calimac: (puzzle)
[personal profile] calimac
Discussion of Women Destroy Science Fiction, already brought up here, has raised the question of the exactly what is the prominence of women in contemporary SF. Is the Monstrous Regiment taking over, as the sexist squad charges, or are women's places at this table still insecure and unstable?

It could be both, actually, and all feelings on this topic are subjective. What we need is an objective way to measure subjective perceptions, and I've got one: award nomination finalists. What gets nominated for the Hugo - I'm using nominations rather than winners because it gives a much larger but still prestigious dataset - not only gives a consensus of a large number of dedicated readers (as opposed to that of a single Best SF of the Year anthologist) of who's doing the important and high-quality work in the field right then, but it communicates a picture of that field to a larger group of readers.

What I've done is gone all the way back to the institution of Hugo nominations in 1959, counted up the number of stories on the final ballot in the various fiction categories taken together, determined which ones were written by women, and let the computer calculate the percentage.

The raw figures, plus the names of the authors, are below (source), but here's a summary of the trends.
1) Occasional stories by women have been around since the beginning, but they were few and intermittent.
2) Numbers rose in the 1970s, usually 15-20%. Many were by Tiptree (still thought to be a man for most of that time) and Le Guin.
3) A 10-25% range continued to prevail for most of the 1980s, despite many new authors on the ballot: C.J. Cherryh, Octavia Butler, Connie Willis.
4) It rose during the 1990s, above 25% every year from 1990 to 1997, reaching a peak in 1992-93, in both of which years half the stories were by women. Again, more new authors as well as older ones. Willis and Bujold in particular strode the Earth, but they were far from alone.
5) A collapse followed in 1998 to 2009. Numbers were back down to the 15-25% of the 70s and 80s, and in two years only one story each (5%) was by a woman.
6) Revival came in 2010. Each of the five years from then has had 39% or higher, and three of the five years exceeded half. Huge number of authors new to the ballot, including numerous repeat appearances by Seanan McGuire, Mary Robinette Kowal, Rachel Swirsky, Catherynne M. Valente, and Kij Johnson.

ETA: From some of the comments on this io9 post, it may be necessary to reiterate that these are nominees that made the final ballot, not necessarily the winners of the Hugo Award.

year   total by-women* %noms.	wins	authors**
1959    23	2.5	11%		Ashwell, Henderson, MacLean
1960    10	0	 0%		
1961     9	1	11%		Ashwell
1962	10	0	 0%		
1963	10	1	10%		Bradley
1964	 9	1	11%		Norton
1965	 7	0	 0%		
1966	10	0	 0%		
1967	23	0	 0%		
1968	17	2	12%	1	McCaffrey, Norton
1969	18	2	11%		McCaffrey, B. Curtis
1970	15	3	20%	1	Le Guin (2), McCaffrey
1971	15	0	 0%		
1972	16	3	19%		Le Guin (2), McCaffrey
1973	21	4	19%	1	Le Guin, Tiptree (2), Russ
1974	19	5	26%	2	Tiptree (2), McIntyre (2), Le Guin
1975	22	3	14%	1	Le Guin (2), Wilhelm
1976	21	1.5	 7%		Tuttle, Le Guin
1977	17	3	18%	2	Wilhelm, Tiptree, Le Guin
1978	20	5.5	28%	2	Bradley, J. Robinson, McIntyre, J. Vinge, Tiptree (2)
1979	19	6	32%	2	McIntyre, McCaffrey, Cherryh (2), J. Vinge (2)
1980	21	3	14%		McKillip, McIntyre, Willis
1981	21	2.5	12%	1	J. Vinge, Tuttle, Petrey
1982	20	4	20%	1	Cherryh, May, Eisenstein, Wilhelm
1983	22	6	27%	2	Cherryh, Russ, Willis, Eisenstein, Le Guin, Tiptree
1984	20	4	20%	1	MacAvoy, McCaffrey, Willis, Butler
1985	23	3.5	15%	1	Butler, Willis, M. Martin, Killough
1986	20	3	15%		Cherryh (2), Tiptree
1987	20	2	10%		Willis, Springer
1988	21	6	29%	1	Le Guin, Murphy, Wilhelm, Cadigan, Fowler, Goldstein
1989	21	4	19%	2	Cherryh, Bujold, Willis, E. Gunn
1990	22	9	41%	2	Tepper, Bujold, Lindholm, Willis (2), Moffett, Kress, Charnas, E. Gunn
1991	20	5	25%	1	Bujold, Murphy, Cadigan, Soukup, Willis
1992	23     12	52%	2	Bujold, Bull, McCaffrey, J. Vinge, Kress (2), Rusch, Willis (3), Cadigan, Soukup
1993	20     10	50%	3	Willis (2), McHugh (2), Kagan, Sargent, Cadigan, Shwartz, Kress, Soukup
1994	21	6	29%	1	Kress (2), Murphy, Willis, Soukup, B. McKenna
1995	22	6	27%	1	Bujold, Kress, Le Guin (3), Wilhelm
1996	21	6.5	31%	1	Willis, Le Guin (2), Shwartz, Kress, McHugh, Friesner
1997	21	7	33%	1	Bujold, Moon, Rosenblum, McHugh, Le Guin, Charnas, Willis
1998	21	1	 5%		Fowler
1999	23	6	26%	1	Willis, M. Russell, Asaro, Rusch, Kress, Klages
2000	21	5	24%	1	Bujold, Rowling, Willis, Baker, Arnason
2001	21	5	24%	2	Rowling, Hopkinson, Asaro, Rusch (2)
2002	21	4	19%		Bujold, Willis, Clough, Le Guin
2003	21	3	14%		Le Guin, McHugh, Gloss
2004	21	4	19%	1	Bujold, Baker, Willis, Asaro
2005	20	3	15%	2	S. Clarke, Bujold, Link
2006	20	3	15%	1	Willis, Link, Lanagan
2007	20	1	 5%		Novik
2008	21	4	19%	2	Willis, Rusch, Kress, E. Bear
2009	20	4	20%	2	Kress, E. Bear, K. Johnson, Kowal
2010	23	9	39%		Cherie Priest, Valente, Baker, Kress, Swirsky, Griffith, Foster, Jemisin, K. Johnson
2011	19     10	53%	2	Willis, McGuire, Bujold, Jemisin, Swirsky, Hand, Bodard, Kowal, Vaughn, K. Johnson
2012	21     11	52%	3	Walton, McGuire (2), K. Johnson, Kowal, Valente, C. Gilman, Anders, Swirsky, Yu, Fulda
2013	18     11	61%	1	Bujold, McGuire (4), Kress, Bodard (2), Cadigan, Valente, K. Johnson
2014	19	7.5	39%	2	Leckie, McGuire, Valente, Klages, Kowal, Bodard, Samatar, Swirsky

