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Page 1: Walton Academic Partners Walton Corporate Partners ...Walton Corporate Partners Presented by: Center for Business and Economic Research THANK YOU TO OUR 2019 Business Forecast Sponsors
creo
Page 2: Walton Academic Partners Walton Corporate Partners ...Walton Corporate Partners Presented by: Center for Business and Economic Research THANK YOU TO OUR 2019 Business Forecast Sponsors

Walton Business Partners

Walton Academic Partners

Walton Presenting Partner

Walton Corporate Partners

Presented by: Center for Business and Economic ResearchTHANK YOU TO OUR 2019 Business Forecast Sponsors

Walton Media Partners

creo
Page 3: Walton Academic Partners Walton Corporate Partners ...Walton Corporate Partners Presented by: Center for Business and Economic Research THANK YOU TO OUR 2019 Business Forecast Sponsors

Business Forecast 2019February 1, 2019

11:30 a.m. - 1:30 p.m.Schedule of Events

Welcome Joseph Steinmetz ChancellorUniversity of Arkansas

Special Remarks Matt Waller Dean, Sam M. Walton College of Business University of Arkansas

2018 Contest Awards Mervin Jebaraj Director, Center for Business and Economic ResearchSam M. Walton College of Business University of Arkansas

Introduction of Moderator Matt Waller

Introduction of Panelists Amy Tu Executive Vice President and General Counsel Tyson Foods, Inc.

Global Forecaster Carolyn EvansHead Economist and Senior Data Scientist Intel Corporation

Domestic Forecaster Ross DeVolWalton FellowWalton Family Foundation

Regional Forecaster Mervin Jebaraj

Panel Discussion Amy Tu, Carolyn Evans, Ross DeVol, Mervin Jebaraj

Recognitions and Announcements Matt Waller

Business Forecast 2019 is in association with the National Association for Business Economics (NABE).Please use Twitter hashtag #BF2019 for this event.

Sam M. Walton College of Business

Center for Business & Economic Research

Page 4: Walton Academic Partners Walton Corporate Partners ...Walton Corporate Partners Presented by: Center for Business and Economic Research THANK YOU TO OUR 2019 Business Forecast Sponsors

Amy Tu is an executive vice president and general counsel responsible for Tyson Foods’ legal, government affairs, ethics and compliance, and internal audit func-tions enterprise-wide. She leads Tyson Ventures, a venture capital fund investing in companies developing breakthrough technologies, business models and products to sustainably feed the growing world population. Amy joined Tyson from The Boeing Company where she held progressive leadership positions in law and corporate de-velopment and strategy departments. She served as chief counsel for Boeing global law affairs, commercial airplanes and aviation services divisions, supporting multiple business and functional leaders worldwide. Amy was also instrumental in helping to shape the global law affairs practice as Boeing’s first regional counsel based in London, U.K., with responsibilities for commercial, military and defense matters in Europe, Russia, and Israel. Prior to joining Boeing in 2001, Amy led global transac-tions and international legal matters as an international corporate counsel at the Gap and Walmart. Amy earned a Juris Doctorate degree from the University of Arkansas School of Law and a Bachelor of Arts degree in economics from Wellesley College.

Carolyn Evans is head economist and senior data scientist at Intel Corporation. Prior to joining Intel, Evans held the positions of associate professor of economics at Santa Clara University, senior economist at the Board of Governors of the Federal Reserve, senior staff economist for international trade on the President’s Council of Economic Advisers, and economist at the Federal Reserve Bank of New York. She has published academic articles and books in the areas of international trade, politi-cal economy, global macroeconomics and corporate finance. Evans is a member of the Conference of Business Economists, the Harvard University Discussion Group of Industrial Economists, the National Association for Business Economics (NABE), and the American Economic Association and serves on the Board of Directors of NABE and the Advisory Board for the M.S. in Business Analytics at Santa Clara University. Carolyn holds a Ph.D. and M.A. in Economics and a B.A. in east Asian languages and civilizations from Harvard University. She also holds a M.Sc. from the London School of Economics.

Ross DeVol is a fellow, Walton Family Foundation, a program enlisting subject-matter experts to conduct research and develop best practices supporting the foun-dation’s philanthropic efforts. He is assessing opportunities for regional innovation and entrepreneurial ecosystems that foster job creation, wage gains and economic growth for the American heartland. He works with universities, colleges, the busi-ness community, public policy leaders and philanthropy to analyze resources sup-porting the startup community and identify workforce and talent gaps. DeVol is former chief research officer for the Milken Institute, an economic think tank head-quartered in California where he spent nearly 20 years. He oversaw research on in-ternational, national and comparative regional growth performance, access to capital and its role in economic growth and job creation, and health-related topics. He has been ranked among the “Superstars of Think Tank Scholars” by International Econo-my magazine. DeVol is transitioning to lead the new Core Economic Institute (a think and do tank) whose mission will be to improve economic performance in the center of the United States. The Institute will pursue its mission through independent, data-driven research, action-oriented convenings and impactful policy recommendations.

