Evidence map›Paper›PMID 42909733›Full record

ReviewAnnals of biomedical engineering2026

A Framework for Women's Health Engineering Education: Pedagogical Foundations and Practical Implementation.

Brianne K Connizzo, Shannon D Barker, Juan Gnecco, Carolyn L Bayer, Christine M O'Brien, Michelle L Oyen

Abstract readReview
PubMed Publisher
In one paragraph

Review in Annals of biomedical engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Brianne K ConnizzoDepartment of Biomedical Engineering, Boston University, 44 Cummington Mall, ERB 403, Boston, MA, 02215, USA. connizzo@bu.edu.ORCID http://orcid.org/0000-0002-7818-0537
Shannon D BarkerDepartment of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA.
Juan GneccoDepartment of Biomedical Engineering, Tufts University, Medford, MA, USA.
Carolyn L BayerDepartment of Biomedical Engineering, Tulane University, New Orleans, LA, USA.
Christine M O'BrienDepartment of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA.
Michelle L OyenDepartment of Biomedical Engineering, Wayne State University, Detroit, MI, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Women represent more than half the U.S. workforce, yet women's health research and education remain systematically underprioritized, hindering technological innovation in this domain. Recent policy initiatives have elevated the profile of women's health and created urgency for engineering education to align with this shift. Despite growing recognition that advanced engineering approaches are essential to address sex-specific diseases and physiological differences, most biomedical engineering students graduate without exposure to women's health as a thematic focus or to the clinical problems and existing solutions in this space. To address this gap, we present a best practices guide based on six independently designed women's health engineering courses. Drawing on pedagogical literature and collective teaching experience, we document core elements and provide practical frameworks for both standalone women's health courses and integration into existing biomedical engineering curricula. This work is designed to lower the barrier for action, such that institutions can implement women's health engineering education scaled to their capacity and constraints. By training engineers to recognize and address systematic gaps in women's health engineering, we prepare them to build the life-changing technologies that women have long been waiting for.

Indexed as

Active learningBiomedical engineering educationHuman-centered designInclusive designReproductive healthSex differencesWomen’s health engineering

Identifiers

PMID42909733

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.