23 June 2017 | 8:41PM EDT US Economics Analyst The Next Recession: Lessons from History n For the exclusive use of [email protected] n With the current expansion already the third longest in US history, investors have begun to look ahead to the next recession. In this week’s Analyst, we ask how likely the next recession is to come soon and where it is likely to come from. We start with a historical overview of the causes of recessions. Looking at 33 US recessions since the 1850s, we find that many pre-WW2 recessions originated in the financial sector, many post-WW2 recessions were caused by oil shocks and monetary policy tightening, and sentiment-driven swings in borrowing and investment led to recessions in both eras. A similar IMF study of the key contributors to 122 advanced economy recessions shows that even before 2008, financial crises were a fairly common source of modern recessions too. n n n History offers several lessons about possible sparks for the next recession. Some common contributors to past recessions look less worrisome today. Two frequent causes of modern advanced economy recessions—fiscal policy shocks and weak foreign demand—have generally not been sufficient to tip the US into recession. In addition, the dominant cause of postwar US recessions—rapid rate hikes in response to high inflation, often boosted by oil shocks—is less threatening today due to the anchoring of inflation expectations and the rise of shale. Jan Hatzius (212) 902-0394 | [email protected] Goldman Sachs & Co. LLC Alec Phillips (202) 637-3746 | [email protected] Goldman Sachs & Co. LLC David Mericle (212) 357-2619 | [email protected] Goldman Sachs & Co. LLC Spencer Hill (212) 357-7621 | [email protected] Goldman Sachs & Co. LLC Daan Struyven (212) 357-4172 | [email protected] Goldman Sachs & Co. LLC Karen Reichgott (212) 855-6006 | [email protected] Goldman Sachs & Co. LLC Avisha Thakkar (917) 343-4543 | [email protected] Goldman Sachs & Co. LLC Nonetheless, history suggests that overly rapid tightening is still a risk, as even tame tightening cycles have sometimes ended in recession. And the more timeless drivers of the business cycle—the sentiment-driven swings in both financial asset prices and borrowing and investment that are often attributed to “animal spirits”—retain their relevance as recession risks. Combining lessons from our historical study, our cross-country recession model, and research on US-specific leading indicators, we develop a recession risk dashboard for the US economy. The dashboard suggests that recession risk remains only moderate, highlighting the decline in spare capacity as a rising risk factor. This reinforces the message from our cross-country recession model, which now estimates a 1/4 chance of recession over the next two years, somewhat below the unconditional probability over two years of 1/3 since 1980. 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. Goldman Sachs US Economics Analyst The Next Recession: Lessons from History With the economy now back at full employment and the expansion already the third longest in US history, investors have begun to look ahead to the next recession. The most immediate question is whether a recession is likely to occur soon, and our answer is no—while recession risk has risen as spare capacity has evaporated, it remains only moderate. But a separate question is where the next recession is likely to come from once it does arrive. If we knew the economy were in recession a year or two from now, what would be the most likely cause? For the exclusive use of [email protected] In this week’s Analyst, we look back at a large set of historical recessions in the US and other advanced economies to identify the key contributors to past recessions. We ask how much the most common contributors to past recessions should concern us today, and whether any specific risks seem particularly worrisome at the moment. While some frequent contributors to postwar recessions such as oil shocks look less threatening today, others such as declines in financial asset prices, sentiment-driven investment swings, and too-rapid tightening of monetary policy retain their relevance as recession risks. Combining lessons