Fall 2014:

#Read Data 
data = read.table("FALL 2014 INTASC Final.tab", header= TRUE, sep="\t")

Summary by Category:

## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Assessment`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8541021  0.855505 0.8067131 0.6637018 5.920653 0.05220946 3.969008
##         sd
##  0.6399048
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Assessment`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8834801 0.8859225 0.8714971 0.6083338 7.765972 0.04027877 4.357995
##         sd
##  0.5776398
## 
## $`Student Teaching Assessment Special Education Fall 2010.Assessment/Assessment`
##  raw_alpha std.alpha G6(smc) average_r      S/N       ase     mean
##  0.9720719 0.9728885       1 0.7820623 35.88467 0.0243935 3.932725
##         sd
##  0.8186505
## 
## $`Student Teaching Classroom Survey Elementary Grades 4-6.Caring`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8214406 0.8591343 0.8529807 0.5495074 6.098962 0.08202871 3.714189
##         sd
##  0.1509006
## 
## $`Student Teaching Classroom Survey Secondary Grades 7-12.Caring`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase    mean
##  0.8722137 0.8760441 0.8958235 0.5856601 7.067388 0.05622993 3.51296
##        sd
##  0.302612
## 
## $`Student Teaching Assessment Special Education Fall 2010.Communication & Technology/Language`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9117417 0.9141296 0.9434126 0.6395414 10.64546 0.05015865 3.986339
##      sd
##  0.6854
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Content Knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase    mean
##  0.6726707 0.6729716 0.5071267 0.5071267 2.057838 0.09844959 3.93361
##         sd
##  0.6087479
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Content Knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.7952107 0.7980666 0.7281004 0.5684775 3.952129 0.07348883 4.547778
##         sd
##  0.5317428
## 
## $`Student Teaching Classroom Survey Secondary Grades 7-12.Content Knowledge`
##  raw_alpha std.alpha   G6(smc) average_r     S/N        ase     mean
##  0.7634711 0.7605088 0.7391015 0.4425491 3.17552 0.08362117 3.529465
##         sd
##  0.2528061
## 
## $`Student Teaching Assessment Special Education Fall 2010.Content Pedagogy/Foundations`
##  raw_alpha std.alpha   G6(smc) average_r     S/N        ase     mean
##  0.8845759 0.8847707 0.8371231 0.7190577 7.67835 0.09823426 3.947368
##         sd
##  0.7121103
## 
## $`Student Teaching Assessment Special Education Fall 2010.Diverse Learners/Individual Differences`
##  raw_alpha std.alpha  G6(smc) average_r      S/N       ase     mean
##  0.9327715 0.9329987 0.874412  0.874412 13.92509 0.1444467 3.893443
##         sd
##  0.7478567
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Instructional Planning`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8213883  0.820432 0.7830614 0.5331968 4.568921 0.04386284 4.272039
##         sd
##  0.5457164
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Instructional Planning`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.8547416  0.855824 0.8211276 0.5974222 5.935968 0.0516102 4.423423
##         sd
##  0.5810624
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Instructional Strategies`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8772317 0.8784066 0.8595083 0.5909729 7.224129 0.03240977 4.096281
##         sd
##  0.5724724
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Instructional Strategies`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase    mean
##  0.8832036 0.8835737 0.8615744 0.6548487 7.589121 0.04801228 4.49093
##         sd
##  0.5890239
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Learner Development`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8241158  0.825903 0.8030748 0.4868597 4.743924 0.04737464 4.336444
##         sd
##  0.5579518
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Learning Differences`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8341333  0.834722 0.7163286 0.7163286 5.050412 0.08335196 4.020661
