First-authored paper in JAMIA by Andrew Guide
Congratulations to senior biostatistician Andrew Guide on first-authorship of "Balancing efficacy and computational burden: weighted mean, multiple imputation, and inverse probability weighting methods for item non-response in reliable scales," an article published in JAMIA: A Scholarly Journal of Informatics in Health and Biomedicine on August 13. Co-authors include assistant in biostatistics Shawn Garbett, senior biostatistician Xiaoke (Sarah) Feng, and professor Qingxia (Cindy) Chen, who is the paper's corresponding author, with colleagues in VICTR, DBMI, and Ohio State's Department of Internal Medicine. The study examined ways of interpreting non-responses to the Physical Activity Neighborhood Environment Scale (PANES) in the All of Us Social Determinants of Health survey and to what degree computationally intensive approaches are advisable. In the words of Guide and his co-authors, their goal is "to inform researchers on considerations for handling incomplete data in participant surveys, utilize the data received as efficiently and accurately as possible, and better understand how to use surveys with missingness to conduct accurate research." Guide, Garbett, Chen, and some other team members published another paper on interpreting All of Us data earlier this year; Guide, Garbett, and Feng also served as teaching asistants in this year's Summer Institute short course on the All of Us research program.
Figure 1 in Guide et al., "Balancing efficacy..." For the full caption, view the figure at its journal page or within the full paper.