How do I calculate the number needed to treat (NNT) for a specific intervention based on available clinical data?

Guideline-aligned answer with reasoning, red flags and references. Clinically reviewed by Dr Kola Tytler MBBS CertHE MBA MRCGP.

Posted: 22 August 2025Updated: 22 August 2025 Guideline-Aligned (High Confidence) Clinically Reviewed
Dr Kola Tytler MBBS CertHE MBA MRCGPClinical Lead • iatroX

To calculate the Number Needed to Treat (NNT) for a specific intervention, you first need to determine the Absolute Risk Reduction (ARR) from available clinical data. ARR is calculated by subtracting the event rate in the treatment group from the event rate in the control group. Once ARR is known, NNT is simply the reciprocal of ARR (i.e., NNT = 1 / ARR) expressed as a whole number rounded up to the nearest integer to reflect the number of patients who need to be treated to prevent one additional adverse event or achieve one additional beneficial outcome .

For example, if the event rate is 10% in the control group and 5% in the treatment group, ARR = 10% - 5% = 5% (or 0.05), so NNT = 1 / 0.05 = 20, meaning 20 patients need treatment for one to benefit.

This calculation assumes that the clinical data are derived from well-conducted randomised controlled trials or meta-analyses providing clear event rates for both groups. It is important to use absolute risks rather than relative risks to avoid misinterpretation of treatment effect size .

Recent literature emphasises the practical utility of NNT in clinical decision-making by quantifying benefit in a patient-centred manner, as seen in studies analysing NNT for specific conditions such as neurogenic orthostatic hypotension and chronic insomnia disorder . These studies demonstrate how NNT can guide clinicians in weighing benefits against harms and support shared decision-making .

Educational content only. Always verify information and use clinical judgement.