An abductive inferential system approach to weight of evidence syntheses: the problem and military exposures worked example

Objective Weight of Evidence methods for evidence synthesis of etiological epidemiology questions regarding historical complex exposures have been developed in recent years but are still in their nascency. This manuscript describes a novel extension of existing methods to address situations where the exposure is historically bound, direct evidence is limited, and new research is unlikely. Principles are illustrated via a worked example in the military exposures context.Methods Several existing methodological approaches were adapted and extended using an abductive reasoning approach. We demonstrate an approach to developing a logically interrelated system of PECO questions, integrating and evaluating multiple evidence streams to support inference to the best explanation.Results A synthetic advancement on current WOE methods using an “inference to the best explanation” approach provides benefits over more traditional (deductive) methods of evidence synthesis. Concrete military exposure examples are provided.Conclusion Applying this approach can provide a principled and transparent method of evidence synthesis to direct policy decisions under conditions of limited evidence and uncertainty.

Authors

Institutions

Publication Details

Journal
Evidence-Based Toxicology
Published
2025-12-31
DOI
https://doi.org/10.1080/2833373x.2025.2607260
Primary Topic
Fibromyalgia and Chronic Fatigue Syndrome Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An abductive inferential system approach to weight of evidence syntheses: the problem and military exposures worked example

Michael J. Falvo, Tami A. Piemonte, Jacquelyn Mares, Shobhik Chakraborty et al.
Evidence-Based Toxicology
Fibromyalgia and Chronic Fatigue Syndrome Research
article

An abductive inferential system approach to weight of evidence syntheses: the problem and military exposures worked example

Michael J. Falvo, Tami A. Piemonte, Jacquelyn Mares, Shobhik Chakraborty, Marissa Coloske, Frederick Coffman, Sarah Levan, Salvatore Butera, Chelsea Rodriguez, Jane Heetderks-Cox, Albert Heuer, J. Scott Parrott
article en

Abstract

Objective Weight of Evidence methods for evidence synthesis of etiological epidemiology questions regarding historical complex exposures have been developed in recent years but are still in their nascency. This manuscript describes a novel extension of existing methods to address situations where the exposure is historically bound, direct evidence is limited, and new research is unlikely. Principles are illustrated via a worked example in the military exposures context.Methods Several existing methodological approaches were adapted and extended using an abductive reasoning approach. We demonstrate an approach to developing a logically interrelated system of PECO questions, integrating and evaluating multiple evidence streams to support inference to the best explanation.Results A synthetic advancement on current WOE methods using an “inference to the best explanation” approach provides benefits over more traditional (deductive) methods of evidence synthesis. Concrete military exposure examples are provided.Conclusion Applying this approach can provide a principled and transparent method of evidence synthesis to direct policy decisions under conditions of limited evidence and uncertainty.

Evidence-Based ToxicologyVol. 3(1)
Rutgers, The State University of New Jersey (US), Milken Institute (US), United States Department of Veterans Affairs (US), University of Mississippi Medical Center (US), University of Mississippi (US), Rutgers Sexual and Reproductive Health and Rights (NL), Rütgers (Germany) (DE), Osaka Prefectural Government (JP)
Good health and well-being
Openalex Percentile: Top 26%
Fibromyalgia and Chronic Fatigue Syndrome Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.