Individual causal attribution in occupational disease claims: a structured epidemiological approach

The determination of whether occupational exposure contributed to disease in an individual worker is a key element in occupational disease adjudication, particularly within public insurance systems such as that of Israel. At present, such assessments often rely on expert judgment grounded in clinical intuition rather than on structured, reproducible inference.This paper proposes a structured epidemiological approach to individual causal attribution, integrating population-based evidence with case-specific analysis. The framework is organised into four analytical stages: appraisal of causal capacity, quantitative estimation of association, individualised causal partitioning, and probabilistic legal interpretation.Israel’s hybrid medico-legal system offers a suitable setting for piloting this approach. Embedding structured epidemiological reasoning into occupational disease adjudication may enhance transparency, scientific integrity, and consistency, thereby strengthening fairness and public trust in compensation decisions.

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Publication Details

Journal
Israel Journal of Health Policy Research
Published
2026-02-26
DOI
https://doi.org/10.1186/s13584-026-00752-5
Primary Topic
Advanced Causal Inference Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Individual causal attribution in occupational disease claims: a structured epidemiological approach

Aviram Weiss, Eldad Katorza, Eytan Ellenberg, Akshaya Bhagavathula et al.
Israel Journal of Health Policy Research
Advanced Causal Inference Techniques
article

Individual causal attribution in occupational disease claims: a structured epidemiological approach

Aviram Weiss, Eldad Katorza, Eytan Ellenberg, Akshaya Bhagavathula, Marc Weber
article en

Abstract

The determination of whether occupational exposure contributed to disease in an individual worker is a key element in occupational disease adjudication, particularly within public insurance systems such as that of Israel. At present, such assessments often rely on expert judgment grounded in clinical intuition rather than on structured, reproducible inference.This paper proposes a structured epidemiological approach to individual causal attribution, integrating population-based evidence with case-specific analysis. The framework is organised into four analytical stages: appraisal of causal capacity, quantitative estimation of association, individualised causal partitioning, and probabilistic legal interpretation.Israel’s hybrid medico-legal system offers a suitable setting for piloting this approach. Embedding structured epidemiological reasoning into occupational disease adjudication may enhance transparency, scientific integrity, and consistency, thereby strengthening fairness and public trust in compensation decisions.

Israel Journal of Health Policy ResearchVol. 15(1)
National Insurance Institute of Israel (IL), North Dakota State University (US)
North Dakota State University
Openalex Percentile: Top 45%
Advanced Causal Inference Techniques
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