Evidence map›Paper›PMID 39240545›Full record

ArticleJMIR public health and surveillance2024

Wastewater Surveillance Pilot at US Military Installations: Cost Model Analysis.

Jaleal S Sanjak, Erin M McAuley, Justin Raybern, Richard Pinkham, Jacob Tarnowski, Nicole Miko, Bridgette Rasmussen, Christian J Manalo, Michael Goodson, Blake Stamps and 3 more

Abstract read
In one paragraph

Article in JMIR public health and surveillance, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
–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

9 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Economic evaluation of wastewater surveillance in Ontario, Canada, using COVID-19 as a case study.Canada communicable disease report = Releve des maladies transmissibles au Canada · 2026
    Article
  5. Article
  6. Article
  7. Review
  8. 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

13 authors.

Jaleal S Sanjak *Booz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0000-0002-3218-5500
Erin M McAuley *Booz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0000-0003-3911-4390
Justin RaybernBooz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0009-0005-8115-5454
Richard PinkhamBooz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0009-0000-6450-8709
Jacob TarnowskiBooz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0009-0008-7682-2357
Nicole MikoBooz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0009-0004-2280-4322
Bridgette RasmussenBooz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0009-0001-0454-8423
Christian J ManaloBooz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0009-0008-3209-3105
Michael GoodsonUnited State Air Force Research Laboratory, Wright Patterson Air Force Base, OH, United States.ORCID 0000-0002-5004-551X
Blake StampsUnited State Air Force Research Laboratory, Wright Patterson Air Force Base, OH, United States.ORCID 0000-0001-9713-9014
Bryan NecciaiChemical, Biological, Radiological and Nuclear Defense Enabling Biotechnologies, Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense, Frederick, MD, United States.ORCID 0009-0007-4293-5508
Shanmuga SozhamannanChemical, Biological, Radiological and Nuclear Defense Enabling Biotechnologies, Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense, Frederick, MD, United States.ORCID 0000-0002-6762-7874
Ezekiel J MaierBooz Allen Hamilton, 4747 Bethesda Ave, Bethesda, MD, United States, 1 5712413499.ORCID 0000-0003-1216-6537

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The COVID-19 pandemic highlighted the need for pathogen surveillance systems to augment both early warning and outbreak monitoring/control efforts. Community wastewater samples provide a rapid and accurate source of environmental surveillance data to complement direct patient sampling. Due to its global presence and critical missions, the US military is a leader in global pandemic preparedness efforts. Clinical testing for COVID-19 on US Air Force (USAF) bases (AFBs) was effective but costly with respect to direct monetary costs and indirect costs due to lost time. To remain operating at peak capacity, such bases sought a more passive surveillance option and piloted wastewater surveillance (WWS) at 17 AFBs to demonstrate feasibility, safety, utility, and cost-effectiveness from May 2021 to January 2022. Objective: We model the costs of a wastewater program for pathogens of public health concern within the specific context of US military installations using assumptions based on the results of the USAF and Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense pilot program. The objective was to determine the cost of deploying WWS to all AFBs relative to clinical swab testing surveillance regimes. Methods: A WWS cost projection model was built based on subject matter expert input and actual costs incurred during the WWS pilot program at USAF AFBs. Several SARS-CoV-2 circulation scenarios were considered, and the costs of both WWS and clinical swab testing were projected. Analysis was conducted to determine the break-even point and how a reduction in swab testing could unlock funds to enable WWS to occur in parallel. Results: Our model confirmed that WWS is complementary and highly cost-effective when compared to existing alternative forms of biosurveillance. We found that the cost of WWS was between US $10.5-$18.5 million less expensive annually in direct costs as compared to clinical swab testing surveillance. When the indirect cost of lost work was incorporated, including lost work associated with required clinical swab testing, we estimated that over two-thirds of clinical swab testing could be maintained with no additional costs upon implementation of WWS. Conclusions: Our results support the adoption of WWS across US military installations as part of a more comprehensive and early warning system that will enable adaptive monitoring during disease outbreaks in a more cost-effective manner than swab testing alone.

Indexed as

COVID-19WastewaterCost-Benefit AnalysisCosts and Cost AnalysisHumansMilitary FacilitiesMilitary PersonnelPilot ProjectsUnited StatesWastewaterbiosurveillancecostcost analysiscostseconomiceconomicsenvironmentenvironmentalfinancefinancialmilitary healthpathogenpathogenspublic healthsanitarysanitationsurveillancewastewaterwastewater surveillancewater

Identifiers

PMID39240545
PMCPMC11396592

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.