ArticleBMC medicine2017
Number needed to treat (NNT) in clinical literature: an appraisal.
Article in BMC medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 23 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
72 citing papers in PubMed, 23 syntheses or guidelines pooled it.
- Cognitive behavioural therapy compared to control conditions in treating bulimia nervosa and binge-eating disorder: A systematic review and meta-analysis.The British journal of clinical psychology · 2026Pooled it
- Efficacy and safety of mineralocorticoid receptor antagonists in heart failure: a meta-analysis of randomized controlled trials.BMC cardiovascular disorders · 2025Pooled it
- Evaluation of the efficacy and cost-effectiveness of safinamide versus rasagiline: a systematic review.Journal of comparative effectiveness research · 2025Pooled it
- Pooled it
- The Added Benefit of Intra-Arterial Thrombolysis After Successful Recanalization by Endovascular Treatment: A Systematic Review and Meta-Analysis of Randomized-Controlled Clinical Trials.European journal of neurology · 2025Pooled it
- Pain control and adverse effects of parecoxib after wisdom teeth surgery: a quantitative systematic review.Oral and maxillofacial surgery · 2025Pooled it
- Clinical Benefits and Risks of Antiamyloid Antibodies in Sporadic Alzheimer Disease: Systematic Review and Network Meta-Analysis With a Web Application.Journal of medical Internet research · 2025Pooled it
- The Utility and Safety of Prophylactic Tranexamic Acid in Tonsillectomy: A Systematic Review and Meta-analysis.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2025Pooled it
- How Does Oversewing/Suturing (OS/S) Compare to Other Staple Line Reinforcement Methods? A Systematic Review and Meta-Analysis.Obesity surgery · 2024Pooled it
- Comparative profiles of lubiprostone, linaclotide, and elobixibat for chronic constipation: a systematic literature review with meta-analysis and number needed to treat/harm.BMC gastroenterology · 2024Pooled it
- Efficacy and safety of bempedoic acid lipid-lowering therapy: a systematic review and meta-analysis of randomized controlled trials.European journal of clinical pharmacology · 2023Pooled it
- Pooled it
- Research Review: The effect of school-based suicide prevention on suicidal ideation and suicide attempts and the role of intervention and contextual factors among adolescents: a meta-analysis and meta-regression.Journal of child psychology and psychiatry, and allied disciplines · 2022Pooled it
- Colchicine for symptomatic coronary artery disease after percutaneous coronary intervention.Open heart · 2022Pooled it
- Effect of thermometry on the prevention of diabetic foot ulcers: a systematic review with meta-analysis.Revista latino-americana de enfermagem · 2022Pooled it
- Efficacy and Tolerability of Combination Treatments for Major Depression: Antidepressants plus Second-Generation Antipsychotics vs. Esketamine vs. Lithium.Journal of psychopharmacology (Oxford, England) · 2021Pooled it
- Systematic review and meta-analysis of gallstone disease treatment outcomes in early cholecystectomy versus conservative management/delayed cholecystectomy.BMJ open gastroenterology · 2021Pooled it
- Dietary supplementation for gestational diabetes prevention and management: a meta-analysis of randomized controlled trials.Archives of gynecology and obstetrics · 2021Pooled it
- Efficacy and tolerability of atypical antipsychotics for acute bipolar depression: a network meta-analysis.BMC psychiatry · 2021Pooled it
- Benefit of dual antithrombotic therapy with direct oral anticoagulants in patients with atrial fibrillation undergoing percutaneous coronary intervention: a systematic review and metaanalysis of randomized clinical trials.Internal and emergency medicine · 2020Pooled it
12 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe number needed to treat (NNT) is an absolute effect measure that has been used to assess beneficial and harmful effects of medical interventions. Several methods can be used to calculate NNTs, and they should be applied depending on the different study characteristics, such as the design and type of variable used to measure outcomes. Whether or not the most recommended methods have been applied to calculate NNTs in studies published in the medical literature is yet to be determined. The aim of this study is to assess whether the methods used to calculate NNTs in studies published in medical journals are in line with basic methodological recommendations.
methodsThe top 25 high-impact factor journals in the "General and/or Internal Medicine" category were screened to identify studies assessing pharmacological interventions and reporting NNTs. Studies were categorized according to their design and the type of variables. NNTs were assessed for completeness (baseline risk, time horizon, and confidence intervals [CIs]). The methods used for calculating NNTs in selected studies were compared to basic methodological recommendations published in the literature. Data were analyzed using descriptive statistics.
resultsThe search returned 138 citations, of which 51 were selected. Most were meta-analyses (n = 23, 45.1%), followed by clinical trials (n = 17, 33.3%), cohort (n = 9, 17.6%), and case-control studies (n = 2, 3.9%). Binary variables were more common (n = 41, 80.4%) than time-to-event (n = 10, 19.6%) outcomes. Twenty-six studies (51.0%) reported only NNT to benefit (NNTB), 14 (27.5%) reported both NNTB and NNT to harm (NNTH), and 11 (21.6%) reported only NNTH. Baseline risk (n = 37, 72.5%), time horizon (n = 38, 74.5%), and CI (n = 32, 62.7%) for NNTs were not always reported. Basic methodological recommendations to calculate NNTs were not followed in 15 studies (29.4%). The proportion of studies applying non-recommended methods was particularly high for meta-analyses (n = 13, 56.5%).
conclusionsA considerable proportion of studies, particularly meta-analyses, applied methods that are not in line with basic methodological recommendations. Despite their usefulness in assisting clinical decisions, NNTs are uninterpretable if incompletely reported, and they may be misleading if calculating methods are inadequate to study designs and variables under evaluation. Further research is needed to confirm the present findings.
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