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Odds Ratio Calculator

The Odds Ratio (OR) measures the association between an exposure and an outcome in retrospective case-control studies where incidence cannot be directly measured.

Individuals with the condition who had the exposure.

Individuals with the condition who lacked the exposure.

Healthy controls who had the exposure.

Healthy controls who lacked the exposure.

Calculated Result
4.667 OR

Odds Ratio

Odds Ratio (OR)

4.667

95% Confidence Interval

2.35 – 9.27

Odds in Cases

2.000

Odds in Controls

0.429

Calculation Breakdown

  1. Cross-Product Ratio FormulaOR = (a × d) ÷ (b × c) = (40 × 70) ÷ (20 × 30) = 2800 ÷ 600 = 4.667.
  2. Standard Error of Log OddsSE(ln OR) = √(1/a + 1/b + 1/c + 1/d) = √(1/40 + 1/20 + 1/30 + 1/70) = 0.350.

Exposure Odds Comparison

Interactive visualization based on your current inputs

Odds
0.01.22.33.54.7Cases (a/b)Controls (c/d)Odds Ratio (OR)Study GroupOdds of Exposure

What Is the Odds Ratio Calculator?

An odds ratio calculator determines relative odds of exposure occurrence in retrospective clinical research.

How Does the Odds Ratio Calculator Work?

Computes the cross-product ratio (ad)/(bc) and derives Woolfs log-linear confidence boundaries.

Odds Ratio Calculator Formula & Variables

The core mathematical equation utilized by this calculator is expressed as:

OR = (a × d) ÷ (b × c) · SE(ln OR) = √(1/a + 1/b + 1/c + 1/d)

Cross-multiplies contingency cells and evaluates asymptotic standard error in log space.

How to Use the Odds Ratio Calculator

  1. Enter the four cell counts representing exposed and unexposed cases and controls.

Step-by-Step Example Calculation

Cases (40/20) vs Controls (30/70)

Input Values:

casesExposed:40
casesUnexposed:20
controlsExposed:30
controlsUnexposed:70

Understanding Your Result

Displays estimated odds ratio, confidence interval, and individual odds for cases and controls.

Factors That Affect the Result

  • Selection bias in control recruitment and recall bias in retrospective histories.

When Should You Use This Calculator?

  • Case-control observational studies, outbreak tracing, and logistic regression evaluation.

Assumptions & Limitations

  • Requires non-zero cell frequencies for standard asymptotic confidence intervals.

Frequently Asked Questions

Calculation Accuracy & Reference Note

Standard Woolf formulation for odds ratio estimation.

Explore more tools and calculators in Statistics Calculators