Evidence map›Paper›PMID 42688673›Full record

ArticleHealth affairs scholar2026

Primary care, weather, and the missed opportunity for savings.

Maranna Yoder, Nilesh Shinde, Guangqing Chi, Seth Freedman, Kosali Simon, Sonia Angell

Abstract read
In one paragraph

Article in Health affairs scholar, 2026. 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

6 authors.

Maranna YoderO'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, IN 47405, United States.ORCID https://orcid.org/0000-0003-3827-3648
Nilesh ShindeO'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, IN 47405, United States.ORCID https://orcid.org/0000-0002-9117-2996
Guangqing ChiDepartment of Geography, Indiana University, Bloomington, IN 47405, United States.ORCID https://orcid.org/0000-0003-0888-7964
Seth FreedmanO'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, IN 47405, United States.ORCID https://orcid.org/0000-0002-4081-3239
Kosali SimonO'Neill School of Public and Environmental Affairs, Indiana University, Bloomington, IN 47405, United States.ORCID https://orcid.org/0000-0002-3231-1466
Sonia AngellDepartment of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD 21205, United States.ORCID https://orcid.org/0000-0001-6031-910X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Extreme weather is a recurring source of stress on healthcare delivery, yet health systems remain largely reactive. Unlike an individual medical emergency, which the system absorbs one case at a time, a heat wave, wildfire smoke episode, or storm affects an entire population simultaneously. The resulting surge degrades care for every emergency patient, not only those the weather directly harmed. Primary care that anticipates weather-related risk and intervenes proactively can blunt that surge, but a central barrier to scaling such care is economic rather than clinical. Conventional prevention accounting counts only the benefit to the treated patient, and fee-for-service payment offers primary care practices only limited and poorly matched means to fund anticipatory care. Payment models that reward keeping patients healthy, such as global budgets, can address this, but only if risk adjustment accounts for environmental exposure so that providers serving vulnerable populations are not penalized. To address this, we outline 4 priorities: evaluations that capture system-wide costs; payment that rewards anticipatory care and adjusts for environmental risk; supply-side resilience in primary care, built jointly with public health agencies; and data infrastructure linking exposure to healthcare utilization.

Indexed as

correlated shockshealth care deliveryhealth economicssystem designvalue-based paymentweather

Identifiers

PMID42688673
PMCPMC13535243

What OpenQuestion holds

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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.