Economic Summit XI
THE VIRGINIA AND ROANOKE VALLEY LABOR MARKETS
ALICE LOUISE KASSENS, PHD
JOHN S. SHANNON PROFESSOR OF ECONOMICS
ROANOKE COLLEGE
Outline
A look at the Commonwealth’s economy
A look at the local economy
Future labor market in Roanoke
The Commonwealth’s Economy
Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations
0.015
0.025
0.035
0.045
0.055
0.065
0.075
0.58
0.6
0.62
0.64
0.66
0.68
0.7
0.72
January-99
July-99
January-00
July-00
January-01
July-01
January-02
July-02
January-03
July-03
January-04
July-04
January-05
July-05
January-06
July-06
January-07
July-07
January-08
July-08
January-09
July-09
January-10
July-10
January-11
July-11
January-12
July-12
January-13
July-13
January-14
LABOR MARKET MOVEMENTS IN VIRGINIA
1999-2014
lfpr epop urate
Pre-Great Recession
average EPOP: 65.9%
Great Recession +
average EPOP: 63.8%
Pre-Great Recession
average u-rate: 3.3%
Great Recession +
average u-rate: 5.9%
Pre-Great Recession
average LFPR: 68.2%
Great Recession +
average LFPR: 67.8%
The Commonwealth’s Economy
Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations
LFPR
-0.4 ppts.
URATE
+2.6 ppts.
EPOP fell by 2.1
percentage points
over the Great Recession
and recovery
Prolonged job search
Dropped out of the labor force
The Commonwealth’s Economy
Source: Virginia Employment Commission
March 2014
Supply and demand
of labor
Shortage of labor in VA
Surplus in the US
0.87 March 2014
269,379 March 2014
233,871 March 2014
The Commonwealth’s Economy
400
500
600
700
800
900
1000
1100
2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
WAGES,$/WEEK
Weekly Wages Over Time, Virginia
Nominal wages Real wages
Source: BLS and author’s calculations
Note: Real wages adjusted using CPI for Southeast Region (1996=100); wage values assume work 40 hours per week and every week per year; Q1 wages
Despite labor shortage in VA, real
wages are the same in 2013
as they were in 2007 (~$675/wk.)
The Commonwealth’s Economy
Data source: U.S. Census Bureau, Center for Economic Studies ; Author’s calculations
Note: No distinction between full-, part-time, or temporary hires; no distinction between voluntary and involuntary separations
400
450
500
550
600
650
700
750
800
850
#SEPARATIONS,HIRES(`000)
Separations and Hires, Virginia
Separations Hires
RecoveryRecession
Labor flows
Cyclical
Match quality
Productivity
The Commonwealth’s Economy
400
450
500
550
600
650
700
750
800
850
#SEPARATIONS,HIRES(`000)
Separations and Hires, Virginia
Separations Hires
RecoveryRecession
Labor flows
Employment grows &
unemployment rate
falls when hires exceed
separations
Data source: U.S. Census Bureau, Center for Economic Studies ; Author’s calculations
Note: No distinction between full-, part-time, or temporary hires; no distinction between voluntary and involuntary separations
The Commonwealth’s Economy
Movements along the
Beveridge Curve
Changes in Aggregate Demand
Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations
y = -0.6056x + 0.0802
R² = 0.8745
0.030
0.035
0.040
0.045
0.050
0.055
0.060
0.065
0.070
0.020 0.030 0.040 0.050 0.060 0.070 0.080
Jobvacencyrate(JO/LF)
Unemployment rate
Beveridge Curve during the Great Recession
The Commonwealth’s Economy
“Recovery”
“Great
Recession”
Shifts of the
Beveridge Curve
Changes in the matching process
Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations
y = -0.6056x + 0.0802
R² = 0.8745
y = -0.6891x + 0.0988
R² = 0.4381
0.030
0.035
0.040
0.045
0.050
0.055
0.060
0.065
0.070
0.075
0.080
0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090
Jobvacencyrate(JO/LF)
Unemployment rate
Beveridge Curve during the Recovery
The Commonwealth’s Economy
“Recovery”
“Great
Recession”
Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations
y = -0.6056x + 0.0802
R² = 0.8745
y = -0.6891x + 0.0988
R² = 0.4381
0.030
0.035
0.040
0.045
0.050
0.055
0.060
0.065
0.070
0.075
0.080
0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090
Jobvacencyrate(JO/LF)
Unemployment rate
Beveridge Curve during the RecoveryShifts of the
Beveridge Curve
WHY?
