- Improve the analytical skills of the HR function.
- Ensure that data is clean, organized and ready for analysis.
- Keep projects focused on solving key business problems.
- Maintain rigor; do not confuse correlation and causation.
- Strike a balance; perfectionism is a drawback.
- Seek small wins at first.
- Establish cross-functional cooperation for data gathering, storage and analysis.
- Reassure staff that analytics is an aid to human decision-making, not a replacement.
- Understand the legal and ethical complexities of employee monitoring.
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