Joggle and Wave 1 Neuropsychological Test Data Correlation Analyses
Joggle and Wave 1 Neuropsych Tests
load(file='/Users/meganwilliams/Desktop/HANDLS/Joggle/Joggle PCA/JoggleNeuro1.rdata')
jogVars = zQ(BARTaccuracy, DSSTefficiency, LOTefficiency, PVTefficiency, AMefficiency, NBACKaccuracy, VOLTefficiency, MPTspeed)
w01neuVars = zQ(BVRtot, CrdRot, IdentPicScore, CVLtca, DigitSpanFwd, DigitSpanBck, FluencyWord, TrailsAtestSec, TrailsBtestSec, TrailsBminusA,Attention,ClockTotal)
zCor(JoggleNeuro1[, w01neuVars], JoggleNeuro1[, jogVars])
## BARTaccuracy DSSTefficiency LOTefficiency PVTefficiency
## BVRtot -0.21 -0.26*** -0.21*** -0.35***
## CrdRot 0.16*** 0.14 -0.03 0.02
## IdentPicScore 0.22*** 0.42*** 0.26 0.24***
## CVLtca 0.17*** -0.00 -0.15*** 0.38
## DigitSpanFwd 0.11*** -0.10*** -0.10** 0.37***
## DigitSpanBck 0.11*** -0.03 0.07* 0.49***
## FluencyWord 0.05 0.51*** 0.52*** -0.06*
## TrailsAtestSec -0.05 -0.21*** -0.16*** -0.04
## TrailsBtestSec -0.09** -0.28*** -0.18*** -0.09**
## TrailsBminusA -0.08** -0.24*** -0.14*** -0.08**
## Attention 0.13*** -0.02 -0.08** 0.37***
## ClockTotal 0.13*** 0.01 -0.05 0.14***
## AMefficiency NBACKaccuracy VOLTefficiency MPTspeed
## BVRtot -0.01 -0.06* -0.15*** -0.36***
## CrdRot 0.24*** 0.10*** -0.11*** 0.20***
## IdentPicScore 0.20*** 0.17*** 0.18*** 0.36***
## CVLtca -0.13*** 0.03 0.05 0.22***
## DigitSpanFwd -0.11 0.01 -0.04 0.19***
## DigitSpanBck -0.25*** -0.02 0.10*** 0.14***
## FluencyWord 0.28*** 0.23*** 0.21 0.10***
## TrailsAtestSec -0.14*** -0.10** -0.14*** -0.18
## TrailsBtestSec -0.22*** -0.18*** -0.09** -0.25***
## TrailsBminusA -0.20*** -0.16*** -0.06* -0.22***
## Attention -0.11*** -0.06* 0.01 0.20***
## ClockTotal 0.06* 0.04 -0.05 0.15***
##
## n = 1133
Joggle and Wave 3 Neuropsych Tests
load(file='/Users/meganwilliams/Desktop/HANDLS/Joggle/Joggle PCA/JoggleNeuro3.rdata')
jogVars = zQ(BARTaccuracy, DSSTefficiency, LOTefficiency, PVTefficiency, AMefficiency, NBACKaccuracy, VOLTefficiency, MPTspeed)
w03neuVars = zQ(BVRtot,StroopWords,StroopInterference,CVLtca, DigitSpanFwd, DigitSpanBck, FluencyWord, TrailsAtestSec, TrailsBtestSec,TrailsBminusA, Attention,ClockTotal)
zCor(JoggleNeuro3[, w03neuVars], JoggleNeuro3[, jogVars])
## BARTaccuracy DSSTefficiency LOTefficiency PVTefficiency
## BVRtot -0.12 -0.55*** -0.61*** -0.02
## StroopWords 0.11** 0.07 0.06 0.44***
## StroopInterference -0.04 0.14*** 0.18 -0.39***
## CVLtca 0.11** 0.50*** 0.35*** -0.05
## DigitSpanFwd 0.10** 0.07* 0.13*** 0.31***
## DigitSpanBck 0.04 0.15*** 0.19*** 0.24***
## FluencyWord 0.05 0.42*** 0.36*** -0.09*
## TrailsAtestSec -0.07* -0.32*** -0.22*** 0.11**
## TrailsBtestSec -0.17*** -0.48*** -0.44*** -0.06
## TrailsBminusA -0.17*** -0.44*** -0.42*** -0.08*
## Attention 0.13*** 0.38*** 0.37*** 0.10*
## ClockTotal 0.04 0.37*** 0.34*** -0.24***
## AMefficiency NBACKaccuracy VOLTefficiency MPTspeed
## BVRtot -0.34*** -0.21*** -0.21*** -0.30***
## StroopWords -0.12** -0.07 0.14*** 0.23***
## StroopInterference 0.32*** 0.19*** -0.09* -0.14***
## CVLtca 0.33*** 0.19*** 0.19*** 0.24***
## DigitSpanFwd -0.08 -0.00 0.18*** 0.12**
## DigitSpanBck -0.00 0.07 0.08* 0.13***
## FluencyWord 0.32*** 0.19*** 0.11 0.14***
## TrailsAtestSec -0.23*** -0.11** -0.13*** -0.14
## TrailsBtestSec -0.34*** -0.16*** -0.21*** -0.36***
## TrailsBminusA -0.30*** -0.15*** -0.19*** -0.34***
## Attention 0.22*** 0.11** 0.12** 0.24***
## ClockTotal 0.34*** 0.24*** 0.06 0.09*
##
## n = 708