Skills mismatch (structural
unemployment)
Federal EUI
The Commonwealth’s Economy
“Recovery”
“Great
Recession”
Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations
y = -0.6056x + 0.0802
R² = 0.8745
y = -0.6891x + 0.0988
R² = 0.4381
0.030
0.035
0.040
0.045
0.050
0.055
0.060
0.065
0.070
0.075
0.080
0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090
Jobvacencyrate(JO/LF)
Unemployment rate
Beveridge Curve during the Recovery
Long run
unemployment rate
average for Roanoke
MSA = 4.4%
(1999-2014)
Job opening rate at
4.4% unemployment
rate during recession =
5.4%
Job opening rate at
4.4% unemployment
rate during recovery =
6.8%
The Commonwealth’s Economy
0
2000
4000
6000
8000
10000
12000
14000
Q199
Q399
Q100
Q300
Q101
Q301
Q102
Q302
Q103
Q303
Q104
Q304
Q105
Q305
Q106
Q306
Q107
Q307
Q108
Q308
Q109
Q309
Q110
Q310
Q111
Q311
Q112
Q312
Q113
Q313
Q114
#CLAIMS
QUARTER/YEAR
INITIAL UNEMPLOYMENT INSURANCE CLAIMS,
VIRGINIA Q1 1999 – Q1 2014
Data sources: US Department of Labor ; Author’s calculations
The Commonwealth’s Economy
Data sources: US Department of Labor ; Author’s calculations
0
10000
20000
30000
40000
50000
60000
70000
80000
90000
100000
Q199
Q399
Q100
Q300
Q101
Q301
Q102
Q302
Q103
Q303
Q104
Q304
Q105
Q305
Q106
Q306
Q107
Q307
Q108
Q308
Q109
Q309
Q110
Q310
Q111
Q311
Q112
Q312
Q113
Q313
#CLAIMS
CONTINUED UNEMPLOYMENT INSURANCE
CLAIMS, VIRGINIA Q1 1999 – Q1 2014
The Commonwealth’s Economy
Elementary
(0.7%)
Some High
School
(7%)
High School
Grad/GED
(38.5%)
Some College
(10.4%)
Associate's
Degree
(16.8%)
Bachelor's
Degree
(15.8%)
Post Graduate
Degree
(6.3%)
Unknown
(4.6%)
EDUCATION STATUS OF MARCH 2013 JOB
APPLICANTSN=10,949
Male = 53.4%
Under 22 = 9.3%
Over 34 = 53.2%
Veterans = 7.6%
Source: Virginia Employment Commission
The Local Economy
Unemployment by County
March 2014
Roanoke County 4.9%
Roanoke City 6.2%
Salem City 5.3%
Botetourt County 5.3%
Craig County 6.2%
Franklin County 5.2%
Source: Virginia Employment Commission
The Local Economy
Data sources: Virginia Employment Commission, Bureau of Labor Statistics
0.02
0.03
0.04
0.05
0.06
0.07
0.08
0.09
UNEMPLOYMENTRATE
Unemployment rate - VA & ROA
urate VA urate ROA
The Local Economy
Source: Virginia Employment Commission
Note: candidates are those with active resumes in the workforce system
$20,000-$34,999
$5,000-$19,999
Not specified
$35,000-$49,999
$50,000-64,999
$65,000-$79,999
$80,000-$94,999
$95,000 or more
Minimum desired wage of
available candidates
N=33,360
The Local Economy
Source: Virginia Employment Commission
March 2014
Job openings
Roanoke City 6,772
Salem 1,935
Roanoke County 556
Franklin County 372
Botetourt County 291
Craig County 18
The Local Economy
-500 -400 -300 -200 -100 0 100 200 300 400 500 600
Leisure, hospitality
Private eduction, health services
Misc. services
Local government
State government
Federal government
Mining, lodging
Professional business services
Wholesale trade
Finance, insurance, real estate
Transportation, warehousing, utilities
Retail trade
Manufacturing
ROANOKE EMPLOYMENT, Q412-Q413YOY changes
+600 jobs
+0.4 pp
Wages
Leisure, hospitality
Private educ, health services
Source: Virginia Employment Commission. (2014). Virginia Economic Indicators, Vol. 45, Num. 4.
