Evidence map›Paper›PMID 40575683›Full record

ArticleSafety and health at work2025

What Activity is the Most Dangerous to Work in? Estimation of the Risk Level of Economic Activities in Ecuador.

Antonio R Gómez-García, Raúl Gutierrez-Álvarez, Alywin H Chang-León, José A García-Arroyo

Abstract read
In one paragraph

Article in Safety and health at work, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Antonio R Gómez-GarcíaUniversidad Espíritu Santo UEES, Samborondon, Ecuador.
Raúl Gutierrez-ÁlvarezUniversidad de Las Américas, Quito, Ecuador.
Alywin H Chang-LeónUniversidad Espíritu Santo UEES, Samborondon, Ecuador.
José A García-ArroyoUniversidad Espíritu Santo UEES, Samborondon, Ecuador.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Classifying economic activities into risk levels is an occupational health and safety practice that several countries worldwide observe. It allows government agencies to formulate public policies with occupational risk prevention requirements tailored to each activity's needs. Further, this level of risk directly influences companies' contributions to occupational risk insurers, whether public or private, according to the dangerousness of their activity. In Ecuador, the classification of economic activities into risk levels was carried out by a Committee of Experts based on administrative data. However, this classification has been questioned for its lack of objectivity and for using administrative records, where underreporting cases limit the accuracy and comprehensiveness of the data. Methods: This cross-sectional, descriptive, and comparative study uses data from the National Survey of Employment, Unemployment, and Underemployment (ENEMDU). Estimates of the incidence rates of injuries and illnesses by economic activity were grouped into three clusters (high, medium, and low) according to the level of risk. Results: An alternative risk classification of economic activities was obtained and compared with the existing classification. Conclusions: Our results help mitigate the uncertainty in the current risk classification of economic activities' lack of methodological rigor and evaluate the relevance of using data from the ENEMDU survey. They also allow a comparison of two risk classifications developed from different methodologies and data sources. From a practical perspective, the results will help decision-makers clarify current regulations in Occupational Safety and Health (OSH) policies.

Indexed as

ClassificationCluster analysisEconomic activitiesOccupational risk

Identifiers

PMID40575683
PMCPMC12190870

What OpenQuestion holds

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Registered trials

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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.