Global Economics Analyst

Similar documents
The Private Sector Financial Balance As a Predictor of Financial Crises

Economic Outlook Too Much of a Good Thing

Roaring Louder (23 24 June)

Roger Yuan Goldman Sachs (Asia) L.L.C. (+852)

FX Swaps and Forwards

Economic and Fiscal Effects of the Affordable Care Act

Jeffrey Currie Goldman, Sachs & Co

GS Global ECS Credit Strategy Research. March 31, Alberto Gallo, CFA Goldman, Sachs & Co

Slack and Monetary Policy

Landing the Plane. Global Economics Analyst. 14 November :00AM EST

The Lasting Effects of Uncertainty

As Good As It Gets. Global Economics Analyst

Forces driving the world economy and global macro markets

Yubin Fu Goldman Sachs International+ 44(20)

US Economics Analyst. 12 November 2016

Global Economics Analyst

A snapshot of the life of an applied economist

The US Economy in : Moving Over the Hump

Hong Kong Banks: Rising funding divergence as rates rise

Potential asset restructuring of Sinopharm subsidiary

Asia Views: 2019 Outlook Everything in moderation

Global Themes and Risks

Carbon Pollution Reduction Scheme Issues for investors

Jim O Neill Managing Director Head of Global Economics, Commodities and Strategy Research

Lenovo announces agreement to acquire IBM s x86 server business

Olivier Blanchard Economic Counsellor and Director of the Research Department, International Monetary Fund

European Outlook. Huw Pill Chief European Economist Goldman Sachs International. April 2014

Mexico Economic Outlook 3Q18. August 2018

I thank the organizers, and especially Nina Massis and Edmond Alphandéry, for the invitation to join you in this event.

Measuring the TBTF effect on bond pricing: Supplemental data

Developing Domestic Capital Markets to Finance Innovation Capacity in China and India

Apr premium: Still weak life FYP; P&C slightly below expectation

Market Bulletin. Trade tensions: A fight on many fronts. June 22, In brief

Eurozone Economic Watch. July 2018

Global Macroeconomic Monthly Review

US & Canada Macro Outlook Slow & Steady Wins the Race

Learning from a Century of US Recessions

Macro Vision February 20, 2017

Global Economic Outlook

Session 3 : Quelle gouvernance pour quelle croissance en Europe?

Global growth fragile: The global economy is projected to grow at 3.5% in 2019 and 3.6% in 2020, 0.2% and 0.1% below October 2018 projections.

Global growth weakening as some risks materialise

Leumi. Global Economics Monthly Review. Arie Tal, Research Economist. May 8, The Finance Division, Economics Department. leumiusa.

Latin America: the shadow of China

New in 2013: Greater emphasis on capital flows Refinements to EBA methodology Individual country assessments

1H11 earnings to triple yoy; we expect further re-rating. Buy

MVTTC 2019 Commodity Trade Update: Steel, coal, ags, aluminum

Global Macroeconomic Monthly Review

Mexico s Macroeconomic Outlook and Monetary Policy

Global Economic Watch

Global Economic Prospects

Weekly Market Commentary

Eurozone Economic Watch. April 2018

OUTLOOK 2014/2015. BMO Asset Management Inc.

Monetary Policy Report 1/12. Charts

Slower-than-expected sales growth; stabilizing margins; Neutral

Emerging Markets Debt: Outlook for the Asset Class

RUSSIAN ECONOMIC OUTLOOK AND MONETARY POLICY CHALLENGES RUSSIAN ECONOMIC OUTLOOK AND MONETARY POLICY CHALLENGES. Bank of Russia.

In line with expectations; steady NT growth, financing LT capacity

Asia Watch. The US giveth, the US taketh away. Group Economics Emerging Markets Research. Group Economics: Enabling smart decisions.

