#Read Data 
data = read.table("SPRING 2015 TEAC.tab", header= TRUE, sep="\t")

SPRING 2015:

Summary by Category:

## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Caring and effective teaching skill `
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##   0.898781 0.8996687 0.8720113 0.6915241 8.966975 0.0313393 4.408791
##         sd
##  0.6341133
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Caring and effective teaching skill `
##  raw_alpha std.alpha   G6(smc) average_r     S/N       ase     mean
##  0.8717585 0.8733783 0.8454415 0.6329447 6.89754 0.0390297 4.753112
##         sd
##  0.4746058
## 
## $`Student Teaching Assessment Special Education Fall 2010.Dispositions - Caring and effective teaching skill `
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9044524 0.9047369 0.8913713 0.7036432 9.497242 0.06130057 4.613924
##         sd
##  0.4996753
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9234725  0.925101 0.9162832 0.7118374 12.35132 0.02397454 4.389634
##         sd
##  0.6473771
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9093367 0.9127166 0.9066798 0.6765204 10.45693 0.02923233 4.735477
##         sd
##  0.4750621
## 
## $`Student Teaching Assessment Special Education Fall 2010.Dispositions - Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9240222  0.925144 0.9118511 0.7119648 12.35899 0.04761874 4.620253
##         sd
##  0.4873738
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Caring and effective teaching skill`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8105983 0.8153356 0.7783168 0.5246712 4.415228 0.03861302 3.961382
##         sd
##  0.5969462
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Caring and effective teaching skill`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase    mean
##  0.9149743 0.9195076 0.9252777  0.559332 11.42354 0.01877818 4.58596
##         sd
##  0.4916566
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Caring and effective teaching skill`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9201222 0.9202975 0.9258688 0.6225736 11.54666 0.03710682 4.179289
##         sd
##  0.5923313
## 
## $`Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Caring and effective teaching skill`
##  raw_alpha std.alpha  G6(smc) average_r      S/N       ase     mean
##  0.7419458  0.768847 0.737993 0.4540098 3.326138 0.1021378 3.591014
##         sd
##  0.1804817
## 
## $`Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Caring and effective teaching skill`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9340615 0.9392149 0.9356042  0.755518 15.45141 0.04128895 3.540898
##         sd
##  0.2846104
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8889999 0.8891874 0.8727197 0.6161006 8.024246 0.02685493 4.318191
##         sd
##  0.5914681
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.6317214 0.6362232 0.4665157 0.4665157 1.748939 0.1015308 4.589583
##         sd
##  0.5443662
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8604023 0.8623966 0.8343273 0.6104123 6.267265 0.06855958 4.373494
##         sd
##  0.5874364
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Multicultural perspectives and accuracy`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.7013288 0.7052064 0.5446478 0.5446478 2.392204 0.0823087 3.761468
##         sd
##  0.6360694
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Multicultural perspectives and accuracy`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9124205 0.9141651 0.9055988 0.6034055 10.65027 0.02249623 4.371198
##         sd
##  0.5955163
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Multicultural perspectives and accuracy`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9538347 0.9539022 0.9723986  0.775222 20.69301 0.03605874 4.027236
##         sd
##  0.6378414
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Pedagogical knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9272728 0.9275812 0.9311342 0.5379815 12.80857 0.01334364 4.029556
##         sd
##  0.5640673
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Pedagogical knowledge`
##  raw_alpha std.alpha   G6(smc) average_r     S/N        ase     mean
##  0.9247055  0.925687 0.9252945 0.6089282 12.4566 0.01936672 4.446962
##         sd
##  0.5820285
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Pedagogical knowledge`
##  raw_alpha std.alpha  G6(smc) average_r      S/N        ase     mean
##  0.9697367 0.9698681 0.980398 0.6413443 32.18741 0.01369026 4.172868
##         sd
##  0.5668992
## 
## $`Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Pedagogical knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8466048 0.8437234 0.8432117 0.5744188 5.398911 0.08188092 3.520141
##         sd
##  0.2142961
## 
## $`Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Pedagogical knowledge`
##  raw_alpha std.alpha  G6(smc) average_r      S/N        ase     mean
##  0.9198929   0.92696 0.926925 0.6445101 12.69113 0.03344559 3.547794
##         sd
##  0.2737603
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Subject matter knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8846591 0.8853059 0.8662415 0.6068824 7.718841 0.03168625 4.511111
##        sd
##  0.560589
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Subject matter knowledge`
