“Whenever you find yourself on the side of the majority, it is time to pause and reflect.” - Mark Twain
Hello all. Welcome back to The Disciplinary Wives Club - Tribute. Our weekly on-line gathering of women and men who are in, or would like to be in, a Domestic Discipline relationship.
I hope you had a great week. Mine began with a little stressfully, with an unexpected house problem that I initially thought was potentially going to be very serious and expensive. Thankfully, it didn’t turn out that way, but it stressed me out enough and took enough time over the weekend that it left me with in a mood that wasn’t conducive to posting.
I’ve also been in an “off” mood about DD since the double spanking I talked about in the last post. I'm sure part of it is really wanting to avoid anything like that in the near future, but I've also experienced a general lull in my DD interest. I probably shouldn’t be surprised.
In retrospect, I’ve probably had that reaction every time there has been some substantial change in our dynamic that seemed to portend me having less control over the way the DD aspects of our relationship work and the more it feels like I am perhaps "getting more than I bargained for". I think after hitting one of those inflection points, the reality of the potential change hits me, and my subconscious spends some time mulling it over. I’m very sure that the drop in interest isn’t permanent and, in fact, I can feel it coming back a bit as I write this.
I also try to keep in mind that I specifically asked for the double spankings Anne gave me that left me sore for close to a week. And, although I definitely would NOT want a repeat anytime soon, I do think they had the intended effect, which I wanted because I felt like after having a surprisingly offense-free month or so after the holiday, I was starting to backslide. Hopefully, those two very painful spankings put me back on course for an overall better 2026.
In part because my DD interest level dropped a bit over the last week or two, I didn’t have a lot of inspiration for new topics going into this weekend. Thankfully, Alan had supplied something a couple of weeks ago that he suggested could be a topic. I’ve pasted below what he provided in his two comments, though I’m really going to need some further help from him to make it into a real topic, as I don’t have much to go on as to how this was put together. His comment began with:
“An enduring theme on the blog over the years has been the prevalence of female led discipline and the question of whether it is increasing. The convergence of multiple data bases together with enhanced AI capabilities now makes a grounded estimate possible. I have done some of the work and am willing to share it if there is an interest. It might make a standalone topic. Some of the estimates confirm expectations while others challenge conventional assumptions. Please let me know.”
After he provided some of his work product, I asked if he could give any color on how the analysis was conducted and where the data came from. He replied:
“The paper is a draft I produced which is essentially a literature review. The source methodologies vary from observation studies to quasi experimental designs. I am sharing the results but not prepared to elaborate beyond them.”
Here is the draft outline/summary he provided:
***
Adult Spanking in Contemporary Relationships
Prevalence, Role Asymmetry, Generational Change, and Cultural Visibility
________________________________________
1. Purpose
This paper summarizes current inferential estimates and sociological interpretations regarding consensual adult spanking behavior in long-term and recurring relationships.
The emphasis is on:
1. estimated population magnitude
2. subgroup distributions (directional typologies)
3. changing visibility and cultural acceptance
4. increasing female-initiator participation
The discussion integrates demographic baselines, sexuality surveys, and communication theory rather than any single dataset.
________________________________________
2. Estimated Population Magnitude
United States baseline
Population ≈ 335 million
Adults (18+) ≈ 260 million
Adults in ongoing couples ≈ 156 million
Couples ≈ 78 million
Research synthesis suggests roughly 20–25% of couples engage in recurring spanking behavior (occasional experimentation rates are much higher; this refers to repeat participation).
U.S. scale
Measure Estimate
Couples involved 15.6 – 19.5 million
Midpoint ~17–18 million couples
Individuals ~34–36 million adults
This places the behavior well outside “fringe” status and closer to a common minority relational style.
________________________________________
Western-world magnitude
If similar prevalence is extended across North America, Europe, and comparable societies (~800 million population), the order-of-magnitude estimate becomes:
approximately 50–70 million couples
________________________________________
3. Directional Typology Distribution
Participants commonly classify recurring dynamics into four directional patterns:
• M/F (male initiator, female receiver)
• F/M (female initiator, male receiver)
• M/M
• F/F
Using orientation base rates and role reporting patterns, the approximate distribution inside the participating population is:
Typology Share of participating couples
M/F 55–65%
F/M 12–20%
M/M 10–15%
F/F 8–12%
________________________________________
U.S. estimated numbers (midpoint ≈17.5 million couples)
Typology Couples Individuals
M/F 9.6 – 11.4 million 19 – 23 million
F/M 2.1 – 3.5 million 4 – 7 million
M/M 1.8 – 2.6 million 3.6 – 5.2 million
F/F 1.4 – 2.1 million 2.8 – 4.2 million
Key observation: roughly one-third of participants are outside the traditional M/F pattern.
________________________________________
4. Generational Change
Younger cohorts show a distinctive pattern:
Earlier cohorts Younger cohorts
gradual discovery across decades early awareness of possibilities
experience produces categories categories guide experience
specialization in midlife selection early in adulthood
The behavior itself is not necessarily increasing dramatically;
the timing of exploration has moved earlier.
