Mental health assessment using Power BI: Development and application of a dashboard for companies
DOI:
https://doi.org/10.69639/arandu.v11i2.522Palabras clave:
power bi, business intelligence, mental health, dashboard analysisResumen
This study focused on the creation and application of a mental health dashboard using Microsoft Power BI and the DASS-21 scale to assess levels of stress, anxiety, and depression in two companies: a productive one and a service one. The implemented methodology comprised three main phases: the creation of Google Forms to collect data, the execution of the ETL process in Power BI, and the configuration of the dashboard. The results showed that the levels of stress, anxiety, and depression in both organizations were mostly within normal parameters. However, specific working areas and employees with critical levels of these disorders were identified, providing each company with the information necessary to take appropriate measures. The analysis by working areas revealed significant differences between departments, highlighting the importance of adapting wellness strategies to the specific needs of each section. The use of the Power BI dashboard proved to be an effective tool not only for general monitoring but also for the precise identification of risk areas and the application of preventive and corrective measures.
Descargas
Citas
Abdulazis Alsaif, N. (2023). Workplace Related Stress Among Speech and Language Pathologists in Saudi Arabia [Master thesis].
Al-Kalbani, M., Al-Adawi, S., & Alshekaili, W. (2022). Psychometric properties of the depression, anxiety, stress scales-21 (DASS-21) in a sample of health care workers in Oman. Journal of Affective Disorders Reports, 10, 100451.
https://doi.org/10.1016/j.jadr.2022.100451
Bengwasan, P. D., Bernardo, A. B. I., & Maximo, S. I. (2022). Translation and Initial Validation of the Depression Anxiety and Stress Scale (DASS-21) in Ilokano. Psychological Studies, 67(4), 594-604. https://doi.org/10.1007/s12646-022-00696-1
Castellón Leal, E., Ibern Regàs, P., Gili Planas, M., Lahera Forteza, G., Sanz González, J., & Saiz Ruiz, J. (2016). El abordaje de la depresión en el ámbito del trabajo: Recomendaciones clave. Psiquiatría Biológica, 23(3), 112-117. https://doi.org/10.1016/j.psiq.2016.08.003
Delgado Espinoza, S. K., Calvanapón Alva, F. A., & Cárdenas Rodríguez, K. (2020). El estrés y desempeño laboral de los colaboradores de una red de salud. Revista Eugenio Espejo, 14(2), 11-18. https://doi.org/10.37135/ee.04.09.03
Diario Oficial de la Federación. (2023). Decreto por el que se reforman y adicionan diversas disposiciones de la Ley Federal del Trabajo.
https://www.dof.gob.mx/nota_detalle.php?codigo=5710347&fecha=04/12/2023#gsc.tab=0
Evans, L., Haeberlein, K., Chang, A., & Handal, P. (2021). Convergent Validity and Preliminary Cut-Off Scores for the Anxiety and Depression Subscales of the DASS-21 in US Adolescents. Child Psychiatry & Human Development, 52(4), 579-585. https://doi.org/10.1007/s10578-020-01050-0
Formiga, N. S., Franco, J. B. M., Oliveira, H. C. C., Prochazka, G. L., Beserra, T. K. P., Valin, C. G. P., Grangeiro, S. R. A., & Nascimento, R. L. (2021). Invariância fatorial, sensibilidade e diferenças da medida de ansiedade, estresse e depressão (DASS-21) em trabalhadores brasileiros. Research, Society and Development, 10(7), e26910715572-e26910715572. https://doi.org/10.33448/rsd-v10i7.15572
González Hernández, I. J., Armas-Alvarez, B., Coronel-Lazcano, M., Maldonado-López, N., Vergara-Martínez, O., & Granillo Macias, R. (2021). El desarrollo tecnológico en las revoluciones industriales. Ingenio y Conciencia Boletín Científico de la Escuela Superior Ciudad Sahagún, 8, 41-52. https://doi.org/10.29057/escs.v8i16.7118
Publicado
Cómo citar
Número
Sección
Licencia
Derechos de autor 2024 Fernando Aguirre y Hernández, Víctor Méndez García, Edna Araceli Romero Flores, Gabriela Cabrera Zepeda, Guillermo Alfredo Arrioja Carrera, Mauricio Romero Montoya

Esta obra está bajo una licencia internacional Creative Commons Atribución 4.0.