Mervin Jebaraj is the director of the Center for Business and Economic Research. During his time at the center, he has been instrumental in creating and executing economic studies for clients such as the Arkansas Economic Development Commis-sion, the Northwest Arkansas Council, the Walton Family Foundation, Arvest Bank, the University of Arkansas and many others. His work has been noted by the state’s business media. The Northwest Arkansas Business Journal recognized him as one of its “Fast 15” and Arkansas Business put him on its list of “20 in their 20s.” He is an exceptional source of business and economics-related expertise that journalists and business people alike rely on to understand how national and regional issues impact Northwest Arkansas and Arkansas as a whole. He makes presentations that share the center’s expertise directly to over 5,000 individuals annually and tens of thousands more hear and see his economic analysis and commentary through TV, radio and print media. Jebaraj is a member of the National Association for Business Economics and serves on the Board of Directors of the Association for University Business and Economic Research.

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International Economic PerspectivesFebruary 2019

Carolyn EvansIntel Corporation

2

Risk Factors

Today’s presentations contain forwardrd-d-looking statements. All statements Today s presentations contain forwarrdd ooking statements. All statemenolomade that are not historical facts are subject to a number of risks and made that are not historical facts are subject to a number of risks and uncertainties, and actual results may differ materially. Please refer to

d oo ouruncertainties, and actual results may dif

most recent earnings release, Form 10y dif1010-

fer materiffdif00--Q and 10

teri1010-

ally. Please refer too urouiateri00--K filing available on our most recent earnings release, Form 1100 Q and 1Q Q 100 filing available on our K K

website for more information on the risk factors that could cause actual website for more results to differ.

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3

Disclaimer

The views in this presentation are solely the responsibility of the author and The views in this presentation are solely the responsibility of the author and should not be interpreted as reflecting the views of Intel Corporation or of should not be interpreted as reflecting the views of Inany other person associated with Intel Corporation.

4

Outline

Snapshot of The Global Economy

2018 in Review

The Year Ahead

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5

Snapshot of the Global Economy

Source: IHS Markit.

Asia/Pacific (ex. JP, PRC)

11%

Canada2% Central &

Eastern Europe

5%

Japan7%

Latin America7%

Middle East & Africa

7%China12%

USA25%

Western Europe24%

2010 Real GDP

Asia/Pacific (ex. JP, PRC)

12%

Canada2%

Central & Eastern Europe

4%

Japan6%

Latin America7%

Middle East & Africa

7%China16%

USA24%

Western Europe22%

2017 Real GDP

6

Source: World Bank.

Snapshot of the Global Economy

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7

2018 in Review

Growth

Exchange rates

Trade policy

Real GDP Growth Rates 2016 2017 2018

IHS Markit (Jan 2019) 2.7% 3.3% 3.2%

Oxford Economics (Jan 2019) 3.0%

World Bank (Jan 2019) 2.4% 3.1% 3.0%

Note: GDP in Real USD; Oxford Economics and World Bank, 2010 base year; IHS Markit, 2015 base year. Forecasts represented by italics.

8

4%

-18%

3%

-7%

-13%

-7%

-11%-12% -12%

-2%

-8%-11%

-42%

-3%

-10%

-1%-4%

-16%

-33%

-23%

-5%-3%

4%

-7%

3%

22% 21%

-2%

13%

3%6% 7%

-2%

5% 6%

-4%

2%

-5%-8%

-15%-17%

-8%

-50%

-40%

-30%

-20%

-10%

0%

10%

20%

30%EU (Euro) Japan PRC Canada Brazil Russia India

Source: Yahoo Finance. YoY calculations show growth over last trading days of the year.

Exchange Rate YoY Growth (US$/Foreign Currency)

2013 2014 2015 2016 2017 2018

2018 in Review

Growth

Exchange rates

Trade policy

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9

USD Nominal Broad Effective Exchange Rate

US Effective Exchange Rate

127.3

95

105

115

125

Inde

x Ja

n 19

97=1

00, N

ot S

easo

nally

Adj

uste

d

Daily Nominal Effective Exchange Rate: US (Jan 1997=100)

Source: US Federal Reserve retrieved through FRED. Data through 2019-01-04.

