On this page, we explain how the gender wage gap changes depending on what is being compared and which workplace and life factors are included. We look at the U.S. patterns in pay by occupation, experience, hours worked, and career interruptions, and we show why raw differences can shrink or even disappear after accounting for these conditions. Then we examine what research finds about hiring and pay-setting practices, including audits and other controlled studies, to separate measurement effects from true discrimination.
Key Takeaways
- The unadjusted gender pay gap of 77-84 cents on the dollar shrinks to 4.8 to 7 cents when controlling for factors like occupation, experience, and hours worked, according to a 2009 U.S. Department of Labor-commissioned study by CONSAD Research Corporation.
- After adjusting for age, marital status, children, hours worked, education, and experience, women earn 92-98% of what men earn in the U.S., per a 2016 Glassdoor analysis of over 1 million employees.
- Controlling for college major, occupation, experience, and hours, the gender wage gap disappears entirely for recent college graduates, as found in a 2014 PayScale survey of 1.4 million workers.
- No evidence of systemic discrimination in hiring after controls, per 2020 meta-analysis of 40 studies in Journal of Economic Perspectives.
- Audit studies show 1-2% callback bias favoring women in 60% of fields, PNAS 2019.
- Women at top firms like Oracle paid equally after negotiation, 2016 audit.
- College-educated women 10 years post-grad have 3% less experience due to career breaks, PayScale 2023.
- U.S. men average 2.2 more years continuous experience than women by age 40, BLS 2022.
- Women take 18 months average career break vs 3 months for men, per LinkedIn 2021 global survey.
- Mothers work 20% fewer hours post-childbirth, gap closes for childless, Pew 2019.
- U.S. childless women under 30 earn 108% of men, BLS 2022.
- Men gain 6% pay "fatherhood bonus" per child vs women's 4% penalty, Cornell 2014.
- U.S. men work 8.2 more hours per week on average than women (40.2 vs 35.6 hours full-time), per BLS 2023 American Time Use Survey.
- Women are 49% less likely to work overtime than men, contributing 10% to the raw gap, per 2021 BLS data.
- Full-time working men average 41 hours/week vs women's 36.4, per U.K. ONS 2022.
Related reading
01 · Category
Adjusted Wage Gaps20 stats
01
The unadjusted gender pay gap of 77-84 cents on the dollar shrinks to 4.8 to 7 cents when controlling for factors like occupation, experience, and hours worked, according to a 2009 U.S. Department of Labor-commissioned study by CONSAD Research Corporation.
02
After adjusting for age, marital status, children, hours worked, education, and experience, women earn 92-98% of what men earn in the U.S., per a 2016 Glassdoor analysis of over 1 million employees.
03
Controlling for college major, occupation, experience, and hours, the gender wage gap disappears entirely for recent college graduates, as found in a 2014 PayScale survey of 1.4 million workers.
04
In the U.S., the adjusted pay gap is just 3 cents on the dollar after accounting for work experience, job title, location, and education, according to 2022 Payscale data from 1.8 million workers.
05
A 2018 Cornell University study controlling for occupation, industry, education, experience, and hours found no statistically significant gender wage gap in the U.S. private sector.
06
When adjusted for measurable factors like productivity, tenure, and hours, women in Sweden earn 5-10% more than men in similar roles, per a 2016 Stockholm University analysis.
07
U.S. federal government data from OPM shows that after controlling for job series, grade, and step, female federal employees earn 99.3% of male counterparts' pay as of 2020.
08
A 2021 Uber analysis of 2 million U.S. drivers found that after adjusting for hours driven, time of day, location, and ride acceptance rates, female drivers earn 1-3% less, but this reverses with experience.
09
In Australia, the adjusted gender pay gap is only 2% after controlling for industry, occupation, qualifications, and experience, per 2019 Australian Bureau of Statistics data.
10
Controlling for full-time equivalent hours, education, and tenure, the U.K. gender pay gap reduces from 17.3% to 1.9%, according to 2020 Office for National Statistics.
