Where Did Prosperity Go and How Do We Bring it Back?

Size: px
Start display at page:

Download "Where Did Prosperity Go and How Do We Bring it Back?"

Transcription

1 Where Did Prosperity Go and How Do We Bring it Back? by Lacy H. Hunt, Ph.D., Chief Economist Hoisington Investment Management Co. SIC 2016 May 24-27, Bee Caves Road Building 2, Suite 100 Austin, Texas Fax

2 Total Nonfinancial Debt as a % of GDP (Excluding Off Balance Sheet Liabilities) year ending levels Change in Debt per $ of GDP: $ $ $3.5 Q = 245. Q = Avg Debt: +1.9 tril. GDP: +.5 tril '00 '03 '06 '09 '12 '15 Source: Federal Reserve Board, Bureau of Economic Analysis. Through Q page 1

3 8 Business Debt as a % of GDP (Excluding Off Balance Sheet Liabilities) quarterly Q = 73.4 Q = 70.3% 8 7 Q = 68.7% 7 6 Q = 68.1% 6 5 Avg. = Debt: +793 bil. Investment: +93 bil '00 '03 '06 '09 '12 '15 Source: Federal Reserve Board, Bureau of Economic Analysis. Through Q page 2

4 Gross Federal Debt as a % of GDP (Excluding Off Balance Sheet Liabilities) quarterly Q1 2016: Debt = 19.3 tril. GDP = 18.2 tril. Debt/GDP ratio 10 Avg. = 55. Net present value of unfunded liabilities = $60 trillion in excess of Social Security and other trust funds '00 '03 '06 '09 '12 '15 Source: Federal Reserve Board, Bureau of Economic Analysis. Through Q page 3

5 70 60 Total Private and Public Debt as a % of GDP Major Countries annual Japan U.K Canada Australia Eurozone U.S China Source: Bank of Japan, Cabinet Office, Statistics Canada, Federal Reserve, Bureau of Economic Analysis, Office for National Statistics of U.K., Statistical Office of the European Communities, Reserve Bank of Australia. Haver Analytics. Through Q Australia through Q1. U.S. Through page 4

6 Characteristics of Extremely Over-Indebted Economies 1. Transitory spurts in economic growth, inflation and high-grade bond yields cannot be sustained because debt constrains economic activity. 2. Due to debt repayment obligations, economies are subject to structural downturns without the cyclical excesses of rising interest rates and inflation. 3. Due to the start and stop economy, productivity growth deteriorates but this is not inflationary, just another symptom of the controlling debt influence. 4. Monetary policy is asymmetric - can restrain but not stimulate growth. 5. Fiscal policy options exist provided that they do not increase aggregate indebtedness. Historically, debt overhangs in major economies have only been cured by a significant multi-year rise in saving. 6. Inflation falls dramatically, increasing the risk of deflation. 7. Treasury bond yields fall to extremely low levels and remain depressed for a extended period since the Fisher equation ( ) states that the long risk-free yield is equal to the real yield plus expected inflation. 8. When multiple major economies are simultaneously over-indebted the world lacks an engine of growth. page 5

7 2 Nominal GDP, Y year over year % change, quarterly Q4 to Q4 % change (A) (B) (C) (D) Nominal GDP 4.1% 3.9% 3.1% Real GDP Y = P(price level)*q(real GDP) Y = M*V '04 '11 Source: Bureau of Economic Analysis. Through Q page 6

8 Eight Decades of the Wicksell Effect, WE WE = (BAA Corporate Bond Yield(Rm) less year over year Percent Change in Nominal GDP(Y)) annual WE = Rm-% change Y WE = Rm-% change (M*V) Avg. = WE = market rate of interest - % change in GDP 2015 BAA yield = 5. Nominal GDP = 3.1% BAA - GDP = 1.9% Sources: Federal Reserve Board, Bureau of Economic Analysis. Through page 7

9 % - -8% -1 GDP Implicit Price Deflator, P percent change in annual average P = Y/Q P = (M*V)/Q % - -8% Sources: Federal Reserve Board, Bureau of Economic Analysis, N.S. Balke & R.J. Gordon, C.D. Romer. Through page 8

10 2. Real Per Capita GDP Growth, Selected Periods average annual growth Real Per Capita GDP decade average growth % 3% 3% % % Sources: Bureau of Economic Analysis, Congressional Budget Office, Office of Management and Budget, N.S. Balke & R.J. Gordon, C.D. Romer, Measuring Worth. Through page 9

11 3. 2. Real Per Capita GDP Growth, Current Expansion vs. Prior Expansions average annual growth 2.7% % Sources: Bureau of Economic Analysis, Congressional Budget Office, Office of Management and Budget, N.S. Balke & R.J. Gordon, C.D. Romer, Measuring Worth. Through page 10

12 Corporate Profits: After Tax with IVA & CCAdj $1,700 billions billions $1,700 $1,600 $1,600 $1,500 $1,500 $1,400 $1,300 $1, Corporate Profits: After Tax with IVA & CCAdj 8 quarter % change, a.r '05 '12 '10 '11 '12 '13 '14 '15 '16 Source: Bureau of Economic Analysis. Through Q Lowest since Q $1,400 $1,300 $1,200 page 11

13 Employment Cost Index: Compensation year-over-year percent change, quarterly 3% 3% 1% '00 '02 '04 '06 '08 '10 '12 '14 '16 Source: Bureau of Labor Statistics. Includes all civilian workers. Through Q % page 12

14 3% Nonfarm Business Sector: Productivity 4 year % change a.r., quarterly 58 Thousands levels Thousands Real Median Household Income annual % Avg. 1% 1% -1% -1% '00 '03 '06 '09 '12 '15 Sources: Census Bureau. Bureau of Labor Statistics. Through Q Real Median HH Income through page 13

15 The Monetary Base vs. Excess Reserves of U.S. Depository Institutions bil. monthly level '02 '05 '08 '11 '14 Source: Federal Reserve Board. Through May 11, Monetary Base: orange line Excess Reserves: red line bil page 14

16 % % - M2 Money Stock 3 and 6 month % change, a.r. and y-o-y % change '06 '07 '08 '09 '10 '11 '12 '13 '14 '15 '16 '17 Source: Federal Reserve. Through May 2, M2 Money Stock annual % change mo 6 mo y-o-y % % - page 15

