Randomization and baseline transmission in vaccine field trials
- PMID: 17291359
- PMCID: PMC2870563
- DOI: 10.1017/S0950268806006716
Randomization and baseline transmission in vaccine field trials
Erratum in
- Epidemiol Infect. 2007 Aug;135(6):1055
Abstract
In randomized trials, the treatment assignment mechanism is independent of the outcome of interest and other covariates thought to be relevant in determining this outcome. It also allows, on average, for a balanced distribution of these covariates in the vaccine and placebo groups. Randomization, however, does not guarantee that the estimated effect is an unbiased estimate of the biological effect of interest. We show how exposure to infection can be a confounder even in randomized vaccine field trials. Based on a simple model of the biological efficacy of interest, we extend the arguments on comparability and collapsibility to examine the limits of randomization to control for unmeasured covariates. Estimates from randomized, placebo-controlled Phase III vaccine field trials that differ in baseline transmission are not comparable unless explicit control for baseline transmission is taken into account.
Similar articles
-
Efficiency of estimating vaccine efficacy for susceptibility and infectiousness: randomization by individual versus household.Biometrics. 1999 Sep;55(3):792-8. doi: 10.1111/j.0006-341x.1999.00792.x. Biometrics. 1999. PMID: 11315008
-
A randomized, double-blind, placebo-controlled phase III clinical trial to evaluate the efficacy and safety of SARS-CoV-2 vaccine (inactivated, Vero cell): a structured summary of a study protocol for a randomised controlled trial.Trials. 2021 Apr 13;22(1):276. doi: 10.1186/s13063-021-05180-1. Trials. 2021. PMID: 33849629 Free PMC article.
-
"Spatial heterogeneity of environmental risk in randomized prevention trials: consequences and modeling".BMC Med Res Methodol. 2019 Jul 15;19(1):149. doi: 10.1186/s12874-019-0759-z. BMC Med Res Methodol. 2019. PMID: 31307393 Free PMC article.
-
A Deferred-Vaccination Design to Assess Durability of COVID-19 Vaccine Effect After the Placebo Group Is Vaccinated.Ann Intern Med. 2021 Aug;174(8):1118-1125. doi: 10.7326/M20-8149. Epub 2021 Apr 13. Ann Intern Med. 2021. PMID: 33844575 Free PMC article.
-
Vaccine trials.Mol Biotechnol. 2001 Jan;17(1):43-58. doi: 10.1385/MB:17:1:43. Mol Biotechnol. 2001. PMID: 11280930 Review.
Cited by
-
Quantifying protocols for safe school activities.PLoS One. 2022 Sep 14;17(9):e0273425. doi: 10.1371/journal.pone.0273425. eCollection 2022. PLoS One. 2022. PMID: 36103508 Free PMC article.
-
Measuring vaccine effectiveness from limited public health datasets: Framework and estimates from India's second COVID wave.Sci Adv. 2022 May 6;8(18):eabn4274. doi: 10.1126/sciadv.abn4274. Epub 2022 May 6. Sci Adv. 2022. PMID: 35522748 Free PMC article.
-
Evaluating strategies to improve rotavirus vaccine impact during the second year of life in Malawi.Sci Transl Med. 2019 Aug 14;11(505):eaav6419. doi: 10.1126/scitranslmed.aav6419. Sci Transl Med. 2019. PMID: 31413144 Free PMC article.
-
Spillover effects in epidemiology: parameters, study designs and methodological considerations.Int J Epidemiol. 2018 Feb 1;47(1):332-347. doi: 10.1093/ije/dyx201. Int J Epidemiol. 2018. PMID: 29106568 Free PMC article.
-
Causal Vaccine Effects on Binary Postinfection Outcomes.J Am Stat Assoc. 2006 Mar;101(473):51-64. doi: 10.1198/016214505000000970. J Am Stat Assoc. 2006. PMID: 19096723 Free PMC article.
References
-
- Smith PG, Morrow RH. Methods for Field Trials of Interventions Against Tropical Diseases: A Toolbox. Oxford: Oxford University Press; 1991.
-
- Efron B. Forcing a sequential experiment to be balanced. Biometrika. 1971;58:403–417.
-
- Greenland S, Robins JM. Identifiability, exchangeability, and epidemiologic confounding. International Journal of Epidemiology. 1986;15:412–418. - PubMed
-
- Greenland S. Interpretation and choice of effect measures in epidemiologic analyses. American Journal of Epidemiology. 1987;125:761–768. - PubMed
-
- Gail MH, Moolgavkar SH, Prentice RL. Modern Statistical Methods. New York: Wiley; 1986. Adjusting for covariates that have the same distribution in exposed and unexposed cohorts; pp. 3–18. , pp.
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Medical