Monthly Update of the ASEAN+3 Regional Economic Outlook (AREO)

The Global Economic Crisis: Asia and the role of China Elliott School of International Affairs, George Washington University March 31, 2009

Russia gas supply favors gas utilities in the long term

Agriculture Update. Global. Food versus feed in the wheat market. Commodities Research. Sharp decline in corn supplies requires more wheat feeding

Shenhua Reuters: 1088.HK, Bloomberg: 1088 HK; YCM Reuters: 1171.HK, Bloomberg: 1171 HK

Economic Indicators. Roland Berger Institute

Coal prices: April NDRC benchmark prices show further weakness

Growth has peaked amidst escalating risks

View from the market Jahangir Aziz

Global Risk Outlook May 2016

GLOBAL MARKET OUTLOOK

International Monetary Fund. World Economic Outlook. Jörg Decressin Senior Advisor Research Department, IMF

Enel details synergies with Endesa potential upside to estimates

Quarterly Economic Outlook: Quarter on 25 September 2018 Strong Economic Expansions amidst Uncertainty of Trade War

SEPTEMBER Overview

Global Economic Prospects: A Fragile Recovery. June M. Ayhan Kose Four Questions

FLASH NOTE CHINA: MIXED OCTOBER HARD DATA GOVERNMENT STIMULUS STARTS TO BEAR SOME FRUITS SUMMARY

INVESTMENT REVIEW Q2 2018

Chikahisa Sumi Director, Regional Office for Asia and the Pacific International Monetary Fund

Buy. Coolpad Group Ltd (L) Coolpad and JD.com make strategic cooperation agreement; CL-Buy ACTION. Return Potential: 23% Equity Research

UK Economic Outlook March 2017

Recent Recent Developments 0

International Monetary Fund

Credit crunch is near-term bearish, long-term bullish. David Greely Goldman Sachs & Co

Key Economic Challenges in Japan and Asia. Changyong Rhee IMF Asia and Pacific Department February

Quarterly market summary

Leumi. Global Economics Monthly Review. Arie Tal, Research Economist. July 12, Capital Markets Division, Economics Department. leumiusa.

World Economic Outlook. Recovery Strengthens, Remains Uneven April

Asia Watch. Trade tensions risk to solid outlook. Group Economics Emerging Markets Research. Group Economics: Enabling smart decisions.

World Economic outlook

Monetary Policy under Fed Normalization and Other Challenges

Key takeaways. What it may mean for investors IN-D EPTH A NALYSIS OF THE I NTERNATIONAL MARKETS. Peter Donisanu Investment Strategy Analyst

HIGHLIGHTS from CHAPTER 1: GLOBAL OUTLOOK DARKENING SKIES

Emerging markets in the global crisis and beyond

Spanish economic outlook. June 2017

Leumi. Global Economics Monthly Review. Gil M. Bufman, Chief Economist Arie Tal, Research Economist. March 13, 2018

Moving On Up Today s Economic Environment

Macro Markets Themes for 2016

Transcription:

5 October 218 4:33PM EDT The Trade War: Bigger Numbers, Same Conclusion n n n n n n Our perspective on the short-run macro effects of higher trade barriers has been sanguine. This was an easy call earlier this year, when the tariff announcements were tiny relative to US and global GDP. But the numbers have grown substantially in recent months. The US has already imposed tariffs on about $3bn of imports, and this amount is likely to double to $6bn under our assumption that the US ultimately hits all imports from China. It could even climb further to $9bn if the US also imposes auto tariffs not our baseline but very possible. Increasing tariffs and the associated price increases for imported goods have three main economic effects. First, they shift demand toward domestically produced goods. Second, they siphon off real income (assuming the tariff revenue is not recycled via tax cuts or increased spending). Third, they might lead to tighter monetary policy and correspondingly tighter financial conditions if the central bank responds to the (temporary) increase in inflation. Our analysis suggests that even the bigger tariff numbers are likely to have fairly limited macro effects. The hit to the US in our baseline is less than.1%, as a positive trade effect partly offsets the negative income and FCI effects. The hit to China is about.25% in our baseline and.4% in a more adverse scenario of a 25% tariff rate on all US imports from China. Not surprisingly, the numerical results are sensitive to the assumptions we make. On the one hand, the negative US income effect might be smaller than assumed if some of the tariff revenue is recycled into tax cuts or spending. On the other hand, the US trade impact could be more negative if US import demand is less price-sensitive than Chinese import demand. And of course, a sharp drop in US equity prices in response to the trade war or a sizable hit to business sentiment would also take a bigger toll. Our bottom line is that the short-run macroeconomic impact of the trade war is likely to remain manageable. China is moderately exposed but is already trying to offset the hit with easier monetary and credit policy. And the US is unlikely to see a big hit unless the stock market takes a much more negative view of the trade war than what we have seen so far. Jan Hatzius +1(212)92-394 jan.hatzius@gs.com Goldman Sachs & Co. LLC Sven Jari Stehn +44(2)7774-861 jari.stehn@gs.com Goldman Sachs International Nicholas Fawcett +44(2)751-8321 nicholas.fawcett@gs.com Goldman Sachs International Manav Chaudhary +44(2)751-363 manav.chaudhary@gs.com Goldman Sachs International Investors should consider this report as only a single factor in making their investment decision. For Reg AC certification and other important disclosures, see the Disclosure Appendix, or go to www.gs.com/research/hedge.html.

