ArticleHealth science reports2023
Stakeholders' expectations of precision medicine: A qualitative study to identify areas of (mis)alignment.
Article in Health science reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it, 4 citations in OpenAlex.
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- Implementing Personalized Cancer Medicine: Insights from a Qualitative Interview Study.Journal of personalized medicine · 2025Article
- Stakeholders' expectations of precision medicine: A qualitative study to identify areas of (mis)alignment.Health science reports · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background and Aims: To sustainably address challenges in implementing precision medicine (PM), coordinated efforts of different stakeholders are required. Understanding their expectations represents a first key step toward aligning on future actions and strategies. Here, we aimed to explore the expectations of different stakeholders from themselves and each other regarding PM. Methods: This collaborative qualitative study was initiated by the global multistakeholder consortium From Testing to Targeted Treatments (FT3). Structured interviews were conducted with participants from five stakeholder groups: patients/patient advocates, healthcare providers (HCPs), researchers, policymakers/regulators/payers and industry representatives. A broad reach across geography, roles, experiences, and disease areas was sought. Results were analyzed by grounded theory methodology. Results: All stakeholders stated that optimal implementation of PM can only be achieved through collaboration; industry representatives were the biggest promoters of collaboration. Stakeholders agreed that PM should be implemented focusing on the patient's best interest; HCPs were seen as important gatekeepers for PM by interacting directly with patients, and policymakers/payers were perceived as the most important drivers of access to PM. Areas of misalignment included the role of industry in clinical trial design and in access to PM (perceived as important by patients, HCPs and policymakers but not by industry representatives), and the stakeholders responsible for elaborating guidelines on PM use (patients indicated policymakers, while researchers indicated themselves). Priorities for optimal PM implementation and suggested actions included the need for enhancing high-level policy focus, improving genomic literacy, optimizing the health technology assessment for PM, advocating for equitable access, promoting collaboration between industry and other stakeholder groups and development of reliable research standards. Conclusion: Stakeholder expectations revealed in this study suggested that no stakeholder group can drive change on its own; a global, multistakeholder collaborative approach that brings together current programs and best practices to support universal access to PM is needed.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.