The rise of multiple imputation: a review of the reporting and implementation of the method in medical research

P Hayati Rezvan, KJ Lee, JA Simpson - BMC medical research …, 2015 - Springer
Background Missing data are common in medical research, which can lead to a loss in
statistical power and potentially biased results if not handled appropriately. Multiple …

[HTML][HTML] Multiple imputation by fully conditional specification for dealing with missing data in a large epidemiologic study

Y Liu, A De - International journal of statistics in medical research, 2015 - ncbi.nlm.nih.gov
Missing data commonly occur in large epidemiologic studies. Ignoring incompleteness or
handling the data inappropriately may bias study results, reduce power and efficiency, and …

Association of bystander and first-responder intervention with survival after out-of-hospital cardiac arrest in North Carolina, 2010-2013

CM Hansen, K Kragholm, DA Pearson, C Tyson… - Jama, 2015 - jamanetwork.com
Importance Out-of-hospital cardiac arrest is associated with low survival, but early
cardiopulmonary resuscitation (CPR) and defibrillation can improve outcomes if more widely …

Legal protections in public accommodations settings: A critical public health issue for transgender and gender‐nonconforming people

SL Reisner, JMW Hughto, EE Dunham… - The Milbank …, 2015 - Wiley Online Library
Policy Points: Since 2012, Massachusetts law has provided legal protections against
discrimination on the basis of gender identity in employment, housing, credit, public …

Reporting the use of multiple imputation for missing data in higher education research

CA Manly, RS Wells - Research in Higher Education, 2015 - Springer
Higher education researchers using survey data often face decisions about handling
missing data. Multiple imputation (MI) is considered by many statisticians to be the most …

Substance use to cope with stigma in healthcare among US female-to-male trans masculine adults

SL Reisner, ST Pardo, KE Gamarel, JMW Hughto… - LGBT health, 2015 - liebertpub.com
Purpose: Enacted and anticipated stigma exist within healthcare settings for transgender
people, but research has yet to examine the effects of these forms of stigma on the …

The role of bystanders, first responders, and emergency medical service providers in timely defibrillation and related outcomes after out-of-hospital cardiac arrest …

CM Hansen, K Kragholm, CB Granger, DA Pearson… - Resuscitation, 2015 - Elsevier
Aim Defibrillation by bystanders and first responders has been associated with increased
survival, but limited data are available from non-metropolitan areas. We examined time from …

[PDF][PDF] Body dysmorphic disorder in a facial plastic and reconstructive surgery clinic: measuring prevalence, assessing comorbidities, and validating a feasible …

JK Dey, M Ishii, M Phillis, PJ Byrne… - JAMA facial plastic …, 2015 - jamanetwork.com
Importance Body dysmorphic disorder (BDD) is underrecognized and underdetected among
patients undergoing facial plastic and reconstructive surgery. Patients with BDD require …

Effectiveness of housing first with intensive case management in an ethnically diverse sample of homeless adults with mental illness: A randomized controlled trial

V Stergiopoulos, A Gozdzik, V Misir, A Skosireva… - PLoS …, 2015 - journals.plos.org
Housing First (HF) is being widely disseminated in efforts to end homelessness among
homeless adults with psychiatric disabilities. This study evaluates the effectiveness of HF …

Bias and precision of the “multiple imputation, then deletion” method for dealing with missing outcome data

TR Sullivan, AB Salter, P Ryan… - American journal of …, 2015 - academic.oup.com
Multiple imputation (MI) is increasingly being used to handle missing data in epidemiologic
research. When data on both the exposure and the outcome are missing, an alternative to …