Evidence map›Paper›PMID 40033134›Full record

ArticleNature human behaviour2025

Academic mentees thrive in big groups, but survive in small groups.

Yanmeng Xing, Yifang Ma, Ying Fan, Roberta Sinatra, An Zeng

Abstract read
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In one paragraph

Article in Nature human behaviour, 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

5 authors.

Yanmeng XingSchool of Systems Science, Beijing Normal University, Beijing, P.R. China.ORCID http://orcid.org/0000-0001-8466-9948
Yifang MaDepartment of Statistics and Data Science, Southern University of Science and Technology, Shenzhen, Guangdong, China.ORCID http://orcid.org/0000-0003-0326-7993
Ying FanSchool of Systems Science, Beijing Normal University, Beijing, P.R. China.
Roberta SinatraNetworks, Data, and Society (NERDS) Research Group, IT University of Copenhagen, Copenhagen, Denmark. robertasinatra@sodas.ku.dk.
An ZengSchool of Systems Science, Beijing Normal University, Beijing, P.R. China. anzeng@bnu.edu.cn.ORCID http://orcid.org/0000-0003-1215-2311

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mentoring is a key component of scientific achievements, contributing to overall measures of career success for mentees and mentors. Within the scientific community, possessing a large research group is often perceived as an indicator of exceptional mentorship and high-quality research. However, such large, competitive groups may also escalate dropout rates, particularly among early-career researchers. Overly high dropout rates of young researchers may lead to severe postdoc shortage and loss of top-tier academics in contemporary academia. In this context, we collect longitudinal genealogical data on mentor-mentee relations and their publications, and analyse the influence of a mentor's group size on the future academic longevity and performance of their mentees. Our findings indicate that mentees trained in larger groups tend to exhibit superior academic performance compared with those from smaller groups, provided they remain in academia post graduation. However, we also observe two surprising patterns: academic survival rate is significantly lower for (1) mentees from larger groups and for (2) mentees with more productive mentors. The trend is verified in institutions of different prestige levels. These findings highlight a negative correlation between a mentor's success and the academic survival rate of their mentees, prompting a rethinking of effective mentorship and offering actionable insights for career advancement.

Indexed as

Academic PerformanceAcademic SuccessMentoringMentorsResearch PersonnelFemaleHumansLongitudinal StudiesMale

Identifiers

PMID40033134

What OpenQuestion holds

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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.