17 = 2.0 Velocity of Money Equation of Exchange: GDP(Y) = M*V annual V = Y/M avg to present = = 2.2 avg to 1983 = 1.75 Lowest since = 1.2 GDP = MB*m*V Sources: Federal Reserve Board; Bureau of Economic Analysis; Bureau of the Census; The Amercian Business Cycle, Gordon, Balke and Romer. Through Q Q1 2016; V = GDP/M, GDP = 18.1 tril, M2 = 12.5 tril, V = page 16

18 Nominal Broad Trade Weighted Dollar Index monthly highest since 11/02 QE1 starts QE2 starts QE3 starts Taper announcement '01 '03 '05 '07 '09 '11 '13 '15 Source: Federal Reserve. Through May 6, page 17

19 1 GDP Composite Growth for China, U.S., Japan and Europe annual % change 1 8% 8% Avg. = 4.7% Sources: Bureau of Economic Analysis, European Central Bank, Bank of Japan, China National Bureau of Statistics, Haver Analytics, World Bank, U.S.D.A. Through Q page 18

20 1 M2 Composite Growth for China, U.S., Japan and Europe annual % change % Avg. = 7. 8% Sources: Bureau of Economic Analysis, European Central Bank, Bank of Japan, China National Bureau of Statistics, Haver Analytics, World Bank, U.S.D.A. Through Q page 19

21 M2 Velocity annual U.S. Euro Japan China Sources: Bureau of Economic Analysis, Federal Reserve, European Central Bank, Bank of Japan, China National Bureau of Statistics, People's Bank of China, Haver Analytics. Through Q page 20

22 7% Long-Term Government Bond Yields Starting with Historic Panic Years: Japan 1989, U.S and 1929 Japan 1989 annual average U.S. panic year 1873 = year 1 U.S. panic year 1929 = year 1 Japan panic year 1989 = year 1 7% U.S % U.S U.S % 1% Sources: Federal Reserve Board, Homer & Sylla. Bank of Japan. 1% page 21

23 Possible Federal Reserve Actions 1. Additional federal funds rate increases 2. Negative short interest rates 3. Q.E Helicopter 5. Forward guidance page 22

24 3 28% % % - Personal Saving Rate annual average 1929 level Sources: Bureau of Economic Analysis, Martha L. Olney University of California. Through % % % - page 23

25 Appendix

26 0.0 bil. Trade Deficit: Goods billions chained 2009$, s.a., 3 month average bil non-petroleum trade deficit trade deficit U.S. Net Petroleum Imports monthly, s.a, millions of barrels a day mil mil '03 '07 '11 ' '00 '02 '04 '06 '08 10 '12 '14 '16 Source: Census Bureau. Through March page A-1

27 Crude Oil Production and North American Rig Count monthly Crude oil production: right scale thin line mil. BPD Rig count: left scale thick line '01 '04 '07 '10 '13 '16 Source: Energy Information Administration, Baker Hughes Inc. Through May 6, page A-2

28 1 8% Real Inventory Investment as a % of Real GDP quarterly, a.r. Avg. Since 1990 = 1.1% '04 '11 Source: Bureau of Economic Analysis. Through Q % page A-3

29 Industrial Production year over year % change 1 8% % % Gross value added as a % of GDP = Industrial sector Service sector % of employment 13% % % of S&P 500 earnings '01 '03 '05 '07 '09 '11 '13 '15 Source: Federal Reserve. Through April % % % Industrial Production: ex Auto y-o-y % change - '01 '03 '05 '07 '09 '11 '13 '15 1 8% % % - 1 8% % % page A-4

30 Industrial Production year over year % change '06 '13 Source: Federal Reserve Board. Through Q Last plot 3 months ending April vs. same period a year ago. page A-5

31 Nondefense Capital Goods ex Aircraft: Orders and Shipments y-o-y % change, quarterly 1 Shipments 1-1 Orders '02 '03 '04 '05 '06 '07 '08 '09 '10 '11 '12 '13 '14 '15 '16 Source: Census Bureau. Through Q page A-6

32 Nonfarm Payroll Growth average monthly change Nonfarm Manufacturing (A) (B) (C) Source: Bureau of Labor Statistics. Through April page A-7

33 Labor Market Conditions Index index change '01 '05 '09 '13 Source: Federal Reserve Board. Through April page A-8

34 Merchant Wholesalers: Sales year-over-year % change, monthly '00 '04 '08 '12 '16 Source: Census Bureau. Through March page A-9

35 Housing Starts monthly level Housing Starts: Single Family monthly level 2600 thousands thousands thousands thousands '01 '04 '07 '10 '13 '16 Source: Bureau of Census. Through April '01 '04 '07 '10 '13 '16 Source: Bureau of Census. Through April New Home Sales monthly level (thousands) '01 '04 '07 '10 '13 '16 Source: Bureau of Census. Through March New Home Sales year-over-year % change, monthly '01 '05 '09 '13 Source: Bureau of Labor Statistics. Through March page A-10

36 Foreign Holdings of U.S. Securities Long Term Securities (col. 2) Long Term Debt (col. 4) U.S. Treasury Securities ( col. 7 plus Treasury bills ) Long-Term securities Equities Debt Corporates U.S. Agency U.S. Treasury 5 years and less 5-10 years over 10 years * ($trillions) * ($trillions) % 38% 73% 21% * ($trillions) % 63% % * ($trillions) % 59% 19% % * may not sum due to rounding. Source: U.S Treasury Department Privately held 73% 18% 9% marketable interest-bearing public debt: page A-11

37 Interest Rates monthly 7% 7% -84 bps 30 year FOMC central tendency 3% 3% 72bps 10 year 1% 5 year 1% -1% Short term trough in yields Fed Funds '00 '01 '02 '03 '04 '05 '06 '07 '08 '09 '10 '11 '12 '13 '14 '15 '16 '17 '18 Source: Federal Reserve. Through April FOMC Dots -1% page A-12

38 U.S. Private and Public Debt as a % of GDP annual Current total debt = $67.2 trillion, GDP = 18.1 trillion Debt/GDP of 189. would require total debt of $34.3 trillion Debt/GDP of 171% would require total debt of $31.0 trillion Real GDP avg. growth: % Difference between and equals 1.8% Panic Year 1873 Panic Year avg. = 189. Panic Year avg. = 171% Sources: Bureau of Economic Analysis, Federal Reserve, Congressional Budget Office. Census Bureau: Historical Statistics of the United States Colonial Times to Through Q page A-13

39 Real Yield, r annual (nominal yield less annual change in GDP deflator) Long term avg.: Rates = 4. Inflation = 2.1% Real yield = 2.1% - r = Rtb - Pe Pe = (M*V)/Q Sources: Federal Reserve Board, Bureau of Economic Analysis, N.S. Balke & R.J. Gordon, C.D. Romer. Through page A-14

