Academic Journal
Reweighting Randomized Controlled Trial Evidence to Better Reflect Real Life – A Case Study of the Innovative Medicines Initiative
| العنوان: | Reweighting Randomized Controlled Trial Evidence to Better Reflect Real Life – A Case Study of the Innovative Medicines Initiative |
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| المؤلفون: | Happich, Michael, Brnabic, Alan, Faries, Douglas, Abrams, Keith, Winfree, Katherine B., Girvan, Allicia, Jonsson, Pall, Johnston, Joseph, Belger, Mark |
| المساهمون: | Eli Lilly and Company, Seventh Framework Programme |
| المصدر: | Clinical Pharmacology & Therapeutics ; volume 108, issue 4, page 817-825 ; ISSN 0009-9236 1532-6535 |
| بيانات النشر: | Wiley |
| سنة النشر: | 2020 |
| المجموعة: | Wiley Online Library (Open Access Articles via Crossref) |
| الوصف: | Evidence from randomized controlled trials available for timely health technology assessments of new pharmacological treatments and regulatory decision making may not be generalizable to local patient populations, often resulting in decisions being made under uncertainty. In recent years, several reweighting approaches have been explored to address this important question of generalizability to a target population. We present a case study of the Innovative Medicines Initiative to illustrate the inverse propensity score reweighting methodology, which may allow us to estimate the expected treatment benefit if a clinical trial had been run in a broader real‐world target population. We learned that identifying treatment effect modifiers, understanding and managing differences between patient characteristic data sets, and balancing the closeness of trial and target patient populations with effective sample size are key to successfully using this methodology and potentially mitigating some of this uncertainty around local decision making. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| DOI: | 10.1002/cpt.1854 |
| الاتاحة: | http://dx.doi.org/10.1002/cpt.1854 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fcpt.1854 https://onlinelibrary.wiley.com/doi/pdf/10.1002/cpt.1854 https://onlinelibrary.wiley.com/doi/full-xml/10.1002/cpt.1854 https://ascpt.onlinelibrary.wiley.com/doi/pdf/10.1002/cpt.1854 |
| Rights: | http://creativecommons.org/licenses/by-nc/4.0/ |
| رقم الانضمام: | edsbas.F38F9815 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1002/cpt.1854 |
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