Abstract

We show that individuals in a job with a higher percentage of females earn lower starting wages with an employing organization. This holds true with controls for individuals’ human capital, job demands for skill or difficult working conditions, and detailed industry. We use a measure of sex composition that applies to detailed jobs: cells in a three-digit census occupation by three-digit census industry matrix. We use pooled panel data from the 1979–1987 waves of the National Longitudinal Survey of Youth. The unit of analysis is the spell—the time in which a person worked for one organization. The dependent variable is the first wage in the spell. We use models with fixed-effects to control for unmeasured, unchanging individual characteristics; we also show results from OLS and weighted models for comparison. The negative effect on wages of the percentage female in one’s job is robust across procedures for black women, white women, and white men. For black men the sign is always negative but the coefficient is often nonsignificant.

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References

Acker, J. (
1989
).
Doing Comparable Worth: Gender, Class and Pay Equity
.
Philadelphia
:
Temple University Press
.
Aldrich, M., & Buchele, R. (
1986
).
The Economics of Comparable Worth
.
Cambridge, MA
:
Ballinger
.
Baron, J., & Newman, A. (
1989
).
“Pay the Man: Effects of Demographic Composition on Prescribed Wage Rates in the California Civil Service
. In Michael, R., Hartmann, H., & O’Farrell, B. (Eds.),
Pay Equity: Empirical Inquiries
(pp.
107
30
).
Washington, DC
:
National Academy Press
.
Bergmann, B.R. (
1971
).
The Effect on White Incomes of Discrimination in Employment
.
Journal of Political Economy
,
79
,
294313
294313
. 10.1086/259744
Bergmann, B.R. (
1986
).
The Economic Emergence of Women
.
New York
:
Basic Books
.
The National Longitudinal Surveys Handbook: 1983–1984
. (
1983
).
Columbus, Ohio
:
Center For Human Resource Research
.
NLS Users’ Guide, 1993
. (
1993
).
Columbus, Ohio
:
Center For Human Resource Research
.
NLS Users’ Guide, 1994
. (
1994
).
Columbus, Ohio
:
Center For Human Resource Research
.
England, P. (
1984
).
Wage Appreciation and Depreciation: A Test of Neoclassical Economic Explanations of Occupational Sex Segregation
.
Social Forces
,
62
,
726
49
. 10.2307/2578708
England, P. (
1992
).
Comparable Worth: Theories and Evidence
.
New York
:
Aldine
.
England, P., Chassie, M., & McCormick, L. (
1982
).
Skill Demands and Earnings in Female and Male Occupations
.
Sociology and Social Research
,
66
,
147
68
.
England, P., K. Christopher, and L.L. Reid. Forthcoming. “How Do Intersections of Race-Ethnicity and Gender Affect Pay among Young Cohorts of African Americans, European Americans, and Latino/as?” In Race, Gender, and Economic Inequality: African American and Latina Women in the Labor Market, edited by I. Browne. New York: Russell Sage.
England, P., Farkas, G., Kilbourne, B.S., & Dou, T. (
1988
).
Explaining Occupational Sex Segregation and Wages: Findings from a Model with Fixed Effects
.
American Sociological Review
,
53
,
544
58
. 10.2307/2095848
England, P., Herbert, M.S., Kilbourne, B.S., Reid, L.L., & Megdal, L.M. (
1994
).
The Gendered Valuation of Occupations and Skills: Earnings in 1980 Census Occupations
.
Social Forces
,
73
,
65
101
. 10.2307/2579918
Filer, R.K. (
1983
).
Sexual Differences in Earnings: The Role of Individual Personalities and Tastes
.
Journal of Human Resources
,
18
,
82
99
. 10.2307/145658
Filer, R.K. (
1989
).
“Occupational Segregation, Compensating Differentials and Comparable Worth
. In Michael, R.T., Hartmann, H.I., & O’Farrell, B. (Eds.),
Pay Equity: Empirical Inquiries
(pp.
153
70
).
Washington, DC
:
National Academy Press
.
Freeman, R. (
1984
).
Longitudinal Analyses of the Effects of Trade Unions
.
Journal of Labor Economics
,
2
,
1
26
. 10.1086/298021
Griliches, Z. (
1986
).
“Economic Data Issues
. In Griliches, Z., & Intriligator, M.D. (Eds.),
Handbook of Econometrics
(pp.
