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Sharing Begins at Home: How Continuous and Ubiquitous FAIRness Can Enhance Research Productivity and Data Reuse

PubMed(2022)10.1162/99608f92.44d21b86Source: DataRank Database

Sharing Begins at Home: How Continuous and Ubiquitous FAIRness Can Enhance Research Productivity and Data Reuse is a research paper published in PubMed (2022). On theSindex it has a DataRank of 1.2. It has been cited 30 times, with 21 citing works in its 1-hop citation network.

N/A

1.2DataRank · unranked

Scored on demand from live citation data

Open Access30 citations · 21 citing works in its network

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Cite:

Linked data & code

Sharing Begins at Home · arXiv

doi

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (5 grants)Impact (FWCI 12.42)OA: goldTopics (22)Linked Datasets (1)DataCite Reuse (1)IDs (PubMed, PMC, OpenAlex)Annotations (1)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
Linked datasets

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

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DataRank Breakdown

Base Score 42%Citation Network 58%

Base Score Contribution

0.515

From this paper's citation signal

Citation Network Contribution

0.717

From 16 citing papers with measurable signal

Learn more about DataRank methodology →

Top 5 citers driving the network score

Ranked by each citer's contribution to N(p) — log1p(C_q) divided by its reference count — out of 21 citers.

Cohort-based learning for microbiome research community standards
Nature Microbiology20237 citations10 referencesContributes 0.208
Changing the Culture on Data Management and Sharing: Getting Ready for the New NIH Data Sharing Policy
Harvard Data Science Review20228 citations14 referencesContributes 0.157
CALIFRAME: a proposed method of calibrating reporting guidelines with FAIR principles to foster reproducibility of AI research in medicine
JAMIA Open20245 citations24 referencesContributes 0.075
Delivering real-time multi-modal materials analysis with enterprise beamlines
Cell Reports Physical Science20226 citations31 referencesContributes 0.063
Exchanging words: Engaging the challenges of sharing qualitative research data
Proceedings of the National Academy of Sciences202319 citations55 referencesContributes 0.054

Authors (4)

Ian Foster ORCID,Scott E. Fraser ORCID,Carl Kesselman ORCID,William P. Dempsey ORCID

Live enrichment

PubMed:36035065 PMC:PMC9410569 OpenAlex:https://openalex.org/W4288052974

NIMH NIH HHS

Grant: R01 MH107238

NCI NIH HHS

Grant: U24 CA209996

NINDS NIH HHS

Grant: UF1 NS122082

NIH HHS

Grant: OT3 OD025458

NIDCR NIH HHS

Grant: U01 DE028729

FWCI

12.42

Citation Percentile

1.0%

Citation Trend

2022

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://hdsr.mitpress.mit.edu/pub/qjpg8oik/download/pdf

publisherhttps://hdsr.mitpress.mit.edu/pub/qjpg8oik/download/pdf

journalhttps://doi.org/10.1162/99608f92.44d21b86

repositoryhttps://pubmed.ncbi.nlm.nih.gov/36035065

repositoryhttps://doaj.org/article/2e9cbc9f170047a5863963c641aa6b10

Fields of Study

Scientific Computing and Data ManagementResearch Data Management PracticesCell Image Analysis Techniques

Keywords

Computer scienceData sharingInteroperabilityMetadataReuseData qualityData scienceIdentifierData curationSchema (genetic algorithms)Asset (computer security)Knowledge managementWorld Wide WebComputer securityService (business)BusinessReproducibilityFairnessdata management

Sustainable Development Goals

SDG 0: Decent work and economic growth

Sharing Begins at Home

10.48550/arxiv.2201.06564arXiv