By adhering to metadata standards, researchers can ensure that their data is collected and reported in a consistent manner. This reduces the risk of errors and biases, and makes it easier to replicate studies. Additionally, metadata standards often include quality control measures, such as data validation and auditing, which further enhance data reliability.