Spring 2015
#Read Data
data = read.table("SPRING 2015 INTASC.tab", header= TRUE, sep="\t")Student Teaching Assessment ELED K-6 (2012-2013 Format) Cooperating Teacher
##
## Assessment Assessment/Assessment Caring
## 1 0 0 0
## 2 7 0 0
## 3 145 0 0
## 3.5 0 0 0
## 4 231 0 0
## 4.5 0 0 0
## 5 98 0 0
##
## Communication & Technology/Language Content Knowledge
## 1 0 1
## 2 0 9
## 3 0 109
## 3.5 0 0
## 4 0 132
## 4.5 0 0
## 5 0 71
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 1 0 0
## 2 0 0
## 3 0 0
## 3.5 0 0
## 4 0 0
## 4.5 0 0
## 5 0 0
##
## Instructional Planning Instructional Strategies
## 1 0 0
## 2 11 21
## 3 111 224
## 3.5 0 0
## 4 283 350
## 4.5 0 0
## 5 242 212
##
## Leadership and Collaboration Learner Development
## 1 0 1
## 2 0 9
## 3 32 72
## 3.5 0 0
## 4 65 56
## 4.5 0 0
## 5 64 19
##
## Learning Differences Learning Environments
## 1 0 0
## 2 2 12
## 3 102 109
## 3.5 0 0
## 4 162 215
## 4.5 0 0
## 5 57 150
##
## Motivation & Management/Learning Environments & Social Interactions
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Multiple Instructional Strategies/Instructional Strategies
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 1 0 0 0
## 2 0 0 0
## 3 12 0 0
## 3.5 10 0 0
## 4 53 0 0
## 4.5 54 0 0
## 5 30 0 0
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 1 0 0
## 2 2 1
## 3 17 64
## 3.5 0 0
## 4 49 145
## 4.5 0 0
## 5 95 115
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## School & Community Involvement/Collaboration
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 1 0 0
## 2 0 12
## 3 0 213
## 3.5 0 0
## 4 0 628
## 4.5 0 0
## 5 0 938##
## Assessment Assessment/Assessment Caring
## 1 0.000000000
## 2 0.014553015
## 3 0.301455301
## 3.5 0.000000000
## 4 0.480249480
## 4.5 0.000000000
## 5 0.203742204
##
## Communication & Technology/Language Content Knowledge
## 1 0.003105590
## 2 0.027950311
## 3 0.338509317
## 3.5 0.000000000
## 4 0.409937888
## 4.5 0.000000000
## 5 0.220496894
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Instructional Planning Instructional Strategies
## 1 0.000000000 0.000000000
## 2 0.017001546 0.026022305
## 3 0.171561051 0.277571252
## 3.5 0.000000000 0.000000000
## 4 0.437403400 0.433705081
## 4.5 0.000000000 0.000000000
## 5 0.374034003 0.262701363
##
## Leadership and Collaboration Learner Development
## 1 0.000000000 0.006369427
## 2 0.000000000 0.057324841
## 3 0.198757764 0.458598726
## 3.5 0.000000000 0.000000000
## 4 0.403726708 0.356687898
## 4.5 0.000000000 0.000000000
## 5 0.397515528 0.121019108
##
## Learning Differences Learning Environments
## 1 0.000000000 0.000000000
## 2 0.006191950 0.024691358
## 3 0.315789474 0.224279835
## 3.5 0.000000000 0.000000000
## 4 0.501547988 0.442386831
## 4.5 0.000000000 0.000000000
## 5 0.176470588 0.308641975
##
## Motivation & Management/Learning Environments & Social Interactions
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Multiple Instructional Strategies/Instructional Strategies
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 1 0.000000000
## 2 0.000000000
## 3 0.075471698
## 3.5 0.062893082
## 4 0.333333333
## 4.5 0.339622642
## 5 0.188679245
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 1 0.000000000 0.000000000
## 2 0.012269939 0.003076923
## 3 0.104294479 0.196923077
## 3.5 0.000000000 0.000000000
## 4 0.300613497 0.446153846
## 4.5 0.000000000 0.000000000
## 5 0.582822086 0.353846154
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## School & Community Involvement/Collaboration
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 1 0.000000000
## 2 0.006700168
## 3 0.118927973
## 3.5 0.000000000
## 4 0.350642099
## 4.5 0.000000000
## 5 0.523729760University Supervisor
##
## Assessment Assessment/Assessment Caring
## 2 2 0 0
## 3 128 0 0
## 3.5 0 0 0
## 4 266 0 0
## 4.5 0 0 0
## 5 73 0 0
##
## Communication & Technology/Language Content Knowledge
## 2 0 2
## 3 0 80
## 3.5 0 0
## 4 0 129
## 4.5 0 0
## 5 0 88
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 2 0 0
## 3 0 0
## 3.5 0 0
## 4 0 0
## 4.5 0 0
## 5 0 0
##
## Instructional Planning Instructional Strategies
## 2 1 4
## 3 95 169
## 3.5 0 0
## 4 249 364
## 4.5 0 0
## 5 288 272
##
## Leadership and Collaboration Learner Development
## 2 0 1
## 3 26 71
## 3.5 0 0
## 4 63 54
## 4.5 0 0
## 5 72 31
##
## Learning Differences Learning Environments
## 2 0 4
## 3 73 84
## 3.5 0 0
## 4 188 232
## 4.5 0 0
## 5 62 169
##
## Motivation & Management/Learning Environments & Social Interactions
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Multiple Instructional Strategies/Instructional Strategies
