Literature DB >> 22606659

An overview of randomization and minimization programs for randomized clinical trials.

Mahmoud Saghaei1.   

Abstract

Randomization is an essential component of sound clinical trials, which prevents selection biases and helps in blinding the allocations. Randomization is a process by which subsequent subjects are enrolled into trial groups only by chance, which essentially eliminates selection biases. A serious consequence of randomization is severe imbalance among the treatment groups with respect to some prognostic factors, which invalidate the trial results or necessitate complex and usually unreliable secondary analysis to eradicate the source of imbalances. Minimization on the other hand tends to allocate in such a way as to minimize the differences among groups, with respect to prognostic factors. Pure minimization is therefore completely deterministic, that is, one can predict the allocation of the next subject by knowing the factor levels of a previously enrolled subject and having the properties of the next subject. To eliminate the predictability of randomization, it is necessary to include some elements of randomness in the minimization algorithms. In this article brief descriptions of randomization and minimization are presented followed by introducing selected randomization and minimization programs.

Entities:  

Keywords:  Computer program; minimization; randomization; randomized clinical trial

Year:  2011        PMID: 22606659      PMCID: PMC3317766     

Source DB:  PubMed          Journal:  J Med Signals Sens        ISSN: 2228-7477


  8 in total

1.  Implementation and experience of a web-based allocation system with Pocock and Simon's minimization methods.

Authors:  Hong Wei Cai; Jie Lai Xia; Dong Huai Gao; Xiao Man Cao
Journal:  Contemp Clin Trials       Date:  2010-07-30       Impact factor: 2.226

Review 2.  Stratified randomization for clinical trials.

Authors:  W N Kernan; C M Viscoli; R W Makuch; L M Brass; R I Horwitz
Journal:  J Clin Epidemiol       Date:  1999-01       Impact factor: 6.437

Review 3.  Statistical properties of randomization in clinical trials.

Authors:  J M Lachin
Journal:  Control Clin Trials       Date:  1988-12

4.  Minimization: a new method of assigning patients to treatment and control groups.

Authors:  D R Taves
Journal:  Clin Pharmacol Ther       Date:  1974-05       Impact factor: 6.875

5.  Sequential treatment assignment with balancing for prognostic factors in the controlled clinical trial.

Authors:  S J Pocock; R Simon
Journal:  Biometrics       Date:  1975-03       Impact factor: 2.571

6.  Ensuring balanced distribution of prognostic factors in treatment outcome research.

Authors:  R L Stout; P W Wirtz; J P Carbonari; F K Del Boca
Journal:  J Stud Alcohol Suppl       Date:  1994-12

7.  CONSORT 2010 Statement: updated guidelines for reporting parallel group randomized trials.

Authors:  Kenneth F Schulz; Douglas G Altman; David Moher
Journal:  Open Med       Date:  2010-03-24

8.  Random allocation software for parallel group randomized trials.

Authors:  Mahmood Saghaei
Journal:  BMC Med Res Methodol       Date:  2004-11-09       Impact factor: 4.615

  8 in total
  30 in total

Review 1.  On methodological standards in training and transfer experiments.

Authors:  C Shawn Green; Tilo Strobach; Torsten Schubert
Journal:  Psychol Res       Date:  2013-12-18

2.  Impact of minimal sufficient balance, minimization, and stratified permuted blocks on bias and power in the estimation of treatment effect in sequential clinical trials with a binary endpoint.

Authors:  Steven D Lauzon; Wenle Zhao; Paul J Nietert; Jody D Ciolino; Michael D Hill; Viswanathan Ramakrishnan
Journal:  Stat Methods Med Res       Date:  2021-11-29       Impact factor: 2.494

3.  Applying Interactive Mobile health to Asthma Care in Teens (AIM2ACT): Development and design of a randomized controlled trial.

Authors:  David A Fedele; Andrew McConville; J Graham Thomas; Elizabeth L McQuaid; David M Janicke; Elise M Turner; Jon Moon; Mutasim Abu-Hasan
Journal:  Contemp Clin Trials       Date:  2017-10-03       Impact factor: 2.226

4.  Effectiveness of a Multifaceted Intervention for Potentially Inappropriate Prescribing in Older Patients in Primary Care: A Cluster-Randomized Controlled Trial (OPTI-SCRIPT Study).

Authors:  Barbara Clyne; Susan M Smith; Carmel M Hughes; Fiona Boland; Marie C Bradley; Janine A Cooper; Tom Fahey
Journal:  Ann Fam Med       Date:  2015-11       Impact factor: 5.166

5.  An integrated workplace mental health intervention in a policing context: Protocol for a cluster randomised control trial.

Authors:  Anthony D LaMontagne; Allison J Milner; Amanda F Allisey; Kathryn M Page; Nicola J Reavley; Angela Martin; Irina Tchernitskaia; Andrew J Noblet; Lauren J Purnell; Katrina Witt; Tessa G Keegel; Peter M Smith
Journal:  BMC Psychiatry       Date:  2016-02-27       Impact factor: 3.630

6.  Safety and efficacy of the predictive low glucose management system in the prevention of hypoglycaemia: protocol for randomised controlled home trial to evaluate the Suspend before low function.

Authors:  M B Abraham; J A Nicholas; T T Ly; H C Roby; N Paramalingam; J Fairchild; B R King; G R Ambler; F Cameron; E A Davis; T W Jones
Journal:  BMJ Open       Date:  2016-04-15       Impact factor: 2.692

7.  Comparing the outcomes of incisions made by colorado microdissection needle, electrosurgery tip, and surgical blade during periodontal surgery: A randomized controlled trial.

Authors:  Rampalli Viswa Chandra; Boya Savitharani; Aileni Amarender Reddy
Journal:  J Indian Soc Periodontol       Date:  2016 Nov-Dec

8.  Influence of selective immunosuppressive drug regimens on the healing of exposed dogs' dental pulp capped with a recent calcium silicate-based cement.

Authors:  Hanan A Soliman; Radwa Ibrahim El-Toukhy; Mona Mohsen Ebrahim; Mohammed E Grawish; Mohamed Abdel Kader Sobh; Salah Hasab Mahmoud
Journal:  Clin Oral Investig       Date:  2021-08-09       Impact factor: 3.573

9.  Blindfolded Balance Training in Patients with Parkinson's Disease: A Sensory-Motor Strategy to Improve the Gait.

Authors:  M Tramontano; S Bonnì; A Martino Cinnera; F Marchetti; C Caltagirone; G Koch; A Peppe
Journal:  Parkinsons Dis       Date:  2016-02-09

10.  Effectiveness of Cognitive Behavioral Therapy on the Quality of Sleep in Women with Multiple Sclerosis: A Randomized Controlled Trial Study.

Authors:  Samira Abbasi; Nasrollah Alimohammadi; Saeid Pahlavanzadeh
Journal:  Int J Community Based Nurs Midwifery       Date:  2016-10
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