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

Fall 2014:

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
##  0.9025233 0.9044286 0.879224 0.7028977 9.463376 0.03614023 4.579545
##         sd
##  0.5500141
## 
## $`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
##  0.8742758 0.8782097 0.8506598 0.6432022 7.210833 0.04919237 4.738889
##         sd
##  0.4583376
## 
## $`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
##  0.8956958 0.8986056 0.880155  0.689018 8.86248 0.07336636 4.479167
##        sd
##  0.672227
## 
## $`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
##  0.9255568 0.9257342 0.9166015 0.7137155 12.46515 0.02769978 4.553306
##         sd
##  0.5551806
## 
## $`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
##  0.8742215 0.8759222 0.8634694 0.5853878 7.059461 0.0412622 4.719667
##         sd
##  0.4403666
## 
## $`Student Teaching Assessment Special Education Fall 2010.Dispositions - Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.9218046  0.924965 0.9255615 0.7114349 12.32712 0.0557281 4.450833
##         sd
##  0.6476484
## 
## $`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
##  0.8020374 0.8017327 0.7561306 0.5027161 4.043696 0.04575446 4.02376
##        sd
##  0.549669
## 
## $`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
##  0.9175237 0.9215498 0.9277806 0.5662011 11.74694 0.02347914 4.549722
##         sd
##  0.4856416
## 
## $`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
##  0.9264048 0.9268045 0.9347058  0.643984 12.66204 0.04206651 4.052264
##         sd
##  0.6642707
## 
## $`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
##  0.7883067 0.8407214 0.8230582 0.5688868 5.278306 0.1024166 3.714151
##         sd
##  0.1542825
## 
## $`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
##  0.8722137 0.8760441 0.8958235 0.5856601 7.067388 0.05622993 3.51296
##        sd
##  0.302612
## 
## $`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
##  0.8590136 0.8592026 0.8396966  0.549647 6.102403 0.03409768 4.39876
##         sd
##  0.5442633
## 
## $`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       sd
##  0.7356083 0.7370045 0.5835369 0.5835369 2.802346 0.1175911  4.5 0.610314
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Learning how to learn`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.8669205 0.8688683 0.8355823 0.6235621 6.625922 0.07883108 4.255464
##        sd
##  0.650475
## 
## $`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
##  0.7957819 0.7958015 0.6608557 0.6608557 3.897195 0.08723293 3.841667
##         sd
##  0.6435497
## 
## $`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
##  0.8946119  0.896176 0.8906997 0.5521915 8.631681 0.0305759 4.34054
##         sd
##  0.5716652
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Multicultural perspectives and accuracy`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9450252 0.9457706 0.9533867 0.7440292 17.44017 0.04381648 3.868306
##         sd
##  0.6855635
## 
## $`Student Teaching Assessment ELED K-6 (2012-2013 Format).TEAC Pedagogical knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9364812 0.9367434 0.9376962  0.573786 14.80863 0.01467303 4.098326
##         sd
##  0.5469503
## 
## $`Student Teaching Assessment SECED 7-12 (2012-2013 Format).TEAC Pedagogical knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9168108 0.9176916 0.9181211  0.582233 11.14943 0.02544096 4.433484
##        sd
##  0.562203
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Pedagogical knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9626596 0.9625047 0.9825371 0.5878181 25.67004 0.01726808 4.051899
##        sd
##  0.622509
## 
## $`Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Pedagogical knowledge`
##  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.TEAC Pedagogical knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N        ase     mean
##  0.9404572 0.9382838 0.9529536 0.6847303 15.20321 0.03374398 3.459661
##         sd
##  0.3725279
## 
## $`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
##  0.8782229 0.8791418 0.8606223 0.5926402 7.274162 0.04091155 4.513
##         sd
##  0.5241302
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Subject matter knowledge`
