A Cardiovascular Risk Score for Use in Occupational Medicine

Giuseppina Affinito1,2,3,4, Pasquale Arpaia1,3,4, Francesco Barone-Adesi5,6

  • 1Department of Electrical Engineering and Information Technology, Federico II University of Naples, 80131 Naples, Italy.

Insights

A new score, CROMA (Cardiovascular Risk in Occupational Medicine), predicts 10-year work unsuitability risk by assessing cardiovascular factors. This tool aids occupational health surveillance, identifying workers at higher risk for proactive intervention.

Area of Science:

  • Occupational Medicine
  • Cardiovascular Epidemiology
  • Preventive Healthcare

Background:

  • Cardiovascular disease is a leading cause of long-term work absence.
  • Occupational health surveillance needs tools to predict work unsuitability.
  • Integrating cardiovascular risk assessment may improve health surveillance outcomes.

Purpose of the Study:

  • To develop and validate a score for assessing 10-year unsuitability for work risk, incorporating cardiovascular risk factors.
  • To create a preventive tool for occupational health surveillance.
  • To evaluate the score's performance against existing cardiovascular disease (CVD) risk scores.

Main Methods:

  • Utilized Cox proportional hazards regression models on data from 11,079 Italian workers.
  • Developed two scores: CROMA and CROMB, differing in variable inclusion criteria.
  • Assessed calibration, goodness of fit, and discrimination of the developed scores.

Main Results:

  • The CROMA score, including age, sex, smoking, blood pressure, BMI, height, hypertension, diabetes, ischemic heart disease, mental disorders, and related medications, showed better calibration than CROMB.
  • Higher risk classes in both scores correlated with increased unsuitability for work.
  • CROMA demonstrated superior goodness of fit and discrimination compared to existing CVD risk scores.

Conclusions:

  • The CROMA score effectively predicts 10-year unsuitability for work risk in occupational settings.
  • Cardiovascular risk factors are positively associated with the risk of unsuitability for work.
  • CROMA serves as a valuable tool for enhancing cardiovascular risk assessment in occupational health surveillance.

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