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REPORT – HUNGARIAN INFLATION
REPORT ON INFLATION
11 April 2018
CPI at 2.0% YoY, trend inflation increased to 1.4%,
but filtered inflation is 0.3 pp lower than at end-2017
 Hungary's inflation rate rose to 2% YoY in March, up from 1.9% in the previous month, the
statistical office KSH said. We forecasted 1.9% inflation for March, while the market
consensus was 0.1ppt higher than our expectation. The incoming data slightly exceeded our
forecast. Filtered inflation (inflation without volatile items and all government measures)
stagnated at 2.5% YoY. Its annualized 3M/3M change (rolling QoQ) was 2%, decelerating for
the eighth month in a row.
 The main drivers of CPI remained the same. VAT cuts (from 18% to 5% on internet providing
services and on catering, and from 27% to 5% on fish and animal offal), the 2.5 pp cut in
employers’ social security contributions held back most of the labour-sensitive items' inflation.
One-off effects such as a decline in telecom prices, the negative base effects of the 2017 milk
price rally and of the 2017 excise duty hikes on tobacco products add to this, while external
factors also act against accelerating inflation. Administrative prices’ inflation has practically
vanished since the second half of 2013. Imported goods' inflation is still very modest.
 However, in many areas outside consumer prices we experience accelerating inflation;
furthermore the 2018 February and March CPIs indicate that services inflation may have
begun to accelerate again. As mentioned in our GDP report, household consumption is very
robust and binding capacity constrains also put upward pressure on consumer prices. The
bottom line is that in 2019, when no further VAT cuts are in the pipeline and one-off
effects fade away, strong domestic demand and capacity constraints may accelerate
CPI surprisingly fast.
 In March, the main inflation group indices came out almost entirely in line with our forecast.
We notice an upward surprise in the case of unprocessed foods, owing to the 2.6% MoM
seasonally adjusted increase in the price of vegetables, a very seasonal item. Fruit prices
(similarly seasonal items) also climbed higher, although to lesser extent. This may be related
to the unusually cold weather. The decline in egg prices continued (-3.6% MoM, after the
31.2% Fipronil-scandal-related rise between September 2017 and January 2018). On the
other hand, the annual inflation of processed food decreased to 3.2%, from 3.7% a month ago
and from a local peak of 4.6% in September 2017. Our food price trackers predict sharp drop
in food inflation over the coming six to eight months. Fuel inflation is likely to decline over the
second half of 2018 as well.
 Trend inflation (SA) accelerated to 1.4% YoY from 1.3% a month ago. (As the effect of the
VAT cuts on services has barely appeared in the unadjusted prices, it is an important
methodological question how to filter it out. We chose to filter out only the limited observable
effect. This means that the effective inflation is perhaps higher.) Goods inflation is close to
zero, growing to 0.2% from 0.0% YoY, because of non-durable goods, which behave more like
services do. Durable goods' prices declined by 1.2% from March 2017. This is the lowest
reading since December 2013, driven by the ongoing decline of second-hand passenger
vehicles (which could be the consequence of the diesel emission scandal). The other part of
trend inflation, market services, remained unchanged (1.6% YoY), but it is telling that the intra-
year price setting gap between this year's and last year's pattern has closed (see Chart 8).
Core services' 3M/3M annualized CPI accelerated to 3% in March, from 2.2% in January.
 In all, while we do not expect a meaningful acceleration of CPI from the current 2.0% in 2018,
but the following year may bring surprise. Unless further one-offs ensue and if external
damping factors fade away, the inflationary effect of the robust domestic demand will be hard
to offset. But even in this case, overshooting the 4.0% upper edge of the MNB’s target band is
unlikely, hence we maintain our call for maintaining the current uber-easy monetary conditions
at least until the second half of 2019. The expiration of MNB governor György Matolcsy’s
mandate in spring 2019 may cause some uncertainty about the monetary regime.