##  raw_alpha std.alpha G6(smc) average_r      S/N        ase     mean
##  0.9707408 0.9705586       1 0.6468218 32.96577 0.01576766 4.002804
##         sd
##  0.6612424
## 
## $`Student Teaching Classroom Survey Elementary Grades 4-6.TEAC Subject matter knowledge`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.4989064 0.5040836 0.3369731 0.3369731 1.016469 0.2391144 3.747404
##         sd
##  0.1564605
## 
## $`Student Teaching Classroom Survey Secondary Grades 7-12.TEAC Subject matter knowledge`
##  raw_alpha std.alpha   G6(smc) average_r     S/N        ase     mean
##  0.7634711 0.7605088 0.7391015 0.4425491 3.17552 0.08362117 3.529465
##         sd
##  0.2528061
## 
## $`Student Teaching Assessment Special Education Fall 2010.TEAC Technology`
##  raw_alpha std.alpha   G6(smc) average_r      S/N       ase     mean
##  0.7333325 0.7351655 0.5812346 0.5812346 2.775943 0.1853881 4.081967
##         sd
##  0.7198398

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    0.88       0.7 9.5 0.036  4.6 0.55
## 
##  lower alpha upper     95% confidence boundaries
## 0.83 0.9 0.97 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1       0.87      0.87    0.83      0.70 6.9    0.050
## 10      0.89      0.89    0.85      0.73 8.2    0.049
## 6       0.86      0.86    0.80      0.67 6.1    0.052
## 7       0.88      0.88    0.83      0.71 7.4    0.050
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 1  242  0.88  0.89  0.83   0.79  4.6 0.56
## 10 242  0.86  0.86  0.78   0.74  4.5 0.63
## 6  242  0.91  0.91  0.88   0.83  4.6 0.64
## 7  242  0.88  0.87  0.81   0.77  4.6 0.67
## 
## Non missing response frequency for each item
##      1    3    4    5 miss
## [1,] 0 0.04 0.29 0.67    0
## [2,] 0 0.07 0.30 0.62    0
## [3,] 0 0.08 0.26 0.66    0
## [4,] 0 0.07 0.27 0.65    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      0.88    0.85      0.64 7.2 0.049  4.7 0.46
## 
##  lower alpha upper     95% confidence boundaries
## 0.78 0.87 0.97 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1       0.86      0.86    0.81      0.68 6.3    0.066
## 10      0.84      0.85    0.79      0.65 5.6    0.068
## 6       0.84      0.84    0.79      0.64 5.3    0.068
## 7       0.82      0.82    0.76      0.61 4.6    0.071
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 1  149  0.79  0.83  0.74   0.68  4.8 0.45
## 10 150  0.86  0.85  0.78   0.73  4.7 0.57
## 6  150  0.88  0.86  0.79   0.75  4.7 0.59
## 7  149  0.90  0.89  0.85   0.79  4.7 0.50
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.02 0.15 0.83 0.01
## [2,] 0.00 0.06 0.17 0.77 0.01
## [3,] 0.01 0.05 0.15 0.79 0.01
## [4,] 0.00 0.03 0.21 0.76 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    0.88      0.69 8.9 0.073  4.5 0.67
## 
##  lower alpha upper     95% confidence boundaries
## 0.75 0.9 1.04 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1       0.87      0.87    0.82      0.69 6.7    0.102
## 10      0.89      0.89    0.85      0.73 8.0    0.098
## 6       0.86      0.86    0.82      0.68 6.4    0.103
## 7       0.85      0.85    0.79      0.66 5.8    0.105
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 1  60  0.87  0.87  0.82   0.77  4.6 0.72
## 10 60  0.86  0.84  0.76   0.72  4.4 0.85
## 6  60  0.88  0.88  0.83   0.79  4.4 0.78
## 7  60  0.90  0.90  0.87   0.82  4.5 0.72
## 
## Non missing response frequency for each item
##         1    2    3    4    5 miss
## [1,] 0.00 0.02 0.08 0.20 0.70 0.02
## [2,] 0.02 0.00 0.13 0.27 0.58 0.02
## [3,] 0.00 0.02 0.13 0.30 0.55 0.02
## [4,] 0.00 0.02 0.08 0.23 0.67 0.02
## [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
##       0.93      0.93    0.92      0.71  12 0.028  4.6 0.56
## 
##  lower alpha upper     95% confidence boundaries
## 0.87 0.93 0.98 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## 11      0.92      0.92    0.90      0.73 10.8    0.035
## 2       0.92      0.92    0.90      0.74 11.5    0.034
## 4       0.90      0.91    0.88      0.70  9.5    0.036
## 8       0.90      0.90    0.88      0.69  8.9    0.036
## 9       0.90      0.90    0.88      0.70  9.4    0.036
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 11 242  0.85  0.86  0.80   0.77  4.7 0.58
## 2  242  0.83  0.84  0.77   0.75  4.6 0.59
## 4  242  0.89  0.89  0.86   0.83  4.5 0.66
## 8  241  0.91  0.91  0.89   0.85  4.5 0.64
## 9  241  0.90  0.90  0.87   0.84  4.5 0.69
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.06 0.22 0.72    0