________________________________________
5. Increasing Female-Initiator Participation
The most notable shift is growth in F/M dynamics and female-dominant roles.
This appears to be partly behavioral and partly expressive.
5.1 Removal of reputational cost
For most of modern history, female initiation carried a social penalty.
Once the penalty weakened, previously latent preferences became actionable.
5.2 Role flexibility for men
Modern masculinity norms are less rigidly tied to constant initiation.
Some men now openly occupy responsive roles without identity conflict.
5.3 Negotiated intimacy
Relationships increasingly rely on explicit communication rather than assumed scripts.
When roles are chosen rather than inherited, distributions widen.
5.4 Visibility correction
Online communities revealed many shared preferences previously assumed rare.
Reporting increases faster than actual behavior change.
________________________________________
6. Why Visibility Has Increased
Three independent developments converged:
1. Internet communities lowered perceived rarity
2. Psychological vocabulary normalized discussion
3. Dating uncertainty increased the desire for clear signals
Thus, the rise is largely:
visibility expansion + earlier experimentation
Rather than entirely new behavior creation.
________________________________________
7. Conclusion
Consensual adult spanking appears to be a widespread minority relational behavior involving tens of millions of couples in Western societies.
Key findings:
• roughly 20–25% of couples participate recurrently
• one-third fall outside traditional directional patterns
• female-initiator roles are rising
• generational change reflects earlier exploration rather than universal increase
• primary function is communicative clarity rather than aggression
The phenomenon, therefore, represents not merely a sexual trend but a broader shift toward negotiated intimacy and explicit signaling within modern relationships.
***
Without knowing where the data came from, it’s hard for me to say much about the conclusions. The best I can really do is provide my “gut reaction” to some of it, while acknowledging that said reaction is entirely speculative.
One number that jumped out at me was the estimate that 25% of adult couples participate in spanking “recurrently”, defined as more than occasional experimentation. My gut reaction is that seems high, but maybe not wildly so. I assume that adult erotic spanking is fairly common, at least since 50 Shades of Grey came along and normalized exploration of spanking, along with other varieties of adult kink. But, as I said, I really have nothing beyond sheer speculation to offer one way or another.
My own spanking interest may be narrower than some of yours. Outside the disciplinary context, I’m not all that interested in spanking. So, data regarding the prevalence of adult spanking in general doesn’t pique my interest all that much.
More interesting to me is data regarding F/m spanking. Alan’s data shows that of those adults participating in recurrent spanking, 12–20% was "female “initiated”. Based on other context, it sounds like “initiated” in this instance means the woman is the spanker, not necessarily that the woman “initiated” the spanking aspects of the relationship, but Alan hopefully will correct me I’m mistaken about that.
I don’t know where that estimate comes from, but my gut reaction—again, entirely speculative—is that it seems about right. I certainly don't think the prevalence of F/m spanking is higher than that. I am very confident that the proportion of M/f spanking couples is much higher than F/m, and I wouldn’t be surprised at all if the ratio was around 9:1.
Another interesting thing about that part of Alan’s summary: If I’m reading it right, the combined distribution of same-sex spankings (M/M, F/F) exceeds the distribution of F/m. That too doesn’t entirely surprise me. I suspect that the incidence of spanking in the gay community is pretty high. I was intending to provide some numbers from a popular Reddit group focused on gay spanking. But, it seems to have been taken down sometime very recently. During the time when it was up, it was very active. Also, very graphic and, interestingly, more focused on disciplinary-type spankings than what I’ve seen in more generalized spanking forums. The fact that it was taken down may speak volumes about whether society has really become that much more tolerant of transgressive kink lifestyles.
Regarding whether spanking interest is increasingly popular among younger generations, Alan’s summary says, “The behavior itself is not necessarily increasing dramatically; the timing of exploration has moved earlier.” I don’t have any real view on that. Most studies show Gen Z has less sex than any prior generation and they start sex later. An earlier spanking interest seems a bit counter-intuitive in that context, but it’s all relative. It very well could be that Gen Z has less sex overall but that kink-friendliness is more prevalent within that more limited set of overall encounters.
One data point outside Alan’s analysis I will note: Pornhub provides yearly summaries of its most popular search terms and other trends. For 2025, “spanking” didn’t crack the top 30. But, interestingly, what interest there was in spanking and BDSM was heavily driven by women:
“Interestingly, Pornhub’s female visitors are also 160% more interested in content depicting people getting “spanked and fingered”, 144% more into “daddy spank” videos and 105% more into “spanking punishment” themed content.”
Unfortunately, Alan’s study doesn't include the prevalence of disciplinary spankings. For that niche within a niche, there seems to be a dearth out there of anything like real data.
I doubt that will change, but I also wonder if any methodology that starts with spanking in general, then drills down into DD, and then into F/m DD, starts in the wrong place. Maybe instead of starting with the prevalence of spanking, we should start with something like the prevalence of Dominance/submission relationships, or other relationship styles involving power differentials, then ask in how many of those the women are in charge, then ask in how many of those is spanking within the wife’s authority?
