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Regional Analysis in the Age of Populism AUBER Annual Conference Savannah, GA October 13, 2019 Mark Partridge, [email protected] Ohio State University and Ph.D. Program, Urban Studies and Regional Science, Gran Sasso Science Institute, L’Aquila, Italy

Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, [email protected]

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Page 1: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Regional Analysis in the Age of PopulismAUBER Annual Conference

Savannah, GA October 13, 2019

Mark Partridge, [email protected] State University and Ph.D. Program, Urban Studies and

Regional Science, Gran Sasso Science Institute, L’Aquila, Italy

Page 2: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

IntroductionMuch (but not all) of rural America has struggled

since the Great Recession’s conclusion in 2009, representing a long-run trend dating to the 1920s.

Rural American will play a future role, but many rural places are economically unsustainable. Rural areas are the primary source of environment, food, energy, other commodities, natural amenities, water, etc.

Rural lags in many ways. But trends are not always clear; e.g., for nonmetro/metro per-capita income1969-76 = .755; 1996-2003= .724; 2010-2017= .759But underlying all of this are national trends.

2

Page 3: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

3

Page 4: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

4

Page 5: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

5Source: New York Times

Page 6: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

6https://www.nytimes.com/interactive/2019/09/24/business/economy/wealth-tax-rich.html

Page 7: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

7 Source: E-trade and BEA. https://us.etrade.com/knowledge/library/perspectives/market-happenings/us-trade-deficit-february-2019

Page 8: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

8https://www.nytimes.com/interactive/2019/09/24/business/economy/wealth-tax-rich.html

Page 9: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Introduction

9

These trends appear to have contributed to rising rural angst and even anger in some cases. This economic angst has helped spawn a rise of so-called “right-wing nationalist populist” movements with strong rural bases. Emergence of right-wing nationalist populist movements

have occurred in Europe, Brazil, Australia, India. Of course, historically, there are many examples of rural

“populism” in the U.S.:E.g., 1820s-1840s, 1870s, 1890s, 1920s-1930sAnd rural America has tilted conservative for the last 50

years.

Page 10: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Introduction

10

There are other factors involved in potential rural U.S. populism.

Rural residents sometimes have an inferiority complex regarding urbanites.

Feelings that the elites don’t weigh rural concerns in decision-making.

Cultural differences and potential racial grievances. Decline of primary industries and manufacturing.All of this when rural America is a big net winner

in terms of net federal expenditures.

Page 11: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Introduction

11

1) What I want to do now is some armchair political analysis to see if there is anything special about today.

2) Then I will ask if rural America’s economy is really suffering. Sort-of but past trends recently accelerated.

3) Then I will discuss one potential cause that has been floated by both conservatives and progressives (AEI): declining dynamism in the American economy that slows needed adjustments to higher-valued uses in capital and labor markets as well as spatially.

Page 12: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Voting Patterns in rural, small, and large cities.

12

Voting patterns show a strong urban/rural influence as one.

The spatial patterns signify one area that strongly switched to Trump, which I will stress in my discussion of rural populism and rural economies.

Page 13: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

13 Source: Goetz, Partridge, Stephens (2017)

Page 14: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Romney vs. Trump Vote Shares

• Romney 2012 • Nonmetro: 59.62%• Small metro: 53.81%• Large metro: 43.92%

• Romney 2012 - Trump 2016 • Nonmetro: -7.39%• Small metro: -3.09%• Large metro: 0.97%

Source: MIT Election Data and Science Lab

Page 15: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2012 Romney Presidential Election Share, All Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only.

Page 16: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2016 Trump Presidential Election Share Minus 2012 Romney Presidential Election Share, All

Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only and Trump’s share of Trump and

Clinton’s votes only.

Emerging “Populist” region

Page 17: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2016 Trump Presidential Election Share Minus 2012 Romney Presidential Election Share,

Nonmetro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only and Trump’s share of Trump and

Clinton’s votes only.