Growth

Exchange rates

Trade policy

10

The Year Ahead

“Global economic growth is projected to soften from a downwardly revised 3 percent in 2018 to 2.9 percent in 2019 amid rising downside risks to the outlook, the World Bank’s Global Economic Prospects says.”

IMFWorld World Bank

Oxforord Economics

Federal Reserve

IHS S Markit

OECD

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11

Source: IHS Markit, Caixin, data through December 2018. Above 50.0 = increase since previous month.

Global Business Sentiment

Source: NFIB, data through December 2018.

Source: Eurostat, data through December 2018.

Source: IHS Markit, data through December 2018. Above 50.0 = increase since previous month.

EU and Euro Area Confidence Indicators

US NFIB Optimism Index

12

Employment

Source: Statistics Bureau of Japan, data through November 2018.

0.0

1.0

2.0

3.0

4.0

5.0

6.0

60006100620063006400650066006700680069007000

Japan: Labor Force Size and Unemployment Rates

Labor force (10,000 persons) - LHS Unemployment rate (%) - RHS

Source: FRED, BLS, data through December 2018.

Source: Eurostat, data through 2018 Q3.

Source: FRED, BLS, openings through November 2018, unemployed through December 2018.

US UnemploymentUS Job Openings

US Civilian Labor Force Participation Rate: 25-54 years

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13

World Real GDP Growth Forecasts

2016 2017 2018 2019

IHS Markit (Jan 2019) 2.7% 3.3% 3.2% 2.9%

Oxford Economics (Jan 2019) 3.0% 2.7%

World Bank (Jan 2019) 2.4% 3.1% 3.0% 2.9%

IMF (Oct 2018) 3.3% 3.7% 3.7% 3.7%

OECD (Nov 2018) 3.1% 3.6% 3.7% 3.5%

Notes: Methods of aggregation and base years differ across sources. Forecasts represented by italics.

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Innovation and What’s Ahead for the U.S. Economy

25th Annual Business Forecast Luncheon

Sam M. Walton College of BusinessRogers, AR February 1, 2019Presented by: Ross DeVol

Fellow, Walton Family Foundation

Presentation overview• Innovation and long-term growth

- research and development- entrepreneurship and risk capital- human capital- STEM workforce- technology dynamism

• Near-term U.S. economic outlook- consumer- business investment- housing- trade- financial- fiscal- summary outlook

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Business increasingly driving innovation

0

100

200

300

400

500

1970 1975 1980 1985 1990 1995 2000 2005 2010 2015

Total R&D

Business

Federal Government

Higher Education

U.S. Research and Development SpendingBillions of 2009 Dollars

Source: National Science Foundation

STSI Research and Development Inputs index

Source: Milken Institute

14th

11th

creo
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Entrepreneurs vital to a dynamic economy

9

10

11

12

13

14

15

1993 1996 1999 2002 2005 2008 2011 2014 2017Source: Census Bureau

Percent of U.S. Employment at Young Firms

STSI Risk Capital and Entrepreneurial Infrastructure Index

Source: Milken Institute

14th

3rd

creo
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Human capital investment key to growth

10

15

20

25

30

35

40

1970 1974 1978 1982 1986 1990 1994 1998 2002 2006 2010 2014

Percent of U.S. 25 and Older Population with a Bachelor's Degree or Higher

Source: Census Bureau

STSI Human Capital Investment Index

Source: Milken Institute

14th

5th

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STEM workforce converts research to viable firms

0

1

2

3

4

5

0

2

4

6

8

1960 1970 1980 1990 2000 2015

Number of Jobs (Left Axis)

Share of all U.S. Jobs (Right Axis)

U.S. Science and Engineering JobsMillions Percent

Sources: National Science Foundation analysis of Census Bureau and Bureau  of Labor Statistics 

STSI Tech and Science Workforce Index

Source: Milken Institute

14th

9th

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Advanced services’ success critical to job creation

4

5

6

7

8

2003 2005 2007 2009 2011 2013 2015 2017

Advanced Manufacturing

Advanced Services

U.S. Employment in Advanced Industries Millions  of Workers

Sources: Brookings  Institution analysis of Emsi data

Advanced industries account for majority of U.S innovation

8.7

17.2

60.0

80.0 81.2

89.0

0

20

40

60

80

100

Employment GDP Exports Engineers Patents Private SectorR&D

Advanced Industries' Share of 2015 U.S. Macro Measures Percent

Source: Brookings Institution analysis of Moody's Analytics, Export Nation 2013, and Bureau of Labor Statistics data

creo
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STSI Tech Concentration and Dynamism Index

