Dissertation Preliminary Analyses

Summary of Relevant Info

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Summary of Wave 1 Neuropsych Data Merged with CTS Data

##      HNDid              HNDwave.x PhysicalAssaultEver
##  Min.   :8031117901   Min.   :4   No :633            
##  1st Qu.:8151871802   1st Qu.:4   Yes: 88            
##  Median :8172082501   Median :4                      
##  Mean   :8169181024   Mean   :4                      
##  3rd Qu.:8193771801   3rd Qu.:4                      
##  Max.   :8224304901   Max.   :4                      
##                                                      
##  PhysicalAssaultPastYear PsychAggressionEver PsychAggressionPastYear
##  No :685                 No :100             No :195                
##  Yes: 36                 Yes:621             Yes:526                
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##  SexCoercionEver SexCoercionPastYear InjuryEver InjuryPastYear
##  No :696         No :705             No :669    No :696       
##  Yes: 25         Yes: 16             Yes: 52    Yes: 25       
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##  PhysicalVictimEver PhysicalVictimPastYear PsychVictimEver
##  No :626            No :689                No :121        
##  Yes: 95            Yes: 32                Yes:600        
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##  PsychVictimPastYear SexVictimEver SexVictimPastYear InjuryVictimEver
##  No :206             No :694       No :705           No :649         
##  Yes:515             Yes: 27       Yes: 16           Yes: 72         
##                                                                      
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##  InjuryVictimPastYear   HNDwave.y   Attention             BVRadd          
##  No :681              Min.   :1   Min.   : 0.000000   Min.   :0.00000000  
##  Yes: 40              1st Qu.:1   1st Qu.: 6.000000   1st Qu.:0.00000000  
##                       Median :1   Median : 7.000000   Median :0.00000000  
##                       Mean   :1   Mean   : 7.060904   Mean   :0.00913242  
##                       3rd Qu.:1   3rd Qu.: 9.000000   3rd Qu.:0.00000000  
##                       Max.   :1   Max.   :10.000000   Max.   :1.00000000  
##                                   NA's   :212         NA's   :64          
##      BVRdes              BVRdis              BVRfig        
##  Min.   : 0.000000   Min.   : 0.000000   Min.   : 0.00000  
##  1st Qu.: 2.000000   1st Qu.: 1.000000   1st Qu.: 2.00000  
##  Median : 4.000000   Median : 3.000000   Median : 5.00000  
##  Mean   : 4.070015   Mean   : 3.496195   Mean   : 5.61035  
##  3rd Qu.: 6.000000   3rd Qu.: 5.000000   3rd Qu.: 8.00000  
##  Max.   :10.000000   Max.   :16.000000   Max.   :20.00000  
##  NA's   :64          NA's   :64          NA's   :64        
##      BVRmis              BVRomm              BVRper         
##  Min.   :0.0000000   Min.   :0.0000000   Min.   :0.0000000  
##  1st Qu.:0.0000000   1st Qu.:0.0000000   1st Qu.:0.0000000  
##  Median :0.0000000   Median :0.0000000   Median :0.0000000  
##  Mean   :0.3150685   Mean   :0.4094368   Mean   :0.5920852  
##  3rd Qu.:0.0000000   3rd Qu.:0.0000000   3rd Qu.:1.0000000  
##  Max.   :7.0000000   Max.   :9.0000000   Max.   :5.0000000  
##  NA's   :64          NA's   :64          NA's   :64         
##      BVRqui               BVRrot              BVRsiz         
##  Min.   :0.00000000   Min.   :0.0000000   Min.   :0.0000000  
##  1st Qu.:0.00000000   1st Qu.:0.0000000   1st Qu.:0.0000000  
##  Median :0.00000000   Median :1.0000000   Median :0.0000000  
##  Mean   :0.00152207   Mean   :0.7792999   Mean   :0.1445966  
##  3rd Qu.:0.00000000   3rd Qu.:1.0000000   3rd Qu.:0.0000000  
##  Max.   :1.00000000   Max.   :5.0000000   Max.   :5.0000000  
##  NA's   :64           NA's   :64          NA's   :64         
##      BVRtot           ClockCmdFace       ClockCmdHand     
##  Min.   : 0.000000   Min.   :0.000000   Min.   :0.000000  
##  1st Qu.: 2.000000   1st Qu.:2.000000   1st Qu.:3.000000  
##  Median : 5.000000   Median :2.000000   Median :4.000000  
##  Mean   : 5.745814   Mean   :1.975309   Mean   :3.445988  
##  3rd Qu.: 9.000000   3rd Qu.:2.000000   3rd Qu.:4.000000  
##  Max.   :21.000000   Max.   :2.000000   Max.   :4.000000  
##  NA's   :64          NA's   :73         NA's   :73        
##   ClockCmdNumb       ClockCopFace      ClockCopHand     
##  Min.   :0.000000   Min.   :1.00000   Min.   :0.000000  
##  1st Qu.:3.000000   1st Qu.:2.00000   1st Qu.:4.000000  
##  Median :4.000000   Median :2.00000   Median :4.000000  
##  Mean   :3.459877   Mean   :1.99768   Mean   :3.700696  
##  3rd Qu.:4.000000   3rd Qu.:2.00000   3rd Qu.:4.000000  
##  Max.   :4.000000   Max.   :2.00000   Max.   :4.000000  
##  NA's   :73         NA's   :290       NA's   :290       
##   ClockCopNumb       CogTester             CrdRot        
##  Min.   :2.000000   Length:721         Min.   :-7.00000  
##  1st Qu.:3.000000   Class1:labelled    1st Qu.:28.00000  
##  Median :4.000000   Class2:character   Median :39.00000  
##  Mean   :3.563805   Mode  :character   Mean   :39.50108  
##  3rd Qu.:4.000000                      3rd Qu.:51.00000  
##  Max.   :4.000000                      Max.   :80.00000  
##  NA's   :290                           NA's   :260       
##    CrdRotCor          CrdRotErr             CVLbet         
##  Min.   :10.00000   Min.   : 0.000000   Min.   :-0.500000  
##  1st Qu.:33.00000   1st Qu.: 2.000000   1st Qu.: 1.000000  
##  Median :44.00000   Median : 4.000000   Median : 2.000000  
##  Mean   :45.10629   Mean   : 5.605206   Mean   : 1.781312  
##  3rd Qu.:55.00000   3rd Qu.: 7.000000   3rd Qu.: 2.500000  
##  Max.   :80.00000   Max.   :37.000000   Max.   : 4.500000  
##  NA's   :260        NA's   :260         NA's   :218        
##      CVLtca             CVLtcb           DigitSpanBck      
##  Min.   : 7.00000   Min.   : 1.000000   Min.   : 0.000000  
##  1st Qu.:20.00000   1st Qu.: 4.000000   1st Qu.: 4.000000  
##  Median :25.00000   Median : 6.000000   Median : 6.000000  
##  Mean   :25.14712   Mean   : 5.591633   Mean   : 5.903021  
##  3rd Qu.:30.00000   3rd Qu.: 7.000000   3rd Qu.: 7.000000  
##  Max.   :43.00000   Max.   :12.000000   Max.   :13.000000  
##  NA's   :218        NA's   :219         NA's   :92         
##  DigitSpanBckMax     DigitSpanFwd       DigitSpanFwdMax   
##  Min.   :2.000000   Min.   : 2.000000   Min.   :3.000000  
##  1st Qu.:4.000000   1st Qu.: 6.000000   1st Qu.:5.000000  
##  Median :4.000000   Median : 7.000000   Median :6.000000  
##  Mean   :4.428344   Mean   : 7.528391   Mean   :6.250789  
##  3rd Qu.:5.000000   3rd Qu.: 9.000000   3rd Qu.:7.000000  
##  Max.   :8.000000   Max.   :14.000000   Max.   :9.000000  
##  NA's   :93         NA's   :87          NA's   :87        
##   FluencyIntr          FluencyPers         FluencyWord      
##  Min.   :0.00000000   Min.   :0.0000000   Min.   : 5.00000  
##  1st Qu.:0.00000000   1st Qu.:0.0000000   1st Qu.:15.50000  
##  Median :0.00000000   Median :0.0000000   Median :19.00000  
##  Mean   :0.02519685   Mean   :0.6110236   Mean   :19.70079  
##  3rd Qu.:0.00000000   3rd Qu.:1.0000000   3rd Qu.:23.00000  
##  Max.   :2.00000000   Max.   :6.0000000   Max.   :39.00000  
##  NA's   :86           NA's   :86          NA's   :86        
##   IdentPicCor        IdentPicErr            MMSatn        
##  Min.   : 9.00000   Min.   :0.0000000   Min.   :0.000000  
##  1st Qu.:21.00000   1st Qu.:0.0000000   1st Qu.:5.000000  
##  Median :25.00000   Median :0.0000000   Median :5.000000  
##  Mean   :25.74239   Mean   :0.6166329   Mean   :4.743265  
##  3rd Qu.:30.00000   3rd Qu.:1.0000000   3rd Qu.:5.000000  
##  Max.   :46.00000   Max.   :6.0000000   Max.   :5.000000  
##  NA's   :228        NA's   :228         NA's   :90        
##      MMSdel             MMSimm             MMSlan        
##  Min.   :0.000000   Min.   :1.000000   Min.   :3.000000  
##  1st Qu.:2.000000   1st Qu.:3.000000   1st Qu.:8.000000  
##  Median :3.000000   Median :3.000000   Median :8.000000  
##  Mean   :2.651772   Mean   :2.990755   Mean   :8.112481  
##  3rd Qu.:3.000000   3rd Qu.:3.000000   3rd Qu.:9.000000  
##  Max.   :3.000000   Max.   :3.000000   Max.   :9.000000  
##  NA's   :72         NA's   :72         NA's   :72        
##    MMSnvalid            MMSorp             MMSort              MMSspell  
##  Min.   : 0.00000   Min.   :3.000000   Min.   :3.000000   OK       :631  
##  1st Qu.:30.00000   1st Qu.:5.000000   1st Qu.:5.000000   Literacy : 13  
##  Median :30.00000   Median :5.000000   Median :5.000000   ?Literacy:  3  
##  Mean   :29.40819   Mean   :4.842835   Mean   :4.855162   Language :  1  
##  3rd Qu.:30.00000   3rd Qu.:5.000000   3rd Qu.:5.000000   Quit     :  1  
##  Max.   :30.00000   Max.   :5.000000   Max.   :5.000000   (Other)  :  0  
##  NA's   :62         NA's   :72         NA's   :72         NA's     : 72  
##      MMStot           MMStotpro        TrailsAtestErr     
##  Min.   :15.00000   Min.   :18.00000   Min.   :0.0000000  
##  1st Qu.:27.00000   1st Qu.:27.00000   1st Qu.:0.0000000  
##  Median :29.00000   Median :29.00000   Median :0.0000000  
##  Mean   :28.06471   Mean   :28.18336   Mean   :0.2932917  
##  3rd Qu.:29.00000   3rd Qu.:29.00000   3rd Qu.:1.0000000  
##  Max.   :30.00000   Max.   :30.00000   Max.   :4.0000000  
##  NA's   :72         NA's   :72         NA's   :80         
##  TrailsAtestSec      TrailsBtestErr       TrailsBtestSec        MISdelcr  
##  Min.   : 11.00000   Min.   : 0.0000000   Min.   : 27.0000   Min.   : NA  
##  1st Qu.: 23.00000   1st Qu.: 0.0000000   1st Qu.: 57.0000   1st Qu.: NA  
##  Median : 29.00000   Median : 0.0000000   Median : 78.0000   Median : NA  
##  Mean   : 32.24181   Mean   : 0.8692053   Mean   :120.9173   Mean   :NaN  
##  3rd Qu.: 38.00000   3rd Qu.: 1.0000000   3rd Qu.:116.0000   3rd Qu.: NA  
##  Max.   :164.00000   Max.   :13.0000000   Max.   :600.0000   Max.   : NA  
##  NA's   :80          NA's   :117          NA's   :80         NA's   :721  
##     MISdelex      MISdelfr      MISdelin      MISexemp      MISident  
##  Min.   : NA   Min.   : NA   Min.   : NA   Min.   : NA   Min.   : NA  
##  1st Qu.: NA   1st Qu.: NA   1st Qu.: NA   1st Qu.: NA   1st Qu.: NA  
##  Median : NA   Median : NA   Median : NA   Median : NA   Median : NA  
##  Mean   :NaN   Mean   :NaN   Mean   :NaN   Mean   :NaN   Mean   :NaN  
##  3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA  
##  Max.   : NA   Max.   : NA   Max.   : NA   Max.   : NA   Max.   : NA  
##  NA's   :721   NA's   :721   NA's   :721   NA's   :721   NA's   :721  
##     MISintru      MISloncr      MISlonex      MISlonfr      MISlonin  
##  Min.   : NA   Min.   : NA   Min.   : NA   Min.   : NA   Min.   : NA  
##  1st Qu.: NA   1st Qu.: NA   1st Qu.: NA   1st Qu.: NA   1st Qu.: NA  
##  Median : NA   Median : NA   Median : NA   Median : NA   Median : NA  
##  Mean   :NaN   Mean   :NaN   Mean   :NaN   Mean   :NaN   Mean   :NaN  
##  3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA  
##  Max.   : NA   Max.   : NA   Max.   : NA   Max.   : NA   Max.   : NA  
##  NA's   :721   NA's   :721   NA's   :721   NA's   :721   NA's   :721  
##     MISrepet    StroopColors  StroopMixed   StroopWords  TrailsAtestErr300
##  Min.   : NA   Min.   : NA   Min.   : NA   Min.   : NA   Min.   : NA      
##  1st Qu.: NA   1st Qu.: NA   1st Qu.: NA   1st Qu.: NA   1st Qu.: NA      
##  Median : NA   Median : NA   Median : NA   Median : NA   Median : NA      
##  Mean   :NaN   Mean   :NaN   Mean   :NaN   Mean   :NaN   Mean   :NaN      
##  3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA   3rd Qu.: NA      
##  Max.   : NA   Max.   : NA   Max.   : NA   Max.   : NA   Max.   : NA      
##  NA's   :721   NA's   :721   NA's   :721   NA's   :721   NA's   :721      
##  TrailsBtestErr300      Age          
##  Min.   : NA       Min.   :30.10000  
##  1st Qu.: NA       1st Qu.:39.30000  
##  Median : NA       Median :46.50000  
##  Mean   :NaN       Mean   :46.58114  
##  3rd Qu.: NA       3rd Qu.:53.70000  
##  Max.   : NA       Max.   :65.90000  
##  NA's   :721