Especially Expect Rural “Populism” here

Page 18: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Difference between Trump and Romney Vote Share Correlations, National

Sources: MIT Election Data and Science Lab, QCEW, LEHD QWI

Metro NonmetroDifference between Trump and Romney Vote Share vs. 2010 to 2018 Job Growth -0.1921 -0.0853

Difference between Trump and Romney Vote Share vs. 2017 New Firm Employment Share -0.1902 -0.1520

Difference between Trump and Romney Vote Share vs. 2006 to 2018 Percent Change in Job Creation

-0.0402 0.0030

Difference between Trump and Romney Vote Share vs. 2006 to 2018 Percent Change in Job Destruction

-0.1016 -0.0213

Difference between Trump and Romney Vote Share vs. 2016 Manufacturing Employment Share

0.2848 0.2003

Page 19: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Rural Economic Performance

19

We now turn to rural economic structure and consider if things differ in the Trump “populist” region.

Then we examine relative rural job growth since the Great Recession. No surprise, rural has done poorly.

Rural is much more than agriculture. Relative to urban America, rural manufacturing has fared

much better.

Page 20: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

20

Rural Development has not been a failure. Though true that it will be more difficult going forward. What’s left may be particularly cranky with migration rates historically low.

Goetz, Partridge, Stephens, 2018

Page 21: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

21

U.S. Payroll Growth, selected periodsSource QCEW

2001 to 2010

2010 to 2018

2001 to 2018

United States -1.31 14.49 12.99

U.S. Metro -0.95 16.96 15.85

U.S. Nonmetro -3.19 0.85 -2.38

Today Rural/Nometro Job growth really lags

Page 22: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Commodity Super Cycle

Commodity Super Cycle

Page 23: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu
Page 24: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu
Page 25: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

-2000

-1500

-1000

-500

0

500

1986

1987

1988

1989

1990

1991

1992

1993

1994

1996

1997

1998

1999

2000

2001

2002

2003

2006

2007

2008

2009

2010

2011

2012

2013

2014

2016

2017

2018

Nonmetro-Metro Domestic Net Migration and Nonmetro-Metro Gross Movers from Abroad

Net domestic migration Movers from abroad

Source: U.S. Census Bureau's CPS, https://www.census.gov/data/tables/time-series/demo/geographic-

Page 26: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Decline almost everywhere.

Page 27: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

0.000.200.400.600.801.001.201.401.601.80

0.00

0.05

0.10

0.15

0.20

0.25

1969

1971

1973

1975

1977

1979

1981

1983

1985

1987

1989

1991

1993

1995

1997

1999

2001

2003

2005

2007

2009

2011

2013

2015

2017

Share of U.S. Manufacturing Employment in Nonmetro Areas and Nonmetro Manufacturing

Location Quotient, 1969-2017Share of U.S. Manufacturing Employment in Nonmetro AreasNonmetro Manufacturing Location Quotient

Source: BEA, https://www.bea.gov/data/employment/employment-county-metro-and-other-

Page 28: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

0%

2%

4%

6%

8%

10%

12%

14%

16%19

6919

7119

7319

7519

7719

7919

8119

8319

8519

8719

8919

9119

9319

9519

9719

9920

0120

0320

0520

0720

0920

1120

1320

15

Metropolitan Non-Metropolitan US Farming Primary Job (CPS) US

Source: Farming share of total employment for Metropolitan, Non-Metropolitan, and US : Bureau of Economic Analysis; Total Full-Time and Part-Time Employment CA25 (1969 – 2000) CA25N (2001 –2015). Farming as primary job as a share of total employment: Bureau of Labor Statistics, Table cpsaat01

Figure 1Percentage of Total Jobs in Farming:

1969 - 2015

Page 29: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

29

The western populist region is farm country and the eastern part was much more manufacturing.

Page 30: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

30

Page 31: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010 to 2018 Percent Change in Employment, All Metro Counties

Source: QCEW

Page 32: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010 to 2018 Percent Change in Employment, Nonmetro Counties

Source: QCEW

Eastern populist region did relatively well, not so inthe Western part.