Source: Milken Institute

14th

1st

State Science and Technology Index

Source: Milken Institute

14th

5th

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Innovate to create high wage jobs

0

20000

40000

60000

80000

Actual

Predicted

Actual versus STSI‐predicted Average Annual Pay US Dollars

Source: Walton Family Foundation analysis of Milken Institute and Bureau of Labor Statistics data 

Income gains remain steady

‐6

‐4

‐2

0

2

4

6

8

2012 2013 2014 2015 2016 2017 2018

Real Disposable Income GrowthPercent Change, Year‐over‐year

Source: Bureau of Economic Analysis

creo
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Consumers able and willing to spend

0

20

40

60

80

100

120

140

0

1

2

3

4

5

2012Q1 2013Q1 2014Q1 2015Q1 2016Q1 2017Q1 2018Q1

Real Personal ConsumptionExpenditures Growth (Left Axis)

Consumer Confidence (Right Axis)

ConsumerSpending and ConfidencePercent Change, Year‐over‐year  Index (1985=100)

Sources: Bureau of Economic Analysis and Conference  Board

Businesses invest after tax and regulatory reform

85

90

95

100

105

110

55

60

65

70

2012 2013 2014 2015 2016 2017 2018

New Core Capital Orders (Left Axis)

Core Capital Shipments (Left Axis)

Small Business Optimism Index (Right Axis)

U.S. Core Capital Good Purchases and Business OptimismBillions of US Dollars  (3‐month MA) Index (1986=100; 3‐month MA)

Sources: Census Bureau and National Federation of Independent  Businesses

creo
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Home sales retreat after mortgage rates rise

0.4

0.55

0.7

0.85

1

3.7

4.05

4.4

4.75

5.1

2012 2013 2014 2015 2016 2017 2018

Home Sales (Left Axis)

Home Starts (Right Axis)

Single‐family Home Sales and StartsMillions  of Units Millions  of Units

Sources: Census Bureau and National Association of Realtors

Strong U.S. growth draws in imports, trade war looms

‐10

‐5

0

5

10

15

2012 2013 2014 2015 2016 2017 2018

Imports

Exports

Non‐petroleum Import and Export Growth3‐month MA of Year‐over‐year Percent Change

Source: Bureau of Economic Analysis

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Federal government spending adds 0.6 pp. to GDP growth in 2019

0

400

800

1200

1600

2000

2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

Projected Federal Budget Deficits Billions of US Dollars

Sources: US Treasury and Moody's Analytics

Fed starts to allow balance sheet to run off; Wall Street worries

0

1

2

3

4

5

2000 2002 2004 2006 2008 2010 2012 2014 2016 2018

Federal Reserve Balance Sheet (Total Assets) Trillions  of US Dollars

Source: Federal Reserve  System

creo
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Will yield curve invert? – Does it signal recession?

0.0

1.0

2.0

3.0

4.0

2010 2011 2012 2013 2014 2015 2016 2017 2018 2019

Spread Between 10‐Year and 3‐Month Treasuries Percentage Points

Source: Federal Reserve  System

2016 2017 2018 2019 2020

Consumption 2.7 2.5 2.7 2.6 1.0

Business Fixed Investment 1.7 4.8 5.5 5.4 2.1

Residential Investment 6.5 3.3 0.3 4.1 3.1

Exports 0.1 3.0 4.1 2.3 5.0

Imports 1.9 4.6 4.8 6.0 4.1

Government 1.4 ‐0.1 1.7 4.0 2.2

GDP 1.6 2.2 2.9 2.6 1.2

Economic Outlook SummaryPercent Change, Real

creo
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The Arkansas Economy in 2019

Mervin Jebaraj, Director

Center for Business and Economic Research

February 1, 2019

Twitter: #BF2019

@uawaltoncollege @MervinJebaraj

0.0%

2.0%

4.0%

6.0%

8.0%

10.0%

12.0%

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Unemployment Rates, Not Seasonally Adjusted

United States Arkansas Northwest ArkansasSource: Bureau of Labor Statistics

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0.0%

2.0%

4.0%

6.0%

8.0%

10.0%

12.0%

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Unemployment Rates, Not Seasonally Adjusted

Fay‐Spr‐Rog Fort Smith LR‐NLR‐ConwayJonesboro Pine Bluff Hot SpringsTexarkana MemphisSource: Bureau of Labor Statistics

‐4.0%

‐3.0%

‐2.0%

‐1.0%

0.0%

1.0%

2.0%

3.0%

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Labor Force, Year Over Year Percent Change