##  raw_alpha std.alpha G6(smc) average_r      S/N        ase     mean
##  0.9729436 0.9730307       1 0.6671549 36.07921 0.01317836 4.124247
##         sd
##  0.6059497
## 
## $`Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Subject matter knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.7363151 0.7363173 0.5826758 0.5826758 2.792437 0.1849943 3.724508
##        sd
##  0.175833
## 
## $`Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Subject matter knowledge`
##  raw_alpha std.alpha  G6(smc) average_r      S/N       ase     mean
##  0.7677349  0.790437 0.774995 0.4853209 3.771834 0.0752843 3.584483
##         sd
##  0.1951698
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Technology`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.8161126 0.8162685 0.6895723 0.6895723 4.442724 0.1454847 4.148148
##         sd
##  0.6775159

Raw Statistics Output:

## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Caring and effective teaching skill "
## 
## Reliability analysis  Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Caring and effective teaching skill   
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##        0.9       0.9    0.87      0.69   9 0.031  4.4 0.63
## 
##  lower alpha upper     95% confidence boundaries
## 0.84 0.9 0.96 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1       0.88      0.88    0.84      0.72 7.6    0.043
## 10      0.86      0.86    0.80      0.67 6.1    0.045
## 6       0.87      0.87    0.82      0.69 6.7    0.044
## 7       0.87      0.87    0.82      0.69 6.6    0.044
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 1  328  0.85  0.86  0.78   0.74  4.5 0.65
## 10 327  0.90  0.89  0.85   0.81  4.3 0.79
## 6  328  0.88  0.88  0.82   0.78  4.4 0.71
## 7  328  0.88  0.88  0.82   0.78  4.4 0.74
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.09 0.31 0.60    0
## [2,] 0.01 0.17 0.32 0.50    0
## [3,] 0.00 0.12 0.33 0.55    0
## [4,] 0.00 0.14 0.30 0.55    0
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Caring and effective teaching skill "
## 
## Reliability analysis  Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Caring and effective teaching skill   
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.87      0.87    0.85      0.63 6.9 0.039  4.8 0.47
## 
##  lower alpha upper     95% confidence boundaries
## 0.8 0.87 0.95 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1       0.86      0.87    0.82      0.69 6.5    0.051
## 10      0.85      0.85    0.80      0.66 5.7    0.053
## 6       0.81      0.81    0.74      0.58 4.2    0.057
## 7       0.82      0.82    0.77      0.61 4.7    0.055
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 1  236  0.80  0.80  0.70   0.66  4.8 0.52
## 10 239  0.82  0.83  0.75   0.70  4.8 0.49
## 6  240  0.91  0.90  0.86   0.80  4.7 0.66
## 7  240  0.87  0.87  0.82   0.77  4.7 0.56
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.05 0.11 0.83 0.02
## [2,] 0.00 0.03 0.16 0.81 0.01
## [3,] 0.02 0.06 0.12 0.80 0.01
## [4,] 0.00 0.06 0.15 0.80 0.01
## [1] "Student Teaching Assessment Special Education Fall 2010.Dispositions - Caring and effective teaching skill "
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.Dispositions - Caring and effective teaching skill   
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean  sd
##        0.9       0.9    0.89       0.7 9.5 0.061  4.6 0.5
## 
##  lower alpha upper     95% confidence boundaries
## 0.78 0.9 1.02 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1       0.90      0.90    0.86      0.75 8.9    0.082
## 10      0.88      0.88    0.83      0.71 7.3    0.085
## 6       0.87      0.87    0.84      0.69 6.7    0.086
## 7       0.86      0.86    0.81      0.67 6.1    0.088
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 1  79  0.84  0.84  0.76   0.73  4.7 0.54
## 10 79  0.88  0.88  0.84   0.78  4.6 0.55
## 6  79  0.90  0.89  0.85   0.81  4.6 0.61
## 7  79  0.91  0.91  0.89   0.83  4.6 0.56
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.04 0.24 0.72 0.05
## [2,] 0.03 0.39 0.58 0.05
## [3,] 0.06 0.28 0.66 0.05
## [4,] 0.04 0.30 0.66 0.05
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Learning how to learn"
## 
## Reliability analysis  Student Teaching Assessment ELED K-6 (2012-2013 Format).Dispositions - Learning how to learn  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.92      0.93    0.92      0.71  12 0.024  4.4 0.65
## 
##  lower alpha upper     95% confidence boundaries
## 0.88 0.92 0.97 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## 11      0.91      0.91    0.89      0.73 10.7    0.030
## 2       0.91      0.91    0.89      0.71  9.7    0.031
## 4       0.91      0.91    0.89      0.72 10.4    0.030
## 8       0.91      0.91    0.89      0.71  9.9    0.031
## 9       0.90      0.90    0.87      0.69  8.9    0.032
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 11 328  0.84  0.86  0.81   0.77  4.6 0.63
## 2  326  0.88  0.88  0.84   0.81  4.5 0.70
## 4  325  0.88  0.86  0.82   0.79  4.3 0.79
## 8  328  0.88  0.88  0.84   0.81  4.4 0.74
## 9  327  0.92  0.91  0.89   0.85  4.2 0.82
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.08 0.29 0.64 0.00
## [2,] 0.00 0.12 0.30 0.59 0.01
## [3,] 0.01 0.18 0.31 0.51 0.01
## [4,] 0.00 0.14 0.30 0.55 0.00
## [5,] 0.02 0.21 0.33 0.44 0.00
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Learning how to learn"