Page 33: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Declining Dynamism

33

By declining dynamism since 1970s, I mean there is: 1) Less job creation and job destruction. Classic Schumpeterian

creative destruction implies that resources are then less likely to flow to higher-valued uses. (not the same thing as saying net job growth has declined—though it has).

2) Lower rates of firm births and deaths. In terms of firm births, new firms and small firms disproportionately create new net jobs for the national economy (Neumark et al., 2011; Haltiwanger et al. 2013). E.g., Low-productivity zombie firms kept alive by low interest rates.

Schumpeterian disruptive forces and creative destruction are restricted. 3) Declining migration rates or less moving to opportunity or

to more productive regions (Partridge et. al, 2012). OR people stay in struggling rural areas, becoming quite frustrated.

Page 34: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Introduction

34

By declining dynamism, I mean there is: 4) Concentration of large firms with less product market

competition leading to less innovation and higher prices. 5) Declining occupational mobility due to licensing and

education requirements (Davis et al., 2012). 6) Declining labor-market fluidity: e.g., flows from

employment to unemployment; from unemployment to employment; flows from employment to out of labor force; flows from out of labor force to employment; job to job changes; interstate migration; job creation; and job destruction (Malloy et al., 2016). May be caused by factors such as non-compete contracts,

binding arbitration, nondisclosure agreements.

Page 35: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

35

Page 36: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

36

Fewer opportunities to move to a better job or secure a better firm-worker match.

Page 37: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

37

Page 38: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Rural Economic Performance

38

So, how much of rural America’s problem is their economies are becoming relatively less dynamic?

Job creation (job openings filled) are definitely a plus. Some job destruction is necessary for “creative

destruction” to shift resources to more productive uses. Of course, too much destruction would be problematic.

This spells places that would not have many opportunities and people would be stuck in bad settings.

Does this line up in the “populist” Northeast region?

Page 39: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Job Creation and Job Destruction as Percentages of Employment, Metro

Source: BDS

10.0%

12.0%

14.0%

16.0%

18.0%

20.0%

22.0%

Job Creation as a Percentage of Employment, MetroJob Destruction as a Percentage of Employment, Metro

Page 40: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Job Creation and Job Destruction as Percentages of Employment, Nonmetro

Source: BDS

10.0%

12.0%

14.0%

16.0%

18.0%

20.0%

22.0%

Job Creation as a Percentage of Employment, NonmetroJob Destruction as a Percentage of Employment, Nometro

Rural job destruction has especially decreased over time. (also compared to metro)

Page 41: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2018 Job Creation as a Percentage of Employment, Metro Counties

Source: LEHD QWI Note: Q1 2018 used for all states but MA, ME, and SD. Q2 2018 used for MA, Q4 2017 used for ME, and Q4 2016 used for SD.

Page 42: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2018 Job Creation as a Percentage of Employment, Nonmetro Counties

Source: LEHD QWI Note: Q1 2018 used for all states but MA, ME, and SD. Q2 2018 used for MA, Q4 2017 used for ME, and Q4 2016 used for SD.

Relative job growth may not be “bad” but fewer new opportunities.

Page 43: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2018 Job Destruction as a Percentage of Employment, Nonmetro Counties

Source: LEHD QWI Note: Q1 2018 used for all states but MA, ME, and SD. Q2 2018 used for MA, Q4 2017 used for ME, and Q4 2016 used for SD.

Page 44: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2006-2018 Percentage Change in Job Creation, Nonmetro Counties

Source: LEHD QWI Note: Q1 2006 and Q1 2018 used for all states but ME and SD. Q4 2006 and Q4 2017 used for ME. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA.

Page 45: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2006-2018 Percentage Change in Job Destruction, Nonmetro Counties

Source: LEHD QWI Note: Q1 2006 and Q1 2018 used for all states but ME and SD. Q4 2006 and Q4 2017 used for ME. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA.