5
7
9
11
13
15
17
19
21
23
25
#SEPARATIONS,HIRES(`000)
Separations and Hires, Roanoke City
Separations Hires
Recovery
The Local Economy
Recession
Data source: U.S. Census Bureau, Center for Economic Studies ; Author’s calculations
Note: No distinction between full-, part-time, or temporary hires; no distinction between voluntary and involuntary separations
Upward trend in each
since Q1 2010
Hires currently outpacing
separations
The Local Economy
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
#Unemployed/#Jobopenings
Unemployed per Job Opening
Roanoke VA
unemployed = job openings
Labor surplus
Labor shortage
Labor shortages until
early 2009
Labor surpluses until
early 2013
More pronounced
surpluses in ROA
Currently shortages in
ROA and VA; upward
pressure on wages
The Local Economy
Source: BLS and author’s calculations
Note: Real wages adjusted using CPI for Southeast Region (1996=100); wage values assume work 40 hours per week and every week per year; Q1 wages
450
500
550
600
650
700
2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
REALWAGES,$/WEEK
Real wages VA and Roanoke City, 2001-2013
Roanoke VA Linear (Roanoke) Linear (VA)
Roanoke average real wage
$512/week
Falling by $0.67/year
Virginia average real wage
$654/week
Rising by $3.44/year
Wage gap = $142/week
Gap grew by ~$4.10 per year
between 2001-2013
The Local Economy
Source: BLS and author’s calculations
Note: Real wages adjusted using CPI for Southeast Region (1996=100); wage values assume work 40 hours per week and every week per year; Q1 wages
450
500
550
600
650
700
2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
REALWAGES,$/WEEK
Real wages VA and Roanoke City, 2001-2013
Roanoke VA Linear (Roanoke) Linear (VA)
Roanoke average real wage
$512/week
Falling by $0.67/year
Virginia average real wage
$654/week
Rising by $3.44/year
Wage gap = $142/week
Gap grew by ~$4.10 per year
between 2001-2013
Upward
movement?
The Local Economy
Washington D.C.
