scholarly journals Impact of analysing continuous outcomes using final values, change scores and analysis of covariance on the performance of meta‐analytic methods: a simulation study

2015 ◽  
Vol 7 (4) ◽  
pp. 371-386 ◽  
Author(s):  
Joanne E. McKenzie ◽  
G. Peter Herbison ◽  
Jonathan J. Deeks
2021 ◽  
Author(s):  
Paul Bramley ◽  
José A. López‐López ◽  
Julian P. T. Higgins

Assessment ◽  
2020 ◽  
pp. 107319112091360
Author(s):  
Zhengguo Gu ◽  
Wilco H. M. Emons ◽  
Klaas Sijtsma

To interpret a person’s change score, one typically transforms the change score into, for example, a percentile, so that one knows a person’s location in a distribution of change scores. Transformed scores are referred to as norms and the construction of norms is referred to as norming. Two often-used norming methods for change scores are the regression-based change approach and the T Scores for Change method. In this article, we discuss the similarities and differences between these norming methods, and use a simulation study to systematically examine the precision of the two methods and to establish the minimum sample size requirements for satisfactory precision.


1996 ◽  
Vol 76 (10) ◽  
pp. 1109-1123 ◽  
Author(s):  
Paul W Stratford ◽  
Jill M Binkley ◽  
Daniel L Riddle

PLoS ONE ◽  
2021 ◽  
Vol 16 (5) ◽  
pp. e0252237
Author(s):  
Karumathil M. Murali ◽  
Judy Mullan ◽  
Steven Roodenrys ◽  
Hicham I. Cheikh Hassan ◽  
Maureen Lonergan

Introduction Prevalence of cognitive impairment increases with worsening severity of chronic kidney disease (CKD) and majority of end-stage kidney disease (ESKD) patients on dialysis have cognitive impairment. Trends of cognitive function (CF) in this population are less well known with published studies reporting conflicting results. Methods We assessed CF in a cohort of non-dialysis CKD and ESKD patients undergoing dialysis using modified mini-mental state examination (3MS), trail-making test (TMT-A & B) scores and Stroop task, and evaluated demographics, comorbidities and depression using Beck depression inventory at baseline. We repeated tests of CF and depression ≥ 1-year after baseline in both groups and compared change scores in CF and depression between ESKD/ CKD sub-groups. Among ESKD patients we compared change scores between patients with dialysis vintage of <1-year and >1-year. Analysis of covariance was used to adjust for the effect of age on these change scores. Results At baseline (N = 211), compared to CKD (N = 108), ESKD (N = 103) patients had significantly worse CF based on 3MS and TMT-A & B scores, and depression scores. On follow-up (N = 160) 3MS scores, especially the memory subscale significantly improved in ESKD, but worsened in CKD, with no significant changes in TMT A /TMT-B, or depression scores after adjusting for age. Among ESKD patients, 3MS, especially memory subscale improved in patients with dialysis vintage <1-year compared to >1-year. The 51 patients who discontinued after baseline assessment had worse baseline CF scores suggesting differential attrition. Conclusion Though baseline cognitive scores were worse in ESKD patients on dialysis, compared to CKD, their 3MS, especially memory subscale improved on follow-up. Among ESKD patients, the improvement was significant only in patients who have been on dialysis for less than one-year which may indicate a beneficial effect of clearance of uraemic toxins. Differential attrition of study subjects may have impacted the observed results.


Trials ◽  
2013 ◽  
Vol 14 (Suppl 1) ◽  
pp. P46 ◽  
Author(s):  
Marion Teare ◽  
Alexandra Hayman ◽  
Munya Dimairo ◽  
Neil Shephard ◽  
Amy Whitehead ◽  
...  

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