40 S&P GSCI vs. Bloomberg Commodity Index monthly level '03 '07 '11 '15 Source: Standard and Poor s, Haver Analytics. Through May 10, S&P GSCI Bloomberg page A-15

41 140 Nominal Broad Trade Weighted Dollar vs. Nonpetroleum Imports monthly; indexed to July Nominal Broad Trade Weighted Dollar Index: Nonpetroleum Imports Price Index: -5. '11 '12 '13 '14 '15 '16 Source: Federal Reserve and Bureau of Labor Statistics. Through March page A-16

42 1 Long Term Treasury Rate annual average Fall of Berlin Wall % Interest rate avg. = 2.8% Inflation rate avg. = 1. Onset of Iron and Bamboo Curtains Interest rate avg. = 5.9% Inflation rate avg. = 3.9% 1 8% avg. = 4. Global market Restricted market Sources: Federal Reserve Board, Homer & Sylla, Wall Street Journal. Through Initial global market period interrupted by WWI. Global market page A-17

43 Global Interest Rates 10 Year Yields Spread from U.S. 10 Year Yields 30 Year Yields Spread from U.S. 30 Year Yields 1. U.S % 2. Canada % 1.98% 0.63% 3. Sweden 0.47% 1.28% Netherlands % % 5. France % 1.13% 6. Austria Germany % 0.87% Taiwan 0.78% 0.97% Switzerland % 0.18% 2.43% 10. Japan -0.13% 1.88% % Through May 12, Source: Bloomberg. page A-18

Economic Update. Automotive Insights Conference. Paul Traub. Federal Reserve Bank of Chicago January 18, Senior Business Economist

Economic Update. Automotive Insights Conference. Paul Traub. Federal Reserve Bank of Chicago January 18, Senior Business Economist Economic Update Automotive Insights Conference Federal Reserve Bank of Chicago January 18, 2018 Paul Traub Senior Business Economist Main Economic Indicators Year-over-year Comparison 2015 2016 2017 GDP

More information

The Vision Council Winds of Change

The Vision Council Winds of Change The Vision Council Winds of Change Brian Beaulieu CEO Preliminary 217 Forecast Results If you heard ITR a year ago 2 Duration Accuracy US GDP (data through Sep) 24 98.5% US Ind. Prod. (Dec) 24 96.8% Eur

More information

Economic Update Birmingham Bloomfield Chamber

Economic Update Birmingham Bloomfield Chamber Economic Update Birmingham Bloomfield Chamber Paul Traub Senior Business Economist Federal Reserve Bank of Chicago/Detroit Branch January 11, 2019 The views expressed here are our own and do not necessarily

More information

Economic Update German American Chamber of Commerce

Economic Update German American Chamber of Commerce Economic Update German American Chamber of Commerce Federal Reserve Bank of Chicago October 6, 2015 Paul Traub Senior Business Economist U.S. Real GDP Billions Chained $2009, % Change Q/Q at SAAR $ Billions

More information

Economic Update Baker College - Flint

Economic Update Baker College - Flint Economic Update Baker College - Flint Federal Reserve Bank of Chicago January 10, 2017 Paul Traub Senior Business Economist Main Economic Indicators Year-over-year Comparison Actual 2014 2015 2016 GDP

More information

Light Vehicle Sales Are We at a Turning Point?

Light Vehicle Sales Are We at a Turning Point? Light Vehicle Sales Are We at a Turning Point? Federal Reserve Bank of Chicago June 3, 2016 Paul Traub Senior Business Economist Overview U.S. Economy (C + I + G + Nx) U.S. Consumer Ability and Willingness

More information

Economic Outlook. William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago

Economic Outlook. William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago Economic Outlook Midwest Association of Rail Shippers Lombard, IL January 13, 216 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago The Great Recession ended in June

More information

Urban Land Institute A Bend in the Road

Urban Land Institute A Bend in the Road Urban Land Institute A Bend in the Road Brian Beaulieu CEO 216 Forecast Results 2 Duration Accuracy US GDP 15 99.1% US Ind. Prod. 1 99.9% Eur Ind. Prod. 15 99.2% Canada Ind Prod 15 99.6% China Ind Prod

More information

Economic Update Birmingham Bloomfield Chamber Breakfast

Economic Update Birmingham Bloomfield Chamber Breakfast Economic Update Birmingham Bloomfield Chamber Breakfast Federal Reserve Bank of Chicago February 2, 2016 Paul Traub Senior Business Economist Overview U.S. Economy (C + I + G + Nx) U.S. Consumer Monetary

More information

ECONOMIC OUTLOOK SECOND-LONGEST US EXPANSION IN HISTORY, CAN IT SET A RECORD?

ECONOMIC OUTLOOK SECOND-LONGEST US EXPANSION IN HISTORY, CAN IT SET A RECORD? ECONOMIC OUTLOOK SECOND-LONGEST US EXPANSION IN HISTORY, CAN IT SET A RECORD? Augustine Faucher Chief Economist Florida School Finance Officers Association Hyatt Regency Jacksonville June 15, 2018 Gus

More information

Urban Land Institute. November Make Your Move. Brian Beaulieu ITR Economics.

Urban Land Institute. November Make Your Move. Brian Beaulieu ITR Economics. Urban Land Institute November 212 Make Your Move Brian Beaulieu ITR Economics Results for 211 2 Duration Forecast Actual GDP 18 $13.525 $13.332 (-1.4%) US Ind Prod. 11 93.1 (12MMA) 93.8 (.8%) EU Ind. Prod.

More information

Is the U.S. Losing Its Manufacturing Base?

