Prevalence of Elevated Insulin Resistance Risk in a Large Office Worker Population: Sex-Stratified Analyses and Lifestyle Correlates

Background: Insulin resistance (IR) is a key pathophysiological mechanism linking obesity, type 2 diabetes, and cardiovascular disease. Office workers, due to prolonged sedentary behavior and suboptimal lifestyle patterns, may be particularly susceptible to IR. However, large-scale studies in this occupational group remain scarce. Objective: To evaluate the prevalence of elevated IR risk using non–insulin-based indices—TyG, METS-IR, and SPISE—and their associations with sociodemographic and lifestyle factors in a large sample of Spanish office workers. Methods: This cross-sectional study included 82,020 office workers from Spain (2021–2022). IR risk was assessed using the TyG index, METS-IR, and SPISE, all derived from fasting biochemical and anthropometric data. Sociodemographic and lifestyle variables were self-reported using validated questionnaires. Sex-stratified analyses and multivariate logistic regression models were performed. Results: Men showed significantly higher odds of elevated IR risk compared to women across all indices: TyG (OR = 2.48, 95% CI: 2.37–2.60), METS-IR (OR = 1.47, 95% CI: 1.38–1.57), and SPISE (OR = 1.88, 95% CI: 1.78–1.99). Smoking, physical inactivity, and low adherence to the Mediterranean diet were independently associated with elevated IR scores, regardless of sex or age. Conclusions: A substantial proportion of office workers exhibit elevated insulin resistance risk, particularly among men and those with unhealthy lifestyles. TyG, METS-IR, and SPISE are valuable, low-cost tools for early IR detection in occupational health settings. These findings support the implementation of preventive strategies targeting modifiable behaviors in sedentary working populations.

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Journal
Diabetology
Published
2025-11-04
DOI
https://doi.org/10.3390/diabetology6110137
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
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article
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article

Prevalence of Elevated Insulin Resistance Risk in a Large Office Worker Population: Sex-Stratified Analyses and Lifestyle Correlates

Carla Busquets-Cortés, José Ignacio Ramírez‐Manent, Ángel Arturo López‐González, Pedro Juan Tárraga López et al.
Diabetology
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Prevalence of Elevated Insulin Resistance Risk in a Large Office Worker Population: Sex-Stratified Analyses and Lifestyle Correlates

Carla Busquets-Cortés, José Ignacio Ramírez‐Manent, Ángel Arturo López‐González, Pedro Juan Tárraga López, Irene Coll Campayo, Autumn B. Gallegos, Miguel García Samuelsson
article en

Abstract

Background: Insulin resistance (IR) is a key pathophysiological mechanism linking obesity, type 2 diabetes, and cardiovascular disease. Office workers, due to prolonged sedentary behavior and suboptimal lifestyle patterns, may be particularly susceptible to IR. However, large-scale studies in this occupational group remain scarce. Objective: To evaluate the prevalence of elevated IR risk using non–insulin-based indices—TyG, METS-IR, and SPISE—and their associations with sociodemographic and lifestyle factors in a large sample of Spanish office workers. Methods: This cross-sectional study included 82,020 office workers from Spain (2021–2022). IR risk was assessed using the TyG index, METS-IR, and SPISE, all derived from fasting biochemical and anthropometric data. Sociodemographic and lifestyle variables were self-reported using validated questionnaires. Sex-stratified analyses and multivariate logistic regression models were performed. Results: Men showed significantly higher odds of elevated IR risk compared to women across all indices: TyG (OR = 2.48, 95% CI: 2.37–2.60), METS-IR (OR = 1.47, 95% CI: 1.38–1.57), and SPISE (OR = 1.88, 95% CI: 1.78–1.99). Smoking, physical inactivity, and low adherence to the Mediterranean diet were independently associated with elevated IR scores, regardless of sex or age. Conclusions: A substantial proportion of office workers exhibit elevated insulin resistance risk, particularly among men and those with unhealthy lifestyles. TyG, METS-IR, and SPISE are valuable, low-cost tools for early IR detection in occupational health settings. These findings support the implementation of preventive strategies targeting modifiable behaviors in sedentary working populations.

DiabetologyVol. 6(11)
Health Research Institute of the Balearic Islands (ES), Research Institute of Health Sciences (ES), Universitat de les Illes Balears (ES), University of Castilla-La Mancha (ES)
Openalex Percentile: Top 56%
Diabetes, Cardiovascular Risks, and Lipoproteins
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