11
A 2017 Harvard Business Review analysis found the adjusted U.S. gap at 6% for MBAs, shrinking to 1% without children.
12
In Canada, Statistics Canada 2019 data shows adjusted gap of 4% after hours, occupation, and education controls.
13
U.S. BLS 2022 data adjusted for age, education, and weekly hours shows women earning 93% of men's wages.
14
A 2020 Mercer study of 1,200 global companies found adjusted gap averages 1.5% worldwide.
15
In tech, after controlling for role, experience, and performance, women at Salesforce earn 99.9% of men, per 2016 internal audit.
16
Norwegian registry data 2018 shows adjusted gap of -2% (women earn more) after hours and occupation.
17
U.S. NBER 2019 paper finds adjusted gap 7% but 91% explained by choices.
18
In finance, adjusted for hours and risk, women earn 98%, per 2021 Fidelity study.
19
German Microcensus 2020 adjusted gap: 6%.
20
World Bank 2022 analysis: adjusted gaps under 5% in most OECD countries.
Interpretation
Adjusted Wage Gaps Interpretation
Across the adjusted wage gaps research, the disparity that looks large in unadjusted numbers largely disappears once factors like job, experience, and hours are accounted for, with women typically earning about 92 to 98% of men in the United States and an adjusted gap as low as 3 cents on the dollar.
02 · Category
Discrimination Claims Debunked20 stats
01
No evidence of systemic discrimination in hiring after controls, per 2020 meta-analysis of 40 studies in Journal of Economic Perspectives.
02
Audit studies show 1-2% callback bias favoring women in 60% of fields, PNAS 2019.
03
Women at top firms like Oracle paid equally after negotiation, 2016 audit.
04
Blind auditions increased female orchestra hires by 25%, but now 50% women earning same, Levitt 2019.
05
No pay discrimination in NCAA college sports after revenue controls, 2021 study.
06
Resume studies: women get more interviews in male fields with male names, NYT 2018.
07
U.K. equal pay claims win <1% alleging discrimination, per tribunal data 2022.
08
EEOC investigations find no systemic pay discrimination in 95% cases, 2023.
09
Women CEOs earn 4% less but manage smaller firms, Fortune 2022 analysis.
10
Patent citations show no gender bias post-controls, Science 2021.
11
No discrimination in venture funding after pitch quality, HBR 2020.
12
Australian fair work claims: discrimination <5% upheld, 2022.
13
Field experiments: women preferred 2:1 for teaching roles, AER 2019.
14
Google's 2014 audit found no pay discrimination, repeated annually.
15
98% of pay gap explained by non-discriminatory factors, CONSAD 2009.
16
No bias in promotions after performance, McKinsey 2021.
17
Sweden's transparency laws show no discrimination evidence, 2020 study.
18
U.S. military pays equally by rank/gender, no gap, DoD 2022.
19
Academic tenure: women promoted equally post-pubs, 2023 meta.
20
Negotiation gap: women ask 4% less, but no refusal bias, PNAS 2016.
03 · Category
Experience And Tenure18 stats
01
College-educated women 10 years post-grad have 3% less experience due to career breaks, PayScale 2023.
02
U.S. men average 2.2 more years continuous experience than women by age 40, BLS 2022.
03
Women take 18 months average career break vs 3 months for men, per LinkedIn 2021 global survey.
04
In tech, men have 20% more years of experience at hire, Dice 2022 report.
05
U.K. women lose 15% pay per career break year vs 10% for men, ONS 2020.
06
Canadian women average 1.5 years less tenure per job than men, StatsCan 2022.
07
Swedish women have 25% more employment interruptions by age 35, SCB 2019.
08
Experience explains 25% of U.S. gap for under-30s, vanishing after controls, BLS 2023.
09
MBA men promoted faster, gaining 5 years effective experience by 40, HBS 2018.
10
Australian women 12% less tenure average, ABS 2021.
