In 2001, comparing men and women who never married, never had a child, worked full time, and were college educated, women earned 117% of what men earned. That is, after controlling for marital status, having children, hours worked and education, men earned 85% of what women earned.
The graph above is from Warren Farrell's website, he is the author of the book "WHY MEN EARN MORE: The Startling Truth Behind the Pay Gap and What Women Can Do About It."
See his NY Times commentary here from September 2005 (may require NY Times subscription).
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