MGT. M259C: Analysis of Labor Markets --PP CM230 Labor Markets and Public Policy Daniel J.B. Mitchell Ho-su Wu Professor Anderson School and School of Public Affairs
Reminder
Women and Minority Experience in the Workforce Empirical
trends Concepts of discrimination Pre-Market Current Statistical EEO
policy analysis Comparable worth Dualism in labor markets
Empirical Trends Participation U.S International
Pay Unemployment
Early State Protective Legislation U.S. Supreme Court decision in Muller v. Oregon (1908) upholding state law limiting female hours: “…(a woman’s) physical structure and a proper discharge of her maternal functions - having in view not only her health, but the well-being of the race justify legislation to protect her from the greed as well as the passion of man.”
Justice Louis Brandeis
Phoenix Mill Ford Parts Factory: 1922-1948 ď Ž
ď Ž
Women earned $8/day; same as men in other Ford plants Only employed single women, widows, and wives of disabled WW1 veterans when it opened.
Married women not employed
Male and Female Participation Rates 100 90 80 60 Female Male
50 40 30 20 10
2000
1990
1980
1970
1950
1946
1945
1944
1943
1942
1941
1940
1930
1920
0 1900
Percent
70
Declining male participation after WW2 Long-term upward trend in female participation with bump up during WW2 Includes Armed Forces in 1940s Histpart.wk3
Male 1948 Female 1948 Male 2000 Female 2000
Participation by Age 100
Percent
90 80 70 60 50 40 30 20 10 0
16-19
20-24
25-34
35-44
45-54
55-64
65+
Male > female both periods but gap much larger in earlier period (male falls and female rises over time) ď ° Female no longer shows childbearing dip ď ° Elderly male rates show dramatic drop over time ď °
Agepart.wk3
Postwar Ideal
Contemporary
Improvement?
Stylized Facts and Trends employment pay unemployment
eeowage.xls
E/Pop Ratios (percent) 80 75 70 65 60 55 White male White female Black male Black female
50 45
Business cycle effects influence data but black and white males show gradual decline apart from cycle. Black male E/Pop < white male E/Pop. Black female E/Pop converges with white female E/Pop in late 1990s after long hiatus. Both show longterm upward trend.
2006
2004
2002
2000
1998
1996
1994
1992
1990
1988
1986
1984
1982
1980
1978
1976
1974
1972
40
eeowage.xls
E/Pop Ratios (percent) 80 75 70 White male
65
White female Hispanic male
60
Hispanic female
55 50 45
White and Hispanic male E/Pop about the same until mid-1990s when Hispanic becomes > white. Large gap between Hispanic male and female E/Pop ratios and between white and Hispanic female ratios. But Hispanic female ratio shows rising trend as does white female ratio.
2006
2004
2002
2000
1998
1996
1994
1992
1990
1988
1986
1984
1982
1980
40
eeowage.xls
E/Pop Ratios (percent)
80 75 70
Black male Hispanic male
65
Black female Hispanic female
60 55 50 45
ď ą Hispanic
male E/Pop ratio > Black male ď ą Hispanic female E/Pop ratio < Black female but both rising
2006
2004
2002
2000
1998
1996
1994
1992
1990
1988
1986
1984
1982
1980
40
eeo.wage.xls
Female/Male Usual Weekly Earnings, Full Time (percent) 90 80 70 60 50 40 30 20 10
ď ° Female-to-male
earnings
ratio < 1 ď ° Overall female-male earnings ratio rose in 1980s, early 90s, early 2000s Data for 2nd Qtr of Year Shown
2007
2005
2003
2001
1999
1997
1995
1993
1991
1989
1987
1985
1983
1981
1979
1977
1975
1973
1971
1969
0
eeowage.xls
Usual Weekly Earnings Ratios, Full Time (percent) 100 Nonwhite/white female
95
Black/white female
90 85 80 Black/white male
75
Nonwhite/white male
Black female/white female earnings ratio > Black male/white male ratio ď ° Slippage in female Black/white earnings ratio after mid-1970s ď °
Data for 2nd Qtr of Year Shown
2007
2005
2003
2001
1999
1997
1995
1993
1991
1989
1987
1985
1983
1981
1979
1977
1975
1973
1971
1969
70
eeowage.xls
Usual Weekly Earnings Ratios (percent) 90 85 80 Hispanic/white female
75 70 Hispanic/white male
65
Hispanic female/white female earnings ratio > Hispanic male/white male ratio ď ° Slippage in Hispanic/white earnings ratio for both sexes relative to early 1980s ď °
Data for 2nd Qtr of Year Shown
2007
2005
2003
2001
1999
1997
1995
1993
1991
1989
1987
1985
1983
1981
1979
60
eeowage.xls
Unemployment Rate Ratios 3.0 2.8 2.6 2.4 2.2 2.0 1.8
Female/Male
1.6
Black/white male
1.4
Black/white female
1.2 1.0
Female/male ratio fell to approximately unity in 1980s. Male rates more cyclically sensitive than female. Black unemployment rates typically are 2 to 2.5 times white rates. Cyclical movement of black/white ratios (esp. male) suggest a “structural” unemployment problem.
