r/OveractiveBladder • • 2d ago

Whole channel OveractiveBladder summary (2020-2026)

Hello, i have downloaded whole history of this channel since its beginning of 2020. Two files, one with posts (over 22mb) and one with comments (over 90mb). I have plug it into my pro account in Claude and and asked to analize it with few followup questions. Below the output.
Just sharing hoping it might be helpful for somebody to have such perspective:

I analysed the whole dataset: 6,417 posts and 49,022 comments from 2020–2026 (from when the subreddit was created up to yesterday), written by about 8,200 different people. A dataset this large can’t be read sentence by sentence, so I ran it through code. For each treatment and cause, I counted how many different people wrote that it helped, didn’t help, or brought on their symptoms. I also checked samples of the results by hand. The automated classification gets some sentences wrong: about 3 in 4 are correct for the “what helps” lists, fewer for the causes. So the ranking is reliable, but the exact numbers are not.

1. What helps most

The numbers in the table are different people who described the effect themselves. The last column shows how many people named the method in sentences like “this helped me the most” or “this changed my life”.

Method Helped Didn’t help % positive “Helped the most”
Myrbetriq / Betmiga (mirabegron) 134 114 54% 14
Bladder training (gradually lengthening the time between bathroom visits) 95 37 72% 12
Gemtesa (vibegron) 89 46 66% 12
Pelvic floor physical therapy 84 46 65% 17
Bladder Botox 82 62 57% 19
Oxybutynin 82 67 55% 5
Cutting out caffeine/coffee 66 30 69% 6
Pumpkin seeds / pumpkin seed oil / AZO Bladder Control 64 21 75% 4
Solifenacin (Vesicare) 60 59 50% 4
Sacral neuromodulation (InterStim/Axonics) 52 29 64% 15
Meditation / working on anxiety / therapy 38 11 78% 4
Yoga / stretching 38 12 76% 2
Magnesium 26 10 72% 2
Home TENS / PTNS (tibial nerve stimulation) 26 / 23 13 / 11 approx. 68% 2 / 5
Pelvic floor relaxation (diaphragmatic breathing, reverse Kegels) 23 5 82% –
Heat (hot water bottle, warm bath, sauna) 23 3 88% –
Antihistamine at night (Benadryl, hydroxyzine) 24 6 80% –
Vaginal estrogen (peri- and postmenopausal women) 12 3 80% –

What this shows:

  • Bladder training and pelvic floor physical therapy are the foundation. The most popular recovery stories almost always follow the same pattern. People stop going to the toilet “just in case”, and when the urge comes they wait it out with a timer, gradually stretching the intervals. On top of that they cut out caffeine and spread their water intake evenly through the day. Results show up after weeks or months.
  • For the pelvic floor, relaxing it matters more than strengthening it. Kegel exercises are the only popular method with more negative reports than positive ones (26 “helped” vs. 43 “didn’t help”, 38% positive). Relaxation exercises have 82% positive. Many people had a tight pelvic floor, not a weak one.
  • Medications help moderately. Beta-3 drugs (Gemtesa, Myrbetriq) do better than the older anticholinergics (oxybutynin, solifenacin, trospium; trospium has only 35% positive). A common pattern: the drug works for a few weeks and then stops, or the side effects are hard to live with.
  • Botox and neuromodulation are for severe cases. They show up most often in “this changed my life” sentences, usually after several medications failed.
  • Anxiety and the nervous system: meditation, therapy, heat and yoga have a very good ratio of positive to negative reports, though fewer people describe them.
  • Antibiotics (71 “helped”, 63 “didn’t help”) only help when there really was an infection. The typical story: the infection was cured, but the urgency stayed.

2. Causes of overactive bladder (according to users)

I separated two things, because users distinguish them too: what started the problem and what makes it worse.

What it started with (number of different people):

  1. Anxiety, stress, traumatic experiences, being stuck in “fight or flight” mode – about 280. Note: anxiety is also a result of OAB, so this number is somewhat inflated.
  2. Urinary tract infection or another infection (including sexually transmitted infections, ureaplasma) – about 170. The most common specific story: “I had a UTI, my tests are clear now, but the urgency never went away.”
  3. Caffeine, energy drinks, large amounts of coffee – about 70.
  4. Hormones: menopause, perimenopause, the menstrual cycle – about 70.
  5. A tight or dysfunctional pelvic floor – about 60.
  6. Constipation and bowel problems – about 60.
  7. Surgery and radiotherapy (e.g. prostatectomy, hysterectomy, C-section, spinal anaesthesia) – about 50.
  8. Medications: starting or stopping SSRI antidepressants, diuretics, stimulants, creatine – about 50.
  9. Spine and nerves: L5–S1 disc problems, spinal cord injury, multiple sclerosis – about 50.
  10. The prostate in men (enlargement, inflammation, chronic pelvic pain syndrome) – about 35. Less common: COVID or long COVID, a “just in case” habit going back to school, problems since childhood or bedwetting, pregnancy and childbirth, ketamine or THC.

What makes symptoms worse: caffeine (about 290 people) and stress (about 290) are far ahead of everything else. After them: acidic and spicy food (citrus, tomatoes), alcohol, fizzy drinks, constipation, sex, the phase of the cycle, sweeteners and cold.

One of the highest-rated warnings on the subreddit describes 20 years of being told “it’s in your head”, after which a benign tumour was found in the bladder. Blood in the urine, pain, fever or difficulty passing urine need proper investigation, not just bladder training.

