Impact of missing data on bias and precision when estimating change in patient-reported outcomes from a clinical registry

Early-life exposure to persistent organic pollutants (OCPs, PBDEs, PCBs, PFASs) and attention-deficit/hyperactivity disorder: A multi-pollutant analysis of a Norwegian birth cohort

(2019) Virissa Lenters et al.   ENVIRONMENT INTERNATIONAL

Weight loss, adverse events, and loss to follow-up after gastric bypass in young versus older adults: A Scandinavian Obesity Surgery Registry study

(2018) Helena Dreber et al.   Surgery for Obesity and Related Diseases

The effect of multimorbidity on changes in health-related quality of life following hip and knee arthroplasty

(2018) L. Zhang et al.   Bone & Joint Journal

Imputation of missing prostate cancer stage in English cancer registry data based on clinical assumptions

(2018) Matthew G. Parry et al.   Cancer Epidemiology

Patient-reported outcome measures in arthroplasty registries

(2016) Ola Rolfson et al.   Acta Orthopaedica

Trends in revision hip and knee arthroplasty observations after implementation of a regional joint replacement registry

(2016) Jas Singh et al.   CANADIAN JOURNAL OF SURGERY

Addressing Missing Data in Patient-Reported Outcome Measures (PROMS): Implications for the Use of PROMS for Comparing Provider Performance

(2015) Manuel Gomes et al.   HEALTH ECONOMICS

A comparison of multiple-imputation methods for handling missing data in repeated measurements observational studies

(2015) Oya Kalaycioglu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Analyzing Incomplete Item Scores in Longitudinal Data by Including Item Score Information as Auxiliary Variables

(2015) Iris Eekhout et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

mice: Multivariate Imputation by Chained Equations inR

(2015) Stef van Buuren et al.   Journal of Statistical Software

Weight-Loss Maintenance for 10 Years in the National Weight Control Registry

(2013) J. Graham Thomas et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Practical and statistical issues in missing data for longitudinal patient-reported outcomes

(2013) Melanie L Bell et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Which patients have missing data? An analysis of missingness in a trauma registry

(2012) Gerard M. O’Reilly et al.   INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED

Use of Patient-Reported Outcomes in the Context of Different Levels of Data*

(2011) Ola Rolfson et al.   JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME

Missing data imputation using statistical and machine learning methods in a real breast cancer problem

(2010) José M. Jerez et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Missing data methods for dealing with missing items in quality of life questionnaires. A comparison by simulation of personal mean score, full information maximum likelihood, multiple imputation, and hot deck techniques applied to the SF-36 in the French 2003 decennial health survey

(2010) Hugo Peyre et al.   QUALITY OF LIFE RESEARCH

Bias and efficiency of multiple imputation compared with complete-case analysis for missing covariate values

(2010) Ian R. White et al.   STATISTICS IN MEDICINE

An administrative data merging solution for dealing with missing data in a clinical registry: adaptation from ICD-9 to ICD-10

(2008) Danielle A Southern et al.   BMC Medical Research Methodology