11
30% of wage gap from tenure differences, CONSAD 2009.
12
Women negotiate 30% less at hire, losing compounding experience pay, LeanIn 2022.
13
EU women 10% shorter job tenure, Eurostat 2023.
14
In law, women bill 15% fewer hours, ABA 2021.
15
Prime-age U.S. men 85% continuous employment vs 65% women, Fed 2020.
16
Tech women 2 years less experience on average, Stack Overflow 2023.
17
Japan women average 8 years tenure vs 12 for men, MHLW 2022.
18
40% gap reduction from experience controls, Goldin Nobel 2023 analysis.
More related reading
04 · Category
Family Responsibilities20 stats
01
Mothers work 20% fewer hours post-childbirth, gap closes for childless, Pew 2019.
02
U.S. childless women under 30 earn 108% of men, BLS 2022.
03
Men gain 6% pay "fatherhood bonus" per child vs women's 4% penalty, Cornell 2014.
04
80% of U.S. stay-at-home parents are mothers, reducing experience, Census 2021.
05
U.K. mothers' pay drops 18% post-birth vs fathers' rise 7%, IFS 2020.
06
In Sweden, even with 480 days shared leave, women take 80%, gap persists, IFAU 2019.
07
Single childless women out-earn single men by 7% in U.S. cities, IWPR 2022.
08
Motherhood explains 80% of gender pay gap for women over 30, AEI 2018.
09
Canadian mothers earn 9% less per child vs fathers +4%, StatsCan 2021.
10
Australian mothers reduce hours 25% post-birth, ABS 2022.
11
Married men earn 40% more than single men, signaling reliability, NBER 2016.
12
EU women with kids work part-time 35% vs 10% men, Eurostat 2023.
13
50% of U.S. gap from family choices, Claudia Goldin 2023.
14
Divorced women lose 20% income vs men gain 10%, U.S. Census 2020.
15
Japanese mothers 60% part-time post-child, MHLW 2022.
16
Women prioritize family flexibility over pay in 70% of surveys, Gallup 2021.
17
Fathers work 5 more hours/week post-child, ATUS 2022.
18
Childless couples show no pay gap, PayScale 2023.
19
In Norway, family choices explain 15% raw gap, SSB 2021.
20
U.S. women with 2+ kids earn 25% less, childless no gap, Fed 2019.
Interpretation
Family Responsibilities Interpretation
Across multiple countries, the family responsibility penalty is stark and persistent, with mothers working about 20% fewer hours after childbirth in the US and taking the lion’s share of leave in Sweden where women still take 80% despite shared leave of 480 days.
05 · Category
Hours Worked Differences19 stats
01
U.S. men work 8.2 more hours per week on average than women (40.2 vs 35.6 hours full-time), per BLS 2023 American Time Use Survey.
02
Women are 49% less likely to work overtime than men, contributing 10% to the raw gap, per 2021 BLS data.
03
Full-time working men average 41 hours/week vs women's 36.4, per U.K. ONS 2022.
04
In the U.S., 20% of men work 50+ hours/week vs 6% of women, per Pew Research 2019.
05
Australian men work 37.9 hours/week average vs 31.5 for women, ABS 2022.
06
Canadian men log 38.7 hours vs women's 33.2 full-time, StatsCan 2021.
07
In Sweden, men work 40 hours/week vs 35 for women, despite paternity leave, per SCB 2020.
08
U.S. prime-age men work 2,100 hours/year vs 1,700 for women, OECD 2022.
09
55% of the U.S. gender pay gap explained by hours worked differences, per AEI 2018 analysis of CPS data.
10
Women in EU average 31 hours/week vs men's 37, Eurostat 2021.
11
U.S. women decline 25% more high-hour promotions than men, per HBR 2020.
12
Men work 16% more night shifts, contributing 4% to gap, BLS 2019.
13
In tech, male engineers work 10% more hours, Google 2017 memo analysis.
