Standard multiple imputation of survey data didn't perform better than simple substitution in enhancing an administrative dataset: the example of self-rated health in England.

Frank PophamElise WhitleyOarabile MolaodiLinsay Gray

Published in: Emerging themes in epidemiology (2021)

While multiple imputation may have the potential to augment population data with information from surveys, further testing and refinement is required.

Keyphrases

electronic health record
cross sectional
big data
healthcare
health information
public health
mental health
data analysis
social media
artificial intelligence