Despite its advantages, caliper matching has limitations. These include:
Potential for reduced sample size due to strict matching criteria Difficulty in finding appropriate matches in highly heterogeneous populations Dependence on the quality and completeness of the data
Researchers must carefully consider these limitations when designing studies and interpreting results.
