Data insights

Women make up less than one-fifth of last authorships in influential journals

A Nature Index analysis tracked first and last authorships to see which journals struggled to improve female representation over the past decade.

  • Bec Crew
Women make up less than one-fifth of last authorships in influential journals

Credit: tommy/Getty

In June, the Nature Index released the results of a new analysis that tracked author genders across first and last authorships in the natural and health sciences. The analysis showed how gender gaps in first and last authorship have barely shifted over the past decade, despite women’s participation in science generally increasing over that period.

In the natural sciences, for example, women represented 29% of first-author positions and 17% of last-author positions in 2025, up from 28% and 15%, respectively, in 2015. The analysis looked at author gender ratios in first and last authorships by broad subject area, research topic and by journal.

Looking more closely at the journal-level analysis, we can see how women’s representation in first and last authorship positions — which are often used as markers of scientific contribution and leadership — have changed over time in some of the most well-known titles.

The table below compares the female first authorship ratio over a ten-year period for the top ten journals by total number of first authorships in 2025.

For example, Nature Communications, which had 4,860 authorships for which gender could be inferred in 2025, increased its female first-authorship ratio from 27% in 2015 to 34% in 2025. This is still far from gender parity (defined as having women make up 40–60% of these authorships), but an increase of 7 percentage points is the highest among this group of journals. (The Nature Index and Nature Portfolio journals share the same publisher, Springer Nature, but are editorially independent.)

Science Advances also increased its female first-authorship percentage by 7 percentage points over the period.

Female first authorship ratio for 2015 and 2025

The ratio of female first authorships are shown for the top 10 journals by total first authorships in 2025.

Journal Total first authorships 2015 Female ratio 2015 Total first authorships 2025 Female ratio 2025 Change (percentage points)
Nature Communications 2,298 27% 4,860 34% 7
Journal of the American Chemical Society 1,562 23% 2,054 26% 3
Proceedings of the National Academy of Sciences 2,526 35% 1,772 37% 2
Angewandte Chemie International Edition 1,862 23% 1,659 25% 2
Journal of High Energy Physics 1,450 10% 1,571 11% 1
Advanced Functional Materials 425 25% 1,557 25% 0
Physical Review Letters 1,819 11% 1,470 13% 2
Science Advances 223 26% 1,412 33% 7
Chemical Communications 2,191 27% 1,146 30% 3
Inorganic Chemistry 1,003 31% 1,143 35% 4

It is important to note that the number of articles that are published by a journal and tracked by the index each year can fluctuate, and for some of these journals, that means a big jump or fall in total authorships between 2015 and 2025.

It’s not clear what effect, if any, these changes might have had on journals’ author gender ratios (Advanced Functional Materials had a 266% increase in total authorships for the period, but no change in female first-authorship ratio, for example), which makes direct comparison between journals difficult.

What the data do show is that among the ten journals in the Nature Index with the most authorships in 2025, eight did not improve their rate of female first authorships by more than four percentage points in the span of a decade. And six of them had women make up less than one-third of first authorships in 2025.

Looking at the female last-authorship ratio for the same set of journals, we see a similar pattern, only this time none of the journals increased the rate by more than four percentage points. And in seven of them, women made up less than one-fifth of last authorships in 2025:

Female last authorship ratio for 2015 and 2025

The ratio of female last authorships are shown for the top 10 journals by total first authorships in 2025.

Journal Total last authorships 2015 Female ratio 2015 Total last authorships 2025 Female ratio 2025 Change (percentage points)
Nature Communications 2,479 17% 5,943 20% 3
Journal of the American Chemical Society 1,851 12% 2,643 14% 2
Proceedings of the National Academy of Sciences 2,707 19% 2,308 22% 3
Angewandte Chemie International Edition 1,774 9% 2,106 12% 3
Journal of High Energy Physics 1,484 9% 1,526 13% 4
Advanced Functional Materials 477 13% 1,874 12% -1
Physical Review Letters 2,004 8% 1,675 10% 2
Science Advances 229 16% 1,738 20% 4
Chemical Communications 2,398 12% 1,282 13% 1
Inorganic Chemistry 1,071 15% 1,321 16% 1

Broadening the view

The top ten journals by output in the index are mainly focused on chemistry and physical sciences, so to give a broader overview of authorship trends over time, we selected a second set of journals from a pool of the top 40 journals by total number of first authorships in 2025. This second set was selected to include some of the best-known titles, such as Nature and Science, and titles that reflect more disciplines, such as Macromolecules and Proceedings of the Royal Society B.

This set includes some journals that achieved much higher female first-authorship ratios than the first set of journals. PLOS Genetics and Proceedings of the Royal Society B, for example, achieved 50% female first authorships in 2025 (though their total number of authorships were much lower than those in the first set of journals).

This reflects a broader trend in the analysis, which found that female authorship ratios — in both first and last positions — tended to be much higher in the biological sciences (which PLOS Genetics and Proceedings of the Royal Society B primarily publish articles in) than in chemistry or the physical sciences.

Female first authorship ratio for 2015 and 2025

The ratio of female first authorships are shown for selected top-40 journals by total first authorships in 2025.

Journal Total first authorships 2015 Female ratio 2015 Total first authorships 2025 Female ratio 2025 Change (percentage points)
Nature 633 26% 688 28% 2
Environmental Science and Technology 1,045 37% 671 38% 1
The Astrophysical Journal 464 22% 518 26% 4
Macromolecules 691 24% 508 29% 5
Science 591 24% 440 29% 5
PLOS Genetics 552 51% 217 50% -1
Proceedings of the Royal Society B 464 38% 211 50% 12

Looking at the last-authorship gender ratio for this journal set, the female percentage for 2025 is on average higher than for the first set of journals, although only four achieved a rate of more than one-fifth:

Female last authorship ratio for 2015 and 2025

The ratio of female last authorships are shown for selected top-40 journals by total first authorships in 2025.

Journal Total last authorships 2015 Female ratio 2015 Total last authorships 2025 Female ratio 2025 Change (percentage points)
Environmental Science and Technology 1,260 21% 1,039 24% 3
Nature 674 16% 820 17% 1
Macromolecules 790 11% 655 15% 4
The Astrophysical Journal 448 17% 558 24% 7
Science 632 17% 530 19% 2
PLOS Genetics 590 27% 255 36% 9
Proceedings of the Royal Society B 465 24% 253 28% 4

There are several limitations to these data. For example, gender has been inferred from author names by an artificial intelligence model, rather than being self‑reported. In addition, the data only account for binary (male and female) genders and are incomplete for some countries, such as China and Singapore. This could have some effect on a subject level. For example, journals that publish more articles by China-based researchers (who publish most commonly in chemistry in the index) would have less complete data than journals with a high percentage of US-based authors.

These data cannot be treated as definitive and should not be used in isolation to make judgements about an individual journal. However, the analysis can be a useful tool to track the change in female authorship over time — and one that could provide a benchmark to assess whether certain diversity, equity and inclusion initiatives run by institutions and publishers are working as intended.

View the whole journal-level dataset on the Nature Index website.

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