Cargando…

Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial

OBJECTIVE: This paper aims to describe and discuss a minimization procedure specifically designed for a clinical trial that evaluates treatment efficacy for OCD patients. METHOD: Aitchison’s compositional distance was used to calculate vectors for each possibility of allocation in a covariate adapti...

Descripción completa

Detalles Bibliográficos
Autores principales: Fossaluza, Victor, Diniz, Juliana Belo, de Bragança Pereira, Basilio, Miguel, Eurípedes Constantino, de Bragança Pereira, Carlos Alberto
Formato: Texto
Lenguaje:English
Publicado: Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2705482/
https://www.ncbi.nlm.nih.gov/pubmed/19578654
http://dx.doi.org/10.1590/S1807-59322009000600005
_version_ 1782169005846429696
author Fossaluza, Victor
Diniz, Juliana Belo
de Bragança Pereira, Basilio
Miguel, Eurípedes Constantino
de Bragança Pereira, Carlos Alberto
author_facet Fossaluza, Victor
Diniz, Juliana Belo
de Bragança Pereira, Basilio
Miguel, Eurípedes Constantino
de Bragança Pereira, Carlos Alberto
author_sort Fossaluza, Victor
collection PubMed
description OBJECTIVE: This paper aims to describe and discuss a minimization procedure specifically designed for a clinical trial that evaluates treatment efficacy for OCD patients. METHOD: Aitchison’s compositional distance was used to calculate vectors for each possibility of allocation in a covariate adaptive method. Two different procedures were designed to allocate patients in small blocks or sequentially one-by-one. RESULTS: We present partial results of this allocation procedure as well as simulated data. In the clinical trial for which this procedure was developed, successful balancing between treatment arms was achieved. Separately, in an exploratory analysis, we found that if the arrival order of patients was altered, most patients were allocated to a different treatment arm than their original assignment. CONCLUSION: Our results show that the random arrival order of patients determine different assignments and therefore maintains the unpredictability of the allocation method. We conclude that our proposed procedure allows for the use of a large number of prognostic factors in a given allocation decision. Our method seems adequate for the design of the psychiatric trials used as models. Trial registrations are available at clinicaltrials.gov NCT00466609 and NCT00680602.
format Text
id pubmed-2705482
institution National Center for Biotechnology Information
language English
publishDate 2009
publisher Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo
record_format MEDLINE/PubMed
spelling pubmed-27054822009-07-06 Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial Fossaluza, Victor Diniz, Juliana Belo de Bragança Pereira, Basilio Miguel, Eurípedes Constantino de Bragança Pereira, Carlos Alberto Clinics (Sao Paulo) Clinical Science OBJECTIVE: This paper aims to describe and discuss a minimization procedure specifically designed for a clinical trial that evaluates treatment efficacy for OCD patients. METHOD: Aitchison’s compositional distance was used to calculate vectors for each possibility of allocation in a covariate adaptive method. Two different procedures were designed to allocate patients in small blocks or sequentially one-by-one. RESULTS: We present partial results of this allocation procedure as well as simulated data. In the clinical trial for which this procedure was developed, successful balancing between treatment arms was achieved. Separately, in an exploratory analysis, we found that if the arrival order of patients was altered, most patients were allocated to a different treatment arm than their original assignment. CONCLUSION: Our results show that the random arrival order of patients determine different assignments and therefore maintains the unpredictability of the allocation method. We conclude that our proposed procedure allows for the use of a large number of prognostic factors in a given allocation decision. Our method seems adequate for the design of the psychiatric trials used as models. Trial registrations are available at clinicaltrials.gov NCT00466609 and NCT00680602. Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo 2009-06 /pmc/articles/PMC2705482/ /pubmed/19578654 http://dx.doi.org/10.1590/S1807-59322009000600005 Text en Copyright © 2009 Hospital das Clínicas da FMUSP
spellingShingle Clinical Science
Fossaluza, Victor
Diniz, Juliana Belo
de Bragança Pereira, Basilio
Miguel, Eurípedes Constantino
de Bragança Pereira, Carlos Alberto
Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial
title Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial
title_full Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial
title_fullStr Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial
title_full_unstemmed Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial
title_short Sequential Allocation to Balance Prognostic Factors in a Psychiatric Clinical Trial
title_sort sequential allocation to balance prognostic factors in a psychiatric clinical trial
topic Clinical Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2705482/
https://www.ncbi.nlm.nih.gov/pubmed/19578654
http://dx.doi.org/10.1590/S1807-59322009000600005
work_keys_str_mv AT fossaluzavictor sequentialallocationtobalanceprognosticfactorsinapsychiatricclinicaltrial
AT dinizjulianabelo sequentialallocationtobalanceprognosticfactorsinapsychiatricclinicaltrial
AT debragancapereirabasilio sequentialallocationtobalanceprognosticfactorsinapsychiatricclinicaltrial
AT migueleuripedesconstantino sequentialallocationtobalanceprognosticfactorsinapsychiatricclinicaltrial
AT debragancapereiracarlosalberto sequentialallocationtobalanceprognosticfactorsinapsychiatricclinicaltrial