โ†–๏ธŽ Vishal Singh
Data Stories ยท Parliament

The Floor Time Gap

Women won seats in the House of Commons faster than they won the floor. The reason turns out not to be that women speak less โ€” it is who gets to be the busiest voice in the room.

Author
Vishal Singh
NYU Stern School of Business
Published
July 2026
Data
Hansard โ€” every Commons speech
2,694,375 speeches ยท 1979โ€“2020
Who this data represents Every Commons speech, 1979โ€“2020, with each speaker's gender resolved from the UK Parliament API and, where that was silent, from the honorific in the record (the two agree 99.6% of the time; combined coverage 94%, and 99.9% before 2000). "Seat share" is women's share of the MPs active in a year; "speech share" is their share of speeches.

Political scientists draw a line between two kinds of representation. Descriptive representation is who holds the seats โ€” how many members look like the people they represent. Substantive representation is who actually shapes the business: who speaks, who is heard. The Commons offers a rare chance to measure the distance between the two directly, because Hansard records every word. Women's share of seats rose from 3% in 1979 to 34% by 2020. Did their share of the floor keep up?

Mostly, with a lag โ€” and a twist. For two decades women's share of speeches ran below their share of seats. But the gap was not there at the start, does not grow steadily, and closes at the end. And it turns out to have almost nothing to do with women speaking less.

+4.8 pts
seat-minus-speech gap at its 2010 peak
โ‰ˆ 0
difference in how much the typical woman vs. man MP speaks
11%
women's share of the busiest speakers in 2010 โ€” vs. 21% of seats
2019
the year the floor-time gap all but closed

A gap that opens, then closes

In 1979, with barely a dozen women in the House, they actually spoke more than their numbers โ€” a tiny, visible minority does not stay quiet. The gap only appears after 1992, and it widens sharply after the 1997 election, when Labour's intake more than doubled the number of women overnight. It peaks around 2010 โ€” women held 21% of seats but gave 17% of speeches โ€” and then narrows again, until by 2019 their 32% of seats and 31% of speeches are almost the same number.

Figure 1 ยท Women's share of seats vs. share of speeches
Percent, by year, 1979โ€“2020; the shaded band is the gap
Descriptive representation ran ahead of substantive representation for two decades. The gap opens with the large 1997 intake and peaks around 2010, then closes by 2019 โ€” the shape of a cohort arriving, then maturing, not of a permanent deficit.

It isn't that women speak less

The obvious explanation โ€” women are quieter on the floor โ€” is wrong. Comparing members within the same year, the typical woman MP speaks just as often as the typical man: the gender difference in individual speaking is statistically indistinguishable from zero, and controlling for seniority and frontbench role does not change it. If every MP counted once, there would be no floor-time gap at all.

The gap lives entirely in the tail. A small number of members โ€” ministers, shadow ministers, whips, the relentless backbench regulars โ€” deliver a hugely disproportionate share of all speeches, and it is among these busiest voices that women were missing. In 2010, women were 21% of the House but only 11% of its busiest speakers. The dispatch box and the front rank of the debate were still, mechanically, mostly male.

Figure 2 ยท Women among all MPs vs. among the busiest speakers
Women's share of active MPs and of the top-decile speakers, by year
The gap is compositional. Women's share of the busiest speakers (who dominate total floor time) trailed their share of seats โ€” most sharply right after the 1997 and 2010 intakes brought in large cohorts of junior members โ€” and climbed toward parity as those cohorts gained seniority.

Seats first, then the microphone

Put together, the pieces tell a sequential story. A woman elected in the 1997 or 2010 wave arrived as a new backbencher, speaking about as much as any new backbencher does. What she did not yet have was a portfolio, a shadow brief, or the accumulated standing that turns a member into one of the chamber's high-volume voices. Those come with time. So the floor-time gap was really a seniority gap wearing a gender disguise โ€” it opened each time a large cohort of women entered at the bottom, and it closed as that cohort climbed. By 2019, with women a third of the House and, increasingly, of its front benches, share of seats and share of speech had nearly converged.

The lesson is that descriptive representation buys substantive representation, but not instantly. Winning the seat and winning the floor are two different achievements, separated by the years it takes to move from the back benches to the dispatch box. The Commons spent forty years closing the first gap. It is most of the way through closing the second.

Data & method

Source: Hansard speeches (Odell, DOI 10.5281/zenodo.4843485), every Commons speech 1979-05 to 2020-07. Gender was joined on mnis_id from the UK Parliament Members API and, for members it did not resolve, from the modal honorific in the speaker record (Mr / Mrs / Ms / Miss / Sir / Dame โ€ฆ); the two sources agree on 99.6% of members where both exist. Seat share is women's share of the MPs active (speaking at least once) in a year; the per-MP test regresses log speech count on gender with year fixed effects and standard errors clustered by member, with and without tenure and frontbench controls. "Busiest speakers" are the top decile by speech count each year.

Caveats

Active-MP seat share is a proxy for true seat share (it omits members who never spoke in a year); the two track closely and hit the known anchors (โ‰ˆ15% women in 1997, โ‰ˆ32% in 2019). Gender coverage is 99.9% before 2000 but falls to ~84% in 2011โ€“2020, as modern Hansard favours office titles over honorifics โ€” the recent end of the series is therefore noisier. Frontbench status is measured from sparse post fields and is used only as a control. Commons only; not the Lords or the devolved bodies.

Reuse & citation

Hansard is Parliamentary material under the Open Parliament Licence; member data via the UK Parliament Members API. Dataset: Odell (CC BY 4.0). Article text and figures: CC BY 4.0.

Singh, V. (2026). "The Floor Time Gap." vishalsingh.org Data Stories. Data: Hansard Commons speeches (Odell 2021, zenodo 4843485); gender via UK Parliament Members API + honorifics.