Evidence map›Paper›PMID 41025121›Full record

ArticleQuality & quantity2025

Education researchers' beliefs and barriers towards data sharing.

Jessica A R Logan, Allyson L Hayward, Lexi E Swanz, Ayse Busra Ceviren

Abstract read
In one paragraph

Article in Quality & quantity, 2025. 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

4 authors.

Jessica A R LoganVanderbilt University, 110 Magnolia Circle 302B, Nashville, TN 37212 USA.ORCID 0000-0003-3113-4346
Allyson L HaywardVanderbilt University, 110 Magnolia Circle 302B, Nashville, TN 37212 USA.ORCID 0009-0000-0891-6038
Lexi E SwanzVanderbilt University, 110 Magnolia Circle 302B, Nashville, TN 37212 USA.ORCID 0009-0000-2758-012X
Ayse Busra CevirenThe Ohio State University, Columbus, Ohio USA.ORCID 0000-0002-4139-3846

Funding

THE FLORIDA LONGITUDINAL STUDYP50HD052120 · NICHD · FLORIDA STATE UNIVERSITY · PI Nicole Sandi Patton-Terry · 2006 to 2026
$31.7M
Data Management for Data Sharing: A Short Course for Researchers in Children’s Learning and DevelopmentR25HD114368 · NICHD · VANDERBILT UNIVERSITY · PI Sara Ann Hart, Jessica Ann Logan · 2024 to 2026
$630k
NICHD NIH HHS P50 HD052120NICHD NIH HHS R25 HD114368
6 · The paper itself

Abstract

Data sharing is increasingly becoming a highly encouraged or required practice for any federally funded research projects. However, the uptake of these practices in education science has been minimal. Research suggests that many researchers believe data sharing should be practiced always or often, but also suggests that many researchers rarely practice data sharing. This disconnect indicates a general lack of understanding around data sharing and suggests there are salient barriers that prevent education researchers from engaging in the practice. This work examines (a) the prevalence of positive attitudes and perceived barriers to data sharing in a sample of education researchers, and (b) if there is a difference between the perceived barriers for researchers who have different levels of data sharing experience. Results suggest education researchers generally hold positive attitudes towards data sharing, with 70% of the sample agreeing that it benefits their career, increases citations, and is good for science. However, barriers such as concerns about IRB issues and the potential for misinterpretation of shared data were prevalent among respondents. Additionally, researchers with more experience sharing data were less likely to agree with these barriers compared to those with less or no sharing experience. Supplementary Information: The online version contains supplementary material available at 10.1007/s11135-025-02188-6.

Indexed as

Data sharingData sharing attitudesData sharing beliefsOpen science

Identifiers

PMID41025121
PMCPMC12476402

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.