from this historical investigation, our cross-country recession model, and both our own research and academic research on US-specific leading indicators, we then develop a recession risk dashboard. The dashboard reinforces our view that recession risk remains only moderate. A Historical Look at the Causes of Recessions A starting point in understanding past recessions is to simply look at the contributions of the various components of GDP during prior downturns. Exhibit 1 shows the cumulative growth contributions over all quarters included in the NBER-defined recessions since the introduction of the national accounts. The main lesson is a familiar one: while consumption has declined more often than not in recessions, investment spending—including inventories, business fixed investment, and housing—has accounted for the largest contributions to declines in output. This same stylized fact holds for a broad international sample of advanced economy recessions.1. 1. 23 June 2017 International Monetary Fund, “World Economic Outlook,” April 2002. 2 Goldman Sachs US Economics Analyst Exhibit 1: Investment Usually Dominates Output Declines During Recessions Percentage points 4 Contributions to GDP Growth During Recessions 2 2 0 0 -2 -2 -4 -4 -6 -8 Personal Consumption Housing Net Exports Total '49 For the exclusive use of [email protected] Percentage points 4 '53-'54 '57-'58 Nonresidential Fixed Investment Inventory Investment Government -6 -8 '60-'61 '70 '74-'75 '80 '81-'82 '90-'91 '01 '08-'09 Source: Department of Commerce. NBER. Goldman Sachs Global Investment Research. We turn next to classifying the most important causes of prior downturns to create a taxonomy of recessions. To expand our sample, we study all prior US recessions as defined by an NBER database that includes 33 business cycles back to 1854, shown in Exhibit 2. Of the 33, 21 occurred before World War 2, when the US economy was much more frequently in recession, and 12 have occurred since. Exhibit 2: The US Economy Has Spent Much Less Time in Recession Since WW2 US Recessions Avg Time in Recession: 42% Avg Time in Recession: 14% 0 0 1854 1864 1874 1884 1894 1904 1914 1924 1934 1944 1954 1964 1974 1984 1994 2004 2014 Note: Gray shading denotes NBER recessions. Source: NBER. Goldman Sachs Global Investment Research. 23 June 2017 3 Goldman Sachs US Economics Analyst Relying on several historical sources, we identify the key contributors to each recession.2. Exhibit 3 summarizes our findings. We draw four lessons. First, the most frequent contributors to modern recessions have been monetary policy tightening and oil price shocks, with the former in response to inflation that often gained momentum from the latter. Second, sentiment-driven swings between over-borrowing and heavy investment followed by deleveraging and investment cutbacks contributed to the two most recent recessions and also played a role in early recessions, especially during boom-and-bust cycles of railroad investment. Third, while the financial sector has not been the origin of as many modern US recessions, it was a very frequent source of early US recessions. Fourth, fiscal policy shocks have sparked US recessions, but only in the context of demobilizations from major wars. Exhibit 3: Major Contributors to Early and Modern US Recessions Number of instances 35 For the exclusive use of [email protected] 30 Number of instances 35 Key Contributors to NBER-Dated US Recessions since the 1850s: 30 25 20 Pre-WW2 Recessions Post-WW2 Recessions 25 20 15 15 10 10 5 5 0 0 Source: NBER. Goldman Sachs Global Investment Research. We can also look beyond US history using a similar taxonomy of the sources of advanced economy recessions from the IMF.3. The IMF identifies five key contributors to 122 recessions since 1960: fiscal policy shocks, monetary policy shocks, oil price shocks, external demand, and financial crises. Their classification is based on statistical rules-of-thumb and assigns multiple factors to some recessions, but none to others. This global perspective highlights a couple of additional lessons. First, oil shocks and monetary policy tightening have become less frequent contributors to recessions globally in recent decades. Second, even before the Great Recession, financial crises were a fairly common source of modern advanced economy recessions. 