$14,362
Richmond
$34,964
Lynchburg
$43,951
Virginia Beach
$32,217
Roanoke
$42,120
Sources: http://www.findthebest.com/ with 2013 data; Author’s calculations
y = -0.4837x + 0.0644
R² = 0.8434
y = -1.0279x + 0.116
R² = 0.6314
0.020
0.030
0.040
0.050
0.060
0.070
0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090
Jobopeningrate(JO/LF)
Unemployment rate
Beveridge Curve, Roanoke MSA
Recovery
The Local Economy
Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations
Recession
Long run
unemployment rate
average for Roanoke
MSA = 4.3%
(1999-2014)
Job opening rate at
4.3% unemployment
rate during recession =
4.4%
Job opening rate at
4.3% unemployment
rate during recovery =
7.2%
Future Labor Market
541,884
414,390
294,938
257,351
234,584
254,349
199,506
226,602
197,026
191,430
613,286
472,738
340,905
317,155
290,152
275,909
267,482
257,639
243,212
240,333
OFFICE AND ADMINISTRATIVE SUPPORT OCCUPATIONS
SALES AND RELATED OCCUPATIONS
FOOD PREPARATION AND SERVING RELATED OCCUPATIONS
BUSINESS AND FINANCIAL OPERATIONS OCCUPATIONS
EDUCATION, TRAINING, AND LIBRARY OCCUPATIONS
MANAGEMENT OCCUPATIONS
COMPUTER AND MATHEMATICAL OCCUPATIONS
TRANSPORTATION AND MATERIAL MOVING OCCUPATIONS
CONSTRUCTION AND EXTRACTION OCCUPATIONS
HEALTHCARE PRACTITIONERS AND TECHNICAL OCCUPATIONS
EMPLOYMENT PROJECTIONS (2020), ROANOKE
2010 Estimate 2020 Projection
$37,130
$20,310
$60,190
$49,010
$90,110
$67,570
$31,580
$34,500
$73,960
$32,220
Data sources: Virginia Employment Commission, Bureau of Labor Statistics
Note: salaries are mean annual wage, May 2013, Roanoke
Future Labor Market
Labor
demand
Output
Real wage
L and K
substitutability
Future Labor Market
Labor
demand
Output
Real wage
L and K
substitutability
Future Labor Market
Labor
demand
Output
Real wage
L and K
substitutability
Future Labor Market
Labor
demand
Output
Real wage
L and K
substitutability
Computers strongly complement
non-routine cognitive tasks (high wage)
Abstract reasoning tasks (problem solving,
coordination, or other high management jobs)
Future Labor Market
Labor
demand
Output
Real wage
L and K
substitutability
Computers directly substitute for routine
tasks (middle-class)
Bookkeeping, clerical work, repetitive
production tasks
Automation of routine work
Future Labor Market
Labor
demand
Output
Real wage
L and K
substitutability
Computers have little direct impact on
non-routine manual tasks (low income)
Janitors, security guards, truck drivers,
waiters
Thank you
Questions?
CONTACT INFO
kassens@roanoke.edu
@RnningEconomist
http://therunningeconomist.blogspot.com

Economic Summit XI

  • 1.
    Economic Summit XI THEVIRGINIA AND ROANOKE VALLEY LABOR MARKETS ALICE LOUISE KASSENS, PHD JOHN S. SHANNON PROFESSOR OF ECONOMICS ROANOKE COLLEGE
  • 2.
    Outline A look atthe Commonwealth’s economy A look at the local economy Future labor market in Roanoke
  • 3.
    The Commonwealth’s Economy Datasources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations 0.015 0.025 0.035 0.045 0.055 0.065 0.075 0.58 0.6 0.62 0.64 0.66 0.68 0.7 0.72 January-99 July-99 January-00 July-00 January-01 July-01 January-02 July-02 January-03 July-03 January-04 July-04 January-05 July-05 January-06 July-06 January-07 July-07 January-08 July-08 January-09 July-09 January-10 July-10 January-11 July-11 January-12 July-12 January-13 July-13 January-14 LABOR MARKET MOVEMENTS IN VIRGINIA 1999-2014 lfpr epop urate Pre-Great Recession average EPOP: 65.9% Great Recession + average EPOP: 63.8% Pre-Great Recession average u-rate: 3.3% Great Recession + average u-rate: 5.9% Pre-Great Recession average LFPR: 68.2% Great Recession + average LFPR: 67.8%
  • 4.
    The Commonwealth’s Economy Datasources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations LFPR -0.4 ppts. URATE +2.6 ppts. EPOP fell by 2.1 percentage points over the Great Recession and recovery Prolonged job search Dropped out of the labor force
  • 5.
    The Commonwealth’s Economy Source:Virginia Employment Commission March 2014 Supply and demand of labor Shortage of labor in VA Surplus in the US 0.87 March 2014 269,379 March 2014 233,871 March 2014
  • 6.
    The Commonwealth’s Economy 400 500 600 700 800 900 1000 1100 20012002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 WAGES,$/WEEK Weekly Wages Over Time, Virginia Nominal wages Real wages Source: BLS and author’s calculations Note: Real wages adjusted using CPI for Southeast Region (1996=100); wage values assume work 40 hours per week and every week per year; Q1 wages Despite labor shortage in VA, real wages are the same in 2013 as they were in 2007 (~$675/wk.)
