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Updated: Dec 30, 2025

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Published on: February 10, 2023
Do overactive bladder symptoms and their treatment-associated changes exhibit a normal distribution? Implications for
Marjan Amiri1,2, Sandra Murgas3, Andreas Stang1,4
1Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Germany.
Overactive bladder syndrome symptom data often deviates from normal distribution. Medians are recommended for reporting basal values and absolute changes, while means may be suitable for percentage changes.
Area of Science:
- Urology
- Biostatistics
Background:
- Overactive bladder syndrome symptom reporting frequently assumes normal distribution.
- The use of means versus medians in statistical analysis for these symptoms requires investigation.
Purpose of the Study:
- To evaluate the prevalent use of means versus medians in reporting overactive bladder syndrome symptoms.
- To test the normality of baseline symptom values and treatment-induced changes in large noninterventional studies.
Main Methods:
- Systematic review of studies on overactive bladder syndrome symptoms in major urology journals (2016-2017).
- Normality testing for urgency, incontinence, frequency, and nocturia in two noninterventional cohorts (n=1335 and n=745).
Main Results:
- 86% of reviewed articles reported means, assuming normal distribution.
- Baseline overactive bladder syndrome symptoms and treatment changes significantly deviated from normal distribution (P<.0001).
- Means overestimated absolute values and changes compared to medians, though percentage change differences were minor.
Conclusions:
- The assumption of normal distribution for overactive bladder syndrome symptoms is not supported by empirical data.
- Recommend reporting basal values and absolute symptom changes using medians and nonparametric analysis.
- Means may be appropriate for reporting percentage changes in overactive bladder syndrome symptoms.
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