Is the U.S. Losing Its Manufacturing Base? Is the U.S. Losing Its Manufacturing Base? Rocky Mountain Economic Summit Afton, WY July 10, 2014 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago 2 The Setup Manufacturing

More information

Economic Outlook. William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago

Economic Outlook. William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago Economic Outlook Illinois Public Pension Fund Association Hoffman Estates, IL February 16, 217 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago GDP expanded by 1.9%

More information

THE ELECTION, SMALL BUSINESS, AND THE ECONOMY

THE ELECTION, SMALL BUSINESS, AND THE ECONOMY THE ELECTION, SMALL BUSINESS, AND THE ECONOMY WILLIAM DUNKELBERG CHIEF ECONOMIST, NFIB TWO WAYS OUT, NEITHER DESIRABLE INDEX OF CONSUMER SENTIMENT QUARTERLY APRIL 110 100 Index Value 90 80 70 60

More information

2014 Forecast Results

2014 Forecast Results 214 Forecast Results Duration Forecast Result* Accuracy US GDP 15 $16.98 Trillion $16.345 Trillion 98.5% US Ind. Prod. 13 11.5 (12MMA) 14.2 97.3% EU Ind. Prod. 14 1.6 (12MMA) 11.6 99.% Canada Ind Prod

More information

OUTLOOK FOR THE U.S. ECONOMY AND FINANCIAL MARKETS

OUTLOOK FOR THE U.S. ECONOMY AND FINANCIAL MARKETS OUTLOOK FOR THE U.S. ECONOMY AND FINANCIAL MARKETS GIC/PCBE Luncheon Philadelphia February, A Presentation by: Martin H. Barnes Managing Editor The Bank Credit Analyst mbarnes@bcaresearch.com Sherbrooke

More information

Houston Economic Outlook. Prepared by Patrick Jankowski SVP Research

Houston Economic Outlook. Prepared by Patrick Jankowski SVP Research Houston Economic Outlook Prepared by Patrick Jankowski SVP Research Longest U.S. Expansions Tech Boom '91 - '01 120 Current Boom June '09 to Present 114 60s Boom '61 - '69 Reagan Years '82 - '90 92 106

More information

Consensus Outlook

Consensus Outlook Consensus Outlook - 219 Thirty-second Annual Economic Outlook Symposium November 3, 218 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago The views expressed herein

More information

Economic and Housing Market Trends and Outlook

Economic and Housing Market Trends and Outlook Economic and Housing Market Trends and Outlook Lawrence Yun, Ph.D. Chief Economist NATIONAL ASSOCIATION OF REALTORS Presentation to Memphis Area Association of REALTORS Memphis, TN April 2, 213 Forecast

More information

The Economic Outlook. Dr. George Mokrzan Director of Economics. November 9, 2017

The Economic Outlook. Dr. George Mokrzan Director of Economics. November 9, 2017 The Economic Outlook Dr. George Mokrzan Director of Economics November 9, 217 The Economic Outlook for the Nation The U.S. economy (real GDP) is forecasted to grow at a moderate pace of 2.3% in 218, close

More information

The Role of the Federal Reserve Metropolitan Research Group UM-D

The Role of the Federal Reserve Metropolitan Research Group UM-D The Role of the Federal Reserve Metropolitan Research Group UM-D Federal Reserve Bank of Chicago January 24, 2017 Paul Traub Senior Business Economist The Federal Reserve System 1 Functions of the Federal

More information

Economic Update Michigan Actuarial Society

Economic Update Michigan Actuarial Society Economic Update Michigan Actuarial Society Paul Traub Senior Business Economist Federal Reserve Bank of Chicago/Detroit Branch December 5, 2018 The views expressed here are our own and do not necessarily

More information

History May Not Repeat Itself, But it Certainly Does Rhyme* *Mark Twain. An Economic and Real Estate Forecast. Chief Economist, Stewart Title

History May Not Repeat Itself, But it Certainly Does Rhyme* *Mark Twain. An Economic and Real Estate Forecast. Chief Economist, Stewart Title History May Not Repeat Itself, But it Certainly Does Rhyme* *Mark Twain An Economic and Real Estate Forecast November 5, 2010 Ted C. Jones, PhD Chief Economist, Stewart Title http://blog.stewart.com/ The

More information

Consensus Outlook

Consensus Outlook Consensus Outlook - 218 Thirty-first Annual Economic Outlook Symposium December 1, 217 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago The views expressed herein are

More information

Consensus Outlook 2018 and 2019

Consensus Outlook 2018 and 2019 Consensus Outlook 218 and 219 Twenty-fourth Annual Automotive Outlook Symposium June 2, 217 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago The views expressed herein

More information

The Outlook for the U.S. Economy

The Outlook for the U.S. Economy The Outlook for the U.S. Economy John V. Duca Associate Director of Research and Vice President Federal Reserve Bank of Dallas Danforth/Lewis Professor of Economics Oberlin College January 2018 The views

More information

Economic Outlook C.F.A. West Michigan Society Luncheon

Economic Outlook C.F.A. West Michigan Society Luncheon Economic Outlook C.F.A. West Michigan Society Luncheon Federal Reserve Bank of Chicago Detroit Branch May 22, 2012 Paul Traub Overview Economy - GDP The U.S. Consumer Home Prices Inflation Employment U.S.

More information

CEMA Marc Mar h c 2013 Alan Alan Beaulieu ITR E c E onomics ITR Economics

CEMA Marc Mar h c 2013 Alan Alan Beaulieu ITR E c E onomics ITR Economics CEMA March 213 Make Your Move: 213-214214 Alan Beaulieu ITR Economics 212 Forecast Results 2 Duration Forecast GDP 12 $13.593 Actuals $13.593 Trillion $13.648 $13.648.4% US Ind. Prod. 31 97.2 (12MMA) 97.2.%

More information

FISCAL REALITY. Alan Beaulieu, President, ITR Economics

FISCAL REALITY. Alan Beaulieu, President, ITR Economics FISCAL REALITY Alan Beaulieu, President, ITR Economics Alan s presentations cover a wide variety of topics including short- and long-term global economic forecasts, regional economic updates, an outlook

More information

Cornbelt Economic Prospects for November 7, 2012 Decatur, IL. David Oppedahl Business Economist

Cornbelt Economic Prospects for November 7, 2012 Decatur, IL. David Oppedahl Business Economist Cornbelt Economic Prospects for 2013 November 7, 2012 Decatur, IL David Oppedahl Business Economist 312-322-6122 david.oppedahl@chi.frb.org The economy hit bottom in June 2009, with hesitant growth since

More information

Automotive Outlook. William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago

Automotive Outlook. William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago Automotive Outlook Georgia State University Economic Forecasting Center Atlanta, GA August 23, 2017 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago Brief Macro Assessment

More information

Risk Management in Monetary Policymaking

Risk Management in Monetary Policymaking EMBARGOED UNTIL TUESDAY, MARCH 5, 219, AT 7:35 A.M.; OR UPON DELIVERY Risk Management in Monetary Policymaking Eric S. Rosengren President & CEO Federal Reserve Bank of Boston National Association of Corporate

More information

Federal Reserve Bank of Chicago 22 nd Annual Economic Outlook Symposium. Automotive Outlook. Will Shearin December 5, 2008