Summary of Wave 3 Neuropsych Data Merged with CTS Data

##      HNDid              HNDwave.x PhysicalAssaultEver
##  Min.   :8031117901   Min.   :4   No :573            
##  1st Qu.:8151836626   1st Qu.:4   Yes: 77            
##  Median :8172179652   Median :4                      
##  Mean   :8169298479   Mean   :4                      
##  3rd Qu.:8193947826   3rd Qu.:4                      
##  Max.   :8224304901   Max.   :4                      
##                                                      
##  PhysicalAssaultPastYear PsychAggressionEver PsychAggressionPastYear
##  No :618                 No : 93             No :178                
##  Yes: 32                 Yes:557             Yes:472                
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##  SexCoercionEver SexCoercionPastYear InjuryEver InjuryPastYear
##  No :628         No :635             No :604    No :627       
##  Yes: 22         Yes: 15             Yes: 46    Yes: 23       
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##  PhysicalVictimEver PhysicalVictimPastYear PsychVictimEver
##  No :567            No :621                No :114        
##  Yes: 83            Yes: 29                Yes:536        
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##  PsychVictimPastYear SexVictimEver SexVictimPastYear InjuryVictimEver
##  No :188             No :627       No :636           No :590         
##  Yes:462             Yes: 23       Yes: 14           Yes: 60         
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##  InjuryVictimPastYear   HNDwave.y      Age            Attention.3       
##  No :617              Min.   :3   Min.   :32.90000   Min.   : 0.000000  
##  Yes: 33              1st Qu.:3   1st Qu.:44.10000   1st Qu.: 5.000000  
##                       Median :3   Median :51.00000   Median : 7.000000  
##                       Mean   :3   Mean   :51.18646   Mean   : 6.743501  
##                       3rd Qu.:3   3rd Qu.:58.40000   3rd Qu.: 8.000000  
##                       Max.   :3   Max.   :70.00000   Max.   :10.000000  
##                                                      NA's   :73         
##  TrailsAtestSec.3    TrailsBtestSec.3     CVLtca.3       
##  Min.   : 14.00000   Min.   : 25.000   Min.   : 0.00000  
##  1st Qu.: 23.00000   1st Qu.: 58.000   1st Qu.:14.00000  
##  Median : 29.00000   Median : 81.000   Median :19.00000  
##  Mean   : 38.92754   Mean   :129.521   Mean   :19.24633  
##  3rd Qu.: 38.00000   3rd Qu.:126.000   3rd Qu.:25.00000  
##  Max.   :600.00000   Max.   :600.000   Max.   :38.00000  
##  NA's   :29          NA's   :30        NA's   :37        
##     CVLtcb.3            CVLbet.3         DigitSpanFwd.3    
##  Min.   : 0.000000   Min.   :-3.000000   Min.   : 2.00000  
##  1st Qu.: 2.000000   1st Qu.: 1.000000   1st Qu.: 6.00000  
##  Median : 4.000000   Median : 2.000000   Median : 7.00000  
##  Mean   : 3.991843   Mean   : 1.752855   Mean   : 7.59823  
##  3rd Qu.: 5.000000   3rd Qu.: 2.500000   3rd Qu.: 9.00000  
##  Max.   :11.000000   Max.   : 5.500000   Max.   :14.00000  
##  NA's   :37          NA's   :37          NA's   :85        
##  DigitSpanBck.3      FluencyWord.3        MMStot.3       
##  Min.   : 0.000000   Min.   : 7.0000   Min.   :20.00000  
##  1st Qu.: 4.000000   1st Qu.:16.0000   1st Qu.:27.00000  
##  Median : 6.000000   Median :19.0000   Median :28.00000  
##  Mean   : 5.901961   Mean   :19.8032   Mean   :28.07573  
##  3rd Qu.: 7.000000   3rd Qu.:24.0000   3rd Qu.:29.00000  
##  Max.   :13.000000   Max.   :40.0000   Max.   :30.00000  
##  NA's   :89          NA's   :25        NA's   :69        
##  StroopColors.3     StroopMixed.3      StroopWords.3     
##  Min.   :23.00000   Min.   : 2.00000   Min.   :42.00000  
##  1st Qu.:55.00000   1st Qu.:26.00000   1st Qu.:73.00000  
##  Median :64.00000   Median :33.00000   Median :82.00000  
##  Mean   :63.95404   Mean   :32.77314   Mean   :79.54233  
##  3rd Qu.:74.00000   3rd Qu.:39.00000   3rd Qu.:89.00000  
##  Max.   :95.00000   Max.   :66.00000   Max.   :95.00000  
##  NA's   :106        NA's   :99         NA's   :272

Number of Participants with Complete Data on CTS AND EITHER Wave 1 Neuropsych Test OR Wave 3 Neuropsych Test

Trails A (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        699         22

Trails B (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        699         22

Animal Naming (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        698         23

CVLT (tca) (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        680         41

CVLT (tcb) (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        680         41

CVLT (bet) (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        680         41

Mini Mental Status Exam (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        693         28

Attention (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        664         57

Digit Span Forward (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        692         29

Digit Span Backward (Complete data on either wave 1 or wave 3 test)

##   Complete Incomplete 
##        691         30