Several challenges exist in INR monitoring, including variability in test results due to differences in laboratory techniques, patient adherence to medication, and dietary factors that affect vitamin K levels. Epidemiologists must account for these variables when analyzing INR data to ensure accurate assessments of patient outcomes and treatment efficacy.