Ageing in the working population associated with obesity and cardiovascular risk parameters




Aging, Cardiovascular risk, Obesity, Occupational health, Prevention


Objective: The shift experienced in recent decades in developed countries, with an aging population, also affects the working population. This is associated with an increase in diseases such as obesity and cardiovascular risk. The objective of this study is to understand the relationship between aging in men and women with respect to obesity and cardiovascular risk in a working population.

Materials and methods: A cross-sectional descriptive study was conducted on 389 workers in the chemical industry sector of the Autonomous Community of Murcia. The relationship between age and BMI, CUN BAE, and RCV SCORE in men and women was calculated.

Results: In both sexes, people ≥ 50 years show a higher BMI and body fat percentage than those < 50 years with p <0.001. In the female population aged ≥ 50 years, an increase in body fat percentage is observed compared to those aged < 50 years with p <0.001. CUN BAE shows higher values in individuals aged ≥ 50 years in both sexes (p <0.001), being higher in women. The RCV SCORE in both sexes is low in the studied population, with no significant differences observed by sex and age.

Conclusions: Significant differences are observed in workers aged ≥ 50 years in obesity, BMI, and CUN BAE. Therefore, in order to act in primary prevention and health promotion in obesity and RCV related to aging within companies, it is useful to include parameters such as: BMI, CUN BAE, and RCV SCORE in health surveillance protocols.


Varianou-Mikellidou C, Boustras G, Dimopoulos C, Wybo JL, Guldenmund FW, Nicolaidou O, et al. Occupational health and safety management in the context of an ageing workforce. Saf Sci. 2019;116:231-44.

Delloiacono N. Musculoskeletal Safety for Older Adults in the Workplace: Review of Current Best Practice Evidence. Workplace Health Saf. 2015;63(2):48-53.

CDC National Center for Chronic Disease Prevention and Health Promotion. Older Employees in the Workplace [Internet]. 2012. Disponible: http://www. Public No_1_Older_Employees_in_the_Workplace_7-12-2012_FINAL508.pdf.

Calcinotto A, Kohli J, Zagato E, Pellegrini L, Demaria M, Alimonti A. Cellular Senescence: Aging, Cancer, and Injury. Physiol Rev. 2019;99(2):1047-78.

Mohammed MS, Sendra S, Lloret J, Bosch I. Systems and WBANs for Controlling Obesity. J Healthc Eng. 2018;2018:1-21.

Chooi YC, Ding C, Magkos F. The epidemiology of obesity. Metabolism. 2019;92:6-10.

Kotsis V, Jordan J, Micic D, Finer N, Leitner DR, Toplak H, et al. Obesity and cardiovascular risk: a call for action from the European Society of Hypertension Working Group of Obesity, Diabetes and the High-risk Patient and European Association for the Study of Obesity part A mechanisms of obesity induced hypertension, diabetes and dyslipidemia and practice guidelines for treatment. J Hypertens. 2018;36(7):1427-40.

Jura M, Kozak LeslieP. Obesity and related consequences to ageing. AGE. 2016;38(1):23.

Arnett DK, Blumenthal RS, Albert MA, Buroker AB, Goldberger ZD, Hahn EJ, et al. 2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease: Executive Summary. J Am Coll Cardiol. 2019;74(10):1376-414.

Diemer FS, Brewster LM, Haan YC, Oehlers GP, van Montfrans GA, Nahar-van Venrooij LMW. Body composition measures and cardiovascular risk in high-risk ethnic groups. Clin Nutr. 2019;38(1):450-6.

Converso D, Sottimano I, Guidetti G, Loera B, Cortini M, Viotti S. Aging and Work Ability: The Moderating Role of Job and Personal Resources. Front Psychol. 2018;8:2262.

Kawada T, Otsuka T, Inagaki H, Wakayama Y, Katsumata M, Li Q, et al. Relationship among lifestyles, aging and psychological wellbeing using the General Health Questionnaire 12-items in Japanese working men. Aging Male. 2011;14(2):115-8.

BOE-A-1995-24292 Ley 31/1995, de 8 de noviembre, de prevención de Riesgos Laborales. Disponible:

BOE-A-2018-16673 Ley Orgánica 3/2018, de 5 de diciembre, de Protección de Datos Personales y garantía de los derechos digitales. Disponible:

Weir CB, Jan A. BMI Classification Percentile And Cut Off Points. 2022 Jun 27.

WHO. Obesidad y sobrepeso. 2021. Disponible:

Gómez-Ambrosi J, Silva C, Catalán V, Rodríguez A, Galofré JC, Escalada J, Valentí V, Rotellar F, Romero S, Ramírez B, Salvador J, Frühbeck G. Clinical usefulness of a new equation for estimating body fat. Diabetes Care. 2012;35(2):383-8.

Buitrago F, Cañón-Barroso L, Díaz-Herrera N, Cruces-Muro E, Escobar-Fernández M, Serrano-Arias JM. Comparación de las tablas REGICOR y SCORE para la clasificación del riesgo cardiovascular y la identificación de pacientes candidatos a tratamiento hipolipemiante o antihipertensivo. Rev Esp Cardiol. 2007;60(2):139-47.

