Identifying location bias requires a thorough understanding of the study area's characteristics and how they may influence the results. Researchers can use geographical mapping techniques, stratified sampling, and statistical adjustments to detect and account for location bias. Comparing study findings with existing data from other regions can also help identify potential biases.