Page 46: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Rural Economic Performance

46

Small and new firms are associated with faster job growth and subsequently faster future economic growth.

What are the patterns of small-firm and new-firm development?

Page 47: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Small Establishment Share of Total Establishments, National <50 employees

Source: CBP

92.5

93

93.5

94

94.5

95

95.5

96

96.5

97

1986

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

U.S. Metro U.S. Nonmetro U.S. Total

Page 48: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

New and Small Firm Employment Percentages, National

Source: LEHD QWI *Note: Q1 data used in all years.

0.0%

5.0%

10.0%

15.0%

20.0%

25.0%

30.0%

35.0%

40.0%19

9319

9419

9519

9619

9719

9819

9920

0020

0120

0220

0320

0420

0520

0620

0720

0820

0920

1020

1120

1220

1320

1420

1520

1620

17

New Firm Employment PercentageSmall Firm Employment Percentage

Page 49: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Self Employment as a Percentage of Total Employment, National

Source: BEA

0.0%

5.0%

10.0%

15.0%

20.0%

25.0%19

69

1971

1973

1975

1977

1979

1981

1983

1985

1987

1989

1991

1993

1995

1997

1999

2001

2003

2005

2007

2009

2011

2013

2015

2017

U.S. Metro U.S. Nonmetro

Less rural entrepreneurship?

Page 50: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Nonfarm Self Employment Income as a Share of Nonfarm Personal Income,

National

Source: BEA

0.0%

2.0%

4.0%

6.0%

8.0%

10.0%

12.0%

14.0%

1969

1971

1973

1975

1977

1979

1981

1983

1985

1987

1989

1991

1993

1995

1997

1999

2001

2003

2005

2007

2009

2011

2013

2015

2017

U.S. Metro U.S. Nonmetro

Less rural entrepreneurship?

Page 51: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 Small Firm Employment Share, Nonmetro Counties

Source: LEHD QWI Note: Q4 2017 used for all states but SD. Q4 2016 used for SD. Small firms have 50 or fewer employees.

Fewer small firms—less entrepreneurship?

Page 52: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 New Firm Employment Share, Metro Counties

Source: LEHD QWI Note: Q4 2017 used for all states but SD. Q4 2016 used for SD. New firms are less than or equal to 3 years old.

Page 53: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 New Firm Employment Share, Nonmetro Counties

Source: LEHD QWI Note: Q4 2017 used for all states but SD. Q4 2016 used for SD. New firms are less than or equal to 3 years old.

Less New-firm job growth, less entrepreneurship?

Page 54: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Conclusions Americans are increasingly divided along political and

rural/urban lines. Some of this may related to weak national economic

performance, rising inequities, perceptions of a “rigged” system.

President Trump’s relative electoral gains were most impressive in “Northeast” nonmetro America.

Outside of manufacturing’s role in driving some of this, topline rural economic numbers are not that different.

But that region appears less dynamic in terms of less job creation, new-firm employment growth, fewer small firms, suggesting a somewhat less dynamic economy. This pattern applies more strongly in the eastern parts of the

populist region.54

Page 55: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

55 55

Thank you

[email protected] Mark Partridge economist

Page 56: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Per Capita GDP and Per Capita Income Correlations, National

Source: BEA

Metro Nonmetro

2015 per capita GDP vs. 2015 per capita personal income, unweighted

0.5523 0.5521

2015 per capita GDP vs. 2015 per capita personal income, population-weighted

0.7973 0.6040

2012-2015 %𝚫𝚫 per capita GDP vs. 2012-2015 %𝚫𝚫 per capita personal income, unweighted

0.2213 0.3017

2012-2015 %𝚫𝚫 per capita GDP vs. 2012-2015 %𝚫𝚫 per capita personal income, population-weighted

0.3490 0.3427

Page 57: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu
Page 58: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

58

https://thedailycpa.com/2019/01/07/what-would-a-70-tax-bracket-look-like/

Page 59: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

59

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60

Page 61: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Population growth (%) 1990-2017 by MSA size (1993 USDA and U.S. Census Bureau MSA Definitions, 1990 population)

