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Sampling minority groups in health surveys.
1Survey Research Unit, Department of Biostatistics, School of Public Health, University of North Carolina, Chapel Hill, NC 27599, USA. bill_kalsbeek@unc.edu
Statistics in Medicine
|April 22, 2003
Summary
Sampling minority groups in health studies is challenging due to geographic spread and mobility. This study reviews methods and presents simulations for effective Hispanic sampling strategies.
Area of Science:
- Biostatistics
- Population Health
- Survey Methodology
Background:
- Sampling racial and ethnic minority groups in population-based health studies presents unique statistical challenges.
- These challenges often stem from how the sampling frame represents group members and their geographic distribution.
Purpose of the Study:
- To review sampling approaches for racial/ethnic minority groups.
- To investigate the statistical implications of geographic diffusion of minorities within area clusters.
- To evaluate the utility of space and time sampling for mobile minority populations.
Main Methods:
- Review of existing sampling strategies for minority groups.
- Simulation of sampling scenarios to assess statistical issues.
- Practical illustrations using Hispanic population data.
Main Results:
- Geographic diffusion within clusters impacts sampling accuracy.
- Different space and time sampling methods show varying utility for mobile populations.
- Simulations provide insights into effective sampling for Hispanics.
Conclusions:
- Addressing geographic diffusion and population mobility is crucial for accurate minority health study sampling.
- Tailored sampling designs are necessary to overcome challenges in reaching diverse and mobile populations.
- The study offers practical guidance for improving the representativeness of health studies involving minority groups.