Trading Desks
Dealing code: OTPH
Live quotes at
OTP BLOOMBERG page
This report is available at
BLOOMBERG:
OTP/Macroeconomics
Research page
Fixed Income Desk
András Sovány
+36 1 288 7561
SoványA@otpbank.hu
Benedek Károly Szűts
+36 1 288 7560
SzutsB@otpbank.hu
FX Desk
András Marton
+36 1 288 7523
MartonA@otpbank.hu
József Horváth
+36 1 288 7514
Horvath.Jozsef@otpbank.hu
Money Market Desk
Gábor Fazekas
+36 1 288 7536
FazekasGa@otpbank.hu
Gábor Heidrich
+36 1 288 7534
HeidrichG@otpbank.hu
Judit Szombath
+36 1 288 7533
SzombathJ@otpbank.hu
FX Option Desk
Gábor Réthy
+36 1 288 7524
RethyG@otpbank.hu
Máté Kelemen
+36 1 288 7525
KelemenMat@otpbank.hu
Analyst
Gábor Dunai
+36 1 374 7272
DunaiG@otpbank.hu
www.otpresearch.com
REPORT – HUNGARIAN INFLATION
Chart 1: Summary chart of inflationary processes
(annual changes, %)
1.Chart 2: Core* and trend inflation*
(annual changes, %)
Sources: KSH, OTP Research Sources: KSH, OTP Research
*: Filtered from indirect tax and visit fee changes, and one-off items
2.
Chart 3: Trend inflation*
(annualized 3M/3M changes, %)
3.Chart 4: Non-durable Goods inflation*
(annual changes % and 2000 Jan=100)
-0,5
0,0
0,5
1,0
1,5
2,0
2,5
3,0
3,5
Jan/2010
Jul/2010
Jan/2011
Jul/2011
Jan/2012
Jul/2012
Jan/2013
Jul/2013
Jan/2014
Jul/2014
Jan/2015
Jul/2015
Jan/2016
Jul/2016
Jan/2017
Jul/2017
Jan/2018
Sources: KSH, OTP Research
*: Filtered from indirect tax and visit fee changes, and one-off items
Sources: KSH, OTP Research
*: Filtered from indirect tax changes
Chart 5: Durable Goods inflation*
(annual changes % and 2000 Jan=100)
1. Chart 6: Market services inflation*
(annual changes, %)
Sources: KSH, OTP Research
*: Filtered from indirect tax changes
Sources: KSH, OTP Research
*: Filtered from indirect tax (including financial transaction tax) and
visit fee changes
www.otpresearch.com
REPORT – HUNGARIAN INFLATION
Chart 7: Core services inflation*
(annualized 3M/3M changes, %)
2. Chart 8: Intra-year price setting in core services*
(cumulated, over previous Dec, %, SA)
0,0
0,5
1,0
1,5
2,0
2,5
3,0
3,5
4,0
4,5
5,0
Jan/2010
Jul/2010
Jan/2011
Jul/2011
Jan/2012
Jul/2012
Jan/2013
Jul/2013
Jan/2014
Jul/2014
Jan/2015
Jul/2015
Jan/2016
Jul/2016
Jan/2017
Jul/2017
Jan/2018
Sources: KSH, OTP Research
*: Filtered from indirect tax (including financial transaction tax) and
visit fee changes
Sources: KSH, OTP Research
*: Filtered from indirect tax (including financial transaction tax) and
visit fee changes
Chart 9: Evolution of our CPI forecast
(annual changes, %)
3. Chart 10: Evolution of our trend CPI forecast
(annual changes, %)
Sources: KSH, OTP Research Sources: KSH, OTP Research
*: Filtered from indirect tax (including financial transaction tax) and
visit fee changes
Chart 11: Forecast of imported inflation
(2005=100)
4. Chart 12: Evolution of our core-processed food
inflation forecast (annual changes, %)
Sources: KSH, OTP Research
*: import price of non-food intermediate goods+passenger cars
Sources: KSH, EC, OTP Research
*: import price of non-food intermediate goods+passenger cars
www.otpresearch.com
REPORT – HUNGARIAN INFLATION
Chart 11: Evolution of our core-unprocessed food
inflation forecast (annual changes, %)
5. Chart 12: Evolution of our fuel price forecast
(annual changes, %)
Sources: KSH, OTP Research Sources: KSH, OTP Research
Disclaimer
1. The statements in this document shall not be considered as an objective or independent explanation of the matters. Please note
that this document (a) has not been prepared in accordance with legal requirements designed to promote the independence of
investment research, and (b) is not subject to any prohibition on dealing ahead of the dissemination or publication of investment
research.
