Authors’ Reply: Enhancing the Clinical Relevance of Al Research for Medication Decision-Making
Sarah E Vordenberg, Julianna Nichols, Vincent D Marshall, Kristie Rebecca Weir, Michael P Dorsch

Abstract
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TopicsPharmaceutical Practices and Patient Outcomes · Pharmaceutical studies and practices · Potassium and Related Disorders
We appreciate the insights regarding our manuscript, “Investigating Older Adults’ Perceptions of AI Tools for Medication Decisions: Vignette-Based Experimental Survey” [1], in the letter to the editor shared by Wang and Chen [2]. The letter emphasizes three key points: (1) older adults may encounter practical challenges with artificial intelligence tools, necessitating user testing and scenario simulations to enhance usability; (2) although our study considered demographic differences, it did not explore underlying cultural and socioeconomic factors, which calls for further research; (3) the complexity of real-world medication decision-making remains significant.
We acknowledge the limitations the correspondents highlight, particularly usability challenges for older adults and the need to examine underlying cultural and socioeconomic factors. Our vignette-based experiment served as an intentionally focused first step in understanding older adults’ interest in artificial intelligence–assisted medication decision support.
Wang and Chen [2] note that our previous work showed that medication decision-making is complex [3]. Indeed, various factors influence how patients make these decisions, including their attitudes, beliefs, and preferences regarding medications; the potential benefits and harms of the treatment under consideration; and contextual factors specific to the patient [4-6]. Our study’s experimental approach using vignettes, as indicated in the title, was selected to begin exploring this complex area in a controlled manner.
We agree that this initial study lays the foundation for future research that can tackle these important considerations through enhanced scenarios, user testing, and a more in-depth examination of sociocultural factors.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1Vordenberg SE Nichols J Marshall VD Weir KR Dorsch MP Investigating older adults' perceptions of AI tools for medication decisions: vignette-based experimental survey J Med Internet Res 2024121626 e 60794 10.2196/6079439680885 v 26i 1e 6079439680885 PMC 11686026 · doi ↗ · pubmed ↗
- 2Wang Q Chen M Enhancing the clinical relevance of Al research for medication decision-making J Med Internet Res 2025 e 010.2196/70657 PMC 1188800439964744 · doi ↗ · pubmed ↗
- 3Vordenberg SE Weir KR Jansen J Todd A Schoenborn N Scherer AM Harm and medication-type impact agreement with hypothetical deprescribing recommendations: a vignette-based experiment with older adults across four countries J Gen Intern Med 20230538614391448 10.1007/s 11606-022-07850-53637663610.1007/s 11606-022-07850-536376636 PMC 10160278 · doi ↗ · pubmed ↗
- 4Weir K Marshall V Vordenberg S Latent class analysis identifies four distinct patient deprescribing typologies among older adults in four countries Innov Aging 2025117 igaf 00210.1093/geroni/igaf 00240008009 PMC 11851471 · doi ↗ · pubmed ↗
- 5Vordenberg SE Ostaszewski K Marshall VD Zikmund-Fisher BJ Weir KR Effects of warning information at medication initiation on deprescribing intentions in older adults: a hypothetical vignette Patient Educ Couns 2025011013310865410.1016/j.pec.2025.10865439818128 S 0738-3991(25)00021-739818128 · doi ↗ · pubmed ↗
- 6Weir KR Vordenberg SE Scherer AM Jansen J Schoenborn N Todd A Exploring different contexts of statin deprescribing: a vignette-based experiment with older adults across four countries J Gen Intern Med 20240739917731776 10.1007/s 11606-024-08698-73851458210.1007/s 11606-024-08698-738514582 PMC 11254881 · doi ↗ · pubmed ↗
