Evidence map›Paper›PMID 40882182›Full record

ArticleJournal of medical Internet research2025

Integration of Environmental Data Into Electronic Health Records for Clinical and Public Health Decision Making: A Viewpoint on Expanding Development in the United States.

Zade Akras, Caleb Dresser, Henry Ashworth

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
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

3 authors.

Zade AkrasHarvard Medical School, Boston, MA, United States.ORCID 0000-0002-0693-1549
Caleb DresserHarvard Medical School, Boston, MA, United States.ORCID 0000-0002-2761-856X
Henry AshworthHikma Health, San Jose, CA, United States.ORCID 0000-0002-8989-8560

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unlabelled: Electronic health records are often extracted and combined with environmental data to conduct research or public health surveillance. However, to date, electronic health record systems do not integrate environmental data to aid real-time decision-making that could mitigate the health impacts of environmental hazards, including those related to climate change. Pursuing this goal requires enhancements to health record systems and modifications to the financial incentives driving health care innovation and delivery.

Indexed as

Decision MakingElectronic Health RecordsPublic HealthClimate ChangeHumansUnited Statesclimate changedigital healthelectronic medical recordsenvironmental healthsocial determinants of health

Identifiers

PMID40882182
PMCPMC12396774

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.