Evidence map›Paper›PMID 38772724›Full record

ArticleRisk analysis : an official publication of the Society for Risk Analysis2024

Research gaps and priorities for quantitative microbial risk assessment (QMRA).

Kerry A Hamilton, Joanna Ciol Harrison, Jade Mitchell, Mark Weir, Marc Verhougstraete, Charles N Haas, A Pouyan Nejadhashemi, Julie Libarkin, Tiong Gim Aw, Kyle Bibby and 34 more

Abstract read
In one paragraph

Article in Risk analysis : an official publication of the Society for Risk Analysis, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Review
  2. Quantitative Microbial Risk Assessment of Human H5N1 Infection From Consumption of Fluid Cow's Milk.Risk analysis : an official publication of the Society for Risk Analysis · 2026
    Article
  3. Article
  4. Article
  5. Review
  6. Deliberating the scientific evidence base for influenza transmission to raw milk consumers.Risk analysis : an official publication of the Society for Risk Analysis · 2025
    Review
  7. Review
  8. Review
  9. Article
  10. Review
  11. Virulence and infectious assessment of aMicrobiology spectrum · 2025
    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

44 authors.

Kerry A HamiltonThe Biodesign Institute Center for Environmental Health Engineering, Arizona State University, Tempe, Arizona, USA.ORCID 0000-0003-2991-7325
Joanna Ciol HarrisonThe Biodesign Institute Center for Environmental Health Engineering, Arizona State University, Tempe, Arizona, USA.
Jade MitchellDepartment of Biosystems and Agricultural Engineering, Michigan State University, East Lansing, Michigan, USA.ORCID 0000-0003-2199-4190
Mark WeirDivision of Environmental Health Sciences and Sustainability Institute, The Ohio State University, Columbus, Ohio, USA.ORCID 0000-0002-6995-1037
Marc VerhougstraeteMel and Enid Zuckerman College of Public Health, The University of Arizona, Tucson, Arizona, USA.
Charles N HaasDepartment of Civil, Architectural, and Environmental Engineering, Drexel University, Philadelphia, Pennsylvania, USA.ORCID 0000-0002-9255-9930
A Pouyan NejadhashemiDepartment of Biosystems and Agricultural Engineering, Michigan State University, East Lansing, Michigan, USA.
Julie LibarkinDepartment of Earth and Environmental Sciences, Michigan State University, East Lansing, Michigan, USA.
Tiong Gim AwDepartment of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana, USA.
Kyle BibbyDepartment of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, Notre Dame, Indiana, USA.
Aaron BivinsDepartment of Civil & Environmental Engineering, Louisiana State University, Baton Rouge, Louisiana, USA.
Joe BrownDepartment of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA.
Kara DeanDepartment of Biosystems and Agricultural Engineering, Michigan State University, East Lansing, Michigan, USA.
Gwyneth DunbarDepartment of Biosystems and Agricultural Engineering, Michigan State University, East Lansing, Michigan, USA.
Joseph N S EisenbergDepartment of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA.
Monica EmelkoDepartment of Civil and Environmental Engineering, University of Waterloo, Waterloo, Ontario, Canada.
Daniel GerrityApplied Research and Development Center, Southern Nevada Water Authority, Las Vegas, Nevada, USA.
Patrick L GurianDepartment of Civil, Architectural, and Environmental Engineering, Drexel University, Philadelphia, Pennsylvania, USA.
Emma HartnettRisk Sciences International, Ontario, Canada.
Michael JahneOffice of Research and Development, United States Environmental Protection Agency, Cincinnati, Ohio, USA.
Rachael M JonesDepartment of Environmental Health Sciences, Fielding School of Public Health, University of California, Los Angeles, California, USA.
Timothy R JulianEawag, Swiss Federal Institute of Aquatic Science and Technology, Duebendorf, Switzerland.
Hongwan LiDepartment of Biosystems and Agricultural Engineering, Michigan State University, East Lansing, Michigan, USA.
Yanbin LiDepartment of Biological and Agricultural Engineering, The University of Arkansas, Fayetteville, Arkansas, USA.
Jacqueline MacDonald GibsonDepartment of Civil, Construction, and Environmental Engineering, North Carolina State University, Raleigh, North Carolina, USA.
Gertjan MedemaKWR Water Research Institute, Nieuwegein, The Netherlands.
J Scott MeschkeDepartment of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, Washington, USA.
Alexis MrazDepartment of Public Health, School of Nursing, Health and Exercise Science, The College of New Jersey, Ewing, New Jersey, USA.
Heather MurphyOntario Veterinary College Department of Pathobiology, University of Guelph, Ontario, Canada.
David OryangFood and Drug Administration (FDA), US Department of Health and Human Services (DHHS), Center for Food Safety and Applied Nutrition (CFSAN), College Park, United States.
Emmanuel de-Graft Johnson Owusu-AnsahDepartment of Statistics and Actuarial Science, RWESCK/LISA College of Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Emily PasekDepartment of Earth and Environmental Sciences, Michigan State University, East Lansing, Michigan, USA.
Abani K PradhanDepartment of Nutrition and Food Science & Center for Food Safety and Security Systems, University of Maryland, College Park, Maryland, USA.
Maria Tereza Pepe RazzoliniSchool of Public Health of the University of Sao Paulo, Sao Paulo-SP-Brazil, Brazil.
Michael O RyanDepartment of Civil, Architectural, and Environmental Engineering, Drexel University, Philadelphia, Pennsylvania, USA.
Mary SchoenSoller Environmental, Berkeley, California, USA.
Patrick W M H SmeetsKWR Water Research Institute, Nieuwegein, The Netherlands.
Jeffrey SollerSoller Environmental, Berkeley, California, USA.
Helena Solo-GabrieleDepartment of Chemical, Environmental, and Materials Engineering, College of Engineering, University of Miami, Coral Gables, Florida, USA.
Clinton WilliamsUS Arid Land Agricultural Research Center, Maricopa, Arizona, USA.
Amanda M WilsonCommunity, Environment & Policy Department, Mel and Enid Zuckerman College of Public Health, The University of Arizona, Tucson, Arizona, USA.
Amy Zimmer-FaustThe Nature Conservancy, San Francisco, California, USA.
Jumana Alja'fariNational Institute of Standards and Technology (NIST), Gaithersburg, Maryland, USA.
Joan B RoseDepartment of Biosystems and Agricultural Engineering, Michigan State University, East Lansing, Michigan, USA.