2. This communication does not contain a comprehensive analysis of the described issues. No part, chapter, or the entirety of this information
shall be considered as investment recommendation, an offer or solicitation for the purchase or sale of any financial instrument, inducement
to invest, financial or investment analysis, investment research or marketing communication, not even if any part of this document contains
a description of a certain financial instrument in terms of its possible price or yield development, and the related investment options; the data
herein are for informational purposes only. This document shall not be considered as investment recommendation falling under Directive
596/2014/EU of the European Parliament and of the Council. This document does not take into account investors' individual interests,
circumstances, or objectives; therefore, in the absence of personal recommendation, it shall not be considered as investment advice. OTP
Bank intends to make this document available to its clients or to the public, or to make it accessible to other persons in such a way that
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3. Information herein reflects the market situation at the time of writing. However, it provides only momentary information and may change as
market conditions and circumstances develop. You may request more information from OTP Bank. Although the information in this
document has been prepared in good faith from sources that OTP Bank believes to be reliable, we do not represent or warrant its accuracy
or completeness. This document was prepared using data, facts and information from the following essential sources: Bloomberg, Reuters,
KSH (Hungarian Central Statistical Office), Eurostat, Magyar Nemzeti Bank (Hungary's central bank) ÁKK (Hungary's Government Debt
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The information and opinions in this document do not substitute or take the place of the issuance documentation for the given financial
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or any part thereof, or for their consequences.
Investments in financial instruments carry a certain degree of risk, which may affect the effectiveness of the investment decision, and
investors may not receive the whole amount they expected the investment to yield in their investment targets; they may not preserve even
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REPORT – HUNGARIAN INFLATION
8. The figures and information described herein refer to yields or changes in the past. Past performance is not a reliable indicator of
future yields, changes, or performance.
The changes on money and capital markets, the fluctuation of prices, the development of investments and their yields are influenced by the
combined effect of multiple factors; one important factor of them is the change in investors' expectations. The development of prices, the
future yield of financial assets, indices or indicators, the examination of their changes, trends, and future performance is based
on estimations and forecasts, which forecasts do not allow reliable conclusions to be drawn about the future moves of prices,
real future yields, changes, or performance. For each product and service, please assess their tax accounting implications, and other tax
consequences, taking into account that they cannot be precisely assessed without knowing the effective tax regulations or the client's
individual circumstances; and these legislative provisions as well as the circumstances may change over time.
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document to the future distribution of a financial instrument shall be construed as indicative, preliminary and informative, and any analysis of
such financial instrument is exclusively based on publicly available information listed in the respective prospectus or announcement. The
content of this document shall not imply that OTP Bank acts as an agent, a fiduciary, or an advisor to, or on behalf on, any prospective
purchaser of the financial instruments discussed herein.
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authority: Magyar Nemzeti Bank (National Bank of Hungary – H-1054 Budapest, Szabadság tér 9); financial customer services: H-1013
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This document was prepared on 11 April 2018.

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Flash Report - Hungarian Inflation - 11 April 2018