## [2,] 0.05 0.29 0.65    0
## [3,] 0.09 0.31 0.60    0
## [4,] 0.08 0.30 0.62    0
## [5,] 0.11 0.32 0.56    0
## [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
##       0.87      0.88    0.86      0.59 7.1 0.041  4.7 0.44
## 
##  lower alpha upper     95% confidence boundaries
## 0.79 0.87 0.96 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 11      0.86      0.86    0.84      0.61 6.2    0.051
## 2       0.84      0.84    0.82      0.57 5.4    0.053
## 4       0.87      0.87    0.84      0.62 6.4    0.050
## 8       0.83      0.83    0.79      0.56 5.0    0.055
## 9       0.84      0.84    0.81      0.57 5.3    0.053
## 
##  Item statistics 
##      n raw.r std.r r.cor r.drop mean   sd
## 11 150  0.78  0.78  0.70   0.66  4.8 0.52
## 2  150  0.83  0.83  0.78   0.72  4.7 0.53
## 4  150  0.74  0.77  0.68   0.64  4.8 0.42
## 8  149  0.87  0.86  0.83   0.78  4.7 0.57
## 9  148  0.86  0.84  0.80   0.74  4.6 0.62
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.05 0.13 0.82 0.01
## [2,] 0.04 0.20 0.76 0.01
## [3,] 0.01 0.16 0.83 0.01
## [4,] 0.05 0.21 0.73 0.01
## [5,] 0.07 0.24 0.69 0.02
## [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      0.92    0.93      0.71  12 0.056  4.5 0.65
## 
##  lower alpha upper     95% confidence boundaries
## 0.81 0.92 1.03 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r  S/N alpha se
## 11      0.93      0.93    0.91      0.77 13.1    0.067
## 2       0.90      0.90    0.91      0.70  9.5    0.071
## 4       0.90      0.91    0.90      0.71  9.6    0.072
## 8       0.88      0.89    0.88      0.66  7.9    0.076
## 9       0.91      0.91    0.90      0.72 10.2    0.071
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 11 60  0.78  0.80  0.74   0.69  4.7 0.60
## 2  60  0.88  0.89  0.85   0.82  4.5 0.65
## 4  60  0.89  0.88  0.85   0.82  4.5 0.72
## 8  60  0.95  0.94  0.94   0.91  4.4 0.84
## 9  58  0.88  0.87  0.84   0.80  4.2 0.88
## 
## Non missing response frequency for each item
##         1    2    3    4    5 miss
## [1,] 0.00 0.00 0.07 0.18 0.75 0.02
## [2,] 0.00 0.00 0.08 0.32 0.60 0.02
## [3,] 0.00 0.02 0.08 0.32 0.58 0.02
## [4,] 0.02 0.00 0.13 0.30 0.55 0.02
## [5,] 0.02 0.00 0.19 0.33 0.47 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
##        0.8       0.8    0.76       0.5   4 0.046    4 0.55
## 
##  lower alpha upper     95% confidence boundaries
## 0.71 0.8 0.89 
## 
##  Reliability if an item is dropped:
##       raw_alpha std.alpha G6(smc) average_r S/N alpha se
## I.1        0.78      0.78    0.71      0.54 3.6    0.059
## II.2       0.75      0.75    0.67      0.50 3.0    0.062
## III.2      0.74      0.74    0.67      0.49 2.9    0.063
## III.3      0.73      0.73    0.65      0.48 2.7    0.064
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## I.1   233  0.75  0.75  0.62   0.55  3.6 0.68
## II.2  241  0.79  0.80  0.70   0.62  4.1 0.67
## III.2 242  0.80  0.80  0.70   0.63  4.3 0.70
## III.3 241  0.82  0.82  0.74   0.66  4.0 0.72
## 
## Non missing response frequency for each item
##      1    2    3    4    5 miss
## [1,] 0 0.00 0.46 0.42 0.11 0.04
## [2,] 0 0.01 0.15 0.56 0.28 0.00
## [3,] 0 0.00 0.12 0.46 0.42 0.00
## [4,] 0 0.01 0.22 0.50 0.27 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
##       0.92      0.92    0.93      0.57  12 0.023  4.5 0.49
## 
##  lower alpha upper     95% confidence boundaries
## 0.87 0.92 0.96 
## 
##  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      0.56 10.0    0.027
## III.1       0.90      0.91    0.91      0.56 10.0    0.027
## IX.1        0.91      0.91    0.92      0.57 10.5    0.026
## V.3         0.91      0.92    0.92      0.58 10.9    0.026
## VI.3        0.91      0.92    0.92      0.58 10.9    0.026
## VI.4        0.90      0.91    0.91      0.55  9.7    0.027
## VIII.3      0.91      0.92    0.92      0.58 10.9    0.026
## X.1         0.91      0.91    0.91      0.57 10.5    0.026
## X.2         0.91      0.91    0.92      0.57 10.7    0.026
## 
##  Item statistics 
##          n raw.r std.r r.cor r.drop mean   sd
## I.1    149  0.83  0.83  0.81   0.78  4.4 0.68
## III.1  148  0.84  0.82  0.81   0.78  4.5 0.68
## IX.1   147  0.78  0.78  0.74   0.70  4.5 0.66
## V.3    147  0.77  0.75  0.70   0.68  4.2 0.72
## VI.3   145  0.76  0.74  0.71   0.69  4.4 0.67
## VI.4   147  0.86  0.86  0.85   0.81  4.5 0.66
## VIII.3 150  0.73  0.74  0.69   0.65  4.7 0.61
## X.1    150  0.75  0.78  0.76   0.70  4.8 0.43
## X.2    146  0.73  0.76  0.73   0.68  4.8 0.43
## 
## Non missing response frequency for each item
##          2    3    4    5 miss
##  [1,] 0.00 0.11 0.35 0.54 0.01
##  [2,] 0.00 0.11 0.31 0.58 0.02
##  [3,] 0.01 0.07 0.29 0.63 0.03
##  [4,] 0.00 0.18 0.46 0.37 0.03
##  [5,] 0.00 0.10 0.37 0.54 0.04
##  [6,] 0.00 0.09 0.32 0.59 0.03
##  [7,] 0.01 0.06 0.16 0.77 0.01
##  [8,] 0.00 0.02 0.14 0.84 0.01
##  [9,] 0.00 0.02 0.13 0.85 0.03
## [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
##       0.93      0.93    0.93      0.64  13 0.042  4.1 0.66
## 
##  lower alpha upper     95% confidence boundaries
## 0.84 0.93 1.01 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IV.9        0.91      0.91    0.92      0.63  10    0.051
## V.1         0.92      0.92    0.92      0.66  12    0.048
## V.6         0.91      0.91    0.92      0.63  10    0.050
## V.8         0.92      0.93    0.93      0.67  12    0.048
## VII.5       0.92      0.92    0.92      0.65  11    0.049
## VIII.8      0.91      0.91    0.91      0.63  10    0.050
## X.5         0.91      0.91    0.91      0.63  10    0.050
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## IV.9   59  0.87  0.88  0.86   0.83  4.1 0.84
