Evidence map›Paper›PMID 38533752›Full record

ArticleVeterinary medicine and science2024

An examination of US pet owners' use of veterinary services, 2006-2018.

Xumin Zhang, Lisa House, Matthew J Salois

Open access · goldAbstract read
In one paragraph

Article in Veterinary medicine and science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
10.5field-weighted citation impact, top 2% of its field
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

9 citing papers in PubMed, 12 citations in OpenAlex.

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  6. Intersectionality, equity-mindedness, and access to care.Frontiers in veterinary science · 2025
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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

3 authors at 2 institutions in 1 country.

Xumin ZhangFood and Resource Economics Department, University of Florida, Gainesville, USA.ORCID 0000-0001-6419-7349
Lisa HouseFood and Resource Economics Department, University of Florida, Gainesville, USA.
Matthew J SaloisVeterinary Management Groups, Johns Creek, Georgia, USA.
University of Florida · USEmory Johns Creek Hospital · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesExamine US consumer pet-related and veterinary service expenditures and factors influencing US households' use of veterinary services.

methodsDescriptive analysis on pet-related and veterinary service expenditures and regression analysis on pet owners' use of veterinary services, using data from the US Bureau of Labor Statistics Consumer Expenditure from 2006 to 2018, with the sample size of 257,836 households, of which 73,593 had pet expenses.

resultsFrom 1980 to 2018, the proportion of households with pet-related and veterinary service expenditures increased. Since 2010, the percentage of pet-owning households using veterinary services has increased substantially. Household characteristics were examined and significantly affected the probability of both pet and veterinary expenditures. Non-White and Hispanic groups had increased pet ownership, but the likelihood of veterinary service use has not surpassed White and non-Hispanic pet owners.

conclusionsUnderstanding the effects of household sociodemographics, particularly race and ethnicity, on using veterinary services provides insights for optimizing strategic planning for the pet industry and veterinarians. Reviewing the implications helps adjust and fine-tune strategies and influence the sustainability of the veterinary service sector by attracting different racial and ethnic groups. Future research might focus on other social and cultural factors influencing the utilization of veterinary care. The veterinary service sector can then effectively address pet care disparities, bridge existing gaps and improve economic viability.

Indexed as

OwnershipVeterinariansAnimalsFamily CharacteristicsHumansdemographicsexpenditurespetsveterinary service

Identifiers

PMID38533752
PMCPMC10966765
OpenAlexW4393226048

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.