Evidence map›Paper›PMID 40716002›Full record

ArticleTherapeutic innovation & regulatory science2025

Optimizing Biomedical Health Efficiency: Unlocking the Full Potential of Life Science Innovation Through System Design.

Gigi Hirsch, Sharon E Phares, Jane Barlow, Murray Aitken, Mark Cziraky, Gregory Daniel, Chester Good, Annie Kennedy

Abstract read
In one paragraph

Article in Therapeutic innovation & regulatory science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. System changes to empower primary care in Alzheimer's disease detection and care.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Gigi HirschTufts Medical Center, Institute for Clinical Research and Health Policy Studies, Center for Biomedical System Design & NEWDIGS, Tufts Medical Center, Center for Biomedical System Design & NEWDIGS, Boston, USA.
Sharon E PharesTufts Medical Center, Institute for Clinical Research and Health Policy Studies, Center for Biomedical System Design & NEWDIGS, Tufts Medical Center, Center for Biomedical System Design & NEWDIGS, Boston, USA. Sharon.phares@tuftsmedicine.org.
Jane BarlowReal Endpoints, Florham Park, USA.
Murray AitkenIQVIA (United States), Durham, USA.
Mark CzirakyCarelon Research, Wilmington, USA.
Gregory DanielEli Lilly and Company, Indianapolis, USA.
Chester GoodUPMC Health Plan, Pittsburgh, USA.
Annie KennedyEveryLife Foundation for Rare Diseases, Washington, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Major advances in biomedical science have transformed healthcare. However, system barriers to the appropriate, timely, and equitable use of biomedical innovations have led to slow and inconsistent adoption, limiting and delaying our ability to leverage their full potential to improve health. System barriers include inconsistent coverage, imperfect information systems for decision making and real word evidence, policy constraints, system capacity, social influences on health, and infrastructure gaps.We propose the development of an open access dynamic design "engine" to align biomedical and health system innovation. This engine will include coordinated collaborative design processes, frameworks, and tools, developed with input from all stakeholders, and centered around two critical, interdependent capabilities: (1) system design and (2) impact measurement. These capabilities will build capacity for efficient, model-driven design and implementation planning of sustainable, patient centered system innovations.The stakes are high for both the clinical promise of transformational products and their budget impact. Our current healthcare system is not ready to maximize benefit from transformational science and emerging biomedical innovations. We need to help the healthcare system catch up with the science.

Indexed as

Biological Science DisciplinesDelivery of Health CareHumansBiomedical innovationCollaborative designHealthcare systemHealth efficiencyMetricsSystem design

Identifiers

PMID40716002
PMCPMC12579706

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.