## 
## Reliability analysis  Student Teaching Assessment SECED 7-12 (2012-2013 Format).Dispositions - Learning how to learn  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.91      0.91    0.91      0.68  10 0.029  4.7 0.48
## 
##  lower alpha upper     95% confidence boundaries
## 0.85 0.91 0.97 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 11      0.90      0.90    0.89      0.69 8.7    0.037
## 2       0.89      0.90    0.89      0.69 8.7    0.037
## 4       0.90      0.91    0.89      0.71 9.7    0.036
## 8       0.88      0.89    0.86      0.66 7.7    0.039
## 9       0.87      0.88    0.85      0.64 7.3    0.039
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 11 241  0.83  0.85  0.79   0.76  4.8 0.43
## 2  241  0.85  0.85  0.79   0.76  4.7 0.55
## 4  236  0.81  0.82  0.74   0.71  4.8 0.55
## 8  240  0.89  0.89  0.88   0.83  4.7 0.57
## 9  239  0.92  0.91  0.90   0.85  4.7 0.66
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.02 0.13 0.85 0.00
## [2,] 0.00 0.05 0.16 0.79 0.00
## [3,] 0.00 0.06 0.12 0.82 0.02
## [4,] 0.00 0.05 0.20 0.75 0.01
## [5,] 0.01 0.08 0.16 0.75 0.01
## [1] "Student Teaching Assessment Special Education Fall 2010.Dispositions - Learning how to learn"
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.Dispositions - Learning how to learn  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.92      0.93    0.91      0.71  12 0.048  4.6 0.49
## 
##  lower alpha upper     95% confidence boundaries
## 0.83 0.92 1.02 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## 11      0.90      0.90    0.88      0.70  9.5    0.062
## 2       0.91      0.91    0.89      0.73 10.6    0.060
## 4       0.90      0.90    0.88      0.70  9.5    0.062
## 8       0.91      0.91    0.89      0.72 10.4    0.060
## 9       0.90      0.91    0.88      0.70  9.5    0.061
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 11 79  0.89  0.89  0.86   0.82  4.7 0.52
## 2  79  0.85  0.86  0.80   0.77  4.7 0.52
## 4  78  0.89  0.89  0.86   0.82  4.6 0.56
## 8  79  0.86  0.86  0.81   0.78  4.6 0.57
## 9  79  0.89  0.89  0.86   0.82  4.5 0.62
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.03 0.27 0.71 0.05
## [2,] 0.03 0.25 0.72 0.05
## [3,] 0.04 0.28 0.68 0.06
## [4,] 0.04 0.34 0.62 0.05
## [5,] 0.06 0.38 0.56 0.05
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Caring and effective teaching skill"
## 
## Reliability analysis  Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Caring and effective teaching skill  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean  sd
##       0.81      0.82    0.78      0.52 4.4 0.039    4 0.6
## 
##  lower alpha upper     95% confidence boundaries
## 0.73 0.81 0.89 
## 
##  Reliability if an item is dropped:
##       raw_alpha std.alpha G6(smc) average_r S/N alpha se
## I.1        0.83      0.83    0.76      0.61 4.8    0.047
## II.2       0.73      0.73    0.66      0.47 2.7    0.055
## III.2      0.75      0.76    0.70      0.51 3.2    0.053
## III.3      0.74      0.75    0.67      0.50 2.9    0.054
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## I.1   316  0.74  0.72  0.55   0.50  3.6 0.80
## II.2  324  0.83  0.85  0.79   0.71  4.0 0.68
## III.2 327  0.81  0.81  0.72   0.65  4.2 0.72
## III.3 327  0.83  0.83  0.76   0.67  4.0 0.77
## 
## Non missing response frequency for each item
##      1    2    3    4    5 miss
## [1,] 0 0.03 0.45 0.35 0.16 0.04
## [2,] 0 0.00 0.22 0.55 0.23 0.01
## [3,] 0 0.00 0.16 0.43 0.41 0.00
## [4,] 0 0.03 0.24 0.50 0.24 0.00
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Caring and effective teaching skill"
## 
## Reliability analysis  Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Caring and effective teaching skill  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.91      0.92    0.93      0.56  11 0.019  4.6 0.49
## 
##  lower alpha upper     95% confidence boundaries
## 0.88 0.91 0.95 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## I.1         0.90      0.91    0.91      0.55  9.7    0.022
## III.1       0.90      0.91    0.91      0.55  9.7    0.022
## IX.1        0.91      0.91    0.92      0.56 10.3    0.021
## V.3         0.90      0.91    0.92      0.56 10.2    0.021
## VI.3        0.90      0.91    0.92      0.56 10.1    0.021
## VI.4        0.90      0.91    0.91      0.56 10.2    0.021
## VIII.3      0.91      0.91    0.92      0.57 10.5    0.021
## X.1         0.91      0.91    0.91      0.56 10.2    0.021
## X.2         0.91      0.91    0.91      0.57 10.6    0.021
## 
##  Item statistics 
##          n raw.r std.r r.cor r.drop mean   sd
## I.1    236  0.84  0.83  0.81   0.79  4.5 0.66
## III.1  236  0.84  0.83  0.81   0.78  4.5 0.71
## IX.1   232  0.77  0.77  0.72   0.69  4.6 0.67
## V.3    226  0.79  0.78  0.74   0.72  4.3 0.72
## VI.3   233  0.81  0.78  0.75   0.73  4.5 0.73
## VI.4   236  0.79  0.77  0.74   0.72  4.5 0.67
## VIII.3 241  0.74  0.74  0.70   0.66  4.7 0.55
## X.1    240  0.75  0.78  0.76   0.69  4.8 0.45
## X.2    229  0.71  0.74  0.71   0.64  4.9 0.39
## 
## Non missing response frequency for each item
##       1    2    3    4    5 miss
##  [1,] 0 0.00 0.09 0.31 0.60 0.02
##  [2,] 0 0.01 0.09 0.32 0.58 0.02
##  [3,] 0 0.00 0.08 0.23 0.69 0.04
##  [4,] 0 0.00 0.14 0.41 0.45 0.07
##  [5,] 0 0.01 0.07 0.32 0.59 0.04
##  [6,] 0 0.01 0.08 0.32 0.60 0.02
##  [7,] 0 0.00 0.04 0.20 0.76 0.00
##  [8,] 0 0.00 0.02 0.12 0.86 0.01
##  [9,] 0 0.00 0.01 0.12 0.87 0.05
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Caring and effective teaching skill"
