Reducing selection bias while maintaining precision through an integrated analysis: 2-year longitudinal analysis of imaging outcomes in the SPondyloArthritis Caught Early cohort

Multilevel models retain level variability by integrating information across patients, time points, readers and rounds to reduce selection bias and improve precision of change, which would otherwise be lost in simpler models.

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Publication Details

Journal
RMD Open
Published
2026-01-01
DOI
https://doi.org/10.1136/rmdopen-2025-006634
Primary Topic
Spondyloarthritis Studies and Treatments
Type
article
Field-Weighted Citation Impact
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article

Reducing selection bias while maintaining precision through an integrated analysis: 2-year longitudinal analysis of imaging outcomes in the SPondyloArthritis Caught Early cohort

Inger Jorid Berg, R. B. M. Landewé, Liese J. E. de Bruin, F. van Gaalen et al.
RMD Open
Spondyloarthritis Studies and Treatments
article

Reducing selection bias while maintaining precision through an integrated analysis: 2-year longitudinal analysis of imaging outcomes in the SPondyloArthritis Caught Early cohort

Inger Jorid Berg, R. B. M. Landewé, Liese J. E. de Bruin, F. van Gaalen, M. van Lunteren, Désirée M F M van der Heijde, Carl Turesson, Mary Lucy Marques, Monique Reijnierse, Manouk de Hooge, Sofia Ramiro, Roberta Ramonda
article en

Abstract

Multilevel models retain level variability by integrating information across patients, time points, readers and rounds to reduce selection bias and improve precision of change, which would otherwise be lost in simpler models.

RMD OpenVol. 12(1)
University of Padua (IT), Lund University (SE), Leiden University Medical Center (NL), Ghent University Hospital (BE), Diakonhjemmet Hospital (NO), Zuyderland Medisch Centrum (NL), Amsterdam University Medical Centers (NL), Escola Superior de Enfermagem de Coimbra (PT), University of Coimbra (PT)
Quality Education
Openalex Percentile: Top 5%
Spondyloarthritis Studies and Treatments
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Reducing selection bias while maintaining precision through an integrated analysis: 2-year longitudinal analysis of imaging outcomes in the SPondyloArthritis Caught Early cohort — Inger Jorid Berg, R. B. M. Landewé, et al. · RMD Open (2026) | TGRS Research Map | TGRS