What is a fundamental principle in managing test data effectively?

Data independence is a fundamental principle in managing test data effectively. It refers to the concept of separating test data from test scripts, allowing for flexibility and reusability. By maintaining data independence, changes to test data do not impact the test scripts, making it easier to update and manage test scenarios. This principle is crucial for creating robust and maintainable automation scripts.