Evidence map›Paper›PMID 39074264›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Slow convergence: Career impediments to interdisciplinary biomedical research.

Enrico Berkes, Monica Marion, Staša Milojević, Bruce A Weinberg

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Unique Challenges of Multidisciplinary Clinical Science: Perspectives from a Multidisciplinary Team.Clinical psychological science : a journal of the Association for Psychological Science · 2026
    Article
  2. Article
  3. Review
  4. [Research on interdisciplinary issues of artificial intelligence medical devices].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2025
    Review
  5. Evaluating interdisciplinary research: Disparate outcomes for topic and knowledge base.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  6. Slow convergence: Career impediments to interdisciplinary biomedical research.Proceedings of the National Academy of Sciences of the United States of America · 2024
    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

4 authors.

Enrico Berkes *Department of Economics, The University of Maryland Baltimore County, Baltimore, MD 21250.ORCID 0000-0001-5117-9918
Monica Marion *Center for Complex Networks and Systems Research, Luddy School of Informatics, Computing, and Engineering, Department of Informatics, Indiana University, Bloomington, IN 47401.ORCID 0009-0006-5115-1361
Staša Milojević *Center for Complex Networks and Systems Research, Luddy School of Informatics, Computing, and Engineering, Department of Informatics, Indiana University, Bloomington, IN 47401.
Bruce A Weinberg *Department of Economics, The Ohio State University, Columbus, OH 43210.ORCID 0000-0001-8856-1803

Funding

LIFE CYCLE EVENTS, PRODUCTIVITY, AND SCIENTIFIC IMPACTP01AG039347 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI BHATTACHARYA, JAY · 2013 to 2018
$5.4M
Invisible Collaborators: Underrepresentation, Research Networks, and Outcomes of Biomedical Researchers R01GM140281 · NIGMS · OHIO STATE UNIVERSITY · PI OWEN-SMITH, JASON DAVID, WEINBERG, BRUCE A · 2020 to 2023
$869k
DOD | USAF | AMC | Air Force Office of Scientific Research (AFOSR) FA9550-19-1-0391HHS | NIH | National Institute of General Medical Sciences (NIGMS) R01GM140281HHS | NIH | National Institute on Aging (NIA) P01AG039347HHS | NIH | Office of Behavioral and Social Sciences Research (BSSR) P01AG039347NIA NIH HHS P01 AG039347NIGMS NIH HHS R01 GM140281NSF (NSF) EHR DGE 1348691NSF (NSF) EHR DGE 1535399NSF (NSF) EHR DGE 1760544NSF (NSF) EHR DGE 2100234NSF (NSF) EHR DGE 2100235
6 · The paper itself

Abstract

Despite the long-standing calls for increased levels of interdisciplinary research as a way to address society's grand challenges, most science is still disciplinary. To understand the slow rate of convergence to more interdisciplinary research, we examine 154,021 researchers who received a PhD in a biomedical field between 1970 and 2013, measuring the interdisciplinarity of their articles using the disciplinary composition of references. We provide a range of evidence that interdisciplinary research is impactful, but that those who conduct it face early career impediments. The researchers who are initially the most interdisciplinary tend to stop publishing earlier in their careers-it takes about 8 y for half of the researchers in the top percentile in terms of initial interdisciplinarity to stop publishing, compared to more than 20 y for moderately interdisciplinary researchers (10th to 75th percentiles). Moreover, perhaps in response to career challenges, initially interdisciplinary researchers on average decrease their interdisciplinarity over time. These forces reduce the stock of interdisciplinary researchers who can train future cohorts. Indeed, new graduates tend to be less interdisciplinary than the stock of active researchers. We show that interdisciplinarity does increase over time despite these dampening forces because initially disciplinary researchers become more interdisciplinary as their careers progress.

Indexed as

Biomedical ResearchInterdisciplinary ResearchCareer ChoiceCareer MobilityHumansPublishingResearch Personnelinterdisciplinarityresearch careersresearch workforce

Identifiers

PMID39074264
PMCPMC11317606

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.