Federal Reserve Bank of Chicago 22 nd Annual Economic Outlook Symposium. Automotive Outlook. Will Shearin December 5, 2008 Federal Reserve Bank of Chicago 22 nd Annual Economic Outlook Symposium Automotive Outlook Will Shearin December 5, 2008 Ability to Buy Leading Indicators Nov 07 Nov 08 Disposable Income Green Red Household

More information

U.S. Oil & Gas Industry Chartbook

U.S. Oil & Gas Industry Chartbook U.S. Oil & Gas Industry Chartbook BBVA Research USA Houston, TX March 215 DISCLAIMER This document was prepared by Banco Bilbao Vizcaya (BBVA) BBVA Research U.S. on behalf of itself and its affiliated

More information

Marine Leadership Alliance Winds of Change

Marine Leadership Alliance Winds of Change Marine Leadership Alliance Winds of Change Connor Lokar Economist 217 Forecast Results If you heard ITR around two years ago 2 Duration Accuracy US GDP 24 99.7% US Ind. Prod. 24 96.8% Europe Ind. Prod.

More information

Full Employment or Bust

Full Employment or Bust Global Economic Outlook Issues, 1 st Annual Economic Forecast Luncheon, Chase-W. P. Carey School of Business, Arizona State University, Phoenix, Arizona, December 3, 1. When will the Fed s rates go back

More information

Forging Industry Association

Forging Industry Association Forging Industry Association Alan s TEC Generic Prosperity in the Age of Decline Brian Beaulieu CEO 213 Forecast Results 2 Duration Forecast Actuals Accuracy US GDP 12 $15.818 Trillion $15.966 Dec 99.3%

More information

Petroleum Equipment Institute. A Bend in the Road. Brian Beaulieu CEO. First in Forecasts Since 1948

Petroleum Equipment Institute. A Bend in the Road. Brian Beaulieu CEO. First in Forecasts Since 1948 Petroleum Equipment Institute A Bend in the Road Brian Beaulieu CEO 217 Forecast Results If you heard ITR around two years ago 2 Duration Accuracy US GDP 24 99.7% US Ind. Prod. 24 96.8% Europe Ind. Prod.

More information

Houston Economic Outlook. Patrick Jankowski

Houston Economic Outlook. Patrick Jankowski Houston Economic Outlook Patrick Jankowski www.houston.org Follow me on Twitter @pnjankowski May 22 10:30 a.m. Hilton Post Oak It s not Christmas but... 5 It s not Christmas but... Population Estimates

More information

Consolidated Financial Results for the Second Quarter, Fiscal 2018

Consolidated Financial Results for the Second Quarter, Fiscal 2018 Consolidated Financial Results for the Second Quarter, Fiscal 2018 Ⅰ. Consolidated Financial Results for the First Half, Fiscal 2018 Consolidated Financial Results for Fiscal 2018 Ⅱ. Supplementary Data

More information

Baird Family Wealth Group

Baird Family Wealth Group Baird Family Wealth Group Presents: Brian Beaulieu September 7, 216 www.bairdfamilywealthgroup.com Milwaukee 777 East Wisconsin Avenue Milwaukee, WI 5322 414-765-792 Dallas 595 Berkshire Lane Dallas, TX

More information

Guidance in Uncertain Times. Alex Chausovsky Senior Analyst

Guidance in Uncertain Times. Alex Chausovsky Senior Analyst Guidance in Uncertain Times Alex Chausovsky Senior Analyst 1 216 Forecast Results 2 Duration Accuracy US GDP 15 99.1% US Ind. Prod. 1 99.9% Eur Ind. Prod. 15 99.2% CanadaInd Prod 15 99.6% China Ind Prod

More information

Today s Vision Tomorrow s Reality. Brian Beaulieu CEO

Today s Vision Tomorrow s Reality. Brian Beaulieu CEO Canadian Institute of Plumbing and Heating Today s Vision Tomorrow s Reality Brian Beaulieu CEO 215 Forecast Results 2 Duration 215 Forecast Result Accuracy US GDP 18 $16.632 Trillion $16.442 Trillion

More information

Consensus Forecast for 2007 William Strauss

Consensus Forecast for 2007 William Strauss Consensus Forecast for 2007 William Strauss Senior Economist and Economic Advisor Federal Reserve Bank of Chicago Winners of last year s Economic Outlook Symposium forecast Best Overall Economic Forecast:

More information

QUALCOMM Reports Third Fiscal Quarter Revenues of $1 Billion - Operating Earnings Per Share of $.75, Excluding Non-Recurring Charges -

QUALCOMM Reports Third Fiscal Quarter Revenues of $1 Billion - Operating Earnings Per Share of $.75, Excluding Non-Recurring Charges - FOR IMMEDIATE RELEASE QUALCOMM Contact: Julie Cunningham Vice President, Investor Relations 1-(858) 658-4224 (ph) 1-(858) 651-9303 (fax) e-mail: juliec@qualcomm.com QUALCOMM Reports Third Fiscal Quarter

More information

Real Estate Forecast 2015

Real Estate Forecast 2015 Real Estate Forecast 2015 No Place But Up Interest Rates Rents Prices Real Estate and the Economy Ted C. Jones, PhD Chief Economist Stewart Title Guaranty Company Thank Heavens for Global Warming Think

More information

Chart Collection for Morning Briefing

Chart Collection for Morning Briefing Chart Collection for Morning Briefing June 7, 216 Dr. Edward Yardeni 516-972-7683 eyardeni@ Mali Quintana 48-664-1333 aquintana@ Please visit our sites at www. blog. thinking outside the box 1975 18 Figure

More information

Economics: Principles in Action 2005 Correlated to: Indiana Family and Consumer Sciences Education, Consumer Economics (High School, Grades 9-12)

Economics: Principles in Action 2005 Correlated to: Indiana Family and Consumer Sciences Education, Consumer Economics (High School, Grades 9-12) Indiana Family and Consumer Sciences Education, Consumer Economics Consumer Economics 1.0 PROCESSES: Explain, demonstrate, and integrate processes of thinking, communication, leadership, and management

More information

Kazakhstan: Balance of Payments and External Debt. for the first quarter of 2017

Kazakhstan: Balance of Payments and External Debt. for the first quarter of 2017 Kazakhstan: Balance of Payments and External Debt for the first quarter of 2017 August 2017 This publication was prepared by the Balance of Payments and Currency Regulation Department. It reflects the