*A half-story is one co-authored by a woman and a man.
**Where an author uses multiple bylines on different stories, I've combined them under one name.
NOTE: I don't guarantee complete accuracy of the counts.  I haven't triple-checked my work.

I didn't do the Nebulas as well, because 1) I don't have that much time; 2) the Nebula ballot for fiction is usually longer than the Hugo, and thus more time-consuming to work with; 3) it has more authors I haven't heard of than the Hugos do, requiring time-consuming lookups. (It saves a tremendous amount of time when you already know without having to check that, say, Pat Cadigan is a woman but Terry Bisson is a man.) But the impression I get from glancing over the lists is that the percentage of stories by women getting Nebula nominations generally exceeds that of the Hugos, and that the number of winners certainly does.

ETA: [livejournal.com profile] k6rfm made this chart to visualize the data. The blue line is the data, the red line is a 5-year symmetric moving average. (There's another chart by [livejournal.com profile] thnidu in the comments.)

Date: 2015-02-03 12:33 am (UTC)
From: [identity profile] princejvstin.livejournal.com
Thanks for doing this.

Those who decry the Hugos as going to women and "social justice warriors" have complained that this has been the trend of recent years. I suspect Sad Puppies II had something to do with the dip in the trend last year.

a picture is worth...

Date: 2015-02-03 12:38 am (UTC)
ext_12246: (melonhead)
From: [identity profile] thnidu.livejournal.com


[livejournal.com profile] kalimac, feel free to use this chart – if you like – any way you wish.
Edited Date: 2015-02-03 12:40 am (UTC)

Date: 2015-02-03 01:21 am (UTC)
From: [identity profile] kalimac.livejournal.com
Let's see what happens this year! The final nominations should be released some time in mid/late March.

Date: 2015-02-03 02:09 am (UTC)
ext_12246: (Default)
From: [identity profile] thnidu.livejournal.com
[livejournal.com profile] k6rfm's chart shows... what? The percentage of nominations that were for stories written by women, I guess.

Date: 2015-02-03 02:38 am (UTC)
From: (Anonymous)
This would be more helpful if we knew the percentage of stories published by women during those years.

Date: 2015-02-03 03:16 am (UTC)
From: [identity profile] kalimac.livejournal.com
Yes. That's the important data. The raw figures mean nothing unless you can compare the two sets, totals and ones by women ... and that's what a percentage is.

Date: 2015-02-03 03:21 am (UTC)
From: [identity profile] kalimac.livejournal.com
I don't think that would add much. The total universe of stories published each year is large enough that it would be easy enough to make a list of 20 good stories all by women, or 20 good stories all by men, if you were so minded.

It all depends on what the overall and comparative quality of those stories is, in the perception of the people doing the choosing. That's what a statistic on the Hugo nominees tells us, that nothing not sorted by someone's perception of quality within the field does.

Let us hypothesize that the trend of vampire romances becomes so popular that it doubles the number of sf/f novels written by women each year. That would have a huge effect on the percentage of novels published. But it would be unlikely to have any effect on the Hugos. But that wouldn't mean that the Hugo voters liked women writers any less.

Date: 2015-02-03 04:26 am (UTC)
ext_12246: (Default)
From: [identity profile] thnidu.livejournal.com
Right, thanks for the confirmation.

Date: 2015-02-05 02:51 pm (UTC)
From: (Anonymous)
Thanks for doing this. It's very interesting, but not a surprise.

Date: 2015-04-05 07:54 am (UTC)
From: [identity profile] camies.livejournal.com
It'd be interesting to know why the percentage of female authors falls off after the mid 1990s.

Date: 2016-05-24 05:30 am (UTC)
From: [identity profile] elysdir.livejournal.com
I just compared this with my similar table and chart (http://www.kith.org/journals/jed/pages/hugo_stats_author_gender.html), and discovered that I had several errors; thanks! There's one year where I think you have a minor error: in 2008, I'm counting only 20 nominees, not 21 (http://www.sfadb.com/Hugo_Awards_2008).

Date: 2016-05-24 05:48 am (UTC)
From: [identity profile] kalimac.livejournal.com
Apparently so. But having already issued a warning that I don't guarantee exact accuracy, I'm not going to correct it now. Thanks for checking.
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