5.9

16.8

36.2

01

02

03

04

05

0P

op

ula

tion

gro

wth

(%

) 1

99

0-2

017

Non AdjacentAdj. to Small Metro

Adj. to Large Metro

26.2

31.633.6

39.3

30.9

01

02

03

04

05

0P

op

ula

tion

gro

wth

(%

) 1

99

0-2

017

50-100k100-250k

250k-1M1-3M

3M+

Nonmetro Areas Metro Areas

Page 62: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Population growth (%) 1990-2017 by city size (2013 USDA and U.S. Census Bureau MSA Definitions, 2017 Population)

4.0

11.4

26.9

01

02

03

04

05

0P

op

ula

tion

gro

wth

(%

) 1

99

0-2

017

Non AdjacentAdj. to Small Metro

Adj. to Large Metro

41.339.2

34.638.4

41.3

01

02

03

04

05

0P

op

ula

tion

gro

wth

(%

) 1

99

0-2

017

50-100k100-250k

250k-1M1-3M

3M+

Nonmetro Areas Metro Areas

Page 63: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2012 Romney Presidential Election Share, All Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only.

Page 64: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2012 Romney Presidential Election Share, All Metro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only.

Page 65: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2012 Romney Presidential Election Share, Large Metro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only.

Page 66: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2012 Romney Presidential Election Share, Small Metro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only.

Page 67: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2012 Romney Presidential Election Share, Nonmetro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only.

Page 68: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2016 Trump Presidential Election Share Minus 2012 Romney Presidential Election Share, All

Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only and Trump’s share of Trump and

Clinton’s votes only.

Page 69: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2016 Trump Presidential Election Share Minus 2012 Romney Presidential Election Share, All

Metro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only and Trump’s share of Trump and

Clinton’s votes only.

Page 70: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2016 Trump Presidential Election Share Minus 2012 Romney Presidential Election Share, Large

Metro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only and Trump’s share of Trump and

Clinton’s votes only.

Page 71: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2016 Trump Presidential Election Share Minus 2012 Romney Presidential Election Share, Small

Metro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only and Trump’s share of Trump and

Clinton’s votes only.

Page 72: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2016 Trump Presidential Election Share Minus 2012 Romney Presidential Election Share,

Nonmetro Counties

Source: MIT Election Data and Science Lab*Note: Figure contains Romney’s share of Romney and Obama’s votes only and Trump’s share of Trump and

Clinton’s votes only.

Page 73: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010 to 2018 Percent Change in Employment, All Counties

Source: QCEW

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2010 to 2018 Percent Change in Employment, Large Metro Counties

Source: QCEW

Page 75: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2006-2018 Percentage Change in Job Creation, Metro Counties

Source: LEHD QWI Note: Q1 2006 and Q1 2018 used for all states but ME and SD. Q4 2006 and Q4 2017 used for ME. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA.

Page 76: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010 to 2018 Percent Change in Employment, Small Metro Counties

Source: QCEW

Page 77: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2015 Per Capita GDP (in thousands of dollars), Metro Counties

Source: BEA

Page 78: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2015 Per Capita GDP (in thousands of dollars), Nonmetro Counties

Source: BEA

Page 79: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 Per Capita Income (in thousands of dollars), Metro Counties

Source: BEA

Page 80: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 Per Capita Income (in thousands of dollars), Nonmetro Counties

Source: BEA

Page 81: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Job Creation and Job Destruction as Percentages of Employment, National

Source: BDS

10.0%

12.0%

14.0%

16.0%

18.0%

20.0%

22.0%

Job Creation as a Percentage of Employment, U.S. TotalJob Creation as a Percentage of Employment, MetroJob Creation as a Percentage of Employment, NonmetroJob Destruction as a Percentage of Employment, U.S. TotalJob Destruction as a Percentage of Employment, MetroJob Destruction as a Percentage of Employment, Nometro

Page 82: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Percent Change in Job Creation and Job Destruction, National

