A comparison of spatial clustering and cluster detection techniques for childhood leukemia incidence in Ohio, 1996 – 2003
2007

Childhood Leukemia Clustering in Ohio: A Study of Spatial Patterns

Sample size: 738 publication 10 minutes Evidence: moderate

Author Information

Author(s): David C. Wheeler

Primary Institution: Emory University

Hypothesis

Is there statistically significant global clustering and local clusters of childhood leukemia cases in Ohio from 1996 to 2003?

Conclusion

The study found inconclusive evidence of significant local clusters of childhood leukemia in Ohio, but no significant overall clustering.

Supporting Evidence

  • The study used 738 individual leukemia cases diagnosed between 1996 and 2003.
  • No significant overall clustering was found when considering all age cases together.
  • Different methods yielded inconsistent results regarding local clustering.

Takeaway

The study looked at where childhood leukemia cases happened in Ohio and found some areas with more cases, but overall, it didn't show a clear pattern.

Methodology

The study used individual case data from the Ohio Cancer Incidence Surveillance System and applied various spatial cluster detection methods including the K function, kernel intensity function, and Cuzick and Edwards' method.

Potential Biases

Potential biases in geocoding and control selection could affect the results.

Limitations

The findings are based on a large and diverse study area, which may dilute the effects of local risk factors.

Participant Demographics

Children aged 0 to 14 years diagnosed with leukemia in Ohio from 1996 to 2003.

Statistical Information

P-Value

0.27

Digital Object Identifier (DOI)

10.1186/1476-072X-6-13

Want to read the original?

Access the complete publication on the publisher's website

View Original Publication