The choice of data collection methods impacts the study's feasibility and validity:
Surveys: These are cost-effective but can suffer from response bias. Biological Samples: These can provide objective measures but are often more invasive and expensive. Electronic Health Records: These offer a wealth of data but can be challenging to standardize and analyze.