  • 1. www.otpresearch.com REPORT – HUNGARIAN INFLATION REPORT ON INFLATION 11 April 2018 CPI at 2.0% YoY, trend inflation increased to 1.4%, but filtered inflation is 0.3 pp lower than at end-2017  Hungary's inflation rate rose to 2% YoY in March, up from 1.9% in the previous month, the statistical office KSH said. We forecasted 1.9% inflation for March, while the market consensus was 0.1ppt higher than our expectation. The incoming data slightly exceeded our forecast. Filtered inflation (inflation without volatile items and all government measures) stagnated at 2.5% YoY. Its annualized 3M/3M change (rolling QoQ) was 2%, decelerating for the eighth month in a row.  The main drivers of CPI remained the same. VAT cuts (from 18% to 5% on internet providing services and on catering, and from 27% to 5% on fish and animal offal), the 2.5 pp cut in employers’ social security contributions held back most of the labour-sensitive items' inflation. One-off effects such as a decline in telecom prices, the negative base effects of the 2017 milk price rally and of the 2017 excise duty hikes on tobacco products add to this, while external factors also act against accelerating inflation. Administrative prices’ inflation has practically vanished since the second half of 2013. Imported goods' inflation is still very modest.  However, in many areas outside consumer prices we experience accelerating inflation; furthermore the 2018 February and March CPIs indicate that services inflation may have begun to accelerate again. As mentioned in our GDP report, household consumption is very robust and binding capacity constrains also put upward pressure on consumer prices. The bottom line is that in 2019, when no further VAT cuts are in the pipeline and one-off effects fade away, strong domestic demand and capacity constraints may accelerate CPI surprisingly fast.  In March, the main inflation group indices came out almost entirely in line with our forecast. We notice an upward surprise in the case of unprocessed foods, owing to the 2.6% MoM seasonally adjusted increase in the price of vegetables, a very seasonal item. Fruit prices (similarly seasonal items) also climbed higher, although to lesser extent. This may be related to the unusually cold weather. The decline in egg prices continued (-3.6% MoM, after the 31.2% Fipronil-scandal-related rise between September 2017 and January 2018). On the other hand, the annual inflation of processed food decreased to 3.2%, from 3.7% a month ago and from a local peak of 4.6% in September 2017. Our food price trackers predict sharp drop in food inflation over the coming six to eight months. Fuel inflation is likely to decline over the second half of 2018 as well.  Trend inflation (SA) accelerated to 1.4% YoY from 1.3% a month ago. (As the effect of the VAT cuts on services has barely appeared in the unadjusted prices, it is an important methodological question how to filter it out. We chose to filter out only the limited observable effect. This means that the effective inflation is perhaps higher.) Goods inflation is close to zero, growing to 0.2% from 0.0% YoY, because of non-durable goods, which behave more like services do. Durable goods' prices declined by 1.2% from March 2017. This is the lowest reading since December 2013, driven by the ongoing decline of second-hand passenger vehicles (which could be the consequence of the diesel emission scandal). The other part of trend inflation, market services, remained unchanged (1.6% YoY), but it is telling that the intra- year price setting gap between this year's and last year's pattern has closed (see Chart 8). Core services' 3M/3M annualized CPI accelerated to 3% in March, from 2.2% in January.  In all, while we do not expect a meaningful acceleration of CPI from the current 2.0% in 2018, but the following year may bring surprise. Unless further one-offs ensue and if external damping factors fade away, the inflationary effect of the robust domestic demand will be hard to offset. But even in this case, overshooting the 4.0% upper edge of the MNB’s target band is unlikely, hence we maintain our call for maintaining the current uber-easy monetary conditions at least until the second half of 2019. The expiration of MNB governor György Matolcsy’s mandate in spring 2019 may cause some uncertainty about the monetary regime. Trading Desks Dealing code: OTPH Live quotes at OTP BLOOMBERG page This report is available at BLOOMBERG: OTP/Macroeconomics Research page Fixed Income Desk András Sovány +36 1 288 7561 SoványA@otpbank.hu Benedek Károly Szűts +36 1 288 7560 SzutsB@otpbank.hu FX Desk András Marton +36 1 288 7523 MartonA@otpbank.hu József Horváth +36 1 288 7514 Horvath.Jozsef@otpbank.hu Money Market Desk Gábor Fazekas +36 1 288 7536 FazekasGa@otpbank.hu Gábor Heidrich +36 1 288 7534 HeidrichG@otpbank.hu Judit Szombath +36 1 288 7533 SzombathJ@otpbank.hu FX Option Desk Gábor Réthy +36 1 288 7524 RethyG@otpbank.hu Máté Kelemen +36 1 288 7525 KelemenMat@otpbank.hu Analyst Gábor Dunai +36 1 374 7272 DunaiG@otpbank.hu
  • 2. www.otpresearch.com REPORT – HUNGARIAN INFLATION Chart 1: Summary chart of inflationary processes (annual changes, %) 1.Chart 2: Core* and trend inflation* (annual changes, %) Sources: KSH, OTP Research Sources: KSH, OTP Research *: Filtered from indirect tax and visit fee changes, and one-off items 2. Chart 3: Trend inflation* (annualized 3M/3M changes, %) 3.Chart 4: Non-durable Goods inflation* (annual changes % and 2000 Jan=100) -0,5 0,0 0,5 1,0 1,5 2,0 2,5 3,0 3,5 Jan/2010 Jul/2010 Jan/2011 Jul/2011 Jan/2012 Jul/2012 Jan/2013 Jul/2013 Jan/2014 Jul/2014 Jan/2015 Jul/2015 Jan/2016 Jul/2016 Jan/2017 Jul/2017 Jan/2018 Sources: KSH, OTP Research *: Filtered from indirect tax and visit fee changes, and one-off items Sources: KSH, OTP Research *: Filtered from indirect tax changes Chart 5: Durable Goods inflation* (annual changes % and 2000 Jan=100) 1. Chart 6: Market services inflation* (annual changes, %) Sources: KSH, OTP Research *: Filtered from indirect tax changes Sources: KSH, OTP Research *: Filtered from indirect tax (including financial transaction tax) and visit fee changes