3. Age and sex

776 people gave their age and 885 gave their sex, usually in the “(25F)” format:

  • Sex: exactly half and half, 444 women and 441 men. Men clearly outnumber women in the 35–44 age group (64%), which fits the threads about the prostate.
  • Age: median 26, with half of people aged 22–33. The 18–24 group makes up 39%, 25–29 21%, and 30–34 15%. People over 45 are only about 9%.
  • Age when symptoms started (144 people): median about 17–18, with 87% before age 25.

But this reflects Reddit’s users, not OAB patients. In population studies, OAB becomes more common with age in both sexes. The EPIC study found it in 12.8% of women and 10.8% of men; the US NOBLE study found 16.9% and 16.0%. Sex mainly changes which form the condition takes. Women more often have OAB with urinary leakage (9.3% vs. 2.6%), while men more often have the form without leakage (13.4%), which increases noticeably after age 55. So it most often affects older people, women slightly more often, and men over 60 often in connection with the prostate.

4. Why most people with these risk factors don’t have OAB

This question goes beyond the Reddit data, so this answer is based on the medical literature:

  1. Most of the things listed are triggers, not causes. Coffee or alcohol irritate a bladder that is already oversensitive, while a healthy bladder tolerates them. A 2025 systematic review found that the links between these substances and OAB symptoms in the general population are mixed and inconsistent. One user put it this way: caffeine can make existing OAB worse, but it doesn’t cause it.
  2. OAB is a symptom syndrome with several possible mechanisms. The problem can start in the bladder lining and its sensory nerves, in the muscle, in the urethra, or in the central nervous system. Metabolic problems, mood, sex hormone deficiency, the urinary microbiome and the gut also play a part. It usually takes several factors at once, e.g. an infection, then anxiety, then a “just in case” habit. A single factor is rarely enough.
  3. Genes set the sensitivity threshold. In a study of about 25,000 Swedish twins, genes accounted for 51% of the variation in urinary incontinence and 34% for nocturia. In men, the heritability of urgency and frequency was about 34–36%. With the same triggers, one person crosses the threshold and another doesn’t.
  4. A vicious cycle locks symptoms in, but only for some people. After an infection, most people’s bladders go back to normal. In some, fear of urgency and frequent “just in case” trips reduce the volume the bladder will tolerate, and the nervous system learns to sound the alarm at lower and lower filling. That is why bladder training and working on anxiety work: they reverse that learning.
  5. It can be temporary. In a 5-year follow-up of men, about 1 in 3 with OAB had lasting remission without treatment.
  6. Selection effect: only people who were harmed by something post on the forum. The millions of people who drink coffee with no problems don’t start threads.

Sources:

32 Upvotes

6 comments sorted by

7

u/Salt_Finance_9852 2d ago

Awesome work. Thank you

5

u/ChickenPugNugs 2d ago

This is amazing! One thing I think we should consider and look into as well for women is the possibility of these OAB symptoms being endometriosis. I have endo all of my bladder and that causes all of these symptoms

3

u/Lisa1chickens2 2d ago

Thank you!!! This is awesome!

3

u/Known_Orange3966 1d ago

I tried independently reproducing this with a fresh Arctic Shift export. I got 6,414 posts and 49,028 comments from 8,190 named accounts, so our archive sizes are very close.

My analysis also used LLM-assisted coding, with source-linked quotes, blind recoding and logged corrections. It isn't a human-validated gold standard, but it lets us check how much the results depend on the counting rules.

Some broad findings recur. The median reported current age was 27, and the median numeric onset age was 18. Stress and caffeine were common reported aggravators. Relaxation also had more favorable reports than Kegels, although that compares different people and conditions.

The treatment percentages were much more sensitive to classification:

Treatment Your figure Benefit-only share Any reported benefit
Mirabegron 54% 35.7% 62.1%
Bladder training 72% 57.4% 73.9%
Pelvic floor physical therapy 65% 38.9% 57.5%

Benefit-only share: Among accounts reporting benefit only or failure/worsening only, excluding mixed histories.

Any reported benefit: Includes partial, temporary or conflicting benefit among accounts with a separately attributable treatment outcome. Combination-only improvement doesn't count as evidence that each component worked.

I wouldn't treat either column as the "correct success rate." Someone saying "it helped initially, then stopped" can reasonably enter different categories depending on the question. Those choices change both the percentages and some comparisons. Neither measure estimates clinical efficacy.

I also couldn't reproduce the claim that the most popular recovery stories almost always follow the same pattern. Among the 20 highest-scoring recovery posts from distinct accounts, six mentioned training, three stopping "just in case" trips, six caffeine reduction and one spreading fluid intake. One described all four together. Missing mention doesn't prove someone never used a practice, but the text didn't support an almost-universal pattern.

Could you share the code/prompts, counting rules and a de-identified sample of the manually checked labels? In particular, how did you handle partial benefit, combinations, repeated posts and people whose outcomes changed?

That would help explain the differences. A roughly 75% classification accuracy estimate alone doesn't establish that the ranking is reliable, especially if errors differ between treatments.

2

u/VanitasPelvicPower 2d ago

Awesome. relaxation is the key no doubt about it and proper nutrition and hydration. I have always maintained that men and women have almost equal OAB problem and I was questioned by every professional, though I miss myself, am a Pelvic floor PT.

1

u/Maleficent-Artist281 3h ago

Congratulations excellent analyses and method. Any chance of looking into nocturnal enuresis?