Zhang, Qing;
Uwimpuhwe, Germaine;
Vallis, Dimitris;
Singh, Akansha;
Coolen-Maturi, Tahani;
Einbeck, Jochen;
(2024)
Elicitation of Priors for Intervention Effects in Educational Trial Data.
In: Einbeck, Jochen and Maeng, Hyeyoung and Ogundimu, Emmanuel and Perrakis, Konstantinos, (eds.)
Developments in Statistical Modelling.
(pp. pp. 28-33).
Springer: Cham, Switzerland.
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Abstract
Effect sizes for educational interventions are commonly small, and hence decisions to re-grant efficacy trials (small trials with homogeneous populations under idealized conditions) as effectiveness trials (larger trials with heterogeneous populations) are often based on limited evidence from the efficacy trial itself. However, supplementary evidence may be available on how (past) effectiveness trials with similar outcomes tend to perform. This work proposes a Bayesian approach of making use of such evidence for re-granting decisions.
| Type: | Proceedings paper |
|---|---|
| Title: | Elicitation of Priors for Intervention Effects in Educational Trial Data |
| Event: | International Workshop on Statistical Modelling: IWSM 2024 |
| ISBN-13: | 978-3-031-65722-1 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1007/978-3-031-65723-8_5 |
| Publisher version: | https://doi.org/10.1007/978-3-031-65723-8_5 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL GOS Institute of Child Health |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10209221 |
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