The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical Research

The number needed to treat (NNT) is a simple measure of a treatment’s impact, increasingly reported in randomized trials and observational studies, but often incorrectly calculated in studies involving varying follow-up times. We discuss the NNT in these contexts and illustrate the concept using sev...

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Main Author: Samy Suissa
Format: Article
Language:English
Published: Rambam Health Care Campus 2015-07-01
Series:Rambam Maimonides Medical Journal
Subjects:
Online Access:http://rmmj.org.il/Pages/ArticleHTM.aspx?manuId=508
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spelling doaj-51c577c3e7d04256b2085715a2b413102020-11-24T23:56:15ZengRambam Health Care CampusRambam Maimonides Medical Journal2076-91722015-07-0163e003310.5041/RMMJ.10218The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical ResearchSamy Suissa0Centre for Clinical Epidemiology, Lady Davis Institute—Jewish General Hospital, Montreal, Quebec, Canada; and Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, CanadaThe number needed to treat (NNT) is a simple measure of a treatment’s impact, increasingly reported in randomized trials and observational studies, but often incorrectly calculated in studies involving varying follow-up times. We discuss the NNT in these contexts and illustrate the concept using several published studies. While the computation of the NNT is founded on the cumulative incidence of the outcome, several published studies use simple proportions that do not account for varying follow-up times, or use incidence rates per person-time. We show how these approaches can lead to erroneous values of the NNT and misleading interpretations. For example, a trial of 3,845 very elderly hypertensives randomized to a diuretic or placebo reported a NNT of 94 treated for 2 years to prevent one stroke, though the correct approach results in a NNT of 63. Also, meta-analyses involving trials of differing lengths often report a single NNT, such as the meta-analysis of 22 trials of the anticholinergic tiotropium in chronic obstructive pulmonary disease that reported a NNT of 16 patients “over one year,” even if the trials varied in duration from 3 to 48 months, with the actual NNTs varying widely from 15 to 250. Finally, we describe the value of the NNT in assessing benefit–risk, such as low-dose aspirin use in secondary prevention of mortality assessed against the risk of gastrointestinal bleeding. As the “number needed to treat” becomes increasingly used in the comparative effectiveness and safety of therapies, its accurate estimation and interpretation become crucial to avoid distorting clinical, economic, and public health decisions.http://rmmj.org.il/Pages/ArticleHTM.aspx?manuId=508Biostatisticseffect measuresepidemiologic methodsobservational studiesrandomized controlled trialstreatment impact
collection DOAJ
language English
format Article
sources DOAJ
author Samy Suissa
spellingShingle Samy Suissa
The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical Research
Rambam Maimonides Medical Journal
Biostatistics
effect measures
epidemiologic methods
observational studies
randomized controlled trials
treatment impact
author_facet Samy Suissa
author_sort Samy Suissa
title The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical Research
title_short The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical Research
title_full The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical Research
title_fullStr The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical Research
title_full_unstemmed The Number Needed to Treat: 25 Years of Trials and Tribulations in Clinical Research
title_sort number needed to treat: 25 years of trials and tribulations in clinical research
publisher Rambam Health Care Campus
series Rambam Maimonides Medical Journal
issn 2076-9172
publishDate 2015-07-01
description The number needed to treat (NNT) is a simple measure of a treatment’s impact, increasingly reported in randomized trials and observational studies, but often incorrectly calculated in studies involving varying follow-up times. We discuss the NNT in these contexts and illustrate the concept using several published studies. While the computation of the NNT is founded on the cumulative incidence of the outcome, several published studies use simple proportions that do not account for varying follow-up times, or use incidence rates per person-time. We show how these approaches can lead to erroneous values of the NNT and misleading interpretations. For example, a trial of 3,845 very elderly hypertensives randomized to a diuretic or placebo reported a NNT of 94 treated for 2 years to prevent one stroke, though the correct approach results in a NNT of 63. Also, meta-analyses involving trials of differing lengths often report a single NNT, such as the meta-analysis of 22 trials of the anticholinergic tiotropium in chronic obstructive pulmonary disease that reported a NNT of 16 patients “over one year,” even if the trials varied in duration from 3 to 48 months, with the actual NNTs varying widely from 15 to 250. Finally, we describe the value of the NNT in assessing benefit–risk, such as low-dose aspirin use in secondary prevention of mortality assessed against the risk of gastrointestinal bleeding. As the “number needed to treat” becomes increasingly used in the comparative effectiveness and safety of therapies, its accurate estimation and interpretation become crucial to avoid distorting clinical, economic, and public health decisions.
topic Biostatistics
effect measures
epidemiologic methods
observational studies
randomized controlled trials
treatment impact
url http://rmmj.org.il/Pages/ArticleHTM.aspx?manuId=508
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