Examining when women in our diary study were sexually active.
We collected detailed data on sexual activity in our diary study. After a lot of discussion in the team, we agreed on the following method:
A big part of our discussion was which sexual activities we should list. A very long list of activities seemed a bit intimidating, plus many sexual activities in German have either weirdly academic or vulgar names, but nothing that seemed usable. We didn’t want to exclude non-genital sexual contact from consideration, but also didn’t want to ask our participants to report every goodbye kiss or hug. In the end, we opted for a subset of activities (including kissing and cuddling) and the ability to write in unlisted options, which we coded afterwards. We think this worked quite well, but it is possible that the activities we listed were “normalised” more than unlisted activities. I’m curious how others go about this.2
Because we tried to impose as few restrictions as possible, cleaning this data was a bit cumbersome though (people have sex in manifold ways!). To motivate myself to do it, I wanted to blog a few descriptive statistics. I don’t have a sexology background, so I don’t know what is well-known to experts in the field and what isn’t. Of course, we mainly plan to use the data to study sex across the menstrual cycle, but I think there are many interesting aspects to the data unrelated to that.
Here, I am looking at all data (1345 women over 61,365 days, ~45 days per woman). First off, how many sexual acts do women report across days?
This looks good. Women rarely report more than two acts a day, so we are not missing much in our survey. On average, people in our sample engaged in some sexual activity (including kissing and cuddling) on 31% of days.3 Excluding kissing and cuddling, women in our sample either masturbate or have some sort of sex on 28% of days. Broken down even further, women in our sample have sex with a partner on 16% of days and masturbate on 13% of days. In the following, I will exclude kissing and cuddling, although it makes little difference for the results.
Most readers probably know people are more sexually active on weekends:
What’s up with Monday though? Because women filled out our diary from 17:00-03:00, they also reported on sex the previous night. Maybe some of the increase we’re seeing is due to this? I excluded sex on the previous night in the below graph.
Detailed break-up by time of day
It seems the Monday bump is just Sunday night sex (see also the details graph, if you are interested). We can also move all last night’s sexual activity to the day before and see whether Mondays look more like we expect Mondays to look.5
Looks reasonable. So far, I have lumped all sexual activity, partnered and non-partnered.
So, maybe it’s not mainly about having more time on the weekend, but rather about coordination? We have a lot of data about whether people are living together, in the same city, or in a long-distance relationship.
We can also relate the timing of sex to own/partner satisfaction and happiness. For example, we saw above that women report masturbating in the morning and during the night quite rarely, whereas partnered sexual activity was comparatively more common then.
In fact, women report being less satisfied with and happy about morning sex.6 The difference is small and there could be a ton of factors (from circadian hormone change, to different activities by time of day, to differing partner attentiveness, to feeling rushed before work, and so on).
We have data on aspects of the sexual activity other than time, so we can potentially pull apart different influences on happiness and enjoyment (although still with much less than experimental rigour).
This is an incredibly rich dataset, so I am very interested in suggestions what else to look at and how.
In follow-up discussions, it occurred to me that I never included two of the most obvious graphs. Luckily, I can remedy that now.
probably the German word Zärtlichkeiten sounds less weird than this translation. Or more so.↩
I’ll blog about this list of activities another time.↩
If this seems low to you: as you can see in the aside, most women did not report kissing and cuddling if there was not also some other sexual contact.↩
I restricted the dataset to the 878 women who had participated for at least 40 days to make sure we could estimate the frequency with some accuracy.↩
Steering clear of any Garfield references here.↩
They say the same thing about their partner’s enjoyment.↩