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Direct linkXi Song; Yu Xie – Sociological Methods & Research, 2025
In this paper, we propose a method for constructing an occupation-based socioeconomic index that can easily incorporate changes in occupational structure. The resulting index is the occupational percentile rank for a given cohort, based on contemporaneous information pertaining to educational composition and the number of workers at the occupation…
Descriptors: Socioeconomic Status, Occupations, National Surveys, Statistical Data
Eli Ben-Michael; Lindsay Page; Luke Keele – Grantee Submission, 2024
In a clustered observational study, a treatment is assigned to groups and all units within the group are exposed to the treatment. We develop a new method for statistical adjustment in clustered observational studies using approximate balancing weights, a generalization of inverse propensity score weights that solve a convex optimization problem…
Descriptors: Research Design, Statistical Data, Multivariate Analysis, Observation
Alicia J. Lozano; Monica L. Ahrens; Genevieve R. Lyons; Jennie Z. Ma; Sarah J. Ratcliffe; Alexandra L. Hanlon – Journal of STEM Education: Innovations and Research, 2024
Background: The field of collaborative biostatistics plays a critical role in translating scientific discoveries into practical applications by providing sound statistical analysis, ensuring data integrity, and facilitating interdisciplinary collaboration in translational science and decision-making in healthcare. The role of a collaborative…
Descriptors: Undergraduate Students, Health Education, Statistics Education, Interdisciplinary Approach