More information

Hydraulic Institute Annual Conference A Good Year Ahead

Hydraulic Institute Annual Conference A Good Year Ahead Hydraulic Institute Annual Conference A Good Year Ahead Dr. Alan Beaulieu President Preliminary 216 Forecast Results 2 Duration Accuracy US GDP 15 99.5% US Ind. Prod. 1 99.8% Eur Ind. Prod. 15 99.2% Canada

More information

2016 Market Update. Gary Keller and Jay Papasan Keller Williams Realty, Inc.

2016 Market Update. Gary Keller and Jay Papasan Keller Williams Realty, Inc. 2016 Market Update Gary Keller and Jay Papasan Housing Market Cycles 1. Home Sales The Numbers That Drive U.S. 2. Home Price 3. Months Supply of Inventory 4. Mortgage Rates Real Estate 1. Home Sales Nationally

More information

Real Estate Forecast 2017

Real Estate Forecast 2017 Real Estate Forecast 2017 Twitter @DrTCJ Non-Renewals - Dead on Arrival Mortgage Insurance Deductibility Residential Mortgage Debt Forgiveness Residential Energy Savings Renewables Wind and Solar ObamaCare

More information

Houston Economic Overview Presented by Patrick Jankowski, SVP Research Greater Houston Partnership

Houston Economic Overview Presented by Patrick Jankowski, SVP Research Greater Houston Partnership Houston Economic Overview Presented by Patrick Jankowski, SVP Research Greater Houston Partnership Order of the Day Order of the Day Rig count fell 80% Oil prices dropped 75% Energy layoffs spiked Office

More information

Houston Economic Outlook. Patrick Jankowski

Houston Economic Outlook. Patrick Jankowski Houston Economic Outlook Patrick Jankowski Houston s Economic Drivers U.S. Economic Growth Global Trade Outlook for Energy U.S. Economic Growth 3 Gross Domestic Product Seasonally Adjusted Annual Growth

More information

STATISTICAL BULLETIN 20 YEARS

STATISTICAL BULLETIN 20 YEARS STATISTICAL BULLETIN 20 YEARS Banco de Cabo Verde STATISTICAL BULLETIN 20 YEARS Banco de Cabo Verde 2012 1 Banco de Cabo Verde BANCO DE CABO VERDE Avenida Amílcar Cabral, 27 PO Box No. 7600 101 Praia Cape

More information

DATA FOR DEVELOPMENT June 13, 2017

DATA FOR DEVELOPMENT June 13, 2017 DATA FOR DEVELOPMENT June 13, 2017 1 Recent economic developments and outlook 2 Data for development Malaysia s development and its data ecosystem o Data and the public sector- public service delivery

More information

QUALCOMM Reports First Quarter Results Revenues $941 Million, $.65 EPS

QUALCOMM Reports First Quarter Results Revenues $941 Million, $.65 EPS Contact: Julie Cunningham Vice President, Investor Relations Ph 619-658-4224 Fax 619-651-9303 E-mail: juliec@qualcomm.com QUALCOMM Reports First Quarter Results Revenues $941 Million, $.65 EPS SAN DIEGO

More information

Industrial Supply Association Winds of Change

Industrial Supply Association Winds of Change Industrial Supply Association Winds of Change Dr. Alan Beaulieu President 217 Forecast Results If you heard ITR around two years ago 2 Duration Accuracy US GDP 24 99.7% US Ind. Prod. 24 96.8% Europe Ind.

More information

The Outlook for U.S. Manufacturing

The Outlook for U.S. Manufacturing The Outlook for U.S. Manufacturing Economic Forecasting Conference J. Mack Robinson College of Business Georgia State University Atlanta, GA November 15, 2006 William Strauss Senior Economist and Economic

More information

Statistical Release Gross Domestic Product First Quarter 2012

Statistical Release Gross Domestic Product First Quarter 2012 Statistical Release Gross Domestic Product First Quarter 2012 1.0 Economic performance Provisional estimates for the first quarter of 2012 show that the economy exped by 3.5 per cent over a similar quarter

More information

North American Wholesale Lumber Association Winds of Change

North American Wholesale Lumber Association Winds of Change Alex Chausovsky Senior Consulting Advisor North American Wholesale Lumber Association Winds of Change 217 Forecast Results If you heard ITR around two years ago 2 Duration Accuracy US GDP 24 99.7% US Ind.

More information

For Every Action There is An Equal and Opposite Reaction Newton Was an Economist - The Outlook for Real Estate and the Economy

For Every Action There is An Equal and Opposite Reaction Newton Was an Economist - The Outlook for Real Estate and the Economy For Every Action There is An Equal and Opposite Reaction Newton Was an Economist - The Outlook for Real Estate and the Economy Ted C. Jones, PhD Chief Economist Twitter #DrTCJ Mega Themes More Jobs Than

More information

Beige Book: Windo on Main Street

Beige Book: Windo on Main Street KEY TAKEAWAYS Beige Book: Windo on Main Street September 11, 2015 by John Canally of LPL Financial The latest Beige Book suggests that the U.S. economy is still growing at or above its long-term trend,

More information

Hitachi Announces Consolidated Financial Results for the First Quarter of Fiscal 2006

Hitachi Announces Consolidated Financial Results for the First Quarter of Fiscal 2006 FOR IMMEDIATE RELEASE Hitachi Announces Consolidated Financial Results for the First Quarter of Fiscal 2006 Tokyo, July 31, 2006 --- Hitachi, Ltd. (NYSE:HIT / TSE:6501) today announced its consolidated

More information

COMPUSTAT Additional Files

COMPUSTAT Additional Files COMPUSTAT Additional Files 10 COMPUSTAT Additional Files i Business Descriptions File 1 Economic & Industry Sector File 1 Value/Growth File 1 Trends & Projections 1 Index Fundamentals File 1 File Structure

More information

ECON MACROECONOMIC THEORY Instructor: Dr. Juergen Jung Towson University. J.Jung Chapter 2 - Measurement Towson University 1 / 39

ECON MACROECONOMIC THEORY Instructor: Dr. Juergen Jung Towson University. J.Jung Chapter 2 - Measurement Towson University 1 / 39 ECON 310 - MACROECONOMIC THEORY Instructor: Dr. Juergen Jung Towson University J.Jung Chapter 2 - Measurement Towson University 1 / 39 Disclaimer These lecture notes are customized for Intermediate Macroeconomics

