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Article

Association of Shift Work, Health Behaviors, and Socioeconomic Status with Diabesity in over 53,000 Spanish Employees

by
Javier Tosoratto
1,
Pedro Juan Tárraga López
2,3,
Ángel Arturo López-González
1,4,5,6,
Joan Obrador de Hevia
1,4,
Carla Busquets-Cortés
1,4,* and
José Ignacio Ramírez-Manent
1,5,6
1
Investigation Group ADEMA SALUD, University Institute for Research in Health Sciences (IUNICS), 07010 Palma, Spain
2
Faculty of Medicine, UCLM (University of Castilla La Mancha), 02008 Albacete, Spain
3
SESCAM (Health Service of Castilla La Mancha), 02008 Albacete, Spain
4
Faculty of Dentistry, University School ADEMA, 07010 Palma, Spain
5
Institut d’Investigació Sanitària de les Illes Balears (IDISBA), Balearic Islands Health Research Institute Foundation, 07010 Palma, Spain
6
Balearic Islands Health Service, 07010 Palma, Spain
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2025, 14(17), 5969; https://doi.org/10.3390/jcm14175969 (registering DOI)
Submission received: 15 July 2025 / Revised: 10 August 2025 / Accepted: 20 August 2025 / Published: 23 August 2025
(This article belongs to the Section Epidemiology & Public Health)

Abstract

Background: Diabesity, the coexistence of obesity and type 2 diabetes, is a major public health concern. Shift work and unhealthy lifestyle behaviors may exacerbate its prevalence, particularly in working populations. Objective: This study aims to evaluate the association between sociodemographic characteristics, health behaviors, and shift work and the prevalence of diabesity, using both BMI and the CUN-BAE estimator, in a large cohort of Spanish workers. Methods: This cross-sectional study included 53,053 workers (59.8% men) aged 18–69 years who underwent occupational health examinations. Diabesity was defined as obesity (BMI ≥ 30 kg/m2 or high CUN-BAE) plus fasting glucose ≥ 100 mg/dL or prior diagnosis of diabetes. Adherence to the Mediterranean diet was assessed by the MEDAS questionnaire, physical activity by the IPAQ, alcohol intake by standard drink units (UBEs), and socioeconomic class by the CNAE-11 classification. Shift work was defined according to ILO criteria. Logistic regression was used to assess associations, adjusting for potential confounders. Results: Shift work was independently associated with increased odds of diabesity both in men and women. Diabesity prevalence was higher when assessed by CUN-BAE compared with BMI. Age, male sex, lower socioeconomic class, physical inactivity, smoking, poor diet adherence, and alcohol intake were all significantly associated with higher risk. The CUN-BAE index showed superior sensitivity in identifying individuals at risk. Conclusions: Shift work and unhealthy behaviors are key determinants of diabesity among Spanish workers. The use of adiposity estimators beyond BMI, such as CUN-BAE, should be encouraged in occupational health surveillance. Workplace-targeted interventions are urgently needed to address this growing metabolic burden.
Keywords: diabesity; shift work; BMI; CUN-BAE; occupational health; Mediterranean diet; insulin resistance; metabolic syndrome diabesity; shift work; BMI; CUN-BAE; occupational health; Mediterranean diet; insulin resistance; metabolic syndrome

Share and Cite

MDPI and ACS Style

Tosoratto, J.; Tárraga López, P.J.; López-González, Á.A.; Obrador de Hevia, J.; Busquets-Cortés, C.; Ramírez-Manent, J.I. Association of Shift Work, Health Behaviors, and Socioeconomic Status with Diabesity in over 53,000 Spanish Employees. J. Clin. Med. 2025, 14, 5969. https://doi.org/10.3390/jcm14175969

AMA Style

Tosoratto J, Tárraga López PJ, López-González ÁA, Obrador de Hevia J, Busquets-Cortés C, Ramírez-Manent JI. Association of Shift Work, Health Behaviors, and Socioeconomic Status with Diabesity in over 53,000 Spanish Employees. Journal of Clinical Medicine. 2025; 14(17):5969. https://doi.org/10.3390/jcm14175969

Chicago/Turabian Style

Tosoratto, Javier, Pedro Juan Tárraga López, Ángel Arturo López-González, Joan Obrador de Hevia, Carla Busquets-Cortés, and José Ignacio Ramírez-Manent. 2025. "Association of Shift Work, Health Behaviors, and Socioeconomic Status with Diabesity in over 53,000 Spanish Employees" Journal of Clinical Medicine 14, no. 17: 5969. https://doi.org/10.3390/jcm14175969

APA Style

Tosoratto, J., Tárraga López, P. J., López-González, Á. A., Obrador de Hevia, J., Busquets-Cortés, C., & Ramírez-Manent, J. I. (2025). Association of Shift Work, Health Behaviors, and Socioeconomic Status with Diabesity in over 53,000 Spanish Employees. Journal of Clinical Medicine, 14(17), 5969. https://doi.org/10.3390/jcm14175969

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