## V.1    51  0.76  0.78  0.74   0.70  3.8 0.74
## V.6    58  0.84  0.86  0.84   0.80  4.0 0.76
## V.8    57  0.77  0.76  0.71   0.67  4.3 0.80
## VII.5  56  0.84  0.83  0.81   0.77  4.0 0.82
## VIII.8 53  0.88  0.87  0.85   0.82  4.0 0.89
## X.5    57  0.87  0.86  0.84   0.80  4.1 0.73
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.05 0.14 0.44 0.37 0.03
## [2,] 0.00 0.37 0.43 0.20 0.16
## [3,] 0.02 0.24 0.48 0.26 0.05
## [4,] 0.04 0.11 0.40 0.46 0.07
## [5,] 0.02 0.27 0.39 0.32 0.08
## [6,] 0.02 0.32 0.28 0.38 0.13
## [7,] 0.00 0.21 0.46 0.33 0.07
## [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
##       0.79      0.84    0.82      0.57 5.3 0.1  3.7 0.15
## 
##  lower alpha upper     95% confidence boundaries
## 0.59 0.79 0.99 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 10      0.71      0.79    0.76      0.55 3.7     0.14
## 7       0.87      0.87    0.83      0.69 6.8     0.11
## 8       0.71      0.78    0.72      0.54 3.5     0.14
## 9       0.69      0.74    0.67      0.49 2.9     0.14
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 10 50  0.82  0.84  0.76   0.67  3.8 0.16
## 7  52  0.78  0.71  0.53   0.50  3.4 0.27
## 8  46  0.82  0.85  0.81   0.67  3.8 0.16
## 9  50  0.85  0.89  0.88   0.75  3.9 0.14
## [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
##       0.87      0.88     0.9      0.59 7.1 0.056  3.5 0.3
## 
##  lower alpha upper     95% confidence boundaries
## 0.76 0.87 0.98 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 13      0.89      0.89    0.90      0.67 8.3    0.064
## 14      0.82      0.82    0.83      0.53 4.6    0.076
## 15      0.82      0.83    0.84      0.54 4.7    0.075
## 16      0.87      0.87    0.85      0.63 6.9    0.068
## 17      0.82      0.83    0.83      0.54 4.8    0.075
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 13 77  0.71  0.69  0.58   0.52  3.3 0.42
## 14 80  0.88  0.89  0.87   0.82  3.5 0.35
## 15 80  0.88  0.88  0.86   0.80  3.5 0.36
## 16 79  0.73  0.75  0.70   0.60  3.7 0.34
## 17 79  0.88  0.88  0.86   0.79  3.6 0.40
## [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
##       0.86      0.86    0.84      0.55 6.1 0.034  4.4 0.54
## 
##  lower alpha upper     95% confidence boundaries
## 0.79 0.86 0.93 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IX.1        0.83      0.83    0.80      0.56 5.0    0.043
## VI.4        0.83      0.83    0.80      0.56 5.0    0.043
## VIII.1      0.81      0.81    0.77      0.52 4.3    0.045
## VIII.2      0.82      0.82    0.78      0.54 4.6    0.044
## X.1         0.85      0.85    0.82      0.58 5.5    0.042
## 
##  Item statistics 
##          n raw.r std.r r.cor r.drop mean   sd
## IX.1   240  0.80  0.79  0.71   0.66  4.3 0.71
## VI.4   240  0.78  0.79  0.72   0.66  4.5 0.63
## VIII.1 242  0.85  0.85  0.81   0.75  4.4 0.69
## VIII.2 241  0.84  0.82  0.77   0.71  4.2 0.73
## X.1    241  0.75  0.75  0.65   0.61  4.6 0.60
## 
## Non missing response frequency for each item
##      2    3    4    5 miss
## [1,] 0 0.15 0.43 0.42 0.01
## [2,] 0 0.08 0.36 0.57 0.01
## [3,] 0 0.12 0.36 0.52 0.00
## [4,] 0 0.17 0.43 0.39 0.00
## [5,] 0 0.05 0.25 0.70 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
##       0.74      0.74    0.58      0.58 2.8 0.12  4.5 0.61
## 
##  lower alpha upper     95% confidence boundaries
## 0.51 0.74 0.97 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## VIII.1      0.58      0.58    0.34      0.58  NA       NA
## VIII.2      0.58      0.58    0.34      0.58  NA       NA
## 
##  Item statistics 
##          n raw.r std.r r.cor r.drop mean   sd
## VIII.1 146  0.90  0.89  0.68   0.58  4.4 0.71
## VIII.2 150  0.88  0.89  0.68   0.58  4.6 0.66
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.01 0.09 0.34 0.55 0.03
