Evidence map›Paper›PMID 40679413›Full record

ArticleGeospatial health2025

Associations between rocky mountain spotted fever and veterinary care access, climatic factors and landscape in the State of Arizona, USA.

Yan Lin, Al Ekram Elahee Hridoy, Meifang Li, Zhe Wang, Li Luo, Xiaogang Ma, Zhuoming Liu, Murphy John, Chao Fan, Irene Ruberto and 2 more

Abstract read
In one paragraph

Article in Geospatial health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

12 authors.

Yan LinDepartment of Geography, The Pennsylvania State University, University Park, PA.
Al Ekram Elahee HridoyCollege of Pharmacy, University of New Mexico, Albuquerque, NM.
Meifang LiDepartment of Geography, Dartmouth College, Hanover, NH.
Zhe WangNational Center for Ecological Analysis and Synthesis (NCEAS), University of California, Santa Barbara, Santa Barbara, CA.
Li LuoDivision of Epidemiology, Biostatistics, and Preventive Medicine, Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM.
Xiaogang MaDepartment of Computer Science, University of Idaho, Moscow, ID.
Zhuoming LiuDepartment of Geography, The Pennsylvania State University, University Park, PA.
Murphy JohnDepartment of Epidemiology & Biostatistics, University of Georgia College of Public Health, Athens, GA.
Chao FanDepartment of Geography and Environmental Studies, New Mexico State University, Las Cruces, NM.
Irene RubertoArizona Department of Health Services, Phoenix, Arizona.
Xi GongDepartment of Biobehavioral Health, Institute for Computational and Data Sciences (ICDS), The Pennsylvania State University, University Park, Pennsylvania.
Xun ShiDepartment of Geography, Dartmouth College, Hanover, NH.

Funding

UNM Metals Exposure and Toxicity Assessment on tribal Lands in the Southwest (METALS) Superfund Research ProgramP42ES025589 · NIEHS · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI BOLT, ALICIA M. · 2017 to 2025
$16.4M
Role of open dumping and open burning of solid waste in the generation of microplastics and products of incomplete combustion on tribal landsP50MD015706 · NIMHD · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI LUO, LI · 2020 to 2024
$6.8M
Pilot Project CoreP30ES032755 · NIEHS · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI BLOSSOM, SARAH J · 2022 to 2025
$5.2M
NIEHS NIH HHS P30 ES032755NIEHS NIH HHS P42 ES025589NIMHD NIH HHS P50 MD015706
6 · The paper itself

Abstract

Rocky Mountain Spotted Fever (RMSF) is a potentially fatal tick-borne disease historically prevalent in the eastern and southeastern U.S. Since the early 2000s, there has been a notable rise in RMSF cases in the south-western U.S. Despite the documented role of dogs in tick-borne disease transmission, research on the influence of other factors, such as veterinary care access, climatic conditions and landscape characteristics on RMSF incidence is limited. This study investigated the combined impact of these factors on RMSF using county-level temperature, relative humidity, precipitation, land cover, dog populations and veterinary care access in Arizona from 2006 to 2021. Employing a spatial negative binomial regression model, the study revealed significant associations between veterinary care access, precipitation, relative humidity, shrubland, and RMSF incidence across three models incorporating lagged effects (0-month, 1-month, and 2-month) for climatic variables. A key finding was that counties experiencing higher veterinary care access were more likely to report lower RMSF case counts (incidence rate ratio (IRR): 0.9237). The mean precipitation consistently showed the highest positive IRR (1.8137) across all models, indicating its strong influence. In contrast, relative humidity (IRR: 0.9413) and shrubland presence (IRR: 0.9265) demonstrated significant negative associations with RMSF incidence. These findings underscore the importance of veterinary care access, climatic factors, and land cover in shaping RMSF dynamics, particularly in regions with increasing incidence rates.

Indexed as

ClimateDog DiseasesHealth Services AccessibilityRocky Mountain Spotted FeverAnimalsArizonaDogsHumansHumidityIncidence

Identifiers

PMID40679413
PMCPMC12993917

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.