Source: BDS

-40.0

-30.0

-20.0

-10.0

0.0

10.0

20.0

30.0

Job Creation, Metro Job Creation, NonmetroJob Destruciton, Metro Job Destruction, Nonmetro

Page 83: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Job Creation and Job Destruction Rates, National

Source: BDS

10.0

12.0

14.0

16.0

18.0

20.0

22.0

24.0

Job Creation Rate, Metro Job Creation Rate, NonmetroJob Destruction Rate, Metro Job Destruction Rate, Nonmetro

Page 84: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Job Creation and Job Destruction Rates, Metro

Source: BDS

10.0

12.0

14.0

16.0

18.0

20.0

22.0

24.0

Job Creation Rate, Metro Job Destruction Rate, Metro

Page 85: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Job Creation and Job Destruction Rates, Nonmetro

Source: BDS

10.0

12.0

14.0

16.0

18.0

20.0

22.0

Job Creation Rate, Nonmetro Job Destruction Rate, Nonmetro

Page 86: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Percent Change in Job Creation and Job Destruction, Nonmetro

Source: BDS

-40.0

-30.0

-20.0

-10.0

0.0

10.0

20.0

30.0

Job Creation, Nonmetro Job Destruction, Nonmetro

Page 87: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010 Job Creation as a Percentage of Employment, Nonmetro Counties

Source: LEHD QWI Note: Q1 2010 used for all states but MA, ME, and SD. Q2 2010 used for MA. Q4 2010 used for ME and SD.

Page 88: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010 Job Destruction as a Percentage of Employment, Metro Counties

Source: LEHD QWI Note: Q1 2010 used for all states but MA, ME, and SD. Q2 2010 used for MA. Q4 2010 used for ME and SD.

Page 89: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2018 Job Destruction as a Percentage of Employment, Metro Counties

Source: LEHD QWI Note: Q1 2018 used for all states but MA, ME, and SD. Q2 2018 used for MA, Q4 2017 used for ME, and Q4 2016 used for SD.

Page 90: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2006-2018 Percentage Change in Job Destruction, Metro Counties

Source: LEHD QWI Note: Q1 2006 and Q1 2018 used for all states but ME and SD. Q4 2006 and Q4 2017 used for ME. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA.

Page 91: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010 Job Destruction as a Percentage of Employment, Nonmetro Counties

Source: LEHD QWI Note: Q1 2010 used for all states but MA, ME, and SD. Q2 2010 used for MA. Q4 2010 used for ME and SD.

Page 92: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2018 Percentage Change in Job Creation, Nonmetro Counties

Source: LEHD QWI Note: Q1 2010 and Q1 2018 used for all states but MA, ME, and SD. Q2 2010 and Q2 2018 used for MA. Q4 2010 and Q4 2017 used for ME. Q4 2010 and Q4 2016 used for SD.

Page 93: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2018 Percentage Change in Job Destruction, Nonmetro Counties

Source: LEHD QWI Note: Q1 2010 and Q1 2018 used for all states but MA, ME, and SD. Q2 2010 and Q2 2018 used for MA. Q4 2010 and Q4 2017 used for ME. Q4 2010 and Q4 2016 used for SD.

Page 94: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2018 Percentage Change in Job Destruction, Metro Counties

Source: LEHD QWI Note: Q1 2010 and Q1 2018 used for all states but MA, ME, and SD. Q2 2010 and Q2 2018 used for MA. Q4 2010 and Q4 2017 used for ME. Q4 2010 and Q4 2016 used for SD.

Page 95: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 Small Firm Employment Share, Metro Counties

Source: LEHD QWI Note: Q4 2017 used for all states but SD. Q4 2016 used for SD. Small firms have 50 or fewer employees.

Page 96: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Percent Change in New and Small Firm Employment, National

Source: LEHD QWI *Note: Q1 data used in all years.