2007
2005
2003
2001
1999
1997
1995
1993
1991
1989
1987
1985
1983
1981
1979
1977
1975
1973
1971
1969
0.8
eeowage.xls
Unemployment Rate Ratios 2.200 2.000 1.800 1.600 1.400
Hispanic/white male Hispanic/white female
1.200
1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
1.000
ď ˛ Hispanic
unemployment rates exceed white rates by sex. ď ˛ May be a convergence trend setting in starting mid-1990s.
Concept of Discrimination Values, language Human capital
Current: Based on Tastes Employer tastes? Customer tastes? Employee tastes?
Statistical Analytical problems for current and statistical approaches
Gary Becker
Pre-Market (Social)
Concept of Discrimination ď °Pre-Market (Social) Values, language Human capital
Booker T. Washington dines at White House with Theodore Roosevelt (1901)
1908 Presidential Election
William Howard Taft â&#x20AC;&#x201C; R vs. William Jennings Bryan - D
Extensiveness Required Assume labor supply of 800,000 whites and 200,000 blacks wage SW
ST
w* DT 0
.8 m 1 m .2 m = SB
labor
Extensiveness Required Assume labor supply of 800,000 whites and 200,000 blacks If employers of 100,000 workers are prejudiced against blacks, the labor market would simply create two sectors. Unprejudiced sector has 700,000 whites and 200,000 blacks. Prejudiced sector has 100,000 whites. Wage still = w*
Extensiveness Required Assume labor supply of 800,000 whites and 200,000 blacks If employers of 850,000 workers become prejudiced against blacks, the labor market would not clear at wage = w*. Unprejudiced sector would have surplus of 50,000 at w*. Prejudiced sector would have deficit of 50,000 at w*. Market would produce racebased wage differential: Ww > w* > Wb
Summary Assume labor supply of 800,000 whites and wage 200,000 blacks
Ww w* Wb
.8 m 1 m
size of prejudiced sector
The “International Trade” Model Applied Locally
Basic Regression Study Approach
Outcome = f(background variables, dummy) Dual equations... OutcomeWHITE = f(background variables) OutcomeBLACK = f(background variables)
Change over time could indicate policy impact
Wage
Wage White Black
Edu
White Black
Edu
Federal Legislation Equal
Pay Act (1963) Title 7, Civil Rights Act (1964, amended 1972)
Federal Legislation Equal
Pay Act (1963) Title 7, Civil Rights Act (1964, amended & extended 1972) Executive Order 11246 (1965) Rehabilitation Act (1973) Age Discrimination in Employment Act (1967) Americans with Disabilities Act (1990)
Federal Legislation Equal
Pay Act (1963) Title 7, Civil Rights Act (1964, amended & extended 1972) Executive Order 11246 (1965) Rehabilitation Act (1973) Age Discrimination in Employment Act (1967) Americans with Disabilities Act (1990) Similar laws enacted at state level
Comparable Worth Issue
a.k.a. Pay Equity $
$
crowdingfm.xls
Percent Female & Female/Male Earnings Ratio: 2008-I 120 100 80 60 % Female Female/Male Earnings
40 20
Female â&#x20AC;&#x153;crowdingâ&#x20AC;? in administrative support and certain services is not clearly associated with a lower than average female/male wage ratio
Construction & extraction
Installation, maintenance, repair
Transport & Material Moving
Farm, Fish, Forestry
Production
Sales & Related
Mgmt., Business, Financial
Service
Professional & Related
Office & Admin Support
0
Percent Female vs. Weekly Earnings: 2008-I 80
$1,200 % Female
70
$1,000
Weekly Earnings
60
$800
50 40
$600
30
$400
20 $200
10 Construction & extraction
Installation, maintenance, repair
Transport & Material Moving
Farm, Fish, Forestry
Production
Sales & Related
Mgmt., Business, Financial
Service
Professional & Related
$0 Office & Admin Support
0
High wages are not necessarily found in occupations where women are relatively uncommon (skilled blue collar) but skilled blue collar wages tend to be higher than office & administrative support wages crowdingfm.xls
Various Countries
Australia Canada U.S.
Related Compensation Issue
Pensions Insurance $?
$?
Related Compensation Issue
$?
$?
Labor Market Dualism Dualism
Stable Good wages Good benefits Good work habits required Career ladder
Bad jobs Unstable Low wages Few benefits Poor work habits tolerated Dead end
Peter Doeringer & Michael Piore
Good jobs
MGT. M259C: Analysis of Labor Markets --PP CM230 Labor Markets and Public Policy Daniel J.B. Mitchell Ho-su Wu Professor Anderson School and School of Public Affairs
MACRO micro