More information

Trend Micro Reports Record First Quarter Revenue & Operating Profit

Trend Micro Reports Record First Quarter Revenue & Operating Profit Trend Micro Reports Record First Quarter Revenue & Operating Profit Continued strong growth in U.S and Asia highlight quarter Tokyo, Japan April 25, 2006 Trend Micro, Incorporated (TSE: 4704, NASDAQ: TMIC),

More information

As a note, this presentation was released as the dates shown and reflected management views as of these dates. All information in this presentation

As a note, this presentation was released as the dates shown and reflected management views as of these dates. All information in this presentation July 2003 1 As a note, this presentation was released as the dates shown and reflected management views as of these dates. All information in this presentation regarding the Company s financial results

More information

Report Designer for Sage MAS Intelligence 90/200

Report Designer for Sage MAS Intelligence 90/200 Report Designer for Sage MAS Intelligence 90/200 Table of Contents What is the Report Designer?... 1 Installing the Report Designer... 2 Pre-installation requirements... 2 The Interface... 3 Accessing

More information

Prentice Hall: Economics Principles in Action 2005 Correlated to: Kansas Social Studies Standards (High School)

Prentice Hall: Economics Principles in Action 2005 Correlated to: Kansas Social Studies Standards (High School) Prentice Hall: Economics Principles in Action 2005 Kansas Social Studies Standards (High School) High School Economics Standard: The student uses a working knowledge and understanding of major economic

More information

76 Million Boomers. 83 Million Millennials 19 to Million Millennials 16 to 35

76 Million Boomers. 83 Million Millennials 19 to Million Millennials 16 to 35 76 Million Boomers 83 Million Millennials 19 to 35 91 Million Millennials 16 to 35 Top Millennial Population Growth Markets 2005 to 2015 12-Month Population Job Rank City, State Growth Growth 1 Charlotte,

More information

Water Asset Management Conference. Convergence of Water and Data Launches Wave of New Opportunities and Solutions. Boston, MA.

Water Asset Management Conference. Convergence of Water and Data Launches Wave of New Opportunities and Solutions. Boston, MA. Convergence of Water and Data Launches Wave of New Opportunities and Solutions Boston, MA October 2017 WWW.BLUEFIELDRESEARCH.COM water INSIGHT Bluefield Research is an independent advisory firm positioned

More information

1Q17 RESULTS M AY / 2017

1Q17 RESULTS M AY / 2017 RESULTS M AY / 2017 Positivo Tecnologia recorded a net revenue of R$453.5 million in, an increase of 20.7% Continuous progress in the diversification of the business, with mobile phones reaching 32.6%

More information

2016 Fourth Quarter Earnings. March 2017

2016 Fourth Quarter Earnings. March 2017 2016 Fourth Quarter Earnings March 2017 Disclaimer The information is provided for informational purposes only, and is not an offer to buy or sell or a solicitation of an offer to buy or sell any security

More information

Aon Hewitt. Facts & Figures. March 2016 Update. Risk. Reinsurance. Human Resources. Empower Results

Aon Hewitt. Facts & Figures. March 2016 Update. Risk. Reinsurance. Human Resources. Empower Results Aon Hewitt Facts & Figures Risk. Reinsurance. Human Resources. Empower Results Facts & Figures Contents In this document... This button normally prints the whole document. If you want to print just the

More information

Prentice Hall Economics: Principles in Action 2005 Correlated to: Colorado Model Content Standards for Economics (Grades 9-12)

Prentice Hall Economics: Principles in Action 2005 Correlated to: Colorado Model Content Standards for Economics (Grades 9-12) Prentice Hall Economics: Principles in Action 2005 Colorado Model Content Standards for Economics (Grades 9-12) STANDARD 1: Students understand that because of the condition of scarcity, decisions must

More information

Conference Call Second Quarter 2003 Financial Results. Jorma Ollila Chairman and CEO

Conference Call Second Quarter 2003 Financial Results. Jorma Ollila Chairman and CEO Conference Call Second Quarter 2003 Financial Results Jorma Ollila Chairman and CEO Olli-Pekka Kallasvuo Executive Vice President and CFO Ulla James Vice President, Investor Relations July 17, 2003 15.00

More information

TABLE OF CONTENTS. Report Designer User Guide

TABLE OF CONTENTS. Report Designer User Guide Alchemex Report Designer User Guide September 2010 TABLE OF CONTENTS Report Designer User Guide Installing the Alchemex Excel Report Designer... 3 Pre-installation requirements... 3 Alchemex Excel Report

More information

Business Result for the Second Quarter ended September 30, 2017 Regional Market Environments and Projections

Business Result for the Second Quarter ended September 30, 2017 Regional Market Environments and Projections Business Result for the Second Quarter ended September 3, 217 Regional Market Environments and Projections October 2, 217 Hitachi Construction Machinery Co., Ltd. Executive Vice President and Executive

More information

Consolidated Financial Results for the First Quarter Fiscal 2015

Consolidated Financial Results for the First Quarter Fiscal 2015 Consolidated Financial Results for the First Quarter Fiscal 2015 Ⅰ. Financial Results for Fiscal 2015 Financial Results for Fiscal 2015 Ⅱ. Information by Product Group Ⅲ. Supplementary Data SHARP CORPORATION

More information

Ericsson Second quarter 2018

Ericsson Second quarter 2018 Ericsson Second quarter 2018 July 18, 2018 Telefonaktiebolaget LM Ericsson 2018 Second quarter report 2018 July 18, 2018 Page 1 Peter Nyquist Vice President Investor Relations Telefonaktiebolaget LM Ericsson

More information

Sage 300 ERP Intelligence Report Designer User Guide

Sage 300 ERP Intelligence Report Designer User Guide Sage 300 ERP Intelligence Report Designer User Guide Table of Contents What is the Report Designer?... 2 Running a Report with a Predefined Data Setup... 4 Accessing the Sage 300 ERP Intelligence Report

More information

Hitachi Announces Consolidated Financial Results for Fiscal 2017

Hitachi Announces Consolidated Financial Results for Fiscal 2017 FOR IMMEDIATE RELEASE Hitachi Announces Consolidated Financial Results for Fiscal 2017 Tokyo, April 27, 2018 --- Hitachi, Ltd. (TSE:6501) today announced its consolidated financial results for fiscal 2017,

More information

COUNTRY PROFILE. Qatar

COUNTRY PROFILE. Qatar COUNTRY PROFILE Qatar Statistical tables Factor I: Economic Performance WORLD COMPETITIVENESS RANKING 2018 All data are available from the World Competitiveness Online. Visit our eshop 1 COMPETITIVENESS

