Analysis of psychosocial risk factors using a web application. Practical case

Authors

Keywords:

Psychosocial risk factors, Machine Learning, Web Application

Abstract

This research is about the application of the psychosocial risk factor test and the development of a web application. The objective of this research is to determine the different psychosocial risk factors in the workers of the company Industria de Agua y Filtración Cia Ltda., and the development of a web application to facilitate the obtaining of the results. The test from the Ministry of Labor of Ecuador was applied, consisting of 58 questions. The web application was developed in Machung Learning. The surveyed population was 10 workers. The result found was 80% at a low level and 20% at a medium level, regarding the application that allows learning patterns from data on psychosocial risk factors and uses them to make decisions or predictions about behavior. In conclusion, when determining average levels, preventive measures should be implemented for worker health, and quick response solutions about the problem should be provided through the web application.

Author Biographies

Edmundo Cabezas – Heredia, Universidad Nacional de Chimborazo

Facultad de Ingeniería, Carrera de Industrial, Universidad Nacional de Chimborazo, Ecuador

Diana Carolina Villagomez Vacacela, Universidad Nacional de Chimborazo

Facultad de Ingeniería, Carrera de Industrial, Universidad Nacional de Chimborazo, Ecuador,

Luis López Telenchana, Universidad Nacional de Chimborazo

Facultad de Ingeniería, Carrera de Industrial, Universidad Nacional de Chimborazo, Ecuador

Diana Vallejo Tixi, Universidad Tecnológica Indoamérica. Carrera de Arquitectura. Ecuador.

Universidad Tecnológica Indoamérica. Carrera de Arquitectura. Ecuador.

Luis Cabezas – Chávez, Universidad Nacional de Chimborazo

Nivelación y Admisión, Universidad Nacional de Chimborazo, Ecuador.

 

Published

2025-12-09

How to Cite

Cabezas – Heredia, E., Villagomez Vacacela, D. C., López Telenchana, L., Vallejo Tixi, D., & Cabezas – Chávez, L. (2025). Analysis of psychosocial risk factors using a web application. Practical case. Universidad Y Sociedad, 17(6), e5540. Retrieved from https://rus.ucf.edu.cu/index.php/rus/article/view/5540

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