  • 7.
    The Commonwealth’s Economy Datasource: U.S. Census Bureau, Center for Economic Studies ; Author’s calculations Note: No distinction between full-, part-time, or temporary hires; no distinction between voluntary and involuntary separations 400 450 500 550 600 650 700 750 800 850 #SEPARATIONS,HIRES(`000) Separations and Hires, Virginia Separations Hires RecoveryRecession Labor flows Cyclical Match quality Productivity
  • 8.
    The Commonwealth’s Economy 400 450 500 550 600 650 700 750 800 850 #SEPARATIONS,HIRES(`000) Separationsand Hires, Virginia Separations Hires RecoveryRecession Labor flows Employment grows & unemployment rate falls when hires exceed separations Data source: U.S. Census Bureau, Center for Economic Studies ; Author’s calculations Note: No distinction between full-, part-time, or temporary hires; no distinction between voluntary and involuntary separations
  • 9.
    The Commonwealth’s Economy Movementsalong the Beveridge Curve Changes in Aggregate Demand Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations y = -0.6056x + 0.0802 R² = 0.8745 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.020 0.030 0.040 0.050 0.060 0.070 0.080 Jobvacencyrate(JO/LF) Unemployment rate Beveridge Curve during the Great Recession
  • 10.
    The Commonwealth’s Economy “Recovery” “Great Recession” Shiftsof the Beveridge Curve Changes in the matching process Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations y = -0.6056x + 0.0802 R² = 0.8745 y = -0.6891x + 0.0988 R² = 0.4381 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090 Jobvacencyrate(JO/LF) Unemployment rate Beveridge Curve during the Recovery
  • 11.
    The Commonwealth’s Economy “Recovery” “Great Recession” Datasources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations y = -0.6056x + 0.0802 R² = 0.8745 y = -0.6891x + 0.0988 R² = 0.4381 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090 Jobvacencyrate(JO/LF) Unemployment rate Beveridge Curve during the RecoveryShifts of the Beveridge Curve WHY? Skills mismatch (structural unemployment) Federal EUI
  • 12.
    The Commonwealth’s Economy “Recovery” “Great Recession” Datasources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations y = -0.6056x + 0.0802 R² = 0.8745 y = -0.6891x + 0.0988 R² = 0.4381 0.030 0.035 0.040 0.045 0.050 0.055 0.060 0.065 0.070 0.075 0.080 0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090 Jobvacencyrate(JO/LF) Unemployment rate Beveridge Curve during the Recovery Long run unemployment rate average for Roanoke MSA = 4.4% (1999-2014) Job opening rate at 4.4% unemployment rate during recession = 5.4% Job opening rate at 4.4% unemployment rate during recovery = 6.8%
  • 13.
  • 14.
    The Commonwealth’s Economy Datasources: US Department of Labor ; Author’s calculations 0 10000 20000 30000 40000 50000 60000 70000 80000 90000 100000 Q199 Q399 Q100 Q300 Q101 Q301 Q102 Q302 Q103 Q303 Q104 Q304 Q105 Q305 Q106 Q306 Q107 Q307 Q108 Q308 Q109 Q309 Q110 Q310 Q111 Q311 Q112 Q312 Q113 Q313 #CLAIMS CONTINUED UNEMPLOYMENT INSURANCE CLAIMS, VIRGINIA Q1 1999 – Q1 2014
  • 15.
    The Commonwealth’s Economy Elementary (0.7%) SomeHigh School (7%) High School Grad/GED (38.5%) Some College (10.4%) Associate's Degree (16.8%) Bachelor's Degree (15.8%) Post Graduate Degree (6.3%) Unknown (4.6%) EDUCATION STATUS OF MARCH 2013 JOB APPLICANTSN=10,949 Male = 53.4% Under 22 = 9.3% Over 34 = 53.2% Veterans = 7.6% Source: Virginia Employment Commission
  • 16.
    The Local Economy Unemploymentby County March 2014 Roanoke County 4.9% Roanoke City 6.2% Salem City 5.3% Botetourt County 5.3% Craig County 6.2% Franklin County 5.2% Source: Virginia Employment Commission
  • 17.
    The Local Economy Datasources: Virginia Employment Commission, Bureau of Labor Statistics 0.02 0.03 0.04 0.05 0.06 0.07 0.08 0.09 UNEMPLOYMENTRATE Unemployment rate - VA & ROA urate VA urate ROA
  • 18.
    The Local Economy Source:Virginia Employment Commission Note: candidates are those with active resumes in the workforce system $20,000-$34,999 $5,000-$19,999 Not specified $35,000-$49,999 $50,000-64,999 $65,000-$79,999 $80,000-$94,999 $95,000 or more Minimum desired wage of available candidates N=33,360
  • 19.
    The Local Economy Source:Virginia Employment Commission March 2014 Job openings Roanoke City 6,772 Salem 1,935 Roanoke County 556 Franklin County 372 Botetourt County 291 Craig County 18
  • 20.
    The Local Economy -500-400 -300 -200 -100 0 100 200 300 400 500 600 Leisure, hospitality Private eduction, health services Misc. services Local government State government Federal government Mining, lodging Professional business services Wholesale trade Finance, insurance, real estate Transportation, warehousing, utilities Retail trade Manufacturing ROANOKE EMPLOYMENT, Q412-Q413YOY changes +600 jobs +0.4 pp Wages Leisure, hospitality Private educ, health services Source: Virginia Employment Commission. (2014). Virginia Economic Indicators, Vol. 45, Num. 4.
  • 21.
    5 7 9 11 13 15 17 19 21 23 25 #SEPARATIONS,HIRES(`000) Separations and Hires,Roanoke City Separations Hires Recovery The Local Economy Recession Data source: U.S. Census Bureau, Center for Economic Studies ; Author’s calculations Note: No distinction between full-, part-time, or temporary hires; no distinction between voluntary and involuntary separations Upward trend in each since Q1 2010 Hires currently outpacing separations
  • 22.
    The Local Economy 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 #Unemployed/#Jobopenings Unemployedper Job Opening Roanoke VA unemployed = job openings Labor surplus Labor shortage Labor shortages until early 2009 Labor surpluses until early 2013 More pronounced surpluses in ROA Currently shortages in ROA and VA; upward pressure on wages
  • 23.
    The Local Economy Source:BLS and author’s calculations Note: Real wages adjusted using CPI for Southeast Region (1996=100); wage values assume work 40 hours per week and every week per year; Q1 wages 450 500 550 600 650 700 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 REALWAGES,$/WEEK Real wages VA and Roanoke City, 2001-2013 Roanoke VA Linear (Roanoke) Linear (VA) Roanoke average real wage $512/week Falling by $0.67/year Virginia average real wage $654/week Rising by $3.44/year Wage gap = $142/week Gap grew by ~$4.10 per year between 2001-2013
  • 24.
    The Local Economy Source:BLS and author’s calculations Note: Real wages adjusted using CPI for Southeast Region (1996=100); wage values assume work 40 hours per week and every week per year; Q1 wages 450 500 550 600 650 700 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 REALWAGES,$/WEEK Real wages VA and Roanoke City, 2001-2013 Roanoke VA Linear (Roanoke) Linear (VA) Roanoke average real wage $512/week Falling by $0.67/year Virginia average real wage $654/week Rising by $3.44/year Wage gap = $142/week Gap grew by ~$4.10 per year between 2001-2013 Upward movement?
  • 25.