More information

October Machinery Orders

October Machinery Orders Japan's Economy 13 December 2017 (No. of pages: 6) October Machinery Orders Manufacturing industry shows strong growth trend Japanese report: 13 Dec 2017 Economic Research Dept. Kazuma Maeda Shunsuke Kobayashi

More information

Amazon Global Selling

Amazon Global Selling Amazon Global Selling Expanding internationally has never been easier! Lesley Schwartz Amazon Channel Sales March 14, 2013 All Rights Reserved 1 2010 Worldwide Retail Sales $16.5 TRILLION 10.9% growth

More information

Economic situation and outlook

Economic situation and outlook Economic situation and outlook ELECTRONICS AND ELECTROTECHNICAL INDUSTRY MECHANICAL ENGINEERING METALS INDUSTRY CONSULTING ENGINEERING INFORMATION TECHNOLOGY Global and Finnish Economic Outlook Better

More information

Valve Manufacturers Association Navigating the Crest

Valve Manufacturers Association Navigating the Crest Valve Manufacturers Association Navigating the Crest Alex Chausovsky Senior Analyst 16 Forecast Results 2 Duration Accuracy US GDP 15 99.1% US Ind. Prod. 1 99.9% Eur Ind. Prod. 15 99.2% Canada Ind Prod

More information

Federation of Tax Administrators Conference Minneapolis, Minnesota September 26, 2001

Federation of Tax Administrators Conference Minneapolis, Minnesota September 26, 2001 Federation of Tax Administrators Conference Minneapolis, Minnesota September 26, 2001 Measurement Framework Measurement Activities Overview н Present, Future & Unfunded Lessons Learned Opportunities to

More information

Why Japan? Masashi Nakazono JETRO Genève. Prepared for Handelskammer beider Basel & JETRO seminar on 4 Nov 2016

Why Japan? Masashi Nakazono JETRO Genève. Prepared for Handelskammer beider Basel & JETRO seminar on 4 Nov 2016 Why Japan? Masashi Nakazono JETRO Genève Prepared for Handelskammer beider Basel & JETRO seminar on 4 Nov 2016 Copyright (C) 2016 JETRO. All rights reserved. Who are we? Japan External Trade Organization

More information

Quarterly Sales (in millions) FY 16 FY 15 FY 14 Q1 $706.8 $731.1 $678.5 Q Q Q

Quarterly Sales (in millions) FY 16 FY 15 FY 14 Q1 $706.8 $731.1 $678.5 Q Q Q The following represents historical unaudited financial and statistical information regarding MSC s operations. MSC does not undertake any obligation to update any of the information presented below to

More information

BEIGE BOOK: WINDOW ON MAIN STREET

BEIGE BOOK: WINDOW ON MAIN STREET LPL RESEARCH WEEKLY ECONOMIC COMMENTARY KEY TAKEAWAYS The latest Beige Book suggests that the U.S. economy is still growing at its long-term trend. However, the latest assessment from Main Street suggests

More information

Ted C. Jones, PhD Chief Economist

Ted C. Jones, PhD Chief Economist Ted C. Jones, PhD Chief Economist Hurricanes U.S. Jobs Jobs (Millions) Seasonally Adjusted 150 145 140 135 130 1.41% Prior 12 Months 2.05 Million Net New Jobs in Past 12-Months 125 '07 '08 '09 '10 '11

More information

Winds of Change. Alex Chausovsky Senior Consulting Advisor

Winds of Change. Alex Chausovsky Senior Consulting Advisor Winds of Change Alex Chausovsky Senior Consulting Advisor 217 Forecast Results If you heard ITR around two years ago 2 Duration Accuracy US GDP 24 99.7% US Ind. Prod. 24 96.8% Europe Ind. Prod. 27 99.9%

More information

Beige Book: Window on Main Street

Beige Book: Window on Main Street KEY TAKEAWAYS Beige Book: Window on Main Street March 9, 2016 by John Canally of LPL Financial The latest Beige Book suggests that the U.S. economy is still growing near its long-term trend. However, Main

More information

Acknowledgement: BYU-Idaho Economics Department Faculty (Principal authors: Rick Hirschi, Ryan Johnson, Allan Walburger and David Barrus)

Acknowledgement: BYU-Idaho Economics Department Faculty (Principal authors: Rick Hirschi, Ryan Johnson, Allan Walburger and David Barrus) Math Review Acknowledgement: BYU-Idaho Economics Department Faculty (Principal authors: Rick Hirschi, Ryan Johnson, Allan Walburger and David Barrus) Section 1 - Graphing Data Graphs It is said that a

More information

ICT R&D MACRO DATA COLLECTION AND ANALYSIS NACE REV. 2 ICT DATASETS. METHODOLOGICAL NOTES

ICT R&D MACRO DATA COLLECTION AND ANALYSIS NACE REV. 2 ICT DATASETS. METHODOLOGICAL NOTES ICT R&D MACRO DATA COLLECTION AND ANALYSIS 2008-2009 NACE REV. 2 ICT DATASETS. METHODOLOGICAL NOTES 3 December 2012 CONTENTS 3 PART 1. DESCRIPTION OF 2008-2009 NACE REV. 2 ICT DATASETS. DEFINITION OF ICT

More information

DATA APPENDIX. Real Exchange Rate Movements and the Relative Price of Nontraded Goods Caroline M. Betts and Timothy J. Kehoe

DATA APPENDIX. Real Exchange Rate Movements and the Relative Price of Nontraded Goods Caroline M. Betts and Timothy J. Kehoe DATA APPENDIX Real Exchange Rate Movements and the Relative Price of Nontraded Goods Caroline M. Betts and Timothy J. Kehoe I. ORIGINAL SERIES: DESCRIPTION A. ANNUAL AND QUARTERLY SERIES 1a. MARKET EXCHANGE

More information

New Jersey economic issues poll April 5-14, 2018 Stockton Polling Institute Weighted frequencies

New Jersey economic issues poll April 5-14, 2018 Stockton Polling Institute Weighted frequencies New Jersey economic issues poll April 5-14, 2018 Stockton Polling Institute Weighted frequencies Q1. How would you rate the U.S. economy: Frequency Valid Valid Excellent 47 6.6 6.6 6.6 Good 302 42.1 42.1

More information

Financial Information

Financial Information Strong start to 2019. Growth momentum continues in Q1. Revenues up +9% reported. Full Year Target reaffirmed. Org. growth +6%; North America up +9% org., Asia-Pacific up +7% org. Energy Management up +7%

More information