Measurement errors can occur due to faulty instruments, inconsistent data collection methods, or human oversight. For example, inaccurate self-reported data on dietary intake or physical activity levels can lead to significant measurement errors. Standardizing data collection protocols and using reliable instruments can help mitigate these errors.