We have argued that the trade war poses a manageable downside risk to the global growth outlook. 1 An important reason has been that the implemented tariffs were very small in the early stages of the trade war (Exhibit 1). Investors appear to share this view and the market response to the tariff announcements has generally been quite subdued. 2 Exhibit 1: A Rising Tariff Threat Billions of dollars Billions of dollars 1 8 Proposed Implemented US Imports Subject to Proposed vs. Implemented Tariffs Additional China 31 China 31: Remaining imports 1 8 6 Sec. 232 Autos 6 4 2 Steel & Alum China 31 Tariffs Announced ($5bn) Additional China 31 Steel and aluminum China: +$34bn China: +$16bn China: +$2bn imposed Sept. 24 Washing Machines & Solar Panels Jan Feb Mar Apr May Jun Jul Aug Sep Oct 4 2 Source: USITC, Department of Commerce, Goldman Sachs Global Investment Research The tariff numbers have recently risen quite quickly, however, and we now expect that all Chinese exports to the US will ultimately be taxed. 3 Some analysts have argued that the tariffs will have sharply negative effects on the world economy. ECB economists, for example, estimate that a severe global trade war could hit US real GDP by more than 2% after one year. 4 Bank of England Governor Mark Carney has argued that the effect might be as large as -5%. 5 We therefore take another look at the global economic repercussions of the trade tensions. Large Dollar Numbers We begin with a summary of where the trade war stands and where we might be headed. Exhibit 2 shows the tariffs that have already been implemented, the additional tariffs President Trump has proposed, and our assumptions of how China might respond to such further tariffs. We display the effective dollar value of the tariffs to capture both 1 For the latest discussion, see Sven Jari Stehn and Manav Chaudhary, The Trade War: An Update, Global Economics Analyst, June 25, 218. 2 See Brian Chen, Blake Taylor and David Mericle, Market Reactions to the Trade War in the US and Abroad, US Daily, October 4, 218. 3 See Alec Phillips and Blake Taylor, Why Further Trade Escalation Looks Likely, US Daily, September 2, 218. 4 See Allan Gloe Dizioli and Björn van Roye, Macroeconomic implications of increasing protectionism, ECB Economic Bulletin, Issue 6/218. 5 See From protectionism to prosperity, speech, 5 July 218. 5 October 218 2

