Evidence map›Paper›PMID 41522669›Full record

ArticleO&G open2026

The Promise, Pitfalls, and Practicalities of Precision Education in Obstetrics and Gynecology.

Laura Baecher-Lind, Alyssa Stephenson-Famy, Katherine T Chen, Angela Fleming, Christine Kim, Silka Patel, Jonathan Schaffir, Shireen Madani Sims, Tammy Sonn, Jill M Sutton and 1 more

Abstract read
In one paragraph

Article in O&G open, 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

11 authors.

Laura Baecher-LindTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.ORCID https://orcid.org/0009-0001-3866-8095
Alyssa Stephenson-FamyTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Katherine T ChenTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Angela FlemingTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Christine KimTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Silka PatelTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Jonathan SchaffirTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Shireen Madani SimsTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Tammy SonnTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Jill M SuttonTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.
Hedwige Saint LouisTufts School of Medicine, Boston, Massachusetts; Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington; Icahn School of Medicine at Mount Sinai, New York, New York; Department of Obstetrics and Gynecology, Corewell Health, Farmington Hills, Michigan; Department of Obstetrics and Gynecology at the University of California, Irvine, California; Department of Gynecology and Obstetrics, Johns Hopkins School of Medicine, Baltimore, Maryland; Department of Obstetrics and Gynecology, Wexner Medical Center, The Ohio State University, Columbus, Ohio; Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida; Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri; Department of Obstetrics and Gynecology, ECU Brody School of Medicine, ECU Health Medical Center, Greenville, North Carolina; and Department of Obstetrics and Gynecology, Morehouse School of Medicine, Atlanta, Georgia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precision education is a relatively new concept in medical education that incorporates elements of community-centered practice, continuous quality improvement, and competency-based medical education and is fueled by frequent, reliable, unbiased data on learner performance. Precision education has been described as "the next era of medical education." However, the concept of precision education remains unfamiliar to many physicians, and the cost and expertise associated with precision education pose a substantial barrier to its adoption. This review aims to support educators and leaders in obstetrics and gynecology to better understand precision education and to provide practical, cost-effective precision education strategies that can be implemented into obstetrics and gynecology clinical education programs.

Identifiers

PMID41522669
PMCPMC12788889

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