## [2,] 0.01 0.07 0.28 0.64 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
##       0.87      0.87    0.84      0.62 6.6 0.079  4.3 0.65
## 
##  lower alpha upper     95% confidence boundaries
## 0.71 0.87 1.02 
## 
##  Reliability if an item is dropped:
##       raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IX.12      0.85      0.86    0.80      0.66 5.9     0.10
## IX.5       0.83      0.83    0.77      0.63 5.0     0.11
## IX.7       0.82      0.82    0.76      0.60 4.6     0.11
## X.10       0.82      0.82    0.75      0.60 4.5     0.11
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## IX.12 60  0.83  0.81  0.71   0.66  4.5 0.67
## IX.5  60  0.84  0.84  0.77   0.72  4.1 0.78
## IX.7  59  0.87  0.86  0.81   0.75  4.2 0.85
## X.10  49  0.89  0.87  0.81   0.76  4.2 0.71
## 
## Non missing response frequency for each item
##         1    2    3    4    5 miss
## [1,] 0.00 0.00 0.10 0.25 0.65 0.02
## [2,] 0.00 0.02 0.20 0.43 0.35 0.02
## [3,] 0.02 0.00 0.19 0.39 0.41 0.03
## [4,] 0.00 0.00 0.16 0.45 0.39 0.20
## [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
##        0.8       0.8    0.66      0.66 3.9 0.087  3.8 0.64
## 
##  lower alpha upper     95% confidence boundaries
## 0.62 0.8 0.97 
## 
##  Reliability if an item is dropped:
##      raw_alpha std.alpha G6(smc) average_r S/N alpha se
## II.1      0.66      0.66    0.44      0.66  NA       NA
## IV.2      0.66      0.66    0.44      0.66  NA       NA
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## II.1 240  0.91  0.91  0.74   0.66  3.9 0.71
## IV.2 231  0.91  0.91  0.74   0.66  3.8 0.70
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.28 0.51 0.21 0.01
## [2,] 0.02 0.35 0.50 0.13 0.05
## [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
##       0.89       0.9    0.89      0.55 8.6 0.031  4.3 0.57
## 
##  lower alpha upper     95% confidence boundaries
## 0.83 0.89 0.95 
## 
##  Reliability if an item is dropped:
##      raw_alpha std.alpha G6(smc) average_r S/N alpha se
## I.2       0.88      0.88    0.87      0.56 7.6    0.035
## I.3       0.90      0.90    0.89      0.60 9.0    0.033
## II.1      0.87      0.88    0.86      0.54 7.0    0.037
## II.2      0.88      0.88    0.87      0.54 7.2    0.036
## II.3      0.88      0.88    0.87      0.54 7.2    0.036
## V.1       0.87      0.88    0.86      0.54 7.0    0.037
## VI.1      0.87      0.88    0.87      0.54 7.0    0.037
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## I.2  148  0.77  0.77  0.71   0.67  4.4 0.68
## I.3  124  0.69  0.66  0.57   0.53  4.1 0.76
## II.1 149  0.83  0.82  0.80   0.74  4.4 0.74
## II.2 147  0.80  0.81  0.77   0.73  4.5 0.63
## II.3 148  0.80  0.81  0.77   0.72  4.4 0.67
## V.1  141  0.83  0.82  0.79   0.74  4.3 0.77
## VI.1 147  0.83  0.82  0.78   0.74  4.3 0.76
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.11 0.40 0.49 0.02
## [2,] 0.01 0.23 0.45 0.31 0.18
## [3,] 0.02 0.09 0.35 0.54 0.01
## [4,] 0.00 0.07 0.37 0.56 0.03
## [5,] 0.00 0.10 0.39 0.51 0.02
## [6,] 0.01 0.14 0.35 0.49 0.07
## [7,] 0.01 0.14 0.37 0.48 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    0.95      0.74  17 0.044  3.9 0.69
## 
##  lower alpha upper     95% confidence boundaries
## 0.86 0.95 1.03 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## I.3         0.94      0.94    0.94      0.76  16    0.053
## III.1       0.93      0.93    0.92      0.72  13    0.055
## III.2       0.93      0.93    0.92      0.73  14    0.054
## VI.1        0.94      0.94    0.94      0.76  16    0.052
## VI.6        0.93      0.93    0.93      0.73  14    0.054
## VII.10      0.94      0.94    0.95      0.76  16    0.052
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## I.3    53  0.85  0.86  0.84   0.79  3.8 0.77
## III.1  57  0.94  0.94  0.94   0.91  3.9 0.73
## III.2  60  0.92  0.91  0.91   0.87  3.9 0.76
## VI.1   42  0.86  0.86  0.82   0.79  3.8 0.79
## VI.6   35  0.88  0.91  0.89   0.86  3.9 0.76
## VII.10 52  0.85  0.85  0.80   0.78  3.8 0.80
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.00 0.38 0.40 0.23 0.13
## [2,] 0.00 0.33 0.46 0.21 0.07
## [3,] 0.02 0.27 0.48 0.23 0.02
## [4,] 0.00 0.40 0.36 0.24 0.31
## [5,] 0.00 0.34 0.43 0.23 0.43
## [6,] 0.00 0.44 0.33 0.23 0.15
## [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
##       0.94      0.94    0.94      0.57  15 0.015  4.1 0.55
## 
##  lower alpha upper     95% confidence boundaries
## 0.91 0.94 0.97 
## 
##  Reliability if an item is dropped:
##       raw_alpha std.alpha G6(smc) average_r S/N alpha se
## III.1      0.93      0.93    0.93      0.59  14    0.016
## V.1        0.93      0.93    0.93      0.57  13    0.016
## V.2        0.93      0.93    0.93      0.58  14    0.016
## V.3        0.93      0.93    0.93      0.58  14    0.016
## VI.1       0.93      0.93    0.93      0.58  14    0.016
## VI.2       0.93      0.93    0.93      0.57  13    0.016
## VI.3       0.93      0.93    0.93      0.58  14    0.016
## VII.1      0.93      0.93    0.93      0.57  13    0.016
## VII.2      0.93      0.93    0.93      0.58  14    0.016
## VII.3      0.93      0.93    0.93      0.56  13    0.016
## VII.5      0.93      0.93    0.93      0.57  13    0.016
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## III.1 242  0.72  0.72  0.68   0.66  4.1 0.70
