Health- and work-related predictors of work disability among employees with a cardiometabolic disease--A cohort study
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Updated: Mar 24, 2026

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Jenni Ervasti1, Mika Kivimäki2, Jaana Pentti1
1Finnish Institute of Occupational Health, Helsinki, Finland.
Insights
Aging employees with cardiometabolic diseases face a higher risk of disability pension. Modifiable factors like obesity and psychological distress significantly contribute to this increased risk, impacting labor market exit.
Area of Science:
- Occupational Health
- Cardiovascular Epidemiology
- Public Health
Background:
- Cardiometabolic diseases (heart/cerebrovascular disease, diabetes, hypertension) are increasing in aging workforces.
- Understanding factors contributing to disability pension in this demographic is crucial for workforce health management.
Purpose of the Study:
- To investigate health- and work-related factors associated with disability pension risk in employees with cardiometabolic diseases.
- To quantify the contribution of these factors to work disability.
Main Methods:
- A 7-year follow-up (2005-2011) of 4798 employees with cardiometabolic disease and 9716 without.
- Linked register and survey data (2004) to disability pension records.
- Used Cox proportional hazards modeling to estimate hazard ratios (HR) and 95% confidence intervals (CI).
Main Results:
- Employees with heart/cerebrovascular disease had a 2.88-fold higher risk of disability pension.
- Diabetes (1.84-fold) and hypertension (1.50-fold) also significantly increased risk.
- Obesity (in diabetes/hypertension) and psychological distress (in heart/cerebrovascular disease) were key contributors, explaining 11-28% of excess work disability.
Conclusions:
- Modifiable factors, including obesity and mental comorbidities, are significant predictors of permanent labor market exit due to disability in individuals with cardiometabolic disease.
- Interventions targeting these factors may reduce work disability in this population.
Objective:
The proportion of aging employees with cardiometabolic diseases, such as heart or cerebrovascular disease, diabetes and chronic hypertension is on the rise. We explored the extent to which health- and work-related factors were associated with the risk of disability pension among individuals with such cardiometabolic disease.
Methods:
A cohort of 4798 employees with and 9716 employees without a cardiometabolic disease were followed up for 7years (2005-2011) for disability pension. For these participants, register and survey data (from 2004) were linked to records on disability pensions. Cox proportional hazards modeling was used for estimating the hazard ratios (HR) with 95% confidence intervals (CI).
Results:
Individuals with heart or cerebrovascular disease had 2.88-fold (95% CI=2.50-3.31) higher risk of all-cause disability pension compared to employees with no cardiometabolic disease. Diabetes was associated with a 1.84-fold (95% CI=1.52-2.23) and hypertension a 1.50-fold (95% CI=1.31-1.72) increased risk of disability pension. Obesity in cases of diabetes and hypertension (15%) and psychological distress in cases of heart or cerebrovascular disease (9%) were the strongest contributing factors. All 12 health- and work-related risk factors investigated accounted for 24% of the excess work disability in hypertension, 28% in diabetes, and 11% in heart or cerebrovascular disease. Cause-specific analyses (disability pension due to mental, musculoskeletal and circulatory system diseases) yielded similar results.
Conclusions:
In this study, modifiable risk factors, such as obesity and mental comorbidity, predicted permanent exit from the labor market due to disability in individuals with cardiometabolic disease.
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