Patient-focused drug development methods for benefit-risk assessments: A case study using discrete choice experiment for antiepileptic drugs
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In: Clinical Pharmacology and Therapeutics, Vol. 105, No. 3, 03.2019, p. 672-683.
Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - Patient-focused drug development methods for benefit-risk assessments
T2 - A case study using discrete choice experiment for antiepileptic drugs
AU - Holmes, Emily A.F.
AU - Plumpton, Catrin
AU - Baker, Gus A.
AU - Jacoby, Ann
AU - Ring, Adele
AU - Williamson, Paula
AU - Marson, Anthony
AU - Hughes, Dyfrig A.
N1 - Funded by the National Institute for Health Research (NIHR), under its Research for Patient Benefit (RfPB) Programme (Grant Reference Number PB-PG-0909-20161). PW, AM, DAH are also supported by the Medical Research Council North West Hub for Trials Methodology Research (NWHTMR Reference number MR/K025635/1). AM is part-funded by NIHR Collaboration for Leadership in Applied Health Research and Care North West Coast (NIHR CLAHRC NWC); and DAH is a Health and Care Research Wales Senior Research Leader (SRL/15/029). © 2018 The Authors Clinical Pharmacology & Therapeutics published by Wiley Periodicals, Inc. on behalf of American Society for Clinical Pharmacology and Therapeutics.
PY - 2019/3
Y1 - 2019/3
N2 - Regulatory decisions may be enhanced by incorporating patient preferences for drug benefit and harms. This study demonstrates a method of weighting clinical evidence by patients' benefit-risk preferences. Preference weights, derived from discrete choice experiments, were applied to clinical trial data to estimate the expected utility of alternative drugs. In a case study, the rank ordering of antiepileptic drugs (AEDs), as indicated from clinical studies, was compared with ordering based on weighting clinical evidence by patients' preferences. A statistically significant change in rank ordering of AEDs was observed for women of childbearing potential who were prescribed monotherapy for generalized or unclassified epilepsy. Rank ordering inferred from trial data, valproate > topiramate > lamotrigine, was reversed. Modeling the expected utility of drugs might address the need to use more systematic, methodologically sound approaches to collect patient input that can further inform regulatory decision making.
AB - Regulatory decisions may be enhanced by incorporating patient preferences for drug benefit and harms. This study demonstrates a method of weighting clinical evidence by patients' benefit-risk preferences. Preference weights, derived from discrete choice experiments, were applied to clinical trial data to estimate the expected utility of alternative drugs. In a case study, the rank ordering of antiepileptic drugs (AEDs), as indicated from clinical studies, was compared with ordering based on weighting clinical evidence by patients' preferences. A statistically significant change in rank ordering of AEDs was observed for women of childbearing potential who were prescribed monotherapy for generalized or unclassified epilepsy. Rank ordering inferred from trial data, valproate > topiramate > lamotrigine, was reversed. Modeling the expected utility of drugs might address the need to use more systematic, methodologically sound approaches to collect patient input that can further inform regulatory decision making.
KW - Adolescent
KW - Adult
KW - Aged
KW - Anticonvulsants/administration & dosage
KW - Drug Development/methods
KW - Female
KW - Focus Groups/methods
KW - Humans
KW - Male
KW - Middle Aged
KW - Patient-Centered Care/methods
KW - Qualitative Research
KW - Risk Assessment/methods
KW - Seizures/drug therapy
KW - Young Adult
U2 - 10.1002/cpt.1231
DO - 10.1002/cpt.1231
M3 - Article
C2 - 30204252
VL - 105
SP - 672
EP - 683
JO - Clinical Pharmacology and Therapeutics
JF - Clinical Pharmacology and Therapeutics
SN - 0009-9236
IS - 3
ER -