the tariff rate and the scope of goods covered (i.e. the product of the tariff rate and the value of goods to which it is applied). So far, President Trump has imposed a 25% tariff on $5bn and 1% on another $2bn in imports from China, in addition to a range of goods-specific duties. 6 We expect him to raise the tariff rate on the $2bn tranche to 25%, as already scheduled for January, and see about a 6% chance of a 1% tariff on the remaining $267bn of imports from China. The resulting effective dollar value of tariffs is around $1bn in our baseline expectation, but it could rise to about $18bn if Trump raises the rate on the remaining $267bn of Chinese imports to 25% and if he also hits auto imports with a 25% tariff as threatened in the past. 7 China retaliated proportionally to the first $5bn with a 25% tariff rate but has responded less than proportionally to the next $2bn, with only a 5-1% rate on $6bn. We would expect the Chinese government to respond less than proportionally to any further increases in tariffs, for example, doubling the tariff rate to 1-2% if the US government goes to 25% on the $2bn and taxing the remaining imports from the US at a 5-1% rate if the Trump administration puts trade restrictions on the $267bn of Chinese exports. We see in Exhibit 2 that these assumptions lead to a much smaller increase in the tariff values levied on imports into China. Exhibit 2: The Tariffs Are Large in Dollar Terms USD, (billions) 2 18 16 14 12 1 8 6 4 2 Tariff Values Plus Autos at 25% Plus $267bn at 25% Plus $267bn at 1% Plus $2bn at 25% Implemented Total: All Threatened Total: Baseline US CN US CN Import Tariff Value Export Tariff Value USD, (billions) 2 18 16 14 12 1 8 6 4 2 Source: USITC, Haver Analytics, Goldman Sachs Global Investment Research Although the dollar figures are large, they are less dramatic when scaled by GDP because both the US and China are very large economies. Indeed, Exhibit 3 shows that the tariffs on US imports are worth only.5% of US GDP and the tariffs facing US exporters are less than.2% of GDP. For China, the tariffs on imports are smaller in our central scenario than the duties facing exporters (at.2% vs.7% of GDP). The trade restrictions are negligibly small for the remaining countries in our baseline, and even if 6 These include tariffs on washing machines, solar panels, steel and aluminum. 7 We exclude Canada and Mexico due to an exemption under the revised NAFTA treaty (USMCA). 5 October 218 3

the Trump administration implements auto tariffs, the tariffs facing Japan are only worth about.3% of GDP. Exhibit 3: But Modest in of GDP of GDP 1.2 Import Tariff Value of GDP 1.2 of GDP 1.2 Export Tariff Value of GDP 1.2 1.8.6 Plus Autos at 25% Plus $267bn at 25% Plus $267bn at 1% Plus $2bn at 25% Implemented 1.8.6 1.8.6 Plus Autos at 25% Plus $267bn at 25% Plus $267bn at 1% Plus $2bn at 25% Implemented 1.8.6.4.4.4.4.2.2.2.2 US JP CN EA BR CA GB RU MX IN CN US JP EA BR CA GB IN MX RU Source: USITC, Haver Analytics, Goldman Sachs Global Investment Research Manageable Effects We then use our global macro model to simulate the economic repercussions of these tariff scenarios. 8 The model is highly stylized, but captures a number of important transmission channels. In particular, domestic demand growth depends on changes in financial conditions; trade flows are determined by demand at home and abroad, as well as exchange rates and tariffs; inflation is driven by slack and pass-through from import prices; and financial conditions are determined endogenously in the model (for example, with a Taylor rule for policy rates). Our model includes five advanced economies (US, Euro Area, Japan, UK and Canada) and five emerging economies (China, Brazil, Russia, India and Mexico). We start by simulating the economic effects of the tariffs that have been implemented so far. In these baseline simulations we abstract from risk premium shocks i.e., we allow equity prices to respond to growth and interest rates but do not impose any additional weakness beyond that and assume that the receipts from the tariffs are not recycled back into the economy via lower taxes or higher spending; this means that tariffs act as a form of fiscal tightening. Exhibit 4 shows the simulated total effects on the level of real GDP after three years in the US, China, the Euro area, Japan and the world. We also show the transmission channels of the tariffs in our model, broken into 1) trade, 2) the erosion of real incomes, and 3) tighter monetary policy and financial conditions. 8 These simulations update our earlier analysis, see Sven Jari Stehn, Nicholas Fawcett, Manav Chaudhary and Jan Hatzius, Trade Wars: The Big Picture,, March 11, 218. 5 October 218 4