-20.0%

-15.0%

-10.0%

-5.0%

0.0%

5.0%

10.0%19

94

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

New Firm Employment Small Firm Employment

Page 97: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Small Firm Employment Percentages, Metro and Nonmetro

Source: CBP

0.0%

10.0%

20.0%

30.0%

40.0%

50.0%

60.0%

1986

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

U.S. Metro U.S. Nonmetro

Page 98: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Percent Change in Small Establishment Share of Total Establishments, National

Source: CBP

-0.20%

-0.10%

0.00%

0.10%

0.20%

0.30%

0.40%

1987

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

U.S. Metro U.S. Nonmetro U.S. Total

Page 99: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Wage and Salary Employment Growth, National

Source: BEA

-6.0%

-4.0%

-2.0%

0.0%

2.0%

4.0%

6.0%

1970

1972

1974

1976

1978

1980

1982

1984

1986

1988

1990

1992

1994

1996

1998

2000

2002

2004

2006

2008

2010

2012

2014

2016

U.S. Metro U.S. Nonmetro

Page 100: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

Self Employment Growth, National

Source: BEA

-4.0%

-2.0%

0.0%

2.0%

4.0%

6.0%

8.0%19

70

1972

1974

1976

1978

1980

1982

1984

1986

1988

1990

1992

1994

1996

1998

2000

2002

2004

2006

2008

2010

2012

2014

2016

U.S. Metro U.S. Nonmetro

Page 101: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2017 Percentage Change in Small Firm Employment Share, Metro Counties

Source: LEHD QWI Note: Q4 2010 and Q4 2017 used for all states but SD. Q4 2010 and Q4 2016 used for SD. Small firms have 50 or fewer employees.

Page 102: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2017 Percentage Change in Small Firm Employment Share, Nonmetro

Counties

Source: LEHD QWI Note: Q4 2010 and Q4 2017 used for all states but SD. Q4 2010 and Q4 2016 used for SD. Small firms have 50 or fewer employees.

Page 103: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2017 Percentage Change in New Firm Employment Share, Metro Counties

Source: LEHD QWI Note: Q4 2010 and Q4 2017 used for all states but SD. Q4 2010 and Q4 2016 used for SD. New firms are less than or equal to 3 years old.

Page 104: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2017 Percentage Change in New Firm Employment Share, Nonmetro

Counties

Source: LEHD QWI Note: Q4 2010 and Q4 2017 used for all states but SD. Q4 2010 and Q4 2016 used for SD. New firms are less than or equal to 3 years old.

Page 105: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 Self Employment Share, Metro Counties

Source: BEA

Page 106: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2017 Self Employment Share, Nonmetro Counties

Source: BEA

Page 107: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2006-2017 Percentage Change in Small Firm Employment Share, Nonmetro

Counties

Source: LEHD QWI Note: Q4 2006 and Q4 2017 used for all states but SD. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA. Small firms have 50 or fewer employees.

Page 108: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2017 Percentage Change in Self Employment Share, Metro Counties

Source: BEA

Page 109: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2006-2017 Percentage Change in Small Firm Employment Share, Metro Counties

Source: LEHD QWI Note: Q4 2006 and Q4 2017 used for all states but SD. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA. Small firms have 50 or fewer employees.

Page 110: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2010-2017 Percentage Change in Self Employment Share, Nonmetro Counties

Source: BEA

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2006-2017 Percentage Change in New Firm Employment Share, Metro Counties

Source: LEHD QWI Note: Q4 2006 and Q4 2017 used for all states but SD. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA. New firms are less than or equal to 3 years old.

Page 112: Regional Analysis in the Age of Populism€¦ · Regional Analysis in the Age of Populism. AUBER Annual Conference. Savannah, GA . October 13, 2019. Mark Partridge, Partridge.27@osu.edu

2006-2017 Percentage Change in New Firm Employment Share, Nonmetro

Counties

Source: LEHD QWI Note: Q4 2006 and Q4 2017 used for all states but SD. Q4 2006 and Q4 2016 used for SD. No 2006 data for MA. New firms are less than or equal to 3 years old.