## V.1   242  0.81  0.81  0.79   0.76  3.9 0.75
## V.2   238  0.78  0.77  0.75   0.72  4.0 0.76
## V.3   240  0.75  0.75  0.72   0.69  4.0 0.64
## VI.1  242  0.75  0.75  0.72   0.70  4.3 0.66
## VI.2  242  0.81  0.81  0.79   0.76  4.2 0.72
## VI.3  240  0.76  0.76  0.73   0.70  4.1 0.68
## VII.1 242  0.81  0.81  0.78   0.76  4.1 0.71
## VII.2 241  0.76  0.76  0.72   0.70  3.9 0.71
## VII.3 242  0.85  0.85  0.84   0.81  4.2 0.67
## VII.5 242  0.82  0.82  0.80   0.77  4.3 0.67
## 
## Non missing response frequency for each item
##          2    3    4    5 miss
##  [1,] 0.00 0.17 0.51 0.31 0.00
##  [2,] 0.02 0.27 0.50 0.21 0.00
##  [3,] 0.01 0.26 0.45 0.28 0.02
##  [4,] 0.00 0.20 0.59 0.21 0.01
##  [5,] 0.00 0.11 0.45 0.45 0.00
##  [6,] 0.00 0.18 0.48 0.34 0.00
##  [7,] 0.00 0.18 0.54 0.28 0.01
##  [8,] 0.00 0.21 0.50 0.29 0.00
##  [9,] 0.01 0.28 0.52 0.20 0.00
## [10,] 0.00 0.14 0.52 0.33 0.00
## [11,] 0.00 0.13 0.48 0.39 0.00
## [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      0.92    0.92      0.58  11 0.025  4.4 0.56
## 
##  lower alpha upper     95% confidence boundaries
## 0.87 0.92 0.97 
## 
##  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      0.59 10.2    0.029
## I.5        0.92      0.92    0.92      0.63 11.8    0.027
## III.3      0.91      0.91    0.91      0.59 10.2    0.029
## V.4        0.90      0.90    0.90      0.56  8.9    0.030
## V.5        0.90      0.90    0.90      0.57  9.4    0.030
## VI.3       0.90      0.90    0.90      0.58  9.5    0.029
## VII.1      0.90      0.90    0.89      0.56  9.0    0.030
## VII.2      0.90      0.90    0.90      0.57  9.4    0.030
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## I.4   146  0.76  0.76  0.71   0.68  4.5 0.71
## I.5   127  0.70  0.65  0.56   0.54  4.4 0.72
## III.3 148  0.77  0.76  0.71   0.69  4.5 0.65
## V.4   148  0.87  0.87  0.86   0.82  4.4 0.70
## V.5   139  0.83  0.83  0.80   0.76  4.5 0.64
## VI.3  143  0.82  0.82  0.79   0.75  4.4 0.71
## VII.1 146  0.86  0.86  0.86   0.81  4.5 0.68
## VII.2 147  0.85  0.82  0.80   0.76  4.5 0.69
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.01 0.08 0.34 0.56 0.03
## [2,] 0.00 0.14 0.33 0.53 0.16
## [3,] 0.01 0.07 0.36 0.57 0.02
## [4,] 0.00 0.13 0.36 0.51 0.02
## [5,] 0.00 0.08 0.39 0.53 0.08
## [6,] 0.00 0.13 0.35 0.52 0.05
## [7,] 0.00 0.10 0.27 0.62 0.03
## [8,] 0.01 0.07 0.31 0.61 0.03
## [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
##       0.96      0.96    0.98      0.59  26 0.017  4.1 0.62
## 
##  lower alpha upper     95% confidence boundaries
## 0.93 0.96 1 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## IV.10       0.96      0.96    0.98      0.58  23    0.019
## IV.2        0.96      0.96    0.98      0.58  23    0.019
## IV.3        0.96      0.96    0.98      0.59  24    0.018
## IV.6        0.96      0.96    0.98      0.59  24    0.018
## IV.7        0.96      0.96    0.98      0.58  24    0.018
## IV.8        0.96      0.96    0.98      0.60  25    0.018
## IX.2        0.96      0.96    0.98      0.58  24    0.018
## V.13        0.96      0.96    0.98      0.59  24    0.018
## V.2         0.96      0.96    0.98      0.59  24    0.018
## V.5         0.96      0.96    0.98      0.59  24    0.018
## V.7         0.96      0.96    0.98      0.59  24    0.018
## VII.12      0.96      0.96    0.98      0.60  25    0.018
## VII.13      0.96      0.96    0.98      0.60  25    0.018
## VII.14      0.96      0.96    0.98      0.59  25    0.018
## VII.17      0.96      0.96    0.98      0.58  24    0.018
## VII.7       0.96      0.96    0.98      0.60  25    0.018
## VIII.6      0.96      0.96    0.98      0.58  24    0.018
## X.7         0.96      0.96    0.98      0.59  24    0.018
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## IV.10  60  0.90  0.89  0.89   0.88  4.1 0.86