    The Local Economy WashingtonD.C. $14,362 Richmond $34,964 Lynchburg $43,951 Virginia Beach $32,217 Roanoke $42,120 Sources: http://www.findthebest.com/ with 2013 data; Author’s calculations
  • 26.
    y = -0.4837x+ 0.0644 R² = 0.8434 y = -1.0279x + 0.116 R² = 0.6314 0.020 0.030 0.040 0.050 0.060 0.070 0.020 0.030 0.040 0.050 0.060 0.070 0.080 0.090 Jobopeningrate(JO/LF) Unemployment rate Beveridge Curve, Roanoke MSA Recovery The Local Economy Data sources: Virginia Employment Commission, Bureau of Labor Statistics ; Author’s calculations Recession Long run unemployment rate average for Roanoke MSA = 4.3% (1999-2014) Job opening rate at 4.3% unemployment rate during recession = 4.4% Job opening rate at 4.3% unemployment rate during recovery = 7.2%
  • 27.
    Future Labor Market 541,884 414,390 294,938 257,351 234,584 254,349 199,506 226,602 197,026 191,430 613,286 472,738 340,905 317,155 290,152 275,909 267,482 257,639 243,212 240,333 OFFICEAND ADMINISTRATIVE SUPPORT OCCUPATIONS SALES AND RELATED OCCUPATIONS FOOD PREPARATION AND SERVING RELATED OCCUPATIONS BUSINESS AND FINANCIAL OPERATIONS OCCUPATIONS EDUCATION, TRAINING, AND LIBRARY OCCUPATIONS MANAGEMENT OCCUPATIONS COMPUTER AND MATHEMATICAL OCCUPATIONS TRANSPORTATION AND MATERIAL MOVING OCCUPATIONS CONSTRUCTION AND EXTRACTION OCCUPATIONS HEALTHCARE PRACTITIONERS AND TECHNICAL OCCUPATIONS EMPLOYMENT PROJECTIONS (2020), ROANOKE 2010 Estimate 2020 Projection $37,130 $20,310 $60,190 $49,010 $90,110 $67,570 $31,580 $34,500 $73,960 $32,220 Data sources: Virginia Employment Commission, Bureau of Labor Statistics Note: salaries are mean annual wage, May 2013, Roanoke
  • 28.
    Future Labor Market Labor demand Output Realwage L and K substitutability
  • 29.
    Future Labor Market Labor demand Output Realwage L and K substitutability
  • 30.
    Future Labor Market Labor demand Output Realwage L and K substitutability
  • 31.
    Future Labor Market Labor demand Output Realwage L and K substitutability Computers strongly complement non-routine cognitive tasks (high wage) Abstract reasoning tasks (problem solving, coordination, or other high management jobs)
  • 32.
    Future Labor Market Labor demand Output Realwage L and K substitutability Computers directly substitute for routine tasks (middle-class) Bookkeeping, clerical work, repetitive production tasks Automation of routine work
  • 33.
    Future Labor Market Labor demand Output Realwage L and K substitutability Computers have little direct impact on non-routine manual tasks (low income) Janitors, security guards, truck drivers, waiters
  • 34.

Editor's Notes

  • #4 Source: https://data.virginialmi.com/vosnet/MenuLandingPage.aspx?enc=kUoPA/c81XmnhuJg+uHiHGTnMha8ZVXxhlzii2YUYmJVbltA+4Zigsb8MIDNVQvh
  • #5 Source: https://data.virginialmi.com/vosnet/MenuLandingPage.aspx?enc=kUoPA/c81XmnhuJg+uHiHGTnMha8ZVXxhlzii2YUYmJVbltA+4Zigsb8MIDNVQvh
  • #6 JOLTS: Nationwide the JO/U was
  • #17 Source: https://data.virginialmi.com/vosnet/MenuLandingPage.aspx?enc=kUoPA/c81XmnhuJg+uHiHGTnMha8ZVXxhlzii2YUYmJVbltA+4Zigsb8MIDNVQvh
  • #18 Source: https://data.virginialmi.com/vosnet/MenuLandingPage.aspx?enc=kUoPA/c81XmnhuJg+uHiHGTnMha8ZVXxhlzii2YUYmJVbltA+4Zigsb8MIDNVQvh