Evidence map›Paper›PMID 39915520›Full record

ArticleScientific reports2025

The differential impacts of team diversity as variability versus atypicality on team effectiveness.

Neelam Modi, Alina Lungeanu, Leslie DeChurch, Noshir Contractor

Abstract read
In one paragraph

Article in Scientific reports, 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. Scaling laws for function diversity and specialization across socioeconomic and biological complex systems.Proceedings of the National Academy of Sciences of the United States of America · 2026
    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.

Neelam ModiDepartment of Industrial Engineering and Management Sciences, McCormick School of Engineering and Applied Science, Northwestern University, Technological Institute, 2145 Sheridan Road, Suite C210, Evanston, IL, 60208, USA. neelammodi@u.northwestern.edu.
Alina LungeanuDepartment of Communication Studies, College of Arts, Media and Design, Northeastern University, Boston, MA, USA.
Leslie DeChurchDepartment of Communication Studies, School of Communication, Northwestern University, Evanston, IL, USA.
Noshir ContractorDepartment of Industrial Engineering and Management Sciences, McCormick School of Engineering and Applied Science, Northwestern University, Technological Institute, 2145 Sheridan Road, Suite C210, Evanston, IL, 60208, USA.

Funding

SCISIPBIO: Understanding and Assembling Dream Teams to Conduct Clinical and Translational ScienceR01GM137410 · NIGMS · NORTHWESTERN UNIVERSITY · PI LUNGEANU, ALINA IONICA, WEBER, GRIFFIN M · 2020 to 2023
$907k
NIGMS NIH HHS R01 GM137410
6 · The paper itself

Abstract

Interest in team diversity initiatives has grown significantly over the past decade. Some initiatives focus on creating "highly variable" teams where members bring a wide range of attributes. Others prioritize "highly atypical" teams, where members contribute attributes underrepresented within the broader organization or field, regardless of variety. These two approaches entail markedly different assumptions about maximizing team diversity's benefits. Comparing short- and long-term outcomes provides important insights into cultivating and leveraging diverse teams. To do so, we examined the proposal submissions of all variable and atypical teams within a competitive seed grant program over six years. We assessed short-term performance based on funding outcomes following a three-stage review process and long-term viability based on team members' tendency to collaborate more in the future. Our findings demonstrate that diversity operates differently when conceptualized as variability versus atypicality. Specifically, while team variability often resulted in neutral or even negative short-term performance, it had a mixed effect on long-term viability. Conversely, while team atypicality had a mixed impact on short-term performance, it consistently enhanced long-term viability. These results underscore the distinctive value of nurturing highly atypical teams to promote lasting collaboration success and highlight the importance of aligning diversity cultivation strategies with organizations' short- and long-term goals.

Indexed as

Cooperative BehaviorCultural DiversityHumansDiversityPerformanceTeam compositionTeam effectivenessTeamsViability

Identifiers

PMID39915520
PMCPMC11802931

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.