## IV.2   60  0.86  0.86  0.86   0.85  4.0 0.78
## IV.3   60  0.78  0.77  0.76   0.74  4.0 0.84
## IV.6   61  0.79  0.79  0.78   0.76  4.2 0.79
## IV.7   60  0.83  0.83  0.82   0.81  3.8 0.80
## IV.8   61  0.68  0.69  0.67   0.64  4.1 0.75
## IX.2   58  0.81  0.83  0.82   0.80  4.1 0.83
## V.13   54  0.72  0.76  0.75   0.73  3.8 0.81
## V.2    59  0.80  0.80  0.79   0.77  4.1 0.75
## V.5    57  0.79  0.80  0.80   0.77  4.2 0.74
## V.7    55  0.85  0.79  0.78   0.76  3.9 0.89
## VII.12 60  0.72  0.71  0.70   0.67  4.4 0.77
## VII.13 61  0.67  0.67  0.67   0.63  4.3 0.70
## VII.14 61  0.74  0.75  0.74   0.72  4.3 0.80
## VII.17 59  0.83  0.83  0.83   0.81  3.9 0.82
## VII.7  60  0.72  0.70  0.69   0.66  3.9 0.78
## VIII.6 56  0.87  0.83  0.83   0.81  4.0 0.81
## X.7    61  0.77  0.77  0.76   0.75  3.9 0.75
## 
## Non missing response frequency for each item
##          1    2    3    4    5 miss
##  [1,] 0.02 0.02 0.18 0.45 0.33 0.02
##  [2,] 0.00 0.02 0.25 0.45 0.28 0.02
##  [3,] 0.00 0.03 0.27 0.40 0.30 0.02
##  [4,] 0.00 0.03 0.13 0.44 0.39 0.00
##  [5,] 0.00 0.03 0.33 0.43 0.20 0.02
##  [6,] 0.00 0.00 0.23 0.44 0.33 0.00
##  [7,] 0.00 0.00 0.31 0.33 0.36 0.05
##  [8,] 0.00 0.04 0.33 0.43 0.20 0.11
##  [9,] 0.00 0.02 0.17 0.47 0.34 0.03
## [10,] 0.00 0.02 0.14 0.47 0.37 0.07
## [11,] 0.00 0.02 0.36 0.27 0.35 0.10
## [12,] 0.00 0.02 0.12 0.30 0.57 0.02
## [13,] 0.00 0.00 0.13 0.41 0.46 0.00
## [14,] 0.00 0.02 0.16 0.34 0.48 0.00
## [15,] 0.00 0.03 0.25 0.44 0.27 0.03
## [16,] 0.00 0.00 0.33 0.40 0.27 0.02
## [17,] 0.00 0.00 0.30 0.36 0.34 0.08
## [18,] 0.00 0.02 0.31 0.48 0.20 0.00
## [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
##       0.81      0.82    0.79      0.53 4.5 0.096  3.6 0.19
## 
##  lower alpha upper     95% confidence boundaries
## 0.63 0.81 1 
## 
##  Reliability if an item is dropped:
##   raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 3      0.71      0.72    0.64      0.46 2.5     0.14
## 4      0.80      0.82    0.76      0.60 4.5     0.12
## 5      0.75      0.76    0.71      0.52 3.2     0.13
## 6      0.79      0.79    0.72      0.56 3.8     0.13
## 
##  Item statistics 
##    n raw.r std.r r.cor r.drop mean   sd
## 3 50  0.88  0.88  0.84   0.75  3.6 0.28
## 4 50  0.76  0.74  0.60   0.56  3.6 0.25
## 5 50  0.83  0.82  0.73   0.67  3.6 0.26
## 6 48  0.73  0.78  0.69   0.61  3.7 0.18
## [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
##       0.94      0.94    0.95      0.68  15 0.034  3.5 0.37
## 
##  lower alpha upper     95% confidence boundaries
## 0.87 0.94 1.01 
## 
##  Reliability if an item is dropped:
##    raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 10      0.95      0.95    0.95      0.75  18    0.037
## 11      0.92      0.92    0.94      0.66  11    0.041
## 12      0.94      0.93    0.95      0.71  14    0.039
## 5       0.92      0.92    0.93      0.66  12    0.041
## 6       0.92      0.92    0.93      0.65  11    0.042
## 7       0.92      0.92    0.94      0.66  12    0.041
## 8       0.94      0.94    0.95      0.71  15    0.039
## 
##  Item statistics 
##     n raw.r std.r r.cor r.drop mean   sd
## 10 78  0.70  0.68  0.64   0.58  3.7 0.34
## 11 78  0.93  0.93  0.92   0.90  3.3 0.46
## 12 77  0.80  0.80  0.75   0.73  3.5 0.36
## 5  79  0.91  0.92  0.92   0.88  3.5 0.46
## 6  79  0.94  0.94  0.94   0.92  3.4 0.46
## 7  77  0.92  0.92  0.92   0.89  3.4 0.49
## 8  79  0.80  0.80  0.76   0.73  3.5 0.39
## [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      0.88    0.86      0.59 7.3 0.041  4.5 0.52
## 
##  lower alpha upper     95% confidence boundaries
## 0.8 0.88 0.96 
## 
##  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 6.0    0.052
## IV.2      0.84      0.84    0.80      0.57 5.4    0.053
## IV.3      0.86      0.86    0.83      0.61 6.3    0.051
## V.2       0.86      0.86    0.83      0.60 6.0    0.051
## VI.2      0.84      0.85    0.81      0.58 5.5    0.053
## 
##  Item statistics 
##        n raw.r std.r r.cor r.drop mean   sd
## IV.1 150  0.80  0.81  0.74   0.70  4.6 0.60
## IV.2 149  0.85  0.85  0.81   0.75  4.6 0.61
## IV.3 150  0.81  0.79  0.72   0.67  4.5 0.67
## V.2  147  0.81  0.81  0.74   0.69  4.5 0.63
## VI.2 145  0.84  0.84  0.80   0.74  4.4 0.67
## 
## Non missing response frequency for each item
##         3    4    5 miss
## [1,] 0.06 0.27 0.67 0.01
## [2,] 0.06 0.32 0.62 0.01
## [3,] 0.10 0.32 0.58 0.01
## [4,] 0.07 0.37 0.56 0.03
## [5,] 0.10 0.37 0.54 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      0.65  33 0.016    4 0.66
## 
##  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.1        0.97      0.97       1      0.65  32    0.017
## IV.4        0.97      0.97       1      0.64  31    0.017
## IV.5        0.97      0.97       1      0.65  32    0.017
## IX.6        0.97      0.97       1      0.65  32    0.017
## V.12        0.97      