Funding

QMRA IV- Quantitative Microbial Risk Assessment Interdisciplinary Vehicle: Addressing Emerging Global Health RisksR25GM135058 · NIGMS · MICHIGAN STATE UNIVERSITY · PI MITCHELL, JADE, WEIR, MARK HOWARD · 2020 to 2024
$2.3M
NIGMS NIH HHS R25 GM135058QMRA-IV R25GM135058-01
6 · The paper itself

Abstract

The coronavirus disease 2019 pandemic highlighted the need for more rapid and routine application of modeling approaches such as quantitative microbial risk assessment (QMRA) for protecting public health. QMRA is a transdisciplinary science dedicated to understanding, predicting, and mitigating infectious disease risks. To better equip QMRA researchers to inform policy and public health management, an Advances in Research for QMRA workshop was held to synthesize a path forward for QMRA research. We summarize insights from 41 QMRA researchers and experts to clarify the role of QMRA in risk analysis by (1) identifying key research needs, (2) highlighting emerging applications of QMRA; and (3) describing data needs and key scientific efforts to improve the science of QMRA. Key identified research priorities included using molecular tools in QMRA, advancing dose-response methodology, addressing needed exposure assessments, harmonizing environmental monitoring for QMRA, unifying a divide between disease transmission and QMRA models, calibrating and/or validating QMRA models, modeling co-exposures and mixtures, and standardizing practices for incorporating variability and uncertainty throughout the source-to-outcome continuum. Cross-cutting needs identified were to: develop a community of research and practice, integrate QMRA with other scientific approaches, increase QMRA translation and impacts, build communication strategies, and encourage sustainable funding mechanisms. Ultimately, a vision for advancing the science of QMRA is outlined for informing national to global health assessments, controls, and policies.

Indexed as

COVID-19Evidence GapsHumansPandemicsPublic HealthResearchRisk AssessmentSARS-CoV-2coronavirus disease 2019environmental healthpathogensquantitative microbial risk assessmentrisk analysissafety

Identifiers

PMID38772724
PMCPMC11560611

What OpenQuestion holds

Textmetadata
LicenceTDM
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.