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Utilization of Adult Data in Designing Pediatric Pharmacokinetic Studies: How Much Are Historical Adult Data Worth?
- Source :
- The Journal of Clinical Pharmacology. 59:989-996
- Publication Year :
- 2019
- Publisher :
- Wiley, 2019.
-
Abstract
- In pediatric drug development, large amounts of adult data are often available before the start of a pediatric study. It is believed that borrowing this information will improve the efficiency. However, when adult information is not sufficiently similar to that of pediatrics, incorporating adult data will introduce bias and consequently result in efficiency loss. A Bayesian alternative-namely, commensurate prior approach where the level of information borrowing is based on the concordance of adult and pediatric data-was investigated. Simulation results indicate that the commensurate prior approach, in general, provides a balanced and robust trade-off between bias and efficiency gain. The benefit of this approach was quantified in terms of sample size savings, and recommended sample sizes are provided.
- Subjects :
- Adult
Pharmacology
Clinical Trials as Topic
Models, Statistical
Computer science
Concordance
Bayesian probability
Bayes Theorem
Pediatrics
030226 pharmacology & pharmacy
Pediatric drug
03 medical and health sciences
0302 clinical medicine
Research Design
Sample size determination
Sample Size
030220 oncology & carcinogenesis
Statistics
Humans
Pharmacokinetics
Pharmacology (medical)
Child
Subjects
Details
- ISSN :
- 00912700
- Volume :
- 59
- Database :
- OpenAIRE
- Journal :
- The Journal of Clinical Pharmacology
- Accession number :
- edsair.doi.dedup.....2868fe804289e026b19d77fdfa1590bb