Amigos en Acción
We Had It in 1984
A campaign of Amigos en Acción

Women earned 37.1% of American computer science degrees in 1984.

The target was hit once. Then it was lost.

A woman working at dual monitors with code on the screen — licensed illustration, not a person in the statistic. We Had It in 1984.
A woman working at dual monitors with code on the screen. Licensed illustration — not a person in the statistic. Photo: Pexels
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37.1%women's share of US computer science bachelor's degrees in 1983–84

It happened. In the 1983–84 academic year American institutions awarded 32,439 bachelor's degrees in computer and information sciences and 12,023 of them went to women.

Then it fell for twenty-four consecutive years, to 17.6% in 2007–08. It has recovered to 22.6% — still more than fourteen points below where it stood in the year the Macintosh was released.

Whatever explains 22.6% today, it cannot be anything that was also true in 1984. The routes below are the ones that move it back.

A woman typing at a desktop workstation — licensed illustration, not a person in the statistic. We Had It in 1984.
A woman typing at a desktop workstation. Licensed illustration — not a person in the statistic. Photo: #WOCinTech Chat (CC BY)

The five findings

Thirty-Seven Point One

Women earned 37.1% of American computer science degrees in 1983–84. The ceiling is not where it currently sits.

Twenty-Two Point Six

Women earn 58.5% of all US bachelor's degrees and 22.6% of the computer science ones.

Twenty-Seven Point Five

Women hold 27.5% of American computer and mathematical jobs — more than hold the degree usually said to be required.

Fifty by Thirty-Five

Half of the women who take a technology job have left it by 35. Retention, not recruitment, is the constraint.

Eighty-Five Point Five

Women in computing earn 85.5 cents on the dollar, unadjusted. What that is and what it is not.

A woman teaching at the front of a classroom — licensed illustration, not a person in the statistic. We Had It in 1984.
A woman teaching at the front of a classroom. Licensed illustration — not a person in the statistic. Photo: Unsplash

Each of the five is a full package: the finding, eight routes, all 51 states, and every one of the 3,152 counties in the United States. A search from anywhere in the country has an answer written for that place.

The eight routes, and what each asks of you

RouteWho is obliged
The high school course33% of enrolment, where the decision is mostly already made
Dual enrollmentPublicly funded in most states, and it settles the question early
Community collegeOpen enrollment, and the most common re-entry point
Registered apprenticeshipA wage from the first day, and no gap in earnings
Returning after time outStructured return-to-work programmes, explicitly for a multi-year gap
An industry certificateDates your skills rather than your gap
Moving across where you already workRequires someone with authority to know you want it
Self-taught with a portfolioNothing is required of anyone

A pipeline with a hole in the middle does not fill faster by pouring harder. If half the intake leaves by 35, halving the exit rate does more than doubling the intake.

Every campaign

Amigos en Acción runs eight. Each takes one group and one barrier; the last one is the sum of them.

Brown to the BackWhy SHE MattersNo Class OfferedThe NarrowingWe Had It in 1984Already ClearedThe Job Came HomeFirst in the WorldZero ToNo Degree RequiredSecond Chance

Start with Thirty-Seven Point OneSite index

Sources. Degree shares computed from the counts in NCES Digest of Education Statistics Table 325.35 and Table 318.10. Occupation shares and earnings: US Bureau of Labor Statistics, Current Population Survey Tables 11 and 39, 2025 — unadjusted occupational-group medians, not controlled comparisons. High school enrolment: Code.org Advocacy Coalition. AP exam composition: College Board. Attrition: Accenture and Girls Who Code, 2020. County counts on this page are computed from the committed county file at build time rather than asserted, so the number in the sentence and the number of pages that exist cannot disagree.

Photographs on this campaign are licensed stock used as illustration — not portraits of the people inside the federal counts. Full credits: CREDITS.md.