Evidence map›Paper›PMID 26209436›Full record

ReviewJournal of the American Medical Informatics Association : JAMIA2016

Use of data mining at the Food and Drug Administration.

Hesha J Duggirala, Joseph M Tonning, Ella Smith, Roselie A Bright, John D Baker, Robert Ball, Carlos Bell, Susan J Bright-Ponte, Taxiarchis Botsis, Khaled Bouri and 20 more

Open access · hybridAbstract readReview
In one paragraph

Review in Journal of the American Medical Informatics Association : JAMIA, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
76citing papers in PubMed, 3 pooled it
4.9field-weighted citation impact, top 5% of its field
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

76 citing papers in PubMed, 3 syntheses or guidelines pooled it, 143 citations in OpenAlex.

  1. Pooled it
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  4. Article
  5. Exploring the impacts of type 2 diabetes and metformin use on Parkinson's disease: Mendelian randomization analysis and a national cohort study.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026
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16 more citing papers are in PubMed but not listed here.

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

30 authors at 7 institutions in 2 countries.

Hesha J DuggiralaCenter for Veterinary Medicine, FDA Hesha.Duggirala@fda.hhs.gov.
Joseph M TonningCenter for Drug Evaluation and Research, FDA.
Ella SmithCenter for Food Safety and Applied Nutrition, FDA.
Roselie A BrightOffice of the Commissioner, FDA.
John D BakerCenter for Veterinary Medicine, FDA.
Robert BallCenter for Biologics Evaluation and Research, FDA.
Carlos BellCenter for Drug Evaluation and Research, FDA.
Susan J Bright-PonteCenter for Veterinary Medicine, FDA.
Taxiarchis BotsisCenter for Biologics Evaluation and Research, FDA.
Khaled BouriOffice of the Commissioner, FDA.
Marc BoyerCenter for Food Safety and Applied Nutrition, FDA.
Keith BurkhartCenter for Drug Evaluation and Research, FDA.
G Steven CondreyOffice of Regulatory Affairs, FDA.
James J ChenNational Center for Toxicological Research, FDA.
Stuart ChirtelCenter for Food Safety and Applied Nutrition, FDA.
Ross W FiliceOffice of the Commissioner, FDA.
Henry FrancisCenter for Drug Evaluation and Research, FDA.
Hongying JiangCenter for Devices and Radiological Health, FDA.
Jonathan LevineOffice of the Commissioner, FDA.
David MartinCenter for Biologics Evaluation and Research, FDA.
Taiye OladipoCenter for Food Safety and Applied Nutrition, FDA.
Rene O'NeillCenter for Devices and Radiological Health, FDA.
Lee Anne M PalmerCenter for Veterinary Medicine, FDA.
Antonio ParedesCenter for Tobacco Products, FDA.
George RochesterCenter for Tobacco Products, FDA.
Deborah SholtesCenter for Tobacco Products, FDA.
Ana SzarfmanCenter for Drug Evaluation and Research, FDA.
Hui-Lee WongCenter for Devices and Radiological Health, FDA.
Zhiheng XuCenter for Devices and Radiological Health, FDA.
Taha Kass-HoutOffice of the Commissioner, FDA.
Center for Drug Evaluation and Research · USThe Research Council · OMCenter for Devices and Radiological Health · USCenter for Food Safety and Applied Nutrition · USCenter for Veterinary Medicine · USCenter for Biologics Evaluation and Research · USNational Center for Toxicological Research · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis article summarizes past and current data mining activities at the United States Food and Drug Administration (FDA). TARGET AUDIENCE: We address data miners in all sectors, anyone interested in the safety of products regulated by the FDA (predominantly medical products, food, veterinary products and nutrition, and tobacco products), and those interested in FDA activities. SCOPE: Topics include routine and developmental data mining activities, short descriptions of mined FDA data, advantages and challenges of data mining at the FDA, and future directions of data mining at the FDA.

Indexed as

Data MiningProduct Surveillance, PostmarketingUnited States Food and Drug AdministrationPharmacovigilanceUnited Statesdata miningdisproportionality analysispharmacovigilance

Identifiers

PMID26209436
PMCPMC11740535
OpenAlexW980260691

What OpenQuestion holds

Textmetadata
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.