2. In particular, we use Victor Zarnowitz’s Business Cycles: Theory, History, Indicators, and Forecasting; Willard Long Thorp’s The Annals of the United States of America; Wesley C. Mitchell’s Business Cycles as Revealed by Business Annals; the Congressional Research Service Report “The Current Economic Recession: How Long, How Deep, and How Different From the Past?” by Marc Labonte and Gail Makinen; and sources specific to individual recessions. 3. 23 June 2017 International Monetary Fund, “World Economic Outlook,” April 2009. 4 Goldman Sachs US Economics Analyst Exhibit 4: Financial Crises and Monetary Policy Tightening Were the Most Common Triggers for Recent Advanced Economy Recessions Number of instances Number of instances 80 80 IMF Classification of the Key Contributors to Advanced Economy Recessions 70 70 1960-1985 1985-2007 60 50 50 40 40 30 30 20 20 10 10 0 0 Total Recessions For the exclusive use of [email protected] 60 Fiscal Policy Contractions Monetary 3ROLF\« Oil Shocks External 'HPDQG« Financial Crises Source: IMF. Goldman Sachs Global Investment Research. We conclude our historical overview by looking at the overlap between US and foreign recessions. As Exhibit 5 shows, US recessions coincided with broader global downturns in the early 1970s, early 1980s, early 1990s, and 2009. But US recessions have not been synchronized with global recessions in general, and as Exhibit 3 showed, weaker foreign demand alone has not been sufficient to drag the modern US economy into recession. Instead, the overlap has generally reflected a common response to a global oil shock or US problems spilling abroad. Exhibit 5: Global Recessions Sometimes Begin in the US, but Weaker Foreign Growth Has Not Been Enough to Tip the US into Recession Number of recessions 25 Number of Recessions Across 20 OECD Countries Number of recessions 25 20 20 15 15 10 10 5 5 0 1960 0 1970 1980 Note: Gray shading denotes NBER recessions. 1990 2000 2010 Source: IMF. OECD. Goldman Sachs Global Investment Research. 23 June 2017 5 Goldman Sachs US Economics Analyst How Recession Risk Has Changed How relevant are these historical drivers of recession today, and has the risk of recession changed even from its lower post-war average? If we define recession as a decline in output, then recession risk should be mechanically higher today simply because potential growth is lower. We recently showed that the historical experience of OECD countries bears this out: as the left side of Exhibit 6 shows, countries with lower potential growth have unsurprisingly experienced negative growth more frequently. But the more sensible takeaway is probably that there is nothing sacred about that 0% growth cutoff. If we instead define recessions based on increases in the unemployment rate, the probability does not rise in lower potential growth economies, as shown on the right of Exhibit 6. Exhibit 6: Lower Potential Growth Raises the Odds of a Technical Recession, but Not a Meaningful One Percent 10 For the exclusive use of [email protected] 9 Percent 10 Probability of Two Consecutive Quarters of Negative GDP Growth 9 8 8 7 7 6 6 5 5 4 4 3 3 2 2 1 1 0 0 0-1% 1-2% 2-3% 3-4% Potential GDP Growth Rate >4% Percent 4.0 3.5 Percent 4.0 Probability of Two Consecutive Quarters of 30bp Increase in Unemployment Rate 3.5 3.0 3.0 2.5 2.5 2.0 2.0 1.5 1.5 1.0 1.0 0.5 0.5 0.0 0.0 0-1% 1-2% 2-3% 3-4% Potential GDP Growth Rate >4% Source: OECD. Goldman Sachs Global Investment Research. In fact, many of the common contributors to recessions do not look that worrisome in the US today. Consider, for example, the five factors identified by the IMF’s taxonomy. Two of them—external demand shocks and fiscal policy shocks, at least those unrelated to the end of a major war—have never been large enough to spark a modern US recession.4. A third—oil shocks—appears much less threatening with the rise of shale, which makes the impact of price fluctuations on US GDP more balanced and, as we argued several years ago, limits the potential magnitude of the price shock. The fourth category, excessive monetary policy tightening, looks at least somewhat less threatening now than in much of the postwar era because inflation expectations are better anchored on the Fed’s target and oil shocks are unlikely to provide as much inflationary momentum. But here history counsels caution against over-confidence: even relatively modest monetary policy tightening, far less than after the 1970s oil shocks, contributed to the 1957 and 1960 recessions. 