False positives can significantly impact research and application in nanotechnology. They can lead to misinterpretation of data, incorrect conclusions, and potentially wasted resources. For example, in medical diagnostics, a false positive result might lead to unnecessary treatments or further invasive testing. In environmental monitoring, it could lead to incorrect assessments of nanoparticle contamination.