United States ArkansasSource: Bureau of Labor Statistics

creo
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‐10.0%

‐8.0%

‐6.0%

‐4.0%

‐2.0%

0.0%

2.0%

4.0%

6.0%

8.0%

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Labor Force, Year Over Year Percent Change

Northwest Arkansas Little Rock‐North Little Rock‐Conway MSA Jonesboro MSASource: Bureau of Labor Statistics

‐10.0%

‐8.0%

‐6.0%

‐4.0%

‐2.0%

0.0%

2.0%

4.0%

6.0%

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Labor Force, Year Over Year Percent Change

Fort Smith Hot Springs MSA Pine Bluff MSASource: Bureau of Labor Statistics

creo
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52.0%

54.0%

56.0%

58.0%

60.0%

62.0%

64.0%

66.0%

68.0%

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

2018

Annual Labor Force Participation Rate

United States ArkansasSource: Bureau of Labor Statistics

1,120

1,140

1,160

1,180

1,200

1,220

1,240

1,260

1,280

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Arkansas Non‐Farm Employment

Source: Bureau of Labor Statistics

Thousands

creo
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‐30.0

‐20.0

‐10.0

0.0

10.0

20.0

30.0

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Metro v Non‐Metro Arkansas Non‐Farm Employment Growth

Six Metro Year‐over‐Year Growth Non‐Six Metro GrowthSource: Bureau of Labor Statistics

1.3%

‐9.0% ‐6.0% ‐3.0% 0.0% 3.0% 6.0% 9.0%

Mining and Logging

Information

Other Services

Government

Trade, Transportation and Utilities

Education and Health Services

Non‐Farm

Financial Activities

Leisure and Hospitality

Manufacturing

Professional and Business Services

Construction

Change in Arkansas Employment by SectorDecember 2017 ‐ December 2018

Source: Bureau of Labor Statistics, CBER Calculations

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290

300

310

320

330

340

350

360

370

Jan‐00

Jan‐01

Jan‐02

Jan‐03

Jan‐04

Jan‐05

Jan‐06

Jan‐07

Jan‐08

Jan‐09

Jan‐10

Jan‐11

Jan‐12

Jan‐13

Jan‐14

Jan‐15

Jan‐16

Jan‐17

Jan‐18

Little Rock‐North Little Rock‐Conway MSANon‐Farm Employment

Source: Bureau of Labor Statistics

Thousands

Thousands

2.0%

‐12.0% ‐10.0% ‐8.0% ‐6.0% ‐4.0% ‐2.0% 0.0% 2.0% 4.0% 6.0% 8.0% 10.0% 12.0%

Information

Mining, Logging, and Construction

Government

Manufacturing

Other Services

Financial Activities

Trade, Transportation, and Utilities

Non‐Farm

Leisure and Hospitality

Education and Health Services

Professional and Business Services

Change in Little Rock‐North Little Rock‐Conway MSA Employment by Sector, December 2017 ‐ December 2018

Source: Bureau of Labor Statistics, CBER Calculations

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195

205

215

225

235

245

255

265

Jan‐07

Jul‐07

Jan‐08

Jul‐08

Jan‐09

Jul‐09

Jan‐10

Jul‐10

Jan‐11

Jul‐11

Jan‐12

Jul‐12

Jan‐13

Jul‐13

Jan‐14

Jul‐14

Jan‐15

Jul‐15

Jan‐16

Jul‐16

Jan‐17

Jul‐17

Jan‐18

Jul‐18

Fayetteville‐Springdale‐Rogers MSA Non‐Farm Employment

Source: Bureau of Labor Statistics

Thousands

Thousands

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2.0%

‐12.0% ‐10.0% ‐8.0% ‐6.0% ‐4.0% ‐2.0% 0.0% 2.0% 4.0% 6.0% 8.0% 10.0%

Information

Financial Activities

Professional and Business Services

Trade, Transportation and Utilities

Other Services

Leisure and Hospitality

Non‐Farm

Manufacturing

Education and Health Services

Government

Mining, Logging and Construction

Change in Northwest Arkansas MSA Employment by Sector, December 2017 ‐ December 2017

Source: Bureau of Labor Statistics, CBER Calculations

 $‐

 $10,000

 $20,000

 $30,000

 $40,000

 $50,000

 $60,000

 $70,000

1970

1972

1974

1976

1978

1980

1982

1984

1986

1988

1990

1992

1994

1996

1998

2000

2002

2004

2006

2008

2010

2012

2014

2016

Per Capita Personal Income

United States Arkansas Northwest Arkansas Fort Smith

Little Rock Jonesboro Pine Bluff Hot SpringsSource: Bureau of Economic Analysis

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Sam M. Walton College of Business

Center for Business & Economic Research

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