4. In fact, even accounting for the impact on financial conditions, major modern foreign economic crises have generally had only limited effects on the US economy. See David Mericle and Daan Struyven, “The Impact of Foreign Crises on the US: A Ripple or a Wave?”, US Daily, 17 February 2016. 23 June 2017 6 Goldman Sachs US Economics Analyst The fifth category, financial sector shocks, is a broad heading covering asset price collapses as well as banking crises and credit crunches. While the sources of some 19th-century financial crises now appear quaint, others reflect a more timeless factor, wild fluctuations in asset valuations. Moreover, as we noted above, recessions originating in the financial sector have actually been fairly common in advanced economies in recent decades. Finally, missing from the IMF’s categories is the real economy analogue, swings in “animal spirits” that have driven cycles of heightened borrowing and investment followed by deleveraging and investment cutbacks in both early and modern US cycles. This category too appears equally relevant today. A Recession Risk Dashboard for the US Economy For the exclusive use of [email protected] What do these insights suggest about the probability of recession today? Our preferred tool for answering this question is our cross-country recession model, which we estimate using real and financial data on 20 advanced economies since 1980. The model, shown in Exhibit 7, indicates that recession risk has risen, primarily due to the decline in spare capacity in the US economy. But the model suggests that recession risk remains only moderate at about 13% on a 1-year horizon (compared to an unconditional probability of 23% since 1980) and 24% on a 2-year horizon (compared to an unconditional probability of 34%). Exhibit 7: US Recession Risk Has Risen, but Remains Only Moderate Percent 100 Percent 100 US Current Next Year Next 2 Years 90 80 70 US Recession Risk 90 80 70 60 60 50 50 40 40 30 30 20 20 10 10 0 1980 0 1985 1990 1995 2000 2005 2010 2015 Source: Goldman Sachs Global Investment Research 23 June 2017 7 Goldman Sachs US Economics Analyst To provide a broader view, we develop a US recession risk dashboard, shown below in Exhibit 8. The dashboard combines insights from three sources: our historical investigation of recessions; our cross-country recession model; and both our own and academic research on US-specific leading indicators. The first row of the dashboard shows two series included in our cross-country recession model. Stronger growth momentum captured by our current activity indicator signals lower recession risk, while a more positive output gap indicates higher recession risk. The second row of the dashboard shows two high-frequency US economic indicators, consumer expectations from the University of Michigan survey and building permits. We choose these two because both our own research and a similar exercise by NY Fed researchers highlight them as high-quality leading indicators. In both cases, lower values indicate higher recession risk. For the exclusive use of [email protected] The third row of the dashboard shows private sector net saving from our financial balances model, an indicator that declined sharply in the run-up to the last two US recessions, and a measure of business lending standards in the Senior Loan Officer Opinion Survey, where a higher value indicates that access to credit is tightening. Together these series help to identify leverage and investment cycles. The fourth row of the dashboard shows three more variables included in our cross-country recession model. On the left, a flatter yield curve has historically been the best market indicator of recession risk, although its interpretation recently has been complicated somewhat by the impact