Evidence map›Paper›PMID 40206539›Full record

ArticleHumanities & social sciences communications2024

Smoke on the horizon: leveling up citizen and social science to motivate health protective responses during wildfires.

Steven E Prince, Sarah E Muskin, Samantha J Kramer, ShihMing Huang, Timothy Blakey, Ana G Rappold

Abstract read
In one paragraph

Article in Humanities & social sciences communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
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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.

Steven E PrinceCenter for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA.ORCID 0000-0002-6606-7481
Sarah E MuskinOak Ridge Institute for Science and Education at the Center for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA.
Samantha J KramerSonoma Technology Incorporated, 1450 N, McDowell Blvd., Suite 200, Petaluma, CA, USA.
ShihMing HuangSonoma Technology Incorporated, 1450 N, McDowell Blvd., Suite 200, Petaluma, CA, USA.ORCID 0000-0002-3137-5708
Timothy BlakeySonoma Technology Incorporated, 1450 N, McDowell Blvd., Suite 200, Petaluma, CA, USA.
Ana G RappoldCenter for Public Health and Environmental Assessment, Office of Research and Development, United States Environmental Protection Agency, Research Triangle Park, NC, USA.

Funding

Intramural EPA EPA999999
6 · The paper itself

Abstract

Climate change factors and expanded population growth in the Wildland Urban Interface (transition zone between human structures and undeveloped wildland) contribute to a projected increase in wildfire frequency and smoke exposure. As an unregulated source of air pollution, reducing smoke exposure represents a difficult challenge for health risk communicators. The target audience is broad with unpredictable health impacts due to spatial and temporal variability in exposure. Beyond providing information, agencies face challenges reaching affected populations, motivating behavior change, and overcoming barriers between intentions and actions (recommended health protection). The Smoke Sense citizen science project developed a smartphone app to provide an engagement, learning, and information-sharing platform. Here we draw upon previous trends in behavioral patterns and propose a synergistic approach of citizen and behavioral science that can be applied to increase understanding of health risk and motivate new habits to reduce exposure among impacted individuals. Presentation of the approach proceeds as follows: (1) we identify several core factors that contribute to an intention-action gap, (2) identify applicable social and behavioral science principles that can bridge the gap, (3) propose explicit examples focused on theoretical principles, (4) describe small-scale user preliminary feedback and examples for monitoring and evaluating impact, and (5) provide a look to the future for collaborative citizen engagement. Current health risk communication strategies often lack consideration of behavioral factors that may enhance motivation and encourage behavior change. The proposed approach aims to leverage the strengths of citizen and social science and seeks to encourage a focused 'digital community' to implement new habits in the face of unpredictable and dynamic environmental threats.

Identifiers

PMID40206539
PMCPMC11980779

What OpenQuestion holds

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LicenceCC BY
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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.