Review of Population Assumption Reporting in Animal Feeding Operations Health Studies

15 observational studies on community health effects of Animal Feeding Operations (AFOs) were reviewed for reporting of structural population assumptions. The review, authored by Brayan Alexander Fonseca Martinez and last updated in May 2026, found that none of the included studies explicitly reported the assumptions needed for causal interpretation of prevalence-based effect measures. This 29.7 KB document highlights a critical gap in methodological transparency within environmental health research.

Use Cases

• Assessing methodological transparency in environmental health literature based on the review's focus on assumption reporting.
• Informing guidelines for reporting standards in prevalence-based studies based on the identified gaps.
• Training researchers on critical appraisal of observational studies based on the five assessed assumption categories (population stability, outcome duration, etc.).

Strengths

• The review is based on a defined sample of 15 studies identified through systematic review methods.
• It assesses reporting against five specific structural population assumptions, providing a clear framework.
• The dataset is openly licensed under CC-BY-4.0, allowing for reuse and redistribution.

Limitations

• The dataset is a 29.7 KB document; its scope is limited to a review of reporting practices, not primary health data.
• Column-level documentation for any underlying data is absent; field semantics must be inferred from the document.
• The description does not specify the temporal or geographic coverage of the 15 reviewed studies.

Provenance

Source

figshare

Collection Method

Mini Review of observational studies identified through a previously published systematic review and an ongoing living systematic review.

Freshness

Last updated 2026-05-22 06:10:12; freshness should be verified.