[HTML][HTML] Repeated measures designs and analysis of longitudinal data: If at first you do not succeed—try, try again
P Schober, TR Vetter - Anesthesia & Analgesia, 2018 - journals.lww.com
Anesthesia, critical care, perioperative, and pain research often involves study designs in
which the same outcome variable is repeatedly measured or observed over time on the …
which the same outcome variable is repeatedly measured or observed over time on the …
Beyond repeated-measures analysis of variance: advanced statistical methods for the analysis of longitudinal data in anesthesia research
Background and Objectives Research in the field of anesthesiology relies heavily on
longitudinal designs for answering questions about long-term efficacy and safety of various …
longitudinal designs for answering questions about long-term efficacy and safety of various …
Equivalence and noninferiority testing in regression models and repeated-measures designs
EJ Mascha, DI Sessler - Anesthesia & Analgesia, 2011 - journals.lww.com
Equivalence and noninferiority designs are useful when the superiority of one intervention
over another is neither expected nor required. Equivalence trials test whether a difference …
over another is neither expected nor required. Equivalence trials test whether a difference …
Regression: the apple does not fall far from the tree
TR Vetter, P Schober - Anesthesia & Analgesia, 2018 - journals.lww.com
Researchers and clinicians are frequently interested in either:(1) assessing whether there is
a relationship or association between 2 or more variables and quantifying this association; …
a relationship or association between 2 or more variables and quantifying this association; …
Significance, errors, power, and sample size: the blocking and tackling of statistics
EJ Mascha, TR Vetter - Anesthesia & Analgesia, 2018 - journals.lww.com
Inferential statistics relies heavily on the central limit theorem and the related law of large
numbers. According to the central limit theorem, regardless of the distribution of the source …
numbers. According to the central limit theorem, regardless of the distribution of the source …
Segmented regression and difference-in-difference methods: assessing the impact of systemic changes in health care
EJ Mascha, DI Sessler - Anesthesia & Analgesia, 2019 - journals.lww.com
Perioperative investigators and professionals increasingly seek to evaluate whether
implementing systematic practice changes improves outcomes compared to a previous …
implementing systematic practice changes improves outcomes compared to a previous …
Defining the primary outcomes and justifying secondary outcomes of a study: usually, the fewer, the better
TR Vetter, EJ Mascha - Anesthesia & Analgesia, 2017 - journals.lww.com
One of the first steps in designing and conducting a research study is identifying the primary
and any secondary study outcomes. In an experimental, quasi-experimental, or analytic …
and any secondary study outcomes. In an experimental, quasi-experimental, or analytic …
Statistical significance versus clinical importance of observed effect sizes: what do P values and confidence intervals really represent?
P Schober, SM Bossers, LA Schwarte - Anesthesia & Analgesia, 2018 - journals.lww.com
Abstract Effect size measures are used to quantify treatment effects or associations between
variables. Such measures, of which> 70 have been described in the literature, include …
variables. Such measures, of which> 70 have been described in the literature, include …
How many repeated measures in repeated measures designs? Statistical issues for comparative trials
AJ Vickers - BMC medical research methodology, 2003 - Springer
Background In many randomized and non-randomized comparative trials, researchers
measure a continuous endpoint repeatedly in order to decrease intra-patient variability and …
measure a continuous endpoint repeatedly in order to decrease intra-patient variability and …
Meta‐analysis of repeated measures study designs
JL Peters, KL Mengersen - Journal of evaluation in clinical …, 2008 - Wiley Online Library
Rationale, aims and objectives Repeated measures studies are found in many areas of
research, particularly in areas of healthcare. There is currently little information available to …
research, particularly in areas of healthcare. There is currently little information available to …