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.TEAC Caring and effective teaching skill  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.92      0.92    0.93      0.62  12 0.037  4.2 0.59
## 
##  lower alpha upper     95% confidence boundaries
## 0.85 0.92 0.99 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## IV.9        0.91      0.91    0.90      0.62  9.7    0.044
## V.1         0.91      0.91    0.92      0.63 10.3    0.043
## V.6         0.90      0.90    0.90      0.61  9.5    0.044
## V.8         0.91      0.91    0.92      0.64 10.5    0.043
## VII.5       0.92      0.92    0.92      0.64 10.8    0.042
## VIII.8      0.90      0.90    0.90      0.60  9.0    0.045
## X.5         0.91      0.91    0.91      0.62  9.7    0.044
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## IV.9   82  0.83  0.83  0.82   0.77  4.3 0.69
## V.1    77  0.78  0.80  0.75   0.72  4.0 0.69
## V.6    83  0.85  0.85  0.84   0.79  4.2 0.72
## V.8    83  0.79  0.79  0.73   0.70  4.3 0.74
## VII.5  81  0.78  0.77  0.71   0.68  4.2 0.73
## VIII.8 82  0.88  0.88  0.87   0.84  4.0 0.73
## X.5    81  0.84  0.84  0.81   0.77  4.1 0.73
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.13 0.44 0.43 0.01
## [2,] 0.00 0.22 0.53 0.25 0.07
## [3,] 0.00 0.19 0.46 0.35 0.00
## [4,] 0.01 0.12 0.37 0.49 0.00
## [5,] 0.00 0.19 0.43 0.38 0.02
## [6,] 0.00 0.24 0.48 0.28 0.01
## [7,] 0.00 0.20 0.46 0.35 0.02
## [1] "Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Caring and effective teaching skill"
## 
## Reliability analysis  Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Caring and effective teaching skill  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N ase mean   sd
##       0.74      0.77    0.74      0.45 3.3 0.1  3.6 0.18
## 
##  lower alpha upper     95% confidence boundaries
## 0.54 0.74 0.94 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 10      0.73      0.77    0.71      0.52 3.3     0.13
## 7       0.75      0.76    0.69      0.52 3.2     0.12
## 8       0.60      0.64    0.56      0.37 1.8     0.15
## 9       0.65      0.67    0.61      0.41 2.1     0.14
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 10 58  0.72  0.70  0.53   0.44  3.7 0.23
## 7  55  0.70  0.71  0.56   0.47  3.2 0.29
## 8  56  0.81  0.85  0.81   0.70  3.7 0.21
## 9  58  0.78  0.81  0.74   0.63  3.8 0.18
## [1] "Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Caring and effective teaching skill"
## 
## Reliability analysis  Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Caring and effective teaching skill  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.93      0.94    0.94      0.76  15 0.041  3.5 0.28
## 
##  lower alpha upper     95% confidence boundaries
## 0.85 0.93 1.01 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 13      0.93      0.94    0.93      0.80  16    0.051
## 14      0.91      0.91    0.90      0.73  11    0.055
## 15      0.90      0.91    0.89      0.72  10    0.056
## 16      0.94      0.94    0.93      0.80  16    0.050
## 17      0.91      0.92    0.91      0.74  11    0.054
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 13 97  0.85  0.84  0.78   0.76  3.2 0.35
## 14 98  0.94  0.93  0.93   0.90  3.5 0.37
## 15 98  0.95  0.95  0.95   0.92  3.6 0.32
## 16 99  0.82  0.84  0.78   0.75  3.8 0.23
## 17 98  0.91  0.92  0.90   0.87  3.6 0.29
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Learning how to learn"
## 
## Reliability analysis  Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Learning how to learn  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.89      0.89    0.87      0.62   8 0.027  4.3 0.59
## 
##  lower alpha upper     95% confidence boundaries
## 0.84 0.89 0.94 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IX.1        0.86      0.86    0.83      0.60 6.1    0.035
## VI.4        0.87      0.86    0.83      0.62 6.4    0.034
## VIII.1      0.86      0.86    0.83      0.61 6.2    0.035
## VIII.2      0.86      0.86    0.83      0.61 6.2    0.035
## X.1         0.88      0.88    0.85      0.65 7.4    0.033
## 
##  Item statistics 
##          n raw.r std.r r.cor r.drop mean   sd
## IX.1   324  0.86  0.85  0.81   0.76  4.2 0.74
## VI.4   318  0.82  0.83  0.78   0.73  4.4 0.68
## VIII.1 328  0.84  0.85  0.80   0.75  4.3 0.69
## VIII.2 323  0.85  0.84  0.80   0.75  4.1 0.76
## X.1    328  0.78  0.79  0.70   0.66  4.5 0.69
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.18 0.40 0.42 0.01
## [2,] 0.00 0.11 0.34 0.55 0.03
## [3,] 0.00 0.12 0.41 0.46 0.00
## [4,] 0.00 0.25 0.43 0.32 0.02
## [5,] 0.01 0.10 0.27 0.62 0.00
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Learning how to learn"
## 
## Reliability analysis  Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Learning how to learn  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N ase mean   sd
##       0.63      0.64    0.47      0.47 1.7 0.1  4.6 0.54
## 
##  lower alpha upper     95% confidence boundaries
## 0.43 0.63 0.83 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## VIII.1      0.47      0.47    0.22      0.47  NA       NA
## VIII.2      0.47      0.47    0.22      0.47  NA       NA
## 
##  Item statistics 
##          n raw.r std.r r.cor r.drop mean   sd
## VIII.1 225  0.88  0.86  0.58   0.47  4.5 0.67
## VIII.2 240  0.85  0.86  0.58   0.47  4.6 0.58
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.10 0.26 0.64 0.07
## [2,] 0.05 0.27 0.68 0.01
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Learning how to learn"
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.TEAC Learning how to learn  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.86      0.86    0.83      0.61 6.3 0.069  4.4 0.59
## 
##  lower alpha upper     95% confidence boundaries
## 0.73 0.86 0.99 
## 
##  Reliability if an item is dropped:
##       raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IX.12      0.84      0.84    0.79      0.64 5.4    0.091
## IX.5       0.79      0.80    0.73      0.57 4.1    0.099
## IX.7       0.83      0.83    0.78      0.62 4.8    0.093
## X.10       0.82      0.82    0.76      0.61 4.7    0.095
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## IX.12 83  0.79  0.81  0.71   0.66  4.6 0.59
## IX.5  83  0.88  0.87  0.83   0.77  4.3 0.72
## IX.7  83  0.84  0.84  0.75   0.70  4.3 0.70
## X.10  82  0.86  0.84  0.78   0.72  4.2 0.77
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.05 0.33 0.63 0.00
## [2,] 0.14 0.36 0.49 0.00
## [3,] 0.13 0.40 0.47 0.00
## [4,] 0.21 0.37 0.43 0.01
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Multicultural perspectives and accuracy"
## 
## Reliability analysis  Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Multicultural perspectives and accuracy  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##        0.7      0.71    0.54      0.54 2.4 0.082  3.8 0.64
## 
##  lower alpha upper     95% confidence boundaries
## 0.54 0.7 0.86 
## 
##  Reliability if an item is dropped:
##      raw_alpha std.alpha G6(smc) average_r S/N alpha se
## II.1      0.54      0.54     0.3      0.54  NA       NA
## IV.2      0.54      0.54     0.3      0.54  NA       NA
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## II.1 326  0.88  0.88  0.65   0.54  3.8 0.67
## IV.2 298  0.90  0.88  0.65   0.54  3.7 0.76
## 
## Non missing response frequency for each item
##      1    2    3    4    5 miss
## [1,] 0 0.00 0.33 0.53 0.14 0.01
## [2,] 0 0.02 0.38 0.44 0.15 0.09
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Multicultural perspectives and accuracy"
## 
## Reliability analysis  Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Multicultural perspectives and accuracy  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean  sd
##       0.91      0.91    0.91       0.6  11 0.022  4.4 0.6
## 
##  lower alpha upper     95% confidence boundaries
## 0.87 0.91 0.96 
## 
##  Reliability if an item is dropped:
##      raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## I.2       0.90      0.90    0.89      0.61  9.2    0.026
## I.3       0.91      0.91    0.90      0.63 10.1    0.025
## II.1      0.89      0.90    0.88      0.59  8.7    0.027
## II.2      0.90      0.90    0.89      0.60  9.0    0.027
## II.3      0.90      0.90    0.89      0.60  8.9    0.027
## V.1       0.90      0.90    0.89      0.60  9.1    0.026
## VI.1      0.90      0.90    0.88      0.60  8.9    0.027
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## I.2  233  0.79  0.81  0.76   0.73  4.4 0.65
## I.3  198  0.77  0.75  0.69   0.66  4.1 0.82
## II.1 232  0.85  0.84  0.82   0.78  4.4 0.76
## II.2 234  0.82  0.82  0.78   0.75  4.5 0.69
## II.3 235  0.83  0.83  0.79   0.76  4.4 0.70
## V.1  224  0.83  0.81  0.77   0.74  4.4 0.72
## VI.1 235  0.84  0.83  0.80   0.76  4.4 0.74
## 
## Non missing response frequency for each item
##         1    2    3    4    5 miss
## [1,] 0.00 0.00 0.09 0.42 0.49 0.04
## [2,] 0.01 0.01 0.23 0.39 0.36 0.18
## [3,] 0.00 0.03 0.08 0.36 0.53 0.04
## [4,] 0.00 0.00 0.10 0.30 0.59 0.03
## [5,] 0.00 0.01 0.09 0.36 0.54 0.03
## [6,] 0.00 0.00 0.14 0.34 0.51 0.07
## [7,] 0.00 0.02 0.09 0.33 0.56 0.03
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Multicultural perspectives and accuracy"
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.TEAC Multicultural perspectives and accuracy  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.95      0.95    0.97      0.78  21 0.036    4 0.64
## 
##  lower alpha upper     95% confidence boundaries
## 0.88 0.95 1.02 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## I.3         0.95      0.95    0.97      0.78  18    0.044
## III.1       0.95      0.95    0.95      0.79  18    0.043
## III.2       0.95      0.95    0.96      0.80  20    0.043
## VI.1        0.94      0.94    0.96      0.77  17    0.044
## VI.6        0.94      0.94    0.95      0.75  15    0.046
## VII.10      0.94      0.94    0.96      0.76  16    0.045
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## I.3    82  0.89  0.89  0.86   0.84  4.1 0.74
## III.1  81  0.90  0.88  0.87   0.83  4.0 0.73
## III.2  82  0.85  0.86  0.84   0.80  4.1 0.67
## VI.1   71  0.90  0.90  0.90   0.86  3.9 0.72
## VI.6   60  0.93  0.96  0.96   0.93  4.0 0.71
## VII.10 78  0.91  0.92  0.91   0.88  4.0 0.72
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.23 0.45 0.32 0.01
## [2,] 0.26 0.47 0.27 0.02
## [3,] 0.17 0.54 0.29 0.01
## [4,] 0.32 0.48 0.20 0.14
## [5,] 0.25 0.50 0.25 0.28
## [6,] 0.24 0.49 0.27 0.06
## [1] "Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Pedagogical knowledge"
## 
## Reliability analysis  Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Pedagogical knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.93      0.93    0.93      0.54  13 0.013    4 0.56
## 
##  lower alpha upper     95% confidence boundaries
## 0.9 0.93 0.95 
## 
##  Reliability if an item is dropped:
##       raw_alpha std.alpha G6(smc) average_r S/N alpha se
## III.1      0.92      0.92    0.92      0.55  12    0.015
## V.1        0.92      0.92    0.92      0.54  12    0.015
## V.2        0.92      0.92    0.92      0.54  12    0.015
## V.3        0.92      0.92    0.92      0.54  12    0.015
## VI.1       0.92      0.92    0.92      0.55  12    0.015
## VI.2       0.92      0.92    0.92      0.54  12    0.015
## VI.3       0.92      0.92    0.93      0.55  12    0.014
## VII.1      0.92      0.92    0.92      0.53  11    0.015
## VII.2      0.92      0.92    0.92      0.53  11    0.015
## VII.3      0.92      0.92    0.92      0.53  11    0.015
## VII.5      0.92      0.92    0.92      0.54  12    0.015
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## III.1 327  0.72  0.72  0.69   0.66  4.1 0.77
## V.1   324  0.77  0.78  0.76   0.72  3.9 0.71
## V.2   313  0.74  0.74  0.71   0.68  3.8 0.69
## V.3   319  0.76  0.76  0.74   0.70  3.9 0.71
## VI.1  324  0.72  0.72  0.69   0.65  4.3 0.71
## VI.2  325  0.78  0.77  0.75   0.72  4.2 0.79
## VI.3  321  0.71  0.70  0.65   0.63  4.0 0.74
## VII.1 327  0.82  0.82  0.80   0.78  4.0 0.73
## VII.2 327  0.79  0.78  0.76   0.73  3.8 0.77
## VII.3 327  0.83  0.83  0.81   0.79  4.1 0.73
## VII.5 326  0.76  0.75  0.73   0.70  4.2 0.78
## 
## Non missing response frequency for each item
##          2    3    4    5 miss
##  [1,] 0.02 0.20 0.45 0.33 0.00
##  [2,] 0.01 0.30 0.51 0.18 0.01
##  [3,] 0.01 0.31 0.53 0.15 0.05
##  [4,] 0.01 0.25 0.52 0.21 0.03
##  [5,] 0.00 0.13 0.41 0.45 0.01
##  [6,] 0.03 0.15 0.42 0.39 0.01
##  [7,] 0.01 0.26 0.48 0.26 0.02
##  [8,] 0.01 0.24 0.49 0.27 0.00
##  [9,] 0.03 0.33 0.46 0.18 0.00
## [10,] 0.01 0.20 0.49 0.31 0.00
## [11,] 0.02 0.17 0.39 0.42 0.01
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Pedagogical knowledge"
## 
## Reliability analysis  Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Pedagogical knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.92      0.93    0.93      0.61  12 0.019  4.4 0.58
## 
##  lower alpha upper     95% confidence boundaries
## 0.89 0.92 0.96 
## 
##  Reliability if an item is dropped:
##       raw_alpha std.alpha G6(smc) average_r S/N alpha se
## I.4        0.91      0.91    0.91      0.60  11    0.022
## I.5        0.92      0.92    0.92      0.63  12    0.022
## III.3      0.92      0.92    0.92      0.63  12    0.022
## V.4        0.91      0.91    0.91      0.60  10    0.023
## V.5        0.92      0.92    0.92      0.61  11    0.022
## VI.3       0.91      0.91    0.91      0.60  11    0.022
## VII.1      0.91      0.91    0.91      0.60  11    0.022
## VII.2      0.91      0.91    0.91      0.60  10    0.023
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## I.4   222  0.83  0.83  0.80   0.77  4.4 0.77
## I.5   182  0.79  0.74  0.70   0.66  4.3 0.77
## III.3 237  0.76  0.75  0.70   0.67  4.5 0.67
## V.4   237  0.84  0.84  0.82   0.79  4.4 0.72
## V.5   222  0.81  0.80  0.77   0.74  4.4 0.70
## VI.3  234  0.84  0.83  0.81   0.77  4.4 0.72
## VII.1 237  0.84  0.84  0.82   0.78  4.6 0.67
## VII.2 239  0.85  0.85  0.83   0.80  4.6 0.66
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.02 0.11 0.35 0.51 0.08
## [2,] 0.02 0.13 0.35 0.50 0.25
## [3,] 0.01 0.07 0.32 0.59 0.02
## [4,] 0.00 0.13 0.31 0.56 0.02
## [5,] 0.01 0.09 0.37 0.53 0.08
## [6,] 0.01 0.12 0.35 0.53 0.03
## [7,] 0.00 0.08 0.26 0.65 0.02
## [8,] 0.01 0.07 0.26 0.66 0.01
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Pedagogical knowledge"
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.TEAC Pedagogical knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.97      0.97    0.98      0.64  32 0.014  4.2 0.57
## 
##  lower alpha upper     95% confidence boundaries
## 0.94 0.97 1 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IV.10       0.97      0.97    0.98      0.64  30    0.015
## IV.2        0.97      0.97    0.98      0.65  31    0.014
## IV.3        0.97      0.97    0.98      0.64  30    0.015
## IV.6        0.97      0.97    0.98      0.64  31    0.014
## IV.7        0.97      0.97    0.98      0.63  29    0.015
## IV.8        0.97      0.97    0.98      0.65  31    0.014
## IX.2        0.97      0.97    0.98      0.65  31    0.014
## V.13        0.97      0.97    0.98      0.65  31    0.014
## V.2         0.97      0.97    0.98      0.64  31    0.014
## V.5         0.97      0.97    0.98      0.65  31    0.014
## V.7         0.97      0.97    0.98      0.64  30    0.015
## VII.12      0.97      0.97    0.98      0.65  31    0.014
## VII.13      0.97      0.97    0.98      0.64  31    0.014
## VII.14      0.97      0.97    0.98      0.64  30    0.015
## VII.17      0.97      0.97    0.98      0.64  30    0.015
## VII.7       0.97      0.97    0.98      0.63  29    0.015
## VIII.6      0.97      0.97    0.98      0.63  29    0.015
## X.7         0.97      0.97    0.98      0.64  31    0.014
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## IV.10  82  0.82  0.81  0.80   0.78  4.3 0.67
## IV.2   83  0.77  0.76  0.76   0.73  4.1 0.67
## IV.3   83  0.86  0.85  0.86   0.83  4.1 0.74
## IV.6   83  0.81  0.80  0.80   0.78  4.3 0.64
## IV.7   81  0.88  0.89  0.88   0.87  4.0 0.64
## IV.8   81  0.76  0.75  0.74   0.72  4.1 0.67
## IX.2   83  0.78  0.78  0.77   0.75  4.2 0.76
## V.13   80  0.78  0.77  0.75   0.74  4.0 0.70
## V.2    83  0.80  0.81  0.79   0.78  4.3 0.64
## V.5    83  0.75  0.75  0.73   0.71  4.3 0.66
## V.7    81  0.84  0.84  0.84   0.82  4.1 0.70
## VII.12 82  0.78  0.78  0.77   0.75  4.4 0.70
## VII.13 83  0.80  0.80  0.80   0.77  4.3 0.70
## VII.14 82  0.83  0.82  0.81   0.80  4.3 0.69
## VII.17 82  0.85  0.84  0.84   0.82  4.2 0.70
## VII.7  83  0.88  0.88  0.88   0.87  4.1 0.74
## VIII.6 81  0.90  0.90  0.90   0.89  4.0 0.70
## X.7    81  0.79  0.79  0.78   0.77  4.1 0.72
## 
## Non missing response frequency for each item
##          3    4    5 miss
##  [1,] 0.12 0.48 0.40 0.01
##  [2,] 0.18 0.54 0.28 0.00
##  [3,] 0.24 0.46 0.30 0.00
##  [4,] 0.11 0.53 0.36 0.00
##  [5,] 0.21 0.59 0.20 0.02
##  [6,] 0.17 0.54 0.28 0.02
##  [7,] 0.19 0.37 0.43 0.00
##  [8,] 0.24 0.51 0.25 0.04
##  [9,] 0.10 0.51 0.40 0.00
## [10,] 0.11 0.47 0.42 0.00
## [11,] 0.21 0.52 0.27 0.02
## [12,] 0.12 0.34 0.54 0.01
## [13,] 0.13 0.42 0.45 0.00
## [14,] 0.13 0.44 0.43 0.01
## [15,] 0.17 0.48 0.35 0.01
## [16,] 0.23 0.45 0.33 0.00
## [17,] 0.22 0.52 0.26 0.02
## [18,] 0.22 0.48 0.30 0.02
## [1] "Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Pedagogical knowledge"
## 
## Reliability analysis  Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Pedagogical knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.85      0.84    0.84      0.57 5.4 0.082  3.5 0.21
## 
##  lower alpha upper     95% confidence boundaries
## 0.69 0.85 1.01 
## 
##  Reliability if an item is dropped:
##   raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 3      0.81      0.80    0.80      0.57 4.1    0.111
## 4      0.76      0.76    0.69      0.51 3.2    0.122
## 5      0.75      0.75    0.69      0.50 3.0    0.123
## 6      0.88      0.88    0.86      0.71 7.3    0.098
## 
##  Item statistics 
##    n raw.r std.r r.cor r.drop mean   sd
## 3 58  0.81  0.82  0.72   0.68  3.5 0.25
## 4 59  0.89  0.88  0.88   0.79  3.4 0.26
## 5 56  0.90  0.89  0.90   0.80  3.4 0.29
## 6 57  0.69  0.70  0.53   0.49  3.7 0.24
## [1] "Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Pedagogical knowledge"
## 
## Reliability analysis  Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Pedagogical knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.92      0.93    0.93      0.64  13 0.033  3.5 0.27
## 
##  lower alpha upper     95% confidence boundaries
## 0.85 0.92 0.99 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## 10      0.92      0.92    0.92      0.66 11.7    0.038
## 11      0.91      0.91    0.91      0.64 10.6    0.039
## 12      0.92      0.93    0.92      0.68 12.5    0.038
## 5       0.90      0.90    0.90      0.61  9.5    0.041
## 6       0.91      0.91    0.91      0.64 10.7    0.040
## 7       0.90      0.91    0.91      0.63 10.1    0.041
## 8       0.91      0.92    0.92      0.65 11.4    0.039
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 10 96  0.77  0.79  0.74   0.71  3.8 0.22
## 11 96  0.86  0.85  0.82   0.79  3.4 0.41
## 12 95  0.74  0.75  0.70   0.66  3.6 0.25
## 5  98  0.93  0.91  0.91   0.88  3.6 0.31
## 6  96  0.85  0.84  0.82   0.78  3.4 0.39
## 7  96  0.88  0.88  0.87   0.84  3.4 0.38
## 8  96  0.80  0.81  0.76   0.73  3.6 0.26
## [1] "Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Subject matter knowledge"
## 
## Reliability analysis  Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Subject matter knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.88      0.89    0.87      0.61 7.7 0.032  4.5 0.56
## 
##  lower alpha upper     95% confidence boundaries
## 0.82 0.88 0.95 
## 
##  Reliability if an item is dropped:
##      raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IV.1      0.86      0.86    0.83      0.60 6.1    0.040
## IV.2      0.87      0.87    0.84      0.62 6.6    0.040
## IV.3      0.85      0.85    0.81      0.58 5.6    0.042
## V.2       0.85      0.85    0.82      0.58 5.6    0.041
## VI.2      0.88      0.88    0.85      0.64 7.2    0.039
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## IV.1 240  0.83  0.83  0.78   0.73  4.6 0.65
## IV.2 240  0.80  0.81  0.73   0.69  4.5 0.66
## IV.3 238  0.87  0.86  0.83   0.78  4.5 0.72
## V.2  237  0.86  0.86  0.82   0.77  4.5 0.66
## VI.2 232  0.78  0.77  0.68   0.65  4.4 0.71
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.08 0.28 0.64 0.01
## [2,] 0.00 0.09 0.30 0.60 0.01
## [3,] 0.02 0.08 0.30 0.60 0.02
## [4,] 0.00 0.08 0.29 0.63 0.02
## [5,] 0.01 0.09 0.34 0.56 0.04
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Subject matter knowledge"
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.TEAC Subject matter knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean   sd