Our results suggest that the growth effects of the implemented tariffs are negative but very small. The trade effects increase US growth slightly (as imports slow more than exports) but the income and FCI effects more than offset this boost. The trade restrictions weigh somewhat on Chinese activity (as exports are hit more than imports) and this drag is reinforced by the effects of higher inflation on household spending. The effects on the Euro area and Japan are negligibly small. Exhibit 4: A Small Drag from the Implemented Tariffs.5 Real GDP Level Effect of Implemented Tariffs (After Three Years).5 -.5 Income Financial Conditions Trade Total -.5 -.1 US China Euro area Japan World -.1 Source: Goldman Sachs Global Investment Research Exhibits 5 and 6 show how the effects on real GDP and core inflation evolve as trade tensions rise further. Our simulations suggest that the negative effects on US GDP are likely to remain very small (less than.1%) even if all tariffs are implemented. The intuition is that two offsetting forces are at play. On the one hand, rising tariffs and falling trade volumes provide a boost to growth, as the US is a trade deficit country. On the other hand, higher inflation weighs on household incomes and leads to higher interest rates (and thus tighter financial conditions more broadly). The net effect is a small drag on US growth and a boost to core inflation (with the level of core PCE up about 2bp in our baseline and roughly 35bp if all tariffs are implemented). 9 9 These effects on inflation are similar to the estimates of our US team. See Alec Phillips and Blake Taylor, A Two-Track Trade Policy, US Economics Analyst, September 8, 218. 5 October 218 5

Exhibit 5: More Tariffs Would Start to Matter for Growth.1 Real GDP Level Effect of Alternative Tariff Scenarios (After Three Years).1 -.1 -.2 -.3 -.4 Plus autos Plus $267bn at 25% Plus $267bn at 1% Plus $2bn at 25% Implemented Total: Baseline Total: All Threatened US China Euro area Japan World -.1 -.2 -.3 -.4 Source: Goldman Sachs Global Investment Research The effects on China, however, are more sizable. Our simulations point to a real GDP drag of.25% under our baseline expectation and.4% if all threatened tariffs are implemented. The reason China is hit more by the trade war is that China is a trade surplus country both overall and versus the US which means that the Chinese government can only retaliate partially against the US tariffs (as assumed in our simulations). The trade war has limited implications for the rest of the world, including the Euro area and Japan, because it currently looks so focused on US-China trade. The auto tariffs would be somewhat of a drag on activity, but only slightly so according to our model. This is because auto exports account for a surprisingly small share of GDP, even in the Euro area and Japan. The Euro area, for example, exports $4bn to the US per year, implying that a 25% tariff would be worth less than.1% of GDP. 5 October 218 6

Exhibit 6: and Push Up Inflation.4.3.2.1 Consumer Price Effect of Alternative Tariff Scenarios (After Three Years) Plus autos Plus $267bn at 25% Plus $267bn at 1% Plus $2bn at 25% Implemented Total: Baseline Total: All Threatened.4.3.2.1 US China Euro area Japan World Source: Goldman Sachs Global Investment Research How robust are these results? Exhibit 7 compares our baseline simulations of the real GDP effects with three alternative scenarios. The first considers the implications of recycling the tariff revenues back into the economy through higher government spending. We see that this limits the negative consequences of the higher tariffs in China and actually raises real GDP in the US. 1 The second explores the implications of alternative import price sensitivities. Our baseline simulation uses the same import price elasticity for all economies, assuming that import volumes fall by.5% for every 1% increase in import prices. A few studies suggest, however, that Chinese imports might be more price sensitive than US demand. 11 Exhibit 7 shows a simulation in which Chinese demand is three times more price elastic than US imports. We see that introducing such differences in price sensitivity raises the negative effect on the US (as consumers find it hard to substitute away from more expensive Chinese goods) and limits the costs for China (as consumers purchase goods from other countries). The effects, however, are still small unless one adopts extreme assumptions (e.g. that US demand is completely price inelastic and Chinese imports are completely price elastic). 1 The fiscal multiplier is less than one after three years because monetary policy responds to the fiscal expansion. 11 See, for example, Jean Imbs and Isabelle Mejean, Trade Elasticities, Review of International Economics, November 216. 5 October 218 7