##         sd
##  0.6389719
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Learning Differences`
##  raw_alpha std.alpha  G6(smc) average_r      S/N        ase     mean
##  0.8212109 0.8239248 0.758373  0.609344 4.679391 0.07032833 4.435123
##         sd
##  0.5859694
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Learning Environments`
##  raw_alpha std.alpha  G6(smc) average_r      S/N        ase     mean
##  0.8044108 0.8042693 0.736332 0.5780033 4.109061 0.05712091 4.157025
##         sd
##  0.5982522
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Learning Environments`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase    mean
##  0.7662157 0.7666924 0.6216555 0.6216555 3.286187 0.1140327 4.47973
##         sd
##  0.6029361
## 
## $`Student Teaching Assessment Special Education Fall 2010.Motivation & Management/Learning Environments & Social Interactions`
##  raw_alpha std.alpha G6(smc) average_r      S/N        ase     mean
##  0.9277017 0.9285109       1  0.499772 12.98815 0.02794272 4.074484
##         sd
##  0.5621422
## 
## $`Student Teaching Assessment Special Education Fall 2010.Multiple Instructional Strategies/Instructional Strategies`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase    mean
##    0.95039 0.9501609 0.9601534 0.6559386 19.06458 0.02844896 4.00402
##         sd
##  0.6654055
## 
## $`Student Teaching Classroom Survey Elementary Grades 4-6.Pedagogy`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase   mean
##  0.8138688 0.8197257 0.7913287 0.5320051 4.547102 0.09584889 3.6172
##         sd
##  0.1933909
## 
## $`Student Teaching Classroom Survey Secondary Grades 7-12.Pedagogy`
##  raw_alpha std.alpha   G6(smc) average_r     S/N        ase     mean
##  0.9246138 0.9244051 0.9427467 0.6045164 12.2284 0.03300679 3.467239
##         sd
##  0.3540214
## 
## $`Student Teaching Assessment Special Education Fall 2010.Planning/Instructional Strategies`
##  raw_alpha std.alpha G6(smc) average_r      S/N        ase     mean
##  0.9661457 0.9657443       1 0.6238292 28.19224 0.01725075 4.055198
##        sd
##  0.623729
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Professional and Ethical Behavior`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.8223541 0.8223907 0.6983561 0.6983561 4.630335 0.1070648 4.816667
##         sd
##  0.4193982
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Reflection and Continuous Growth`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.7843756 0.7850658 0.6461797 0.6461797 3.652587 0.08832743 4.305785
##         sd
##  0.6501577
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Reflection and Continuous Growth`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.7924906 0.7952535 0.7269448 0.5642124 3.884088 0.07373369 4.566667
##         sd
##  0.5566358
## 
## $`Student Teaching Assessment Special Education Fall 2010.Reflective Practice & Professional Growth/Ethics & Professional Practice`
##  raw_alpha std.alpha   G6(smc) average_r    S/N        ase     mean
##  0.9502442 0.9502784 0.9733295 0.6142967 19.112 0.02506098 4.254082
##         sd
##  0.6546535
## 
## $`Student Teaching Assessment Special Education Fall 2010.School & Community Involvement/Collaboration`
##  raw_alpha std.alpha G6(smc) average_r     S/N        ase     mean
##   0.962807 0.9630311       1 0.7031023 26.0498 0.02425123 4.002743
##         sd
##  0.6638254
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Teacher Dispositions`
##  raw_alpha std.alpha  G6(smc) average_r      S/N        ase    mean
##  0.9626204 0.9629765 0.965433 0.7027819 26.00986 0.01221119 4.58024
##         sd
##  0.5314087
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Teacher Dispositions`
##  raw_alpha std.alpha  G6(smc) average_r      S/N       ase     mean
##  0.9442782  0.946328 0.952504 0.6158102 17.63168 0.0176528 4.735017
##         sd
##  0.4241818
## 
## $`Student Teaching Assessment Special Education Fall 2010.Teacher Dispositions`
##  raw_alpha std.alpha   G6(smc) average_r     S/N        ase     mean
##  0.9517472 0.9530057 0.9732472 0.6483286 20.2792 0.02632768 4.446023
##        sd
##  0.633895