Ministerio de Economía y Hacienda. Real Decreto 1591/2010, de 26 de noviembre, por el que se aprueba la Clasificación Nacional de Ocupaciones 2011. Sec. 1, Real Decreto 1591/2010 dic 17, 2010 p. 104040-60.

Patnaik L, Pattnaik S, Rao EV, Sahu T. Validating neck circumference and waist circumference as anthropometric measures of overweight/obesity in adolescents. Indian Pediatr. 2017;54(5):377-80.

Corrêa MM, Facchini LA, Thumé E, Oliveira ERA de, Tomasi E. The ability of waist-to-height ratio to identify health risk. Rev Saúde Pública. 2019;53:66.

Veronese N, Stubbs B, Noale M, Solmi M, Rizzoli R, Vaona A, et al. Adherence to a Mediterranean diet is associated with lower incidence of frailty: A longitudinal cohort study. Clin Nutr. 2018;37(5):1492-7.

Goetzel RZ, Henke RM, Head MA, Benevent R, Calitz C. Workplace Programs, Policies, And Environmental Supports To Prevent Cardiovascular Disease. Health Aff (Millwood). 2017;36(2):229-36.

Mancia G, Fagard R, Narkiewicz K, Redón J. 2013 ESH/ESC Guidelines for the management of arterial hypertension. Journal of hypertension. 2013;31(7):1281-357.

Petersmann A, Müller-Wieland D, Müller UA, Landgraf R, Nauck M, Freckmann G, et al. Definition, Classification and Diagnosis of Diabetes Mellitus. Exp Clin Endocrinol Diabete. 2019;127(S 01):S1-7.

Grupo de Trabajo de la Sociedad Europea de Cardiología, European Atherosclerosis Society. Guía ESC/EAS 2019 sobre el tratamiento de las dislipemias: modificación de los lípidos para reducir el riesgo cardiovascular. Rev Esp Cardiol. 2020;73(5):403.e1-403.e70.

Poscia A, Moscato U, La Milia DI, Milovanovic S, Stojanovic J, Borghini A, et al. Workplace health promotion for older workers: a systematic literature review. BMC Health Serv Res. 2016;16(S5):329.

Lin TY, Liao PJ, Ting MK, Hsu KH. Lifestyle characteristics as moderators of the effectiveness of weight control interventions among semiconductor workers. Biomed. 2018;41(6):376-84.

Di Tecco C, Fontana L, Adamo G, Petyx M, Iavicoli S. Gender differences and occupational factors for the risk of obesity in the Italian working population. BMC Public Health. 2020;20(1):706.

O’Brien VM, Nea FM, Pourshahidi LK, Livingstone MBE, Bardon L, Kelly C, et al. Overweight and obesity in shift workers: associated dietary and lifestyle factors. Eur J Public Health. 2020;30(3):532-7.

Cassani RS, Nobre F, Pazin Filho A, Schmidt A. Prevalence of cardiovascular risk factors in a population of Brazilian industry workers. Arq Bras Cardiol. 2009;92(1):16-22.

Martyniak K, Masternak MM. Changes in adipose tissue cellular composition during obesity and aging as a cause of metabolic dysregulation. Exp Gerontol. 2017;94:59-63.

Park HJ, Hong YH, Cho YJ, Lee JE, Yun JM, Kwon H, et al. Trends and Cut-Point Changes in Obesity Parameters by Age Groups Considering Metabolic Syndrome. J Korean Med Sci. 2018;33(7):e47.

Davila-Batista V, Molina AJ, Fernández-Villa T, Romaguera D, Pérez-Gómez B, Vilorio-Marqués L, et al. The Relation of CUN-BAE Index with Body Mass Index and Waist Circumference in Adults Aged 50 to 85 Years: The MCC-Spain Study. Nutrients. 2020;12(4):996.

Gu JK, Charles LE, Fekedulegn D, Allison P, Ma CC, Violanti JM, et al. Temporal trends in prevalence of cardiovascular disease (CVD) and CVD risk factors among U.S. older workers: NHIS 2004–2018. Ann Epidemiol. 2021;55:78-82.

Baena Díez JM, Val García JL del, Héctor Salas Gaetgens L, Sánchez Pérez R, Altes Vaques E, Deixens Martínez B, et al. Comparación de los modelos SCORE y REGICOR para el cálculo del riesgo cardiovascular en sujetos sin enfermedad cardiovascular atendidos en un centro de salud de Barcelona. Rev Esp Salud Pública. 2005;79(4):453-64.




How to Cite

Fernández Rodríguez AM, Rueda Garrido JC, Serrano RL, López González Ángel A, Vicente-Herrero MT. Ageing in the working population associated with obesity and cardiovascular risk parameters. J Clin Trials Exp Investig [Internet]. 2023 Aug. 2 [cited 2024 Jun. 24];2(3):111-20. Available from: