Data consistency makes it possible to generate accurate and actionable information for data-driven decision-making. For data in talent recruiting and hiring to be reliable, it requires volume. If you keep changing the way you measure metrics, it’s highly likely that your reporting will become inaccurate, skewed or meaningless.
After you’ve defined reporting objectives as part of your talent acquisition strategy, make sure that you’ve considered the best way to collate and represent the data and stick to that method going forward. You can ensure consistency by using data validation options. For example:
- Using number fields for numerical values that need to fit a certain range or have a minimum value, as opposed to using free text fields.
- Use a single option or multiple select fields to track information that needs to be standardized.