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The 'lottery' of cardiovascular risk estimation with Internet-based risk calculators
Giuseppe Lippi1, Fabian Sanchis-Gomar2,3
1Section of Clinical Biochemistry, University of Verona, Verona, Italy.
Insights
Online cardiovascular disease (CVD) risk calculators show significant variability. This study found a nearly 10-fold difference in calculated 10-year CVD risk scores between popular web-based tools.
Area of Science:
- Cardiology
- Public Health
- Health Informatics
Background:
- Cardiovascular disease (CVD) is a leading global cause of mortality and disability.
- Numerous guidelines exist, leading to a proliferation of online CVD risk calculators.
- The accuracy and consistency of these web-based tools are not well-established.
Purpose of the Study:
- To investigate the concordance among popular internet-based cardiovascular disease (CVD) risk calculators.
- To assess the variability in CVD risk scores generated by different online tools.
Main Methods:
- A Google search identified the top 10 free online CVD risk calculators.
- Two standardized cardiovascular profiles (55-year-old male, intermediate risk; 45-year-old female, low risk) were used.
- Risk scores were calculated using 11 different internet-based CVD risk calculators.
Main Results:
- Significant variability was observed in the calculated 10-year CVD risk scores.
- For the 55-year-old male, risk estimates ranged from 3% to over 25% (median 12.9%).
- For the 45-year-old female, risk estimates ranged from 0% to 4% (median 1.2%).
Conclusions:
- Internet-based CVD risk calculators exhibit substantial discrepancies in risk scoring.
- The variability is particularly pronounced for individuals at intermediate CVD risk.
- Users should exercise caution when interpreting results from online CVD risk calculators due to potential inconsistencies.
Abstract:
The cardiovascular disease (CVD) is the leading cause of disability and premature death around the world. The ongoing publication of systematic and critical literature reviews has contributed to generate a kaleidoscope of guidelines by different scientific organizations. We investigated the accordance among the most popular web-based CVD risk calculators on the Internet. We carried out a simple study, by estimating the risk of CVD using the most popular Internet-based calculators available on the Internet. A Google search was performed, using the keyword "cardiovascular risk calculator", to identify the first 10 websites providing free on-line CVD risk calculators. We arbitrarily selected the cardiovascular profile of two subjects of a typical Western family: a 55-year man at a likely intermediate cardiovascular risk and a 45-year woman at a probable low risk. The score calculated according to the two arbitrary CVD risk profiles, one of whom was supposed to be at intermediate risk and the other at lower risk, was extremely variable. More specifically, the 10-year CVD risk of the 55-year old man varied from 3% to over 25% (median value, 12.9%, interquartile range [IQR], 10.7-19.0%), whereas that of the 45-year women varied between 0% and 4% (median value, 1.2%; IQR, 0.4-2.2%), thus displaying a nearly 10-fold variation in both cases. We concluded from our analysis of 11 different Internet-based CVD risk calculators that the final 10-year risk score can be extremely different, especially for the 55-year old man at predictably intermediate risk.
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