Exhibit 7: How Things Could Get Worse.4.3.2.1 -.1 -.2 Real GDP Level Effect of Alternative Tariff Scenarios (After Three Years).4.3.2.1 -.1 -.2 -.3 -.4 -.5 -.6 US Baseline With Fiscal Recycling With Inelastic US, Elastic China With Equity Drop (1%) China -.3 -.4 -.5 -.6 Source: Goldman Sachs Global Investment Research The third variation on the baseline simulation assumes that global equity prices drop by 1% (on top of the decline associated with higher interest rates). We see that this raises the output costs of the trade war substantially and that the effects are larger in the US than China, given the greater importance of equity wealth holdings in the United States. However, it is important to keep in mind that there is an element of assuming the answer in this simulation any shock can be made to look costly from a GDP perspective if we exogenously assume a sharp tightening in financial conditions. And at least so far, the equity market effects have been much more benign than assumed in our 1% scenario. 12 Our stylized global macro model does not capture a number of other mechanisms that could shape the cost of a global trade war in a more negative or less negative direction. A downside risk is that disruption of global value chains leads to sharper increases in production costs and declining productivity. However, an upside risk is that trade diversion simply re-routes Chinese exports to the US via third countries to avoid the tariffs with little net effect on the world economy. The US authorities would presumably aim to prevent this type of behavior, but it is unclear how easy it is to police. The conclusion of our updated analysis remains broadly unchanged. While further escalation of the trade war would have negative effects on global growth, these are likely to be quite manageable. China is clearly most vulnerable, but even there the GDP hit is only.25% in our baseline scenario and.4% in a worse-case scenario with a 25% US tariff rate on all imports from China. However, the Chinese authorities are already trying to offset the hit via lower interest rates, increased bank lending, and the 12 A similar conclusion applies to the risk of a sharp drop in business sentiment and an associated hit to capital spending. This is potentially a risk, but it is also a somewhat arbitrary assumption and not really visible in the strong recent US business confidence data. 5 October 218 8

lagged effects of the earlier renminbi depreciation, and we expect only a gradual further deceleration in Chinese growth in the next year. Sven Jari Stehn Jan Hatzius 5 October 218 9

Global Economic Forecasts Real GDP Growth (YoY) 216 217 218 219 Core CPI Inflation (YoY) 216 217 218 219 World 3.1 3.8 3.9 3.8 G3 Advanced Economies 1.7 2.4 2.4 2.2 United States (core PCE) 1.7 1.6 1.9 2.2 Emerging Markets 4.5 5.1 5.3 5.2 Euro area.9 1. 1. 1.1 G3 Germany 1.1 1.3 1.2 1.4 United States 1.6 2.2 2.9 2.6 France.6.6.9.6 Euro area 1.9 2.5 2.1 1.8 Italy.5.8.7 1. Germany 2.2 2.5 2. 1.9 Spain.7 1.2 1.2 1.6 France 1.1 2.3 1.8 1.7 Japan (ex freshfood) -.3.5 1. 1.1 Italy 1. 1.6 1..9 Advanced Economies Spain 3.3 3. 2.6 2.2 Norway 3.1 1.4 1.4 2. Japan 1. 1.7 1.1 1.2 United Kingdom 1.3 2.4 2.1 1.9 Advanced Economies Australia 2.6 2.2 3.1 2.8 Canada 1.4 3. 2.1 1.8 New Zealand 4. 2.8 2.8 3.1 Norway.9 2.4 1.5 2.1 Policy Rate (%) 216 217 218 219 Sweden 2.5 2.4 2.7 2.3 G3 Switzerland 1.4 1.1 2.2 1.9 United States.5 1.3 2.4 3.4 United Kingdom 1.8 1.7 1.3 1.2 Euro area.... Asia Japan -.1 -.1 -.1 -.1 China 6.7 6.9 6.6 6.1 Advanced Economies India 7.9 6.2 7.8 7.6 Australia 1.5 1.5 1.5 1.8 CEEMEA Canada.5 1. 1.8 2.8 Russia -.1 1.5 2. 2. New Zealand 1.8 1.8 1.8 2. Turkey 3.2 7.4 3.1-3.4 Norway.5.5.8 1.5 Latin America Sweden -.5 -.5 -.3.3 Brazil -3.5 1. 1.2 2.5 Switzerland -.8 -.8 -.8 -.5 Mexico 2.9 2. 2.2 2.8 United Kingdom.3.5.8 1. Asia China 2.6 3.1 2.3 2.5 India 6.3 6. 6.5 7.3 CEEMEA Russia 1. 7.8 7.3 6.8 Turkey 8. 8. 24. 15.5 Latin America Brazil 13.8 7. 6.5 8.3 Mexico 5.8 7.3 7.8 6.5 Source: Goldman Sachs Global Investment Research 5 October 218 1

