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...
Autores principales: | , , , , |
---|---|
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 |