Accessibility settings

This paper is in the following e-collection/theme issue:

Viewpoints and Perspectives (1376) New Methods (1776) Tools, Programs and Algorithms (577) Advanced Data Analytics in eHealth (344) Digital Health Reporting Standards, Quality and Transparency in e-Research (215) Development and Evaluation of Research Methods, Instruments and Tools (1302) Data Science (694) Viewpoints on Metascience and Research Integrity (12) Data and Metadata in Publishing (10) Statistical and Methodological Rigor (11)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76398, first published .
Plausibility, Concordance, and Temporal Patterns: data analysis concepts

Beyond Missingness: Systematizing Methods for Comprehensive Data Fitness Assessment in Clinical Research

Beyond Missingness: Systematizing Methods for Comprehensive Data Fitness Assessment in Clinical Research

Authors of this article:

Hanieh Razzaghi1 Author Orcid Image ;   Kaleigh Wieand1 Author Orcid Image ;   Kimberley L Dickinson1 Author Orcid Image ;   Michael G Kahn2 Author Orcid Image ;   Jason Roy3 Author Orcid Image ;   Clair Blacketer4 Author Orcid Image ;   Dimitri A Christakis5 Author Orcid Image ;   Christopher B Forrest1 Author Orcid Image ;   Jane Greenberg6 Author Orcid Image ;   Harold P Lehmann7 Author Orcid Image ;   Keith A Marsolo8 Author Orcid Image ;   Jennifer Sciolla9 Author Orcid Image ;   Mark G Weiner10 Author Orcid Image ;   Nicole G Weiskopf11 Author Orcid Image ;   L Charles Bailey1 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Journals

  1. Wang J, Rakhshanda S, Lukitasari M, Sitas F, Jonnagaddala J. Data quality assessment of general practitioner collected data on smoking status. Machine Learning: Health 2026;2(2):025006 View