of quantitative easing. On the right, sharp declines in home and equity prices have also contributed to past recessions. The dashboard reinforces the message from our cross-country model that recession risk remains limited. Of the various indicators, only the moderately positive output gap signals much risk, and with inflation still quite restrained even this indicator might be less worrisome than usual. Market attention has focused on the flattening of the yield curve recently, but the slope remains well above levels that preceded most past recessions, and the NY Fed’s term spread-based recession probability estimate remains correspondingly low. And while we have highlighted a few areas of concern for the US economy recently—in particular auto sales and commercial real estate—these sectors alone are unlikely to amount to enough to tip the economy into recession. 23 June 2017 8 Goldman Sachs US Economics Analyst Exhibit 8: A Recession Risk Dashboard for the US Economy Percent change, annual rate 10 Percent change, annual rate 10 Percentage points 6 8 8 6 6 4 4 2 2 0 0 -2 -2 -4 -4 -6 -6 -8 -8 -10 1972 -10 1977 1982 1987 1992 1997 2002 2007 2012 Index 120 Index 120 4 2 2 0 0 -2 -2 -4 -4 -6 -6 -8 1973 1983 1993 2003 Percent change, year ago 120 2013 Percent change, year ago 120 Building Permits Authorized University of Michigan Consumer Expectations For the exclusive use of [email protected] 4 -8 1963 2017 Percentage points 6 FRB/US Output Gap US Current Activity Indicator 110 110 100 100 90 90 80 80 70 70 60 100 100 80 80 60 60 40 40 20 20 0 0 -20 -20 -40 -40 -60 -60 60 50 50 40 1952 -80 1960 40 1962 1972 Percent of GDP 12 1982 1992 2002 2012 Percent of GDP 12 Private Sector Net Saving 1970 1980 1990 2000 Net percent tightening 100 2010 -80 2020 Net percent tightening 100 SLOOS Business Lending Standards* 10 10 8 8 6 6 4 4 2 2 0 0 -2 -2 -4 -4 -6 -6 80 80 60 60 40 40 20 20 0 0 -20 -8 1947 -8 1957 1967 1977 1987 1997 2007 Percentage points 6 2017 Percentage points 6 Spread Between 10-Year UST Yield and Fed Funds Target 4 4 2 2 0 0 -2 -2 -4 -4 -6 -8 1955 1965 1975 1985 1995 2005 2015 -40 1967 -20 -40 1973 1979 1985 1991 1997 2003 Percent change, year ago 2015 Percent change, year ago S&P500 (left) 60 2009 Real Home Prices (right) 15 40 10 20 5 0 0 -20 -5 -6 -40 -10 -8 -60 1947 -15 1957 1967 1977 1987 1997 2007 2017 *Questions on business lending standards were not included in the SLOOS survey from 1984-1990. Note: Gray shading denotes US NBER recessions. Source: Federal Reserve. University of Michigan. Bloomberg. Census Bureau. OECD. Department of Commerce. Goldman Sachs Global Investment Research. 23 June 2017 9 Goldman Sachs US Economics Analyst The Next Recession Both our cross-country recession model and our US recession risk dashboard suggest that near-term recession risk remains only moderate. But when the next recession does come, where will it come from? Our historical analysis offers three main lessons. First, the dominant cause of postwar US recessions—monetary policy tightening in response to high inflation often boosted by oil shocks—looks much less threatening in a world with well-anchored inflation expectations and shale-imposed limits on oil prices. Second, this does not mean that over-tightening is not a risk; tightening cycles in the late 1950s were quite tame, but nonetheless ended in recession. Third, the more timeless drivers of the business cycle—the sentiment-driven swings in both financial asset prices and borrowing and investment that are often attributed to “animal spirits”— retain their relevance as recession risks. For the exclusive use of [email protected] David Mericle 23 June 2017 10 Goldman Sachs US Economics Analyst The US Economic and Financial Outlook (% change on previous period, annualized, except where noted) 2014 2015 2016 (f) 2017 (f) 2018 (f) 2019 (f) 2020 (f) Q1 2017 Q2 Q3 Q4 Q1 2018 Q2 Q3 Q4 OUTPUT AND SPENDING Real GDP Consumer Expenditure Residential Fixed Investment Business Fixed Investment Structures Equipment Intellectual Property Products Federal Government State & Local Government Net Exports ($bn, '09) Inventory Investment ($bn, '09) Industrial Production, Mfg. 2.4 2.9 3.5 6.0 10.3 5.4 3.9 -2.5 0.2 -426 