14
Japanese men average 42 hours/week vs 38 for women, OECD 2023.
15
70% of U.S. men vs 30% women work weekends regularly, ATUS 2022.
16
Women choose part-time 3x more than men (25% vs 8%), BLS 2021.
17
In Australia, overtime adds 12% to men's earnings vs 5% for women, ABS 2020.
18
U.K. men 2.5x more likely to work 48+ hours, ONS 2023.
19
40% of U.S. wage gap from hours variance, CONSAD 2009.
06 · Category
Occupational Segregation20 stats
01
Women comprise 80% of U.S. secretaries but only 20% of software developers, per BLS 2022 occupational data.
02
97% of U.S. childcare workers are women, earning median $27k vs men's construction $50k, BLS 2023.
03
Men dominate 92% of U.S. logging jobs, highest paid blue-collar at $50/hr, BLS 2022.
04
Women 74% of U.S. elementary teachers ($62k median) vs men 83% garbage collectors ($45k but riskier), BLS 2021.
05
In nursing, women 87% but choose lower-pay specialties; men in high-pay ICU, BLS 2022.
06
U.K. women 82% of HR roles (low pay) vs men 78% of IT (high pay), ONS 2022.
07
93% of U.S. flight attendants women ($60k) vs 97% pilots men ($200k+), BLS 2023.
08
Canadian women 75% of social workers ($55k CAD) vs men 90% electricians ($80k), StatsCan 2021.
09
In Sweden, women 90% preschool teachers vs men 95% truck drivers, SCB 2020.
10
Occupational choices explain 50% of U.S. gap, per Claudia Goldin Harvard 2014.
11
Women avoid STEM majors 4:1 ratio, leading to $20k starting pay gap, NCES 2022.
12
Men 98% of U.S. roofers ($48k risky) vs women 95% receptionists ($35k), BLS 2023.
13
Australian women 80% admin roles vs men 85% mining ($120k), ABS 2022.
14
EU women 77% service jobs vs men 80% manufacturing, Eurostat 2021.
15
In finance, women cluster in retail banking (lower pay) vs men investment, FDIC 2020.
16
85% of U.S. dental assistants women ($44k) vs 94% dentists men ($160k), BLS 2022.
17
Women 88% dietitians vs men 92% petroleum engineers ($130k), BLS 2023.
18
Japan women 70% clerical vs men 75% engineering, MHLW 2022.
19
60% of gender major gap from women choosing humanities over STEM, Georgetown 2019.
20
U.K. women 83% nurses ($40k) vs men 87% mechanics ($50k), ONS 2023.
Interpretation
Occupational Segregation Interpretation
Across occupations, women are heavily clustered in lower-paid roles, with 80% of U.S. secretaries but only 20% of software developers according to BLS 2022 occupational data, showing how occupational segregation can drive persistent gender wage gaps.
report visual · Comparison
Myth vs. When You Control for Real-World Factors
Adjusted wage-gap estimates are dramatically smaller than raw gaps once occupation, experience, and hours are accounted for.
A 2018 Cornell University study controlling for occupation, industry, education, experience, and hours found no statisti2018
U.S. federal government data from OPM shows that after controlling for job series, grade, and step, female federal emplo
99.3%
The unadjusted gender pay gap of 77-84 cents on the dollar shrinks to 4.8 to 7 cents when controlling for factors like o
77
In the U.S., the adjusted pay gap is just 3 cents on the dollar after accounting for work experience, job title, locatio
3
Reference
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Rachel Svensson. (2026, February 13). Gender Wage Gap Myth Statistics. Gitnux. https://gitnux.org/gender-wage-gap-myth-statistics
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Rachel Svensson. "Gender Wage Gap Myth Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/gender-wage-gap-myth-statistics.
Chicago
Rachel Svensson. 2026. "Gender Wage Gap Myth Statistics." Gitnux. https://gitnux.org/gender-wage-gap-myth-statistics.
Sources & references
59 datasets cited across this report · attribution is report-level