Standards should be applied in the prevention and handling of missing data for patient-centered outcomes research: a systematic review and expert consensus

We urge researchers to adopt rigorous methodology and promote good science by applying best practices to the prevention and handling of missing data. Developing guidance on the prevention and handling of missing data for observational studies and studies that use existing records is a priority for future research.