Evidence map›Paper›PMID 42707945›Full record

ArticleFrontiers in public health2026

Climate change, pharmaceuticals and prescribing patterns: a scoping review and proposal for the MAMS model for healthcare educators.

Kenneth Mueller, Heather Allstrom, Nina Ali, Sharon Leslie, Lori Modly, Joseph Crane, Rebecca Philipsborn, Daniel Jackson Smith

Abstract readScoping Review
In one paragraph

Article in Frontiers in public health, 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

8 authors.

Kenneth Mueller *Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, United States.
Heather Allstrom *Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, United States.
Nina AliSchool of Nursing, University at Buffalo, Buffalo, NY, United States.
Sharon LeslieWoodruff Health Sciences Center Library, Emory University, Atlanta, GA, United States.
Lori ModlyNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, United States.
Joseph CraneSchool of Nursing, University at Buffalo, Buffalo, NY, United States.
Rebecca PhilipsbornDepartment of Pediatrics, Emory University School of Medicine, Atlanta, GA, United States.
Daniel Jackson SmithSchool of Nursing, University at Buffalo, Buffalo, NY, United States.

Funding

High Heat and Human Health: The Impacts of Heatwaves on Kidney Disease and Data Driven Solutions (The 4H Proposal)K01NR021272 · NINR · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Daniel Jackson Smith · 2024 to 2026
$486k
NINR NIH HHS K01 NR021272
6 · The paper itself

Abstract

Background: Healthcare contributes substantially to climate change, and pharmaceuticals account for a meaningful share of this footprint across manufacturing, distribution, prescribing, and disposal. However, climate-health education and prescribing practices are often addressed separately, leaving limited guidance for integrating climate change, pharmaceuticals, and prescribing patterns within a single framework. This scoping review synthesizes evidence on the intersection of these domains, with attention to how these concepts are incorporated into health professions education (HPE) and clinical practice. Methods: A comprehensive literature search strategy of six databases (PubMed, Embase, CINAHL, ERIC, Health Source: Nursing Academic, and Web of Science) identified peer-reviewed studies published between January 1988 and December 2025 in English or Spanish. Eligible studies addressed climate change in relation to pharmaceutical use or prescribing patterns and included an educational or practice-based component; animal studies, studies without interventions, and non-prescribing studies were excluded. Searches were conducted in December 2023 and updated in April 2025. Data were extracted on study characteristics, clinical domain, educational approach, and directional relationships mapped to the MAMS model dyads (Climate ↔ pharmaceuticals; pharmaceuticals ↔ prescribing patterns; climate ↔ prescribing patterns). Results: From 4,247 citations, 28 studies met inclusion criteria. Studies were conducted across multiple regions, most commonly the United States ( Conclusion: Existing literature on climate-conscious prescribing education is expanding but remains clinically concentrated and largely conceptual, with limited evaluation of instructional strategies. No study operationalized a fully bidirectional, tri-dyadic approach linking climate change, pharmaceuticals, and prescribing patterns, underscoring the need for integrated, outcomes-oriented frameworks to guide HPE and practice change.

Indexed as

Climate ChangeDrug PrescriptionsHealth PersonnelPractice Patterns, Physicians'HumansPharmaceutical PreparationsPharmaceutical Preparationsclimate changeclimate-conscious prescribinghealth professions educationpharmaceuticalspharmacologyprescribing patternsscoping reviewsustainable healthcare

Identifiers

PMID42707945
PMCPMC13548501

What Socratic 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 Socratic graph.