  • 3. www.otpresearch.com REPORT – HUNGARIAN INFLATION Chart 7: Core services inflation* (annualized 3M/3M changes, %) 2. Chart 8: Intra-year price setting in core services* (cumulated, over previous Dec, %, SA) 0,0 0,5 1,0 1,5 2,0 2,5 3,0 3,5 4,0 4,5 5,0 Jan/2010 Jul/2010 Jan/2011 Jul/2011 Jan/2012 Jul/2012 Jan/2013 Jul/2013 Jan/2014 Jul/2014 Jan/2015 Jul/2015 Jan/2016 Jul/2016 Jan/2017 Jul/2017 Jan/2018 Sources: KSH, OTP Research *: Filtered from indirect tax (including financial transaction tax) and visit fee changes Sources: KSH, OTP Research *: Filtered from indirect tax (including financial transaction tax) and visit fee changes Chart 9: Evolution of our CPI forecast (annual changes, %) 3. Chart 10: Evolution of our trend CPI forecast (annual changes, %) Sources: KSH, OTP Research Sources: KSH, OTP Research *: Filtered from indirect tax (including financial transaction tax) and visit fee changes Chart 11: Forecast of imported inflation (2005=100) 4. Chart 12: Evolution of our core-processed food inflation forecast (annual changes, %) Sources: KSH, OTP Research *: import price of non-food intermediate goods+passenger cars Sources: KSH, EC, OTP Research *: import price of non-food intermediate goods+passenger cars
  • 4. www.otpresearch.com REPORT – HUNGARIAN INFLATION Chart 11: Evolution of our core-unprocessed food inflation forecast (annual changes, %) 5. Chart 12: Evolution of our fuel price forecast (annual changes, %) Sources: KSH, OTP Research Sources: KSH, OTP Research Disclaimer 1. The statements in this document shall not be considered as an objective or independent explanation of the matters. Please note that this document (a) has not been prepared in accordance with legal requirements designed to promote the independence of investment research, and (b) is not subject to any prohibition on dealing ahead of the dissemination or publication of investment research. 2. This communication does not contain a comprehensive analysis of the described issues. No part, chapter, or the entirety of this information shall be considered as investment recommendation, an offer or solicitation for the purchase or sale of any financial instrument, inducement to invest, financial or investment analysis, investment research or marketing communication, not even if any part of this document contains a description of a certain financial instrument in terms of its possible price or yield development, and the related investment options; the data herein are for informational purposes only. This document shall not be considered as investment recommendation falling under Directive 596/2014/EU of the European Parliament and of the Council. This document does not take into account investors' individual interests, circumstances, or objectives; therefore, in the absence of personal recommendation, it shall not be considered as investment advice. OTP Bank intends to make this document available to its clients or to the public, or to make it accessible to other persons in such a way that allows this document to be disseminated to the public. 3. Information herein reflects the market situation at the time of writing. However, it provides only momentary information and may change as market conditions and circumstances develop. You may request more information from OTP Bank. Although the information in this document has been prepared in good faith from sources that OTP Bank believes to be reliable, we do not represent or warrant its accuracy or completeness. This document was prepared using data, facts and information from the following essential sources: Bloomberg, Reuters, KSH (Hungarian Central Statistical Office), Eurostat, Magyar Nemzeti Bank (Hungary's central bank) ÁKK (Hungary's Government Debt Management Agency), and European Central Bank (ECB). 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The assessment and the consideration of the individual circumstances is provided by the suitability and appropriateness tests that assess clients' financial knowledge, experience, risk-taking abilities, as well as the examination of the target market. 5. Before making an informed decision to invest and to use the services, please carefully read through all documents, including the documentation, prospectus, regulations, terms and conditions, announcements and key information documents for that product/service, and carefully consider the subject, the risk, the fees and costs of your investment, the possibility of any loss, and seek information about the tax regulations regarding the product and the investment. The prices of financial instruments and securities are changing, outrights sales are realized at then current market prices, which may involve losses. The information and opinions in this document do not substitute or take the place of the issuance documentation for the given financial assets (e.g. prospectus, fund management rules), or their brochures or announcements. 