The Reporting and Methodological Recommendations for Observational Studies Estimating the Effects of Deprescribing Medications (REMROSE-D) ISPE-Endorsed Guidance

Kaleen N. Hayes, Joshua D. Niznik, Danijela Gnjidic, Frank Moriarty, Dimitri Bennett, Marie Laure Laroche, Denis Talbot, Matthew Alcusky, Maurizio Sessa, Antoinette B. Coe, Caroline Sirois, Andrew R. Zullo, Xiaojuan Li, Sri Harsha Chalasani, Jehath Syed, Mouna Sawan, Daniela C. Moga

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: Pharmacoepidemiologic studies on deprescribing are challenging to implement, yet little guidance exists on methods to avoid bias and minimum reporting for replicability and appraisal. We developed consensus recommendations for the methods and reporting of observational studies that aim to examine the effects of deprescribing. Methods: We formed candidate recommendations based on our prior systematic review that methodologically appraised observational studies on deprescribing. We then conducted a two-round modified Delphi process with researchers working in deprescribing pharmacoepidemiology to refine, select, and reach consensus on recommendations for a checklist based on > 70% agreement of their importance. We termed this list the REMROSE-D (Reporting and Methodological Recommendations for Observational Studies estimating the Effects of Deprescribing medications) guidance. Results: Twenty-three candidate recommendations were presented to the Delphi panel. The round 1 survey was completed by 55 participants, and 18 of the 23 candidate recommendations were selected for inclusion. Five candidate recommendations without consensus plus two additional items suggested by participants were included in a round 2 survey of 25 deprescribing researchers. Five of these seven items garnered consensus for inclusion, and two were excluded. The final REMROSE-D guidance contains 23 recommendations for the methods and reporting of observational research on deprescribing. Conclusion: To ensure rigor and reproducibility in observational studies of the effects of deprescribing, the REMROSE-D guidance provides recommendations for important reporting and methods considerations, including time zero, precise definitions of deprescribing, addressing confounding by indication, and careful consideration of follow-up to avoid immortal time bias.

Original languageEnglish
Article numbere70255
JournalPharmacoepidemiology and Drug Safety
Volume34
Issue number11
DOIs
StatePublished - Nov 2025

Bibliographical note

Publisher Copyright:
© 2025 The Author(s). Pharmacoepidemiology and Drug Safety published by John Wiley & Sons Ltd.

Funding

Funding: This work was funded through a manuscript grant from the International Society for Pharmacoepidemiology (ISPE) to Drs Kaleen Hayes and Joshua Niznik on behalf of members of the ISPE Geriatrics and Comparative Effectiveness Research Special Interest Groups. K.N.H. was supported, in part, for this work through awards from the National Institute on Aging (NIA; RF1AG089541, RF1AG087210, and R01AG078759). This work was funded through a manuscript grant from the International Society for Pharmacoepidemiology (ISPE) to Drs Kaleen Hayes and Joshua Niznik on behalf of members of the ISPE Geriatrics and Comparative Effectiveness Research Special Interest Groups. K.N.H. was supported, in part, for this work through awards from the National Institute on Aging (NIA; RF1AG089541, RF1AG087210, and R01AG078759). This article was endorsed by ISPE and was made available for public commentary to the ISPE membership before submission. K.N.H. has received grant funding paid directly to Brown University for investigator‐initiated research from Sanofi, Genentech, and GlaxoSmithKline for research on influenza vaccination in nursing homes, influenza outbreak control, and shingles vaccination in nursing homes, respectively. D.B. is an employee of Takeda. X.L. has received support via funding from the NIH/NIA (K01AG073651). A.B.C. has received support via funding from the NIH/NIA (K08AG071856). D.T. was supported by a research career award from the Fonds de recherche du Québec–Santé. All other authors declare no conflicts of interest. This work was funded through a manuscript grant from the International Society for Pharmacoepidemiology (ISPE) to Drs Kaleen Hayes and Joshua Niznik on behalf of members of the ISPE Geriatrics and Comparative Effectiveness Research Special Interest Groups. K.N.H. was supported, in part, for this work through awards from the National Institute on Aging (NIA; RF1AG089541, RF1AG087210, and R01AG078759). Funding: This work was funded through a manuscript grant from the International Society for Pharmacoepidemiology (ISPE) to Drs Kaleen Hayes and Joshua Niznik on behalf of members of the ISPE Geriatrics and Comparative Effectiveness Research Special Interest Groups. K.N.H. was supported, in part, for this work through awards from the National Institute on Aging (NIA; RF1AG089541, RF1AG087210, and R01AG078759). This article was endorsed by ISPE and was made available for public commentary to the ISPE membership before submission.

FundersFunder number
International Society for Pharmacoepidemiology
Sanofi
Fonds de Recherche du Québec-Santé
Genentech Incorporated
NIH
ISPE Geriatrics and Comparative Effectiveness Research Special Interest Groups
GlaxoSmithKline
NIAK08AG071856, K01AG073651
National Institute on AgingR01AG078759, RF1AG087210, RF1AG089541

    Keywords

    • comparative effectiveness research
    • deprescribing
    • epidemiologic methods
    • geriatrics
    • inappropriate prescribing
    • pharmacoepidemiology
    • polypharmacy
    • real-world evidence
    • research methodology
    • systematic review

    ASJC Scopus subject areas

    • Epidemiology
    • Pharmacology (medical)

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