Analysis of scientific paper retractions due to data problems: Revealing challenges and countermeasures in data management

Institutions, publishers, and journals should adopt image-screening tools, enforce data deposition, standardize retraction notices, provide ethics training, and strengthen peer review to address these data problems, guiding better data management and healthier scientific development.

Authors

Institutions

Publication Details

Journal
Accountability in Research
Published
2025-07-20
DOI
https://doi.org/10.1080/08989621.2025.2531987
Citations
1
Primary Topic
Academic integrity and plagiarism
Type
article
Field-Weighted Citation Impact
2.37
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of scientific paper retractions due to data problems: Revealing challenges and countermeasures in data management

Guochen Yan, Qing Qian, Sizhu Wu, Zhenli Chen et al.
1 citations
Accountability in Research
Academic integrity and plagiarism
2.37
article

Analysis of scientific paper retractions due to data problems: Revealing challenges and countermeasures in data management

Guochen Yan, Qing Qian, Sizhu Wu, Zhenli Chen, Jingyu Zhang, Wanfei Hu
article en
1 citations

Abstract

Institutions, publishers, and journals should adopt image-screening tools, enforce data deposition, standardize retraction notices, provide ethics training, and strengthen peer review to address these data problems, guiding better data management and healthier scientific development.

Accountability in ResearchVol. 33(4)
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Peking Union Medical College Hospital (CN)
Climate action
Openalex Percentile: Top 10%
Academic integrity and plagiarism
2.37
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.