Sample size calculations in randomised trials: mandatory and mystical - PubMed (original) (raw)
Sample size calculations in randomised trials: mandatory and mystical
Kenneth F Schulz et al. Lancet. 2005 Apr.
Abstract
Investigators should properly calculate sample sizes before the start of their randomised trials and adequately describe the details in their published report. In these a-priori calculations, determining the effect size to detect--eg, event rates in treatment and control groups--reflects inherently subjective clinical judgments. Furthermore, these judgments greatly affect sample size calculations. We question the branding of trials as unethical on the basis of an imprecise sample size calculation process. So-called underpowered trials might be acceptable if investigators use methodological rigor to eliminate bias, properly report to avoid misinterpretation, and always publish results to avert publication bias. Some shift of emphasis from a fixation on sample size to a focus on methodological quality would yield more trials with less bias. Unbiased trials with imprecise results trump no results at all. Clinicians and patients deserve guidance now.
Republished in
- [Failures in sample size calculation in randomized trial: mandatory and mystical].
Schulz KF, Grimes DA. Schulz KF, et al. Z Arztl Fortbild Qualitatssich. 2006;100(2):129-35. Z Arztl Fortbild Qualitatssich. 2006. PMID: 16686447 German. No abstract available.
Comment in
- Sample size and the ethics of non-inferiority trials.
Powers JH, Cooper CK, Lin D, Ross DB. Powers JH, et al. Lancet. 2005 Jul 2-8;366(9479):24-5. doi: 10.1016/S0140-6736(05)66817-1. Lancet. 2005. PMID: 15993221 No abstract available.
Similar articles
- Sample size estimation: an overview with applications to orthodontic clinical trial designs.
Pandis N, Polychronopoulou A, Eliades T. Pandis N, et al. Am J Orthod Dentofacial Orthop. 2011 Oct;140(4):e141-6. doi: 10.1016/j.ajodo.2011.04.021. Am J Orthod Dentofacial Orthop. 2011. PMID: 21967951 Review. - Bias in clinical intervention research.
Gluud LL. Gluud LL. Am J Epidemiol. 2006 Mar 15;163(6):493-501. doi: 10.1093/aje/kwj069. Epub 2006 Jan 27. Am J Epidemiol. 2006. PMID: 16443796 Review. - Caution regarding the choice of standard deviations to guide sample size calculations in clinical trials.
Chen H, Zhang N, Lu X, Chen S. Chen H, et al. Clin Trials. 2013 Aug;10(4):522-9. doi: 10.1177/1740774513490250. Epub 2013 Jun 21. Clin Trials. 2013. PMID: 23794405 - Consultants' forum: should post hoc sample size calculations be done?
Walters SJ. Walters SJ. Pharm Stat. 2009 Apr-Jun;8(2):163-9. doi: 10.1002/pst.334. Pharm Stat. 2009. PMID: 18416448 - Sample size calculations in surgery: are they done correctly?
Maggard MA, O'Connell JB, Liu JH, Etzioni DA, Ko CY. Maggard MA, et al. Surgery. 2003 Aug;134(2):275-9. doi: 10.1067/msy.2003.235. Surgery. 2003. PMID: 12947329
Cited by
- Pragmatic controlled trial to prevent childhood obesity in maternity and child health care clinics: pregnancy and infant weight outcomes (the VACOPP Study).
Mustila T, Raitanen J, Keskinen P, Saari A, Luoto R. Mustila T, et al. BMC Pediatr. 2013 May 20;13:80. doi: 10.1186/1471-2431-13-80. BMC Pediatr. 2013. PMID: 23688259 Free PMC article. Clinical Trial. - Understanding the impact of a microfinance-based intervention on women's empowerment and the reduction of intimate partner violence in South Africa.
Kim JC, Watts CH, Hargreaves JR, Ndhlovu LX, Phetla G, Morison LA, Busza J, Porter JD, Pronyk P. Kim JC, et al. Am J Public Health. 2007 Oct;97(10):1794-802. doi: 10.2105/AJPH.2006.095521. Epub 2007 Aug 29. Am J Public Health. 2007. PMID: 17761566 Free PMC article. Clinical Trial. - CONSORT 2010 explanation and elaboration: updated guidelines for reporting parallel group randomised trials.
Moher D, Hopewell S, Schulz KF, Montori V, Gøtzsche PC, Devereaux PJ, Elbourne D, Egger M, Altman DG. Moher D, et al. BMJ. 2010 Mar 23;340:c869. doi: 10.1136/bmj.c869. BMJ. 2010. PMID: 20332511 Free PMC article. No abstract available. - Depressive and anxiety symptoms and associated factors among postnatal women in Enugu-North Senatorial District, South-East Nigeria: a cross-sectional study.
Agbaje OS, Anyanwu JI, Umoke PIC, Iwuagwu TE, Iweama CN, Ozoemena EL, Nnaji IR. Agbaje OS, et al. Arch Public Health. 2019 Jan 10;77:1. doi: 10.1186/s13690-018-0329-6. eCollection 2019. Arch Public Health. 2019. PMID: 30647917 Free PMC article. - Clinical research methodology I: introduction to randomized trials.
Kao LS, Tyson JE, Blakely ML, Lally KP. Kao LS, et al. J Am Coll Surg. 2008 Feb;206(2):361-9. doi: 10.1016/j.jamcollsurg.2007.10.003. J Am Coll Surg. 2008. PMID: 18222393 Free PMC article. Review. No abstract available.