##       0.97      0.97       1      0.67  36 0.013  4.1 0.61
## 
##  lower alpha upper     95% confidence boundaries
## 0.95 0.97 1 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IV.1        0.97      0.97    1.00      0.67  35    0.014
## IV.4        0.97      0.97    0.99      0.68  36    0.014
## IV.5        0.97      0.97    1.00      0.67  35    0.014
## IX.6        0.97      0.97    1.00      0.67  35    0.014
## V.12        0.97      0.97    1.00      0.68  35    0.014
## V.4         0.97      0.97    1.00      0.67  35    0.014
## VI.3        0.97      0.97    1.00      0.66  33    0.014
## VI.5        0.97      0.97    1.00      0.66  33    0.014
## VII.1       0.97      0.97    1.00      0.67  34    0.014
## VII.15      0.97      0.97    0.98      0.66  34    0.014
## VII.16      0.97      0.97    1.00      0.67  34    0.014
## VII.2       0.97      0.97    1.00      0.66  33    0.014
## VII.4       0.97      0.97    1.00      0.67  35    0.014
## VII.8       0.97      0.97    1.00      0.66  33    0.014
## VII.9       0.97      0.97    1.00      0.66  33    0.014
## VIII.5      0.97      0.97    1.00      0.66  33    0.014
## VIII.7      0.97      0.97    1.00      0.66  33    0.014
## VIII.9      0.97      0.97    1.00      0.67  35    0.014
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## IV.1   83  0.78  0.78  0.78   0.75  4.1 0.70
## IV.4   39  0.76  0.74  0.74   0.71  4.3 0.73
## IV.5   83  0.76  0.77  0.77   0.74  4.0 0.64
## IX.6   83  0.77  0.78  0.78   0.75  4.2 0.73
## V.12   64  0.80  0.75  0.75   0.72  4.2 0.65
## V.4    75  0.78  0.77  0.77   0.74  4.0 0.71
## VI.3   81  0.87  0.86  0.86   0.85  4.0 0.72
## VI.5   82  0.86  0.86  0.86   0.85  4.1 0.75
## VII.1  82  0.86  0.84  0.84   0.82  4.2 0.70
## VII.15 35  0.88  0.85  0.85   0.83  4.3 0.66
## VII.16 82  0.86  0.85  0.85   0.82  4.2 0.71
## VII.2  83  0.90  0.89  0.89   0.88  4.2 0.72
## VII.4  80  0.80  0.79  0.79   0.76  4.1 0.76
## VII.8  82  0.91  0.91  0.91   0.90  4.0 0.71
## VII.9  83  0.92  0.92  0.92   0.91  4.1 0.73
## VIII.5 83  0.88  0.88  0.88   0.87  4.1 0.76
## VIII.7 82  0.89  0.89  0.89   0.87  4.0 0.70
## VIII.9 83  0.79  0.77  0.77   0.74  4.2 0.76
## 
## Non missing response frequency for each item
##          3    4    5 miss
##  [1,] 0.18 0.49 0.33 0.00
##  [2,] 0.15 0.38 0.46 0.53
##  [3,] 0.20 0.59 0.20 0.00
##  [4,] 0.17 0.42 0.41 0.00
##  [5,] 0.12 0.53 0.34 0.23
##  [6,] 0.23 0.51 0.27 0.10
##  [7,] 0.25 0.48 0.27 0.02
##  [8,] 0.24 0.44 0.32 0.01
##  [9,] 0.16 0.46 0.38 0.01
## [10,] 0.11 0.51 0.37 0.58
## [11,] 0.16 0.44 0.40 0.01
## [12,] 0.17 0.45 0.39 0.00
## [13,] 0.22 0.41 0.36 0.04
## [14,] 0.23 0.50 0.27 0.01
## [15,] 0.20 0.46 0.34 0.00
## [16,] 0.23 0.42 0.35 0.00
## [17,] 0.23 0.51 0.26 0.01
## [18,] 0.22 0.40 0.39 0.00
## [1] "Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Subject matter knowledge"
## 
## Reliability analysis  Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Subject matter knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N  ase mean   sd
##       0.74      0.74    0.58      0.58 2.8 0.18  3.7 0.18
## 
##  lower alpha upper     95% confidence boundaries
## 0.37 0.74 1.1 
## 
##  Reliability if an item is dropped:
##   raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1      0.58      0.58    0.34      0.58  NA       NA
## 2      0.58      0.58    0.34      0.58  NA       NA
## 
##  Item statistics 
##    n raw.r std.r r.cor r.drop mean  sd
## 1 61  0.89  0.89  0.68   0.58  3.7 0.2
## 2 59  0.89  0.89  0.68   0.58  3.7 0.2
## [1] "Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Subject matter knowledge"
## 
## Reliability analysis  Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Subject matter knowledge  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N   ase mean  sd
##       0.77      0.79    0.77      0.49 3.8 0.075  3.6 0.2
## 
##  lower alpha upper     95% confidence boundaries
## 0.62 0.77 0.92 
## 
##  Reliability if an item is dropped:
##   raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1      0.70      0.71    0.63      0.45 2.4    0.102
## 2      0.65      0.67    0.58      0.41 2.1    0.109
## 3      0.76      0.80    0.77      0.57 4.0    0.093
## 4      0.74      0.76    0.72      0.51 3.1    0.097
## 
##  Item statistics 
##    n raw.r std.r r.cor r.drop mean   sd
## 1 98  0.78  0.82  0.78   0.64  3.8 0.18
## 2 99  0.84  0.86  0.84   0.70  3.7 0.24
## 3 95  0.71  0.70  0.52   0.47  3.4 0.25
## 4 96  0.81  0.76  0.63   0.56  3.4 0.32
## [1] "Student Teaching Assessment Special Education Fall 2010.TEAC Technology"
## 
## Reliability analysis  Student Teaching Assessment Special Education Fall 2010.TEAC Technology  
## Call: alpha(x = data1[[name]], title = name)
## 
##   raw_alpha std.alpha G6(smc) average_r S/N  ase mean   sd
##       0.82      0.82    0.69      0.69 4.4 0.15  4.1 0.68
## 
##  lower alpha upper     95% confidence boundaries
## 0.53 0.82 1.1 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## VI.2        0.69      0.69    0.48      0.69  NA       NA
## VII.11      0.69      0.69    0.48      0.69  NA       NA
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## VI.2   55  0.93  0.92  0.76   0.69  4.3 0.69
## VII.11 81  0.95  0.92  0.76   0.69  4.1 0.70
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.13 0.45 0.42 0.34
## [2,] 0.19 0.49 0.32 0.02