False negatives can occur due to various factors, including human error, instrument calibration issues, or the inherent limitations of the analytical methods used. Inadequate sample collection, improper storage conditions, and the sensitivity of the assay itself can also contribute to false negatives. Additionally, the presence of interfering substances in the sample can mask the analyte of interest, leading to incorrect conclusions.