Evidence map›Paper›PMID 39913301›Full record

ArticleMolecular biology of the cell2025

The adoption of the braided river model toward an inclusive STEM workforce for all.

Aixa Alemán-Díaz, Sakib Hussen, Abdul Siam, Candice M Etson, Robin McC Greenler, Taylor Lightner, Semarhy Quiñones-Soto, Simone B Soso, Verónica A Segarra

Abstract readEditorial
In one paragraph

Article in Molecular biology of the cell, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Aixa Alemán-DíazLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.
Sakib HussenLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.
Abdul SiamLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.
Candice M EtsonLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.
Robin McC GreenlerLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.
Taylor LightnerLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.
Semarhy Quiñones-SotoDepartment of Biological Sciences, California State University, Sacramento, Sacramento, CA 95819.
Simone B SosoLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.
Verónica A SegarraLeveraging, Enhancing, and Developing Biology (LED-BIO) Research Coordination Network, Baltimore, MD 21204.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite decades of interventions aiming to transform the science, technology, engineering, and mathematics (STEM) workforce to be more inclusive and diverse, little progress has been made in creating long-lasting, sustainable change. For a long period of time, the STEM workforce has been described as a leaky pipeline. While there has been some utility to thinking about the STEM workforce in this way, in this article, we discuss how characterizing the STEM workforce as a leaky pipeline can impede the design of innovative interventions that contribute to sustainable change toward a more inclusive scientific enterprise. As an alternative, we join others in proposing the braided river ecosystem model, related social sciences and career development theories as more inclusive ways to think about the STEM workforce and how a target group or an individual navigates their career choices and development as a scientist. New models and paradigms to understand the STEM workforce and individuals' careers in science may open the door to finding novel strategies to make careers in STEM accessible to all. We present case studies demonstrating the practical applications of these inclusive models.

Indexed as

EngineeringMathematicsScienceTechnologyCareer ChoiceHumansWorkforce

Identifiers

PMID39913301
PMCPMC11974965

What OpenQuestion holds

Textmetadata
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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.