Evidence map›Paper›PMID 39825330›Full record

Observational studyBMC health services research2025

Mobile health clinics in a rural setting: a cost analysis and time motion study of La Clínica in Oregon, United States.

Abigail Higgins, Middy Tilghman, Tracy Kuo Lin

Abstract readObservational Study
In one paragraph

Observational study in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Challenges in implementing optimal perinatal regionalization: a scoping review.Maternal health, neonatology and perinatology · 2026
    Review
  2. Article
  3. What Do We Know About Rural Mobile Health Clinics? A Scoping Review.International journal of environmental research and public health · 2026
    Article
  4. Increased Density of Mobile Health Unit Encounters Among Primary Care Health Professional Shortage Areas.International journal of environmental research and public health · 2026
    Article
  5. Review
  6. Developing a Public Health Quality Tool for Mobile Health Clinics to Assess and Improve Care.International journal of environmental research and public health · 2026
    Article
  7. Article
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.

Abigail HigginsDrexel University College of Medicine, 60 N. 36Th Street, Philadelphia, PA, 19104, USA. arh369@drexel.edu.
Middy TilghmanOne Community Health, 849 Pacific Ave, Hood River, OR, 97031, USA.
Tracy Kuo LinUniversity of California, San Francisco Institute for Health & Aging, #123K, 490 Illinois Street, San Francisco, CA, 94158, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMobile Health Clinics (MHCs) are an alternate form of healthcare delivery that may ameliorate current rural-urban health disparities in chronic diseases and have downstream impacts on the health system by reducing costs. Evaluations of providers' time allocation on MHCs are scarce, hindering knowledge transfer related to MHC implementation strategies.

methodsRetrospective economic cost was assessed using business ledgers and expert assessments in 2023 US Dollar (USD) from 2022 to 2023. Time motion observational study assessed nurse practitioner (NP) and community health worker (CHW) time allocation and compared them between patients residing in isolated rural areas (hereafter isolated rural patients) and patients experiencing houselessness (PEH) sub-populations. Procedure codes were assessed retrospectively for each patient encounter (n = 1,981) over one year (April 2022 to April 2023). We used statistical significance tests (chi-square and Fisher's Exact) to evaluate difference across sub-populations.

resultsIntervention start-up and operational costs totaled 275,000USD and 308,000USD, respectively, with the largest allocations to the modified recreational vehicle (RV) unit and labor. NP attributed 32% of time on direct care (mean = 153.00 min (SD = 37.80 min)), 38% on indirect care (186.0 (53.40)), and 21% on MHC tasks (104.00 (23.94)). CHW spent 47% of time on MHC tasks (182.00 (29.46)), 22% on medical care tasks (85.01 (SD 81.97)), and 22% on social needs tasks (87.70 (86.71 min)). NP time allocation did not differ significantly between isolated rural patients and PEH (p > 0.01), but CHW time did (p < 0.01). Of all procedures, 31.3% were vaccinations (N = 438), 27.0% were Covid-19 related (N = 377), 12.8% were outside referrals (N = 179), and 11.8% were point of care testing. Healthcare utilization varied between patient sub-populations, with Isolated Rural patient use dominated by Covid-19 and Influenza vaccines whereas PEH use was dominated by point of care testing (p < 0.01).

conclusionPatient sub-populations require varying provider time in different tasks and variable economic resources for interventions. As local policy makers balance resources and community health needs, a complete understanding of the resources required to operate an MHC and use of provider time is essential for informed decision making and successful implementation in underserved communities.

Indexed as

Mobile Health UnitsRural Health ServicesCommunity Health WorkersCosts and Cost AnalysisCOVID-19FemaleHumansMaleMiddle AgedNurse PractitionersOregonRetrospective StudiesRural PopulationTime and Motion StudiesCost AnalysisMobile Health ClinicPopulation HealthResources utilizationRural HealthTime motion study

Identifiers

PMID39825330
PMCPMC11740325

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Registered trials

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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.