Evaluación del burnout desde una perspectiva de género: desarrollo de una plataforma digital con análisis estadístico e inteligencia artificial

Aldo Carlos Ruiz Jurado; Edna Araceli Romero Flores; Elizabeth Eugenia  Díaz Castellanos; Alma Gabriela Alcalde Pérez; Maricela Gallardo Córdova

doi:10.35830/cn.vi94.855

Burnout assessment from a gender perspective: development of a digital platform with statistical analysis and artificial intelligence

Authors

Aldo Carlos Ruiz Jurado Tecnológico Nacional de México / Instituto Tecnológico de Orizaba, Orizaba, Veracruz, México.
Edna Araceli Romero Flores Tecnológico Nacional de México / Instituto Tecnológico de Orizaba https://orcid.org/0000-0001-9058-9346
Elizabeth Eugenia Díaz Castellanos Tecnológico Nacional de México / Instituto Tecnológico de Orizaba, Orizaba, Veracruz, México. https://orcid.org/0000-0003-4298-9876
Alma Gabriela Alcalde Pérez Tecnológico Nacional de México / Instituto Tecnológico de Orizaba, Orizaba, Veracruz, México. https://orcid.org/0000-0001-7467-9835
Maricela Gallardo Córdova Tecnológico Nacional de México / Instituto Tecnológico de Orizaba, Orizaba, Veracruz, México. https://orcid.org/0000-0003-1611-1357

DOI:

https://doi.org/10.35830/cn.vi94.855

Keywords:

Burnout, artificial intelligence, gender analysis, statistical analysis, digital tool

Abstract

Burnout, recognized by the World Health Organization as a syndrome associated with chronic occupational stress, varies by gender. This study analyzed 86 workers from a rehabilitation center in Veracruz, Mexico, using the Maslach Burnout Inventory (MBI-HSS) and the AnalytIQ Surveys platform, specifically designed for this research. The results show that women experience higher emotional exhaustion, while men report greater depersonalization and a higher sense of personal accomplishment. Additionally, a negative correlation was found between gender and perceived work energy, indicating that women experience greater fatigue. These findings highlight the need for gender-focused organizational strategies aimed at balancing workload distribution and strengthening psychological support.

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Published

2025-08-16

How to Cite

Ruiz Jurado, A. C., Romero Flores, E. A., Díaz Castellanos, E. E., Alcalde Pérez, A. G., & Gallardo Córdova, M. (2025). Burnout assessment from a gender perspective: development of a digital platform with statistical analysis and artificial intelligence. Ciencia Nicolaita, (94), 46–58. https://doi.org/10.35830/cn.vi94.855

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Issue

No. 94 (2025)

Section

Ciencias de la Salud

License

This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License.

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