Studying missingness in spinal cord injury data: challenges and impact of data imputation.
Lucie BourguignonLouis P LukasJames D GuestFred H GeislerVanessa K NoonanArmin CurtSarah Catharina BrüningkCatherine Ruth JutzelerPublished in: BMC medical research methodology (2024)
Data-tailored imputation strategies are required (e.g., characterisation of the missingness pattern, last observation carried forward for repeated measures evolving to a plateau over time). Therefore, systematically reporting the extent, kind and decisions made regarding missing data will be essential to improve the interpretation, transparency, and reproducibility of the research presented.