Disclosure Appendix Reg AC We, Jan Hatzius, Sven Jari Stehn, Nicholas Fawcett and Manav Chaudhary, hereby certify that all of the views expressed in this report accurately reflect our personal views, which have not been influenced by considerations of the firm s business or client relationships. Unless otherwise stated, the individuals listed on the cover page of this report are analysts in Goldman Sachs Global Investment Research division. Disclosures Global product; distributing entities The Global Investment Research Division of Goldman Sachs produces and distributes research products for clients of Goldman Sachs on a global basis. Analysts based in Goldman Sachs offices around the world produce equity research on industries and companies, and research on macroeconomics, currencies, commodities and portfolio strategy. This research is disseminated in Australia by Goldman Sachs Australia Pty Ltd (ABN 21 6 797 897); in Brazil by Goldman Sachs do Brasil Corretora de Títulos e Valores Mobiliários S.A.; Ombudsman Goldman Sachs Brazil: 8 727 5764 and / or ouvidoriagoldmansachs@gs.com. Available Weekdays (except holidays), from 9am to 6pm. Ouvidoria Goldman Sachs Brasil: 8 727 5764 e/ou ouvidoriagoldmansachs@gs.com. Horário de funcionamento: segunda-feira à sexta-feira (exceto feriados), das 9h às 18h; in Canada by either Goldman Sachs Canada Inc. or Goldman Sachs & Co. LLC; in Hong Kong by Goldman Sachs (Asia) L.L.C.; in India by Goldman Sachs (India) Securities Private Ltd.; in Japan by Goldman Sachs Japan Co., Ltd.; in the Republic of Korea by Goldman Sachs (Asia) L.L.C., Seoul Branch; in New Zealand by Goldman Sachs New Zealand Limited; in Russia by OOO Goldman Sachs; in Singapore by Goldman Sachs (Singapore) Pte. (Company Number: 19862165W); and in the United States of America by Goldman Sachs & Co. LLC. Goldman Sachs International has approved this research in connection with its distribution in the United Kingdom and European Union. European Union: Goldman Sachs International authorised by the Prudential Regulation Authority and regulated by the Financial Conduct Authority and the Prudential Regulation Authority, has approved this research in connection with its distribution in the European Union and United Kingdom; Goldman Sachs AG and Goldman Sachs International Zweigniederlassung Frankfurt, regulated by the Bundesanstalt für Finanzdienstleistungsaufsicht, may also distribute research in Germany. General disclosures This research is for our clients only. Other than disclosures relating to Goldman Sachs, this research is based on current public information that we consider reliable, but we do not represent it is accurate or complete, and it should not be relied on as such. The information, opinions, estimates and forecasts contained herein are as of the date hereof and are subject to change without prior notification. We seek to update our research as appropriate, but various regulations may prevent us from doing so. Other than certain industry reports published on a periodic basis, the large majority of reports are published at irregular intervals as appropriate in the analyst s judgment. Goldman Sachs conducts a global full-service, integrated investment banking, investment management, and brokerage business. We have investment banking and other business relationships with a substantial percentage of the companies covered by our Global Investment Research Division. Goldman Sachs & Co. LLC, the United States broker dealer, is a member of SIPC (http://www.sipc.org). Our salespeople, traders, and other professionals may provide oral or written market commentary or trading strategies to our clients and principal trading desks that reflect opinions that are contrary to the opinions expressed in this research. Our asset management area, principal trading desks and investing businesses may make investment decisions that are inconsistent with the recommendations or views expressed in this research. The analysts named in this report may have from time to time discussed with our clients, including Goldman Sachs salespersons and traders, or may discuss in this report, trading strategies that reference catalysts or events that may have a near-term impact on the market price of the equity securities discussed in this report, which impact may be directionally counter to the analyst s published price target expectations for such stocks. Any such trading strategies are distinct from and do not affect the analyst s fundamental equity rating for such stocks, which rating