What are the main challenges in data collection?

What are the main challenges in data collection?

Some key challenges include data quality, privacy concerns, and the cost of data collection.

Can you elaborate on data quality issues?

Data quality issues often arise from inaccuracies, inconsistencies, and incomplete data, which can skew results.

How do privacy concerns affect data collection?

Privacy concerns can limit the types of data collected and require compliance with regulations like GDPR.

What strategies can be used to overcome these challenges?

Strategies include implementing robust data validation processes, ensuring transparency, and using technology to enhance data collection.