1465
514
).
New York
:
North-Holland
.
Hashimoto, M. (
1981
).
Firm-Specific Human Capital as a Shared Investment
.
American Economic Review
,
71
,
475
82
.
Hsiao, C. (
1986
).
Analysis of Panel Data
.
Cambridge, UK
:
Cambridge University Press
.
Johnson, G., & Solon, G. (
1986
).
Estimates of the Direct Effects of Comparable Worth Policy
.
American Economic Review
,
76
,
1117
25
.
Jones, F.L., & Kelley, J. (
1984
).
Decomposing Differences between Groups: A Cautionary Note on Measuring Discrimination
.
Sociological Methods and Research
,
12
,
323
43
. 10.1177/0049124184012003004
Kilbourne, B.S., England, P., & Beron, K. (
1994
).
Effects of Individual, Occupational, and Industrial Characteristics on Earnings: Intersections of Race and Gender
.
Social Forces
,
72
,
1149
76
. 10.2307/2580296
Kilbourne, B.S., England, P., Farkas, G., Beron, K., & Weir, D. (
1994
).
Returns to Skills, Compensating Differentials, and Gender Bias: Effects of Occupational Characteristics on the Wages of Women and Men
.
American Journal of Sociology
,
100
,
689
719
. 10.1086/230578
Kuhn, P. (
1993
).
Demographic Groups and Personnel Policy
.
Labour Economics
,
1
,
49
70
. 10.1016/0927-5371(93)90005-3
Macpherson, D.A., & Hirsch, B.T. (
1995
).
Wages and Gender Composition: Why Do Women’s Jobs Pay Less?”
.
Journal of Labor Economics
,
13
,
426
71
. 10.1086/298381
Orazem, P.F., & Matilla, P. (
1989
).
“Comparable Worth and the Structure of Earnings: The Iowa Case
. In Michael, R., Hartmann, H., & O’Farrell, B. (Eds.),
Pay Equity: Empirical Inquiries
(pp.
179
99
).
Washington, DC
:
National Academy Press
.
Parcel, T. (
1989
).
“Comparable Worth, Occupational Labor Markets, and Occupational Earnings: Results from the 1980 Census
. In Michael, R., Hartmann, H., & O’Farrell, B. (Eds.),
Pay Equity: Empirical Inquiries
(pp.
134
52
).
Washington, DC
:
National Academy Press
.
Petersen, T. (
1993
).
Recent Advances in Longitudinal Methodology
.
Annual Review of Sociology
,
19
,
425
54
. 10.1146/annurev.so.19.080193.002233
Petersen, T., & Morgan, L.A. (
1995
).
Separate and Unequal: Occupation-Establishment Sex Segregation and the Gender Wage Gap
.
American Journal of Sociology
,
101
,
329
65
. 10.1086/230727
Polachek, S. (
1979
).
Occupational Self Selection: A Human Capital Approach to Sex Differences in Occupational Structure
.
Review of Economics and Statistics
,
58
,
60
69
.
Remick, H. (
1984
).
Comparable Worth and Wage Discrimination
.
Philadelphia
:
Temple University Press
.
Roos, P., & Price, J. (
1981
).
Fourth Edition Dictionary of Occupa-tional Titles Scores for 1970 Census Categories. [MRDF.]
.
Washington, DC
:
Committee on Occupational Classification and Analysis, National Academy of Sciences
.
Rosenbaum, J.E. (
1980
).
Hierarchical and Individual Effects on Earnings
.
Industrial Relations
,
19
,
1
14
.
Rosenfeld, R.A., & Nielsen, F. (
1984
).
Inequality and Careers: A Dynamic Model of Socioeconomic Achievement
.
Sociological Methods and Research
,
12
,
279
321
. 10.1177/0049124184012003003
Rothchild, N. (
1984
).
“Overview of Pay Initiatives, 1974-1984
Comparable Worth: Issues for the 80’s, edited by the U.S. Commission on Civil Rights
(pp.
119
28
).
Washington, DC
:
U.S. Government Printing Office
.
Sorensen, E. (
1989
).
“The Wage Effects of Occupational Sex Composition: A Review and New Findings
. In Hill, M.A., & Killingsworth, M. (Eds.),
Comparable Worth: Analyses and Evidence
(pp.
57
79
).
Ithaca, NY
:
ILR Press
.
Steinberg, R.J., Haignere, L., Possin, C., Chertos, C.H., & Trieman, D. (
1986
).
The New York State Pay Equity Study: A Research Report
.
Albany
:
Center for Women in Government, SUNY Press
.
Tomaskovic-Devey, D. (
1993
).
Gender and Racial Inequality at Work
.
Ithaca, NY
:
ILR Press
.
Dictionary of Occupational Titles
. (
1977
). 4th ed
Washington, DC
:
U.S. Government Printing Office
.
Zellner, H. (
1975
).
“The Determinants of Occupational Segregation
Sex, Discrimination, and the Division of Labor
(pp.
125
45
).
New York
:
Columbia University Press
.