What are the Challenges of Automated Data Collection?

Despite its advantages, automated data collection faces several challenges:

Data Privacy: Ensuring the confidentiality of personal health information is paramount.
Data Quality: Automated systems must be designed to minimize errors and biases.
Interoperability: Different systems and devices must be able to communicate and share data effectively.
Ethical Concerns: Issues related to consent and the use of collected data must be addressed.
Technical Limitations: Ensuring the reliability and accuracy of devices and sensors is crucial.