Question

Difficulty: Very hardMeasures of Disease Frequency and Association

A team of epidemiologists conducts a case-control study to evaluate the association between the use of a novel agricultural herbicide and the development of a rare form of non-Hodgkin lymphoma. They recruit 100 patients recently diagnosed with this specific lymphoma (cases) and 400 healthy age- and sex-matched individuals from the same region (controls).

The exposure histories of both groups are summarized in the table below:

Exposure StatusCases (Lymphoma)Controls (Healthy)
Exposed to herbicide80200
Not exposed to herbicide20200
Total100400

The annual incidence of this specific non-Hodgkin lymphoma in the general population is approximately 3 per 100,000.

Based on these findings, what percentage of the lymphoma cases among the exposed workers can be attributed to this herbicide exposure?

  1. A
    4%4\%
  2. B
    60%60\%
  3. C
    68%68\%
  4. 75%75\%Answer
  5. E
    80%80\%

Answer

The percentage of the lymphoma cases among the exposed workers that can be attributed to the herbicide exposure is 75%75\%.
The question asks for the Attributable Risk Percent (ARP) in the exposed group. Because this is a case-control study, relative risk (RR) cannot be calculated directly. However, the disease is stated to be rare (incidence 3 per 100,000), which satisfies the rare disease assumption. This allows the Odds Ratio (OR) to be used as a reliable estimate of RR. First, calculate the OR: (Odds of exposure in cases) / (Odds of exposure in controls) = (80/20) / (200/200) = 4 / 1 = 4. Next, substitute the OR into the ARP formula: ARP = (RR - 1) / RR ≈ (OR - 1) / OR = (4 - 1) / 4 = 3/4 = 75%.

Step-by-Step Solution

1
Identify the study design and required metric.
This is a case-control study. The question asks for the Attributable Risk Percent (ARP) in the exposed.
The design dictates which statistical associations can be calculated; case-control studies yield Odds Ratios (OR), not direct Relative Risk (RR).
2
Verify if the rare disease assumption holds.
The incidence is 3 per 100,000 (very low). Therefore, the rare disease assumption is met.
When a disease is rare, the OR provides a reliable mathematical approximation of the RR.
3
Calculate the Odds Ratio (OR).
Odds of exposure in cases = 80 / 20 = 4. Odds of exposure in controls = 200 / 200 = 1. OR = 4 / 1 = 4.
OR compares the odds of exposure between the diseased group and the healthy group.
4
Calculate the Attributable Risk Percent (ARP) using OR.
ARP = (OR - 1) / OR = (4 - 1) / 4 = 3 / 4 = 0.75, or 75%.
The ARP formula calculates the fraction of disease in the exposed population that is directly attributable to the specific exposure.

Key Concept

In a case-control study analyzing a rare disease, the Odds Ratio (OR) accurately approximates the Relative Risk (RR) and can be substituted into the Attributable Risk Percent formula: ARP = (OR - 1) / OR.
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