reflects a stock s return potential relative to its coverage group as described herein. We and our affiliates, officers, directors, and employees, excluding equity and credit analysts, will from time to time have long or short positions in, act as principal in, and buy or sell, the securities or derivatives, if any, referred to in this research. The views attributed to third party presenters at Goldman Sachs arranged conferences, including individuals from other parts of Goldman Sachs, do not necessarily reflect those of Global Investment Research and are not an official view of Goldman Sachs. Any third party referenced herein, including any salespeople, traders and other professionals or members of their household, may have positions in the products mentioned that are inconsistent with the views expressed by analysts named in this report. This research is not an offer to sell or the solicitation of an offer to buy any security in any jurisdiction where such an offer or solicitation would be illegal. It does not constitute a personal recommendation or take into account the particular investment objectives, financial situations, or needs of individual clients. Clients should consider whether any advice or recommendation in this research is suitable for their particular circumstances and, if appropriate, seek professional advice, including tax advice. The price and value of investments referred to in this research and the income from them may fluctuate. Past performance is not a guide to future performance, future returns are not guaranteed, and a loss of original capital may occur. Fluctuations in exchange rates could have adverse effects on the value or price of, or income derived from, certain investments. Certain transactions, including those involving futures, options, and other derivatives, give rise to substantial risk and are not suitable for all investors. Investors should review current options disclosure documents which are available from Goldman Sachs sales representatives or at http://www.theocc.com/about/publications/character-risks.jsp. Transaction costs may be significant in option strategies calling for multiple purchase and sales of options such as spreads. Supporting documentation will be supplied upon request. Differing Levels of Service provided by Global Investment Research: The level and types of services provided to you by the Global Investment Research division of GS may vary as compared to that provided to internal and other external clients of GS, depending on various factors including your individual preferences as to the frequency and manner of receiving communication, your risk profile and investment focus and perspective (e.g., marketwide, sector specific, long term, short term), the size and scope of your overall client relationship with GS, and legal and regulatory constraints. As an example, certain clients may request to receive notifications when research on specific securities is published, and certain clients may request that specific data underlying analysts fundamental analysis available on our internal client websites be delivered to them electronically through data feeds or otherwise. No change to an analyst s fundamental research views (e.g., ratings, price targets, or material changes to earnings estimates for equity securities), will be communicated to any client prior to inclusion of such information in a research report broadly disseminated through electronic publication to our internal client websites or through other means, as necessary, to all clients who are entitled to receive such reports. 5 October 218 11

All research reports are disseminated and available to all clients simultaneously through electronic publication to our internal client websites. Not all research content is redistributed to our clients or available to third-party aggregators, nor is Goldman Sachs responsible for the redistribution of our research by third party aggregators. For research, models or other data related to one or more securities, markets or asset classes (including related services) that may be available to you, please contact your GS representative or go to http://36.gs.com. Disclosure information is also available at http://www.gs.com/research/hedge.html or from Research Compliance, 2 West Street, New York, NY 1282. 218 Goldman Sachs. No part of this material may be (i) copied, photocopied or duplicated in any form by any means or (ii) redistributed without the prior written consent of The Goldman Sachs Group, Inc. 5 October 218 12