In any event, in a few older posts, I’ve talked about some of the reasons I continue to believe we are in a very small community, based in part on stats for participation in this blog. Over the last year or two, that data set has expanded a bit, thanks to me also posting on WordPress and writing some DWC-oriented articles on Medium. Here are some updated observations:
The number of views on this blog has gone up a bit over the last year, but that's after falling way off around 2020. There are lots of spikes and troughs, but the average is around 3k to 5k per week. (For reasons I can't explain, there was a big spike up to 12k earlier this month.)
Regarding the Medium articles, it’s hard to draw meaningful conclusions from that data. Medium has over a million paid subscribers, while I have 721 “followers”, which divides out to .000721. However, that’s not very helpful, because many Medium readers do not “follow” other writers, probably in part because followers are displayed for all members to see; I suspect that means that many people reading adult/kinky content do not feel comfortable “following” those writers.
A more meaningful measure is the number of people viewing and reading the individual articles. It's all over the map, but one article has gotten 61k views. A few others are around 20-30k, and many are in the single-digit thousands. (On Medium, a “view” means someone clicked on an article. A “read” means they stayed on that article for some defined period of time, indicating they actually read a substantial portion of it. For my articles, the “reads” tend to be 1/3 to 1/2 of the “view” total, which seems to be pretty typical for Medium.) In any event, those numbers indicate that some substantial number of people are interested in F/m DD and FLR-oriented content, though it’s still pretty trivial in the scheme of things.
Regarding WordPress, it’s reached about 3.7k views a week, even though I haven’t been posting there for very long and the engagement level (comments) is very low. Still, again, 3.7k is trivial among an adult population in the U.S. comprising around 78 million couples.
Regarding Reddit, there is a Domestic Discipline subreddit, which lists 3.9k weekly visitors. Based on the posts and comments I’ve read, it’s clear that the vast majority of active participants are in M/f dynamics.
Also, note that the above statistics relate to the number of people who view or read DD-oriented content. In other words, those who are interested in these lifestyles, which is almost certainly a much larger number than those who are actually participating in one.
So, I continue to believe that those who are actually in F/m DD relationships is a small niche, within another small niche (DD relationships of any alignment), within the larger spanking community, which itself is relatively small but not insubstantial.
Honestly, I doubt we’ll ever have even a loose approximation of how many couples out there practice F/m Domestic Discipline. So, to me, the more interesting question for discussion is how prevalent do we want the lifestyle to be?
I don’t want to put words in Alan’s mouth, but I’ve always gotten the sense that he would like it to be a fairly common and openly expressed relationship choice.
I, on the other hand, like that it is still seen as transgressive and norm-busting. I enjoy the taboo and the mystique, and that sense would be lost if it were to become mainstream.
But, that doesn’t necessarily mean that I want the prevalence to be as low as I suspect it currently is, because some of my DD-related aspirations, goals and fantasies hinge on the existence of an actual community of couples who are into this. Aunt Kay put it well in a note she sent me a couple of years before she passed away:
"We made friends with other couples and that was a whole other unexpected outcome. I never imagined disciplining anyone but my own husband. But it became easy for me after a while. I learned that some men need a lot more intensity than my Hubby and I had some really fun times delivering longer and harder sessions than he could ever endure. I still recall smiling to myself as I watched him head off with another DWC wife to get a spanking.
When we did things together with other DWC couples; like going to dinners, events, visiting for weekends, there was such a sense of liberation. Just hanging out, being able to talk about lifestyle stuff was amazing. It was like we knew we were special; we shared a kinky little secret when we were out among the rest of the world."
Her last sentence implies a delicate balance. The community has to be small enough to feel they share a special, kinky secret. Yet, it has to be big enough to actually bring some core group of people together. And, there has to be a high degree of openness and sharing among the couples.
And, it’s not only about the size of the community, but about where they are located and how open they are within the group. I definitely have a thing for the kind of scenarios Aunt Kay described, including being sent off to another wife for a spanking. Her husband has told me about that happening, and he’s talked about how some of the wives could and did make “independent spanking decisions” involving him.
Again, that scenario is something I find very appealing, though it implies several couples, probably living in close proximity, and with very open attitudes about the wives’ authority over all the males.
That all sounds like a fantasy that would be hard to pull off, and it probably is. Yet, in some ways it isn’t all that different from the parental spanking culture where I was born. In that place and time, it was incredibly common for relatives and friends’ parents to feel empowered to spank each other’s kids. It happened all the time. If that was once socially acceptable (and probably still is in some areas), is it really such a stretch to imagine couples in DD relationships to come to a similar arrangement once they got to know each other?
Anyway . . . please feel free to comment on anything that strikes you about the above. Although I think we can do little more than speculate, what is your speculation about how prevalent these relationships are? And, how prevalent would you like them to be?
Have a great week.






















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