals aged between 15 and 70 years old) Consolidated fiscal revenues EPT revenues VAT revenues PIT revenues Consolidated fiscal expenditures Nominal GDP Real GDP GDP expenditure side components GDP production side components
  • 4. INSTITUTE FOR ECONOMIC RESEARCH AND POLICY CONSULTING Forecast No.1 (112) 4 Abbreviations: yoy year-on-year change avg average cum cumulative mom month on month change qoq quarter on quarter change p.a. per annum eop end of the period aop average of the period Ukrstat State Statistics Service of Ukraine NBU National Bank of Ukraine USD US dollar UAH hryvnia m million bn billion EPT Enterprise profit tax VAT Value added tax PIT Personal income tax SSC Single social contribution Contact information: Institute for Economic Research and Policy Consulting Reytarska St. 8/5-A, 01030 Kyiv Tel. (+38044) 278-6342 Fax (+38044) 278-6336 E-mail: institute@ier.kyiv.ua http://www.ier.com.ua Head of the Board Igor Burakovsky burakovsky@ier.kyiv.ua Chief Executive Oksana Kuziakiv kuziakiv@ier.kyiv.ua Academic Director Veronika Movchan movchan@ier.kyiv.ua Centre for Economic Studies Oleksandra Betliy betliy@ier.kyiv.ua Vitaliy Kravchuk kravchuk@ier.kyiv.ua Iryna Kosse kosse@ier.kyiv.ua Kateryna Furmanets furmanets@ier.kyiv.ua Yevhen Anhel anhel@ier.kyiv.ua Andrii Butin butin@ier.kyiv.ua Kateryna Furmanets furmanets@ier.kyiv.ua Center for Contemporary Society Studies Iryna Fedets fedets@ier.kyiv.ua Disclaimer This Macroeconomic Forecast of Ukraine has been prepared by the Institute for Economic Research and Policy Consulting for informational purposes only. Any forecast figures and estimates in this report are statements of our judgments as of date publication and can be changed without notice. Any opinions expressed herein may differ from the views expressed by the government, business entities and research institutions due to different assumptions and/or methodology. Although we used our best efforts in preparing this forecast, we cannot ensure that it is not untrue or misleading at the time of publication. The Institute for Economic Research and Policy Consulting makes no representation that the information contained herein is accurate or complete. We make no guarantees for the usefulness of this report as a basis for any particular purposes. The IER does not take any responsibility for any losses or another injury that directly or indirectly resulted from the use of any part of this publication. This report in whole or in part may not be reproduced, distributed or published by any person for any purpose without the prior Institute's permission. When quoting please cite Institute for Economic Research and Policy Consulting.