Allison Shrivastava argues in Indeed Hiring Lab that closing the gender pay gap requires more than one fix

Allison Shrivastava argues in Indeed Hiring Lab that closing the gender pay gap requires more than one fix

Published March 20, 2025, Allison Shrivastava argues in Indeed Hiring Lab that the gender pay gap has stalled and reflects intersecting differences in work, pay, and caregiving. The analysis compares median earnings among full-time workers aged 25–54, and says women’s earnings relative to men’s have remained unchanged since 2019. Shrivastava describes differences across race, education, and occupations, and notes that the gap is not wholly explained by men working more hours. She connects unequal caregiving responsibilities with earnings: mothers tend to work fewer hours and are more likely to step away from careers, while lower pay for women can make taking on childcare more financially feasible. Shrivastava presents pay transparency, flexible work, and paid parental leave as ways employers may help. She argues these steps cannot address the issue on their own: narrowing the gap requires tackling its individual factors and how they intersect. The piece concludes that incremental changes giving women more access to opportunity and economic and workplace power can help move toward closing the gap. How much these proposed measures would narrow the gap is not established by the evidence presented.

Publication: 62dd3b71-a666-7c92-f952-26245bb80cc0

attribution — pass: The reading attributes the analysis to Allison Shrivastava at Indeed Hiring Lab, which matches the byline and publisher. The page is a single article with its own argument, not a listing. The related-story carousel at the end is not used.

By Allison Shrivastava

summary — uncertain: The summary is otherwise faithful: it covers the stall since 2019, intersecting factors, caregiving, the three measures, and the conclusion that policy alone is insufficient. However, it never says the data are for the US. The pay figures come from the Bureau of Labor Statistics, and the postings data are US Indeed postings. A general reader could take the stalled gap as global. Smallest repair: in the first sentence, say the analysis covers US full-time workers aged 25–54, using Bureau of Labor Statistics data. Optionally, keep the source's stronger wording that these measures are 'essential'.

Women between the ages of 25-54 earned $217/week less than their male counterparts in 2024, according to the Bureau of Labor Statistics

date — pass: The reading's March 20, 2025 matches originalPublished and the article's dateline, at day precision. The page was edited after publication (dateModified 2025-08-01). The cited passages are core article text and plainly part of the original. The later carousel titles are not used. Nothing is framed with hindsight, and the kind is publisher-page, so no archive disclosure is needed.

March 20, 2025

support — pass: Each claim is source-stated and its excerpt is exact. The caregiving-feedback claim, the point that hours do not fully explain the gap, and the incremental-change conclusion match the text. The source says both that the gap is 'highest since 2019' and that the ratio has 'remained' at 83 cents since 2019; the reading's 'unchanged since 2019' follows the latter and is supported. The question and limitations correctly note that the source gives no effect sizes for the measures.

rising to 80 cents by 2003 and slowly improving to 83 cents by 2019, where it has remained since

media — pass: No media is selected, and no verified source media candidates were supplied. A null selection is appropriate.