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Related Experiment Videos

Understanding the relationship between relative and absolute risk

W D Dupont1, W D Plummer

  • 1Department of Preventive Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee 37232-2637, USA.

Cancer
|June 1, 1996
PubMed
Summary

Absolute risk provides more valuable clinical decision-making information than relative risk. While relative risk approximations are useful for low risks, they fail for higher risks, necessitating accurate absolute risk estimation for patient care.

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Area of Science:

  • Biostatistics
  • Clinical Decision-Making
  • Risk Assessment

Background:

  • Relative risks are commonly used to quantify outcomes but lack clinical decision-making value.
  • Absolute risks are more informative for patients and physicians.

Purpose of the Study:

  • To explain the relationship between relative and absolute risks.
  • To provide a method for estimating absolute risks from relative risks.

Main Methods:

  • Graphical aids illustrate the risk relationship.
  • An internet-accessible program utilizes a competing hazards model for estimation.
  • The program estimates absolute risks from relative risks.

Main Results:

  • Low absolute risks can be approximated by relative risk multiplied by reference population risk.

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  • This approximation is inaccurate for higher absolute risks.
  • Risk relationships vary significantly across diseases, impacting estimate accuracy.
  • Conclusions:

    • Accurate absolute risk estimates are crucial for treatment decisions.
    • Reliable estimates can be derived from accurate relative risk data over 10-20 years.