0.97       1      0.67  34    0.016
## V.4         0.97      0.97       1      0.65  31    0.017
## VI.3        0.97      0.97       1      0.65  31    0.017
## VI.5        0.97      0.97       1      0.64  30    0.017
## VII.1       0.97      0.97       1      0.64  30    0.017
## VII.15      0.97      0.97       1      0.63  29    0.017
## VII.16      0.97      0.97       1      0.65  32    0.017
## VII.2       0.97      0.97       1      0.65  31    0.017
## VII.4       0.97      0.97       1      0.65  32    0.017
## VII.8       0.97      0.97       1      0.65  32    0.017
## VII.9       0.97      0.97       1      0.64  31    0.017
## VIII.5      0.97      0.97       1      0.64  30    0.017
## VIII.7      0.97      0.97       1      0.64  31    0.017
## VIII.9      0.97      0.97       1      0.64  30    0.017
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## IV.1   61  0.76  0.77  0.77   0.73  4.1 0.74
## IV.4   39  0.88  0.84  0.84   0.82  4.2 0.67
## IV.5   56  0.77  0.77  0.77   0.73  3.8 0.81
## IX.6   60  0.76  0.75  0.75   0.72  4.2 0.82
## V.12   41  0.64  0.63  0.63   0.59  4.3 0.68
## V.4    46  0.84  0.81  0.81   0.78  3.8 0.73
## VI.3   61  0.82  0.82  0.82   0.80  4.0 0.79
## VI.5   60  0.86  0.86  0.86   0.84  4.0 0.81
## VII.1  55  0.87  0.88  0.88   0.86  4.0 0.80
## VII.15 21  0.74  0.94  0.94   0.93  4.0 0.89
## VII.16 61  0.78  0.79  0.79   0.76  4.2 0.80
## VII.2  54  0.86  0.82  0.82   0.80  4.1 0.82
## VII.4  54  0.79  0.75  0.75   0.71  4.0 0.73
## VII.8  53  0.78  0.79  0.79   0.76  3.9 0.83
## VII.9  61  0.86  0.85  0.85   0.83  4.0 0.79
## VIII.5 59  0.88  0.86  0.86   0.84  4.1 0.94
## VIII.7 55  0.89  0.85  0.85   0.83  4.0 0.84
## VIII.9 58  0.91  0.92  0.92   0.91  3.9 0.92
## 
## Non missing response frequency for each item
##          1    2    3    4    5 miss
##  [1,] 0.00 0.00 0.23 0.46 0.31 0.00
##  [2,] 0.00 0.00 0.15 0.54 0.31 0.36
##  [3,] 0.00 0.04 0.36 0.41 0.20 0.08
##  [4,] 0.00 0.03 0.15 0.40 0.42 0.02
##  [5,] 0.00 0.00 0.12 0.46 0.41 0.33
##  [6,] 0.00 0.00 0.39 0.43 0.17 0.25
##  [7,] 0.00 0.02 0.26 0.44 0.28 0.00
##  [8,] 0.00 0.02 0.27 0.40 0.32 0.02
##  [9,] 0.00 0.02 0.27 0.42 0.29 0.10
## [10,] 0.00 0.00 0.38 0.24 0.38 0.66
## [11,] 0.00 0.00 0.25 0.34 0.41 0.00
## [12,] 0.00 0.00 0.28 0.33 0.39 0.11
## [13,] 0.00 0.00 0.26 0.48 0.26 0.11
## [14,] 0.00 0.02 0.32 0.38 0.28 0.13
## [15,] 0.00 0.02 0.26 0.44 0.28 0.00
## [16,] 0.02 0.02 0.25 0.32 0.39 0.03
## [17,] 0.00 0.00 0.35 0.31 0.35 0.10
## [18,] 0.02 0.02 0.31 0.34 0.31 0.05
## [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
##        0.5       0.5    0.34      0.34   1 0.24  3.7 0.16
## 
##  lower alpha upper     95% confidence boundaries
## 0.03 0.5 0.97 
## 
##  Reliability if an item is dropped:
##   raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1      0.34      0.34    0.11      0.34  NA       NA
## 2      0.34      0.34    0.11      0.34  NA       NA
## 
##  Item statistics 
##    n raw.r std.r r.cor r.drop mean   sd
## 1 52  0.79  0.82  0.47   0.34  3.8 0.17
## 2 49  0.85  0.82  0.47   0.34  3.7 0.20
## [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
##       0.76      0.76    0.74      0.44 3.2 0.084  3.5 0.25
## 
##  lower alpha upper     95% confidence boundaries
## 0.6 0.76 0.93 
## 
##  Reliability if an item is dropped:
##   raw_alpha std.alpha G6(smc) average_r S/N alpha se
## 1      0.72      0.71    0.66      0.45 2.4    0.110
## 2      0.64      0.64    0.56      0.37 1.8    0.122
## 3      0.79      0.80    0.74      0.57 4.0    0.099
## 4      0.64      0.65    0.59      0.38 1.8    0.121
## 
##  Item statistics 
##    n raw.r std.r r.cor r.drop mean   sd
## 1 80  0.73  0.76  0.65   0.56  3.8 0.26
## 2 77  0.85  0.83  0.79   0.68  3.6 0.37
## 3 77  0.62  0.63  0.42   0.38  3.4 0.28
## 4 80  0.85  0.83  0.76   0.68  3.4 0.37
## [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
##       0.73      0.74    0.58      0.58 2.8 0.19  4.1 0.72
## 
##  lower alpha upper     95% confidence boundaries
## 0.37 0.73 1.1 
## 
##  Reliability if an item is dropped:
##        raw_alpha std.alpha G6(smc) average_r S/N alpha se
## VI.2        0.58      0.58    0.34      0.58  NA       NA
## VII.11      0.58      0.58    0.34      0.58  NA       NA
## 
##  Item statistics 
##         n raw.r std.r r.cor r.drop mean   sd
## VI.2   50  0.91  0.89  0.68   0.58  4.1 0.81
## VII.11 59  0.91  0.89  0.68   0.58  4.1 0.74
## 
## Non missing response frequency for each item
##         2    3    4    5 miss
## [1,] 0.02 0.20 0.40 0.38 0.18
## [2,] 0.00 0.24 0.46 0.31 0.03