Related Experiment Video
Updated: Oct 30, 2025

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
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.
Abstract:
Cardiovascular disease is one of the most frequent causes of long-term sickness absence from work. The study aims to develop and validate a score to assess the 10-year risk of unsuitability for work accounting for the cardiovascular risk. The score can be considered as a prevention tool that would improve the cardiovascular risk assessment during health surveillance visits under the assumption that a high cardiovascular risk might also translate into high risk of unsuitability for work. A total of 11,079 Italian workers were examined, as part of their scheduled occupational health surveillance. Cox proportional hazards regression models were employed to derive risk equations for assessing the 10-year risk of a diagnosis of unsuitability for work. Two scores were developed: the CROMA score (Cardiovascular Risk in Occupational Medicine) included age, sex, smoking status, blood pressure (systolic and diastolic), body mass index, height, diagnosis of hypertension, diabetes, ischemic heart disease, mental disorders and prescription of antidiabetic and antihypertensive medications. The CROMB score was the same as CROMA score except for the inclusion of only variables statistically significant at the 0.05 level. For both scores, the expected risk of unsuitability for work was higher for workers in the highest risk class, as compared with the lowest. Moreover results showed a positive association between most of cardiovascular risk factors and the risk of unsuitability for work. The CROMA score demonstrated better calibration than the CROMB score (11.624 (p-value: 0.235)). Moreover, the CROMA score, in comparison with existing CVD risk scores, showed the best goodness of fit and discrimination.
More Related Videos
Related Concept Videos
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Cardiovascular Drugs: Classification based on Therapeutic Indications
Relative Risk
Assessment of the Cardiovascular System II: Inspection
Head and Neck

