Evidence map›Paper›PMID 42141009›Full record

ArticleScientific reports2026

Social determinants of health and temporospatial trends associated with Giardia duodenalis infection in Texas canines.

Loni A Taylor, Meriam N Saleh, Carlos Rodriguez, Kristi L Allgood, Jessica Beharry, Guilherme G Verocai, Christine M Budke, Rebecca S B Fischer

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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.

Loni A TaylorDepartment of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX, USA. ltaylor@tamu.edu.
Meriam N SalehDepartment of Veterinary Pathobiology, College of Veterinary Medicine & Biomedical Sciences, Texas A&M University, College Station, TX, USA.
Carlos RodriguezTexas A&M Veterinary Medical Diagnostic Laboratory, Texas A&M University, College Station, TX, USA.
Kristi L AllgoodDepartment of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX, USA.
Jessica BeharryIndependent Researcher, Dallas, TX, USA.
Guilherme G VerocaiTexas A&M Veterinary Medical Diagnostic Laboratory, Texas A&M University, College Station, TX, USA.
Christine M BudkeDepartment of Veterinary Integrative Biosciences, College of Veterinary Medicine & Biomedical Sciences, Texas A&M University, College Station, TX, USA.
Rebecca S B FischerDepartment of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Giardia duodenalis is a protozoal parasite that infects a wide range of animal hosts including dogs and humans. Although social determinants of health (SDOH) are well characterized in human disease, their role in shaping animal health outcomes remains poorly understood. This ecological study, guided by One Health principles, evaluated temporospatial trends in canine Giardia infection in Texas and assessed associations with county-level human socioeconomic indicators. Veterinary diagnostic test results from commercial laboratories during 2012-2022 were analyzed to characterize temporal and geographic variation in test positivity. Negative binomial regression models were used to examine associations between Giardia positivity and county-level measures of poverty, unemployment, income, educational attainment, and veterinary care accessibility scores (VCAS). Cumulatively, 4.6% of canine tests were positive at the state level, with substantial county-level variation (median 4.6% [range 0.6-12.1%]; mean 4.9% [CI 4.1-5.8%]). Higher positivity was associated with limited veterinary care access (uPR 2.0 [CI 1.4-3.0], P value < 0.001) and a lower proportion of college graduates (uPR 1.6 [CI 1.2-2.1], P value < 0.001). Temporal increases in positivity were observed in Cameron County and Lubbock County, whereas decreases were noted in El Paso County and Parker County. These findings suggest that socioeconomic factors related to veterinary access and education are associated with canine Giardia infection risk and may help identify regions where targeted interventions are warranted. However, further studies are needed to elucidate the underlying mechanisms and zoonotic implications.

Indexed as

Dog DiseasesGiardia lambliaGiardiasisSocial Determinants of HealthAnimalsDogsHumansTexasDogsGiardia duodenalisGiardiasisSocial determinants of health (SDOH)Veterinary care accessibility score (VCAS)Zoonosis

Identifiers

PMID42141009
PMCPMC13369345

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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.