2
There is a robust process for choosing and designing the dataset to be collected that involves appropriate stakeholders, including a data-curation team with appropriate skill mix.
Examples
1: Data governance team should include all the important and key stakeholders such as: data curator, steward, analysts.
2: Subject matter experts should be involved from the outset (study design time) to ensure that the data is sufficient and aligned to fullfill the study objectives.
3: Technical experts should be involved from the outset (study design time) to ensure that the variables to be collected are appropriately specified.