6. You assume total responsibility and risk for any specific decision or investment; OTP Bank shall not be held responsible for the effectiveness of investment decisions or for reaching your purpose, nor for the individual investment decision made based on this document or any part thereof, or for their consequences. Investments in financial instruments carry a certain degree of risk, which may affect the effectiveness of the investment decision, and investors may not receive the whole amount they expected the investment to yield in their investment targets; they may not preserve even the invested amount, therefore the invested capital might even decrease, be wholly lost, or even lead to additional payment obligation. 7. 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  • 5. www.otpresearch.com REPORT – HUNGARIAN INFLATION 8. The figures and information described herein refer to yields or changes in the past. Past performance is not a reliable indicator of future yields, changes, or performance. The changes on money and capital markets, the fluctuation of prices, the development of investments and their yields are influenced by the combined effect of multiple factors; one important factor of them is the change in investors' expectations. The development of prices, the future yield of financial assets, indices or indicators, the examination of their changes, trends, and future performance is based on estimations and forecasts, which forecasts do not allow reliable conclusions to be drawn about the future moves of prices, real future yields, changes, or performance. For each product and service, please assess their tax accounting implications, and other tax consequences, taking into account that they cannot be precisely assessed without knowing the effective tax regulations or the client's individual circumstances; and these legislative provisions as well as the circumstances may change over time. 9. This document shall not be a basis for any further analysis in relation to the financial instruments contained therein. Any reference in this document to the future distribution of a financial instrument shall be construed as indicative, preliminary and informative, and any analysis of such financial instrument is exclusively based on publicly available information listed in the respective prospectus or announcement. The content of this document shall not imply that OTP Bank acts as an agent, a fiduciary, or an advisor to, or on behalf on, any prospective purchaser of the financial instruments discussed herein. 10. For certain persons, access to the products and/or services discussed in this document may not be granted, or it may be limited. The act of preparing this document by OTP Bank, its uploading to the website, its publication may under no circumstances be considered as OTP Bank's intention to make available the product and/or service information in the prospectus to persons whom any country or state prohibits from having or obtaining the given product and/or service, including the promotion and the advertisement thereof. 11. OTP Bank maintains a conflict of interest policy and it keeps such records, and it also has requirements that regulate the transmission of bank secrets and securities secrets, which requirements shall be considered as the effective internal organizational and management solutions as well as information barriers to prevent or manage conflicts of interest. OTP Bank has developed appropriate internal procedures for (i) the personal transactions and trading of financial analysts and other relevant persons, (ii) the physical separation of the financial analysts involved in the production of investment research and other relevant persons; moreover, information barriers have been implemented, (iii) for accepting and managing incentives and remuneration. Please be informed that OTP Bank is entitled to deal or trade as market maker, acting in good faith and in accordance with the usual way of market-making, with the financial instruments distributed by the issuer(s) specified in this document, as well as to provide other investment activities or ancillary (investment) services, and/or other financial or ancillary financial services to the issuer and other persons. 12. Previous documents on investing in this asset or product are available on the website of OTP Research: www.otpresearch.com 13. OTP Bank (company registration number: 01-10-041-585; registered seat: Nádor utca 16., Budapest H-1051, Hungary. Supervisory authority: Magyar Nemzeti Bank (National Bank of Hungary – H-1054 Budapest, Szabadság tér 9); financial customer services: H-1013 Budapest, Krisztina krt. 39. PSZÁF licence numbers: III/41.003-22/2002 and E-III/456/2008; further information: https://www.otpbank.hu/portal/hu/Megtakaritas/Ertekpapir/MIFID). All rights reserved. This document is solely owned by OTP Bank. No part of this material can be reproduced, re-used, disseminated, made available, re-published, referenced to, or inserted in other websites or services without the prior written consent of OTP Bank. 14. If you received this document from OTP Bank Plc, then it was sent to you with your previous consent. You may withdraw this permission by sending an e-mail to research@otpbank.hu or by writing a letter to 'Research Center', Hungary H-1051, Budapest, Nádor utca 21. Please refer to your name and e-mail address in both cases. Data management registration number: NAIH-89457/2015 This document was prepared on 11 April 2018.