58 1.2 2.6 3.2 11.7 2.1 -4.4 3.5 4.8 0.0 2.9 -540 84 0.1 1.6 2.7 4.9 -0.5 -2.9 -2.9 4.7 0.6 0.9 -563 22 0.0 2.1 2.5 3.9 4.2 8.7 2.2 3.9 -0.1 0.2 -604 7 1.6 2.2 2.1 2.3 2.8 1.9 3.0 3.0 1.1 1.9 -612 17 1.7 1.7 1.6 3.0 2.6 2.0 2.4 3.2 1.1 2.2 -646 23 1.2 1.5 1.5 3.0 2.3 1.7 2.0 3.0 1.0 2.0 -686 25 1.0 1.2 0.6 13.7 11.4 28.3 7.2 6.7 -2.1 -0.6 -600 4 2.4 2.5 3.3 -1.5 3.0 5.5 1.4 3.5 1.5 0.1 -605 -5 2.0 2.5 2.4 1.0 2.3 0.5 3.5 2.0 0.3 1.5 -605 12 2.0 2.3 2.3 2.0 2.3 1.5 3.0 2.0 0.5 2.0 -606 15 2.0 2.3 2.0 3.0 2.9 2.0 3.0 3.5 1.5 2.0 -604 15 1.5 2.0 1.9 2.0 2.9 2.0 3.0 3.5 1.5 2.0 -608 17 1.5 2.0 1.8 4.0 2.9 2.0 3.0 3.5 1.5 2.5 -613 17 1.5 2.0 1.8 4.0 2.9 2.0 3.0 3.5 1.0 2.5 -622 20 1.5 1,001 440 4,923 6.1 1,107 503 5,234 4.8 1,177 561 5,440 4.9 1,278 644 5,493 4.9 1,370 707 5,482 3.7 1,460 771 5,539 3.2 1,493 804 5,599 2.3 1,238 619 5,620 5.2 1,269 637 5,467 5.5 1,291 653 5,437 5.2 1,314 668 5,450 3.9 1,336 683 5,462 3.8 1,359 699 5,475 3.7 1,381 715 5,489 3.6 1,403 731 5,503 3.6 1.6 1.7 1.6 0.1 1.8 1.4 1.3 2.2 1.7 1.9 1.9 1.6 1.8 2.0 1.9 2.3 2.3 2.1 2.3 2.4 2.2 2.6 2.2 1.7 1.9 1.8 1.5 1.8 1.7 1.5 1.4 1.7 1.7 1.2 1.7 1.7 1.8 2.1 1.9 2.0 2.2 1.9 2.2 2.2 1.9 6.2 12.0 237 5.3 10.4 228 4.9 9.6 194 4.4 8.6 170 4.2 8.1 119 4.2 8.2 60 4.3 8.4 60 4.7 9.2 182 4.4 8.5 175 4.3 8.4 175 4.2 8.2 150 4.2 8.2 125 4.2 8.1 125 4.2 8.1 125 4.1 8.1 100 -483 -439 -587 -650 -725 -875 -975 -- -- -- -- -- -- -- -- 0.75-1.0 1.0-1.25 1.0-1.25 1.25-1.5 2.40 2.50 2.65 2.75 1.07 1.08 1.08 1.07 111 114 114 116 1.5-1.75 2.90 1.06 117 HOUSING MARKET Housing Starts (units, thous) New Home Sales (units, thous) Existing Home Sales (units, thous) Case-Shiller Home Prices (%yoy)* For the exclusive use of [email protected] INFLATION (% ch, yr/yr) Consumer Price Index (CPI) Core CPI Core PCE** LABOR MARKET Unemployment Rate (%) U6 Underemployment Rate (%) Payrolls (thous, monthly rate) GOVERNMENT FINANCE Federal Budget (FY, $bn) FINANCIAL INDICATORS FF Target Range (Bottom-Top, %)^ 10-Year Treasury Note^ (XUR ¼ A Yen ($/¥)^ 0-0.25 0.25-0.5 0.5-0.75 1.25-1.5 2.25-2.5 3.25-3.5 3.25-3.5 2.17 2.27 2.45 2.75 3.25 3.60 3.70 1.21 1.09 1.06 1.07 1.10 1.15 1.20 120 120 117 116 120 125 125 1.75-2 2.0-2.25 2.25-2.5 3.00 3.10 3.25 1.05 1.08 1.10 118 119 120 * Weighted average of metro-level HPIs for 381 metro cities where the weights are dollar values of housing stock reported in the American Community Survey. ** PCE = Personal consumption expenditures. ^ Denotes end of period. Note: Published figures in bold. Source: Goldman Sachs Global Investment Research 23 June 2017 11 Goldman Sachs US Economics Analyst Economic Releases and Other Events Estimate Time (EDT) Date Mon Jun 26 Wed Jun 27 Jun 28 For the exclusive use of [email protected] Fri Jun 29 Jun 30 Consensus Last Report 8:30 Durable Goods Orders (May) -0.7% -0.6% -0.8% Durable Goods Orders Ex-Transport (May) +0.5% +0.4% -0.5% 8:30 Core Capital Goods Orders (May) +0.6% +0.3% +0.1% 8:30 Core Capital Goods Shipments (May) +0.5% +0.3% +0.1% 9:00 Dallas Fed Survey (Jun) S&P/Case Shiller Home Price Index (Apr) 10:00 Consumer Confidence (Jun) 10:00 Richmond Fed Survey (Jun) 8:30 Advanced Goods Trade Balance (May) 8:30 :KROHVDOH,QYHQWRULHV²3UHO 0D\ 10:00 Thu GS 8:30 10:30 Tue Indicator Pending Home Sales (May) 8:30 5HDO*'3²4$QQXDOL]HG 7KLUG 8:30 Personal Consumption (Q1) 8:30 Initial Jobless Claims 8:30 Continuing Claims n.a. 16.0 17.2 0.50% +0.5% +0.9% 116.0 116.0 117.9 n.a. 7 1 -$67.3bn -$66.0bn -$67.1bn n.a. +0.2% -0.5% +0.5% +0.8% -1.3% 1.2% +1.2% +1.2% +0.6% +0.6% +0.6% 240,000 240,000 241,000 n.a. 1,932,000 1,944,000 8:30 Personal Income (May) 0.30% +0.3% +0.4% 8:30 Personal Spending (May) 0.20% +0.1% +0.4% 8:30 PCE Price Index (May) -0.04% -0.1% +0.2% 8:30 Core PCE Price Index (May) +0.09% +0.1% +0.2% 9:45 &KLFDJR3XUFKDVLQJ0DQDJHUV¶,QGH[ -XQ 59.4 58.0 59.4 80LFK&RQVXPHU6HQWLPHQW²)LQDO -XQ 94.0 94.5 94.5 10:00 Source: Goldman Sachs Global Investment Research 23 June 2017 12 Goldman Sachs US Economics Analyst Disclosure Appendix Reg AC We, Jan Hatzius, Alec Phillips, David Mericle, Spencer Hill, Daan Struyven, Karen Reichgott and Avisha Thakkar, 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. 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