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 2 0 0 0
## 3 6 0 0
## 3.5 21 0 0
## 4 56 0 0
## 4.5 59 0 0
## 5 21 0 0
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 2 0 0
## 3 15 58
## 3.5 0 0
## 4 40 125
## 4.5 0 0
## 5 108 139
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## School & Community Involvement/Collaboration
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 2 0 3
## 3 0 258
## 3.5 0 0
## 4 0 459
## 4.5 0 0
## 5 0 1063##
## Assessment Assessment/Assessment Caring
## 2 0.004264392
## 3 0.272921109
## 3.5 0.000000000
## 4 0.567164179
## 4.5 0.000000000
## 5 0.155650320
##
## Communication & Technology/Language Content Knowledge
## 2 0.006688963
## 3 0.267558528
## 3.5 0.000000000
## 4 0.431438127
## 4.5 0.000000000
## 5 0.294314381
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Instructional Planning Instructional Strategies
## 2 0.001579779 0.004944376
## 3 0.150078989 0.208899876
## 3.5 0.000000000 0.000000000
## 4 0.393364929 0.449938195
## 4.5 0.000000000 0.000000000
## 5 0.454976303 0.336217553
##
## Leadership and Collaboration Learner Development
## 2 0.000000000 0.006369427
## 3 0.161490683 0.452229299
## 3.5 0.000000000 0.000000000
## 4 0.391304348 0.343949045
## 4.5 0.000000000 0.000000000
## 5 0.447204969 0.197452229
##
## Learning Differences Learning Environments
## 2 0.000000000 0.008179959
## 3 0.226006192 0.171779141
## 3.5 0.000000000 0.000000000
## 4 0.582043344 0.474437628
## 4.5 0.000000000 0.000000000
## 5 0.191950464 0.345603272
##
## Motivation & Management/Learning Environments & Social Interactions
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Multiple Instructional Strategies/Instructional Strategies
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 2 0.000000000
## 3 0.036809816
## 3.5 0.128834356
## 4 0.343558282
## 4.5 0.361963190
## 5 0.128834356
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 2 0.000000000 0.000000000
## 3 0.092024540 0.180124224
## 3.5 0.000000000 0.000000000
## 4 0.245398773 0.388198758
## 4.5 0.000000000 0.000000000
## 5 0.662576687 0.431677019
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## School & Community Involvement/Collaboration
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 2 0.001682557
## 3 0.144699944
## 3.5 0.000000000
## 4 0.257431296
## 4.5 0.000000000
## 5 0.596186203Student Teaching Assessment SECED 7-12 (2012-2013 Format) Cooperating Teacher
##
## Assessment Assessment/Assessment Caring
## 1 0 0 0
## 2 5 0 0
## 3 74 0 0
## 3.5 0 0 0
## 4 203 0 0
## 4.5 0 0 0
## 5 366 0 0
##
## Communication & Technology/Language Content Knowledge
## 1 0 0
## 2 0 5
## 3 0 30
## 3.5 0 0
## 4 0 113
## 4.5 0 0
## 5 0 251
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 1 0 0
## 2 0 0
## 3 0 0
## 3.5 0 0
## 4 0 0
## 4.5 0 0
## 5 0 0
##
## Instructional Planning Instructional Strategies
## 1 1 0
## 2 8 6
## 3 45 42
## 3.5 0 0
## 4 171 157
## 4.5 0 0
## 5 303 324
##
## Leadership and Collaboration Learner Development
## 1 1 1
## 2 0 9
## 3 10 76
## 3.5 0 0
## 4 26 206
## 4.5 0 0
## 5 93 318
##
## Learning Differences Learning Environments
## 1 0 0
## 2 8 5
## 3 36 22
## 3.5 0 0
## 4 128 86
## 4.5 0 0
## 5 225 151
##
## Motivation & Management/Learning Environments & Social Interactions
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Multiple Instructional Strategies/Instructional Strategies
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 1 0 0 0
## 2 0 0 0
## 3 3 0 0
## 3.5 6 0 0
## 4 15 0 0
## 4.5 33 0 0
## 5 73 0 0
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 1 0 0
## 2 1 1
## 3 3 19
## 3.5 0 0
## 4 27 91
## 4.5 0 0
## 5 232 286
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## School & Community Involvement/Collaboration
## 1 0
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 1 0 0
## 2 0 6
## 3 0 67
## 3.5 0 0
## 4 0 190
## 4.5 0 0
## 5 0 1198##
## Assessment Assessment/Assessment Caring
## 1 0.000000000
## 2 0.007716049
## 3 0.114197531
## 3.5 0.000000000
## 4 0.313271605
## 4.5 0.000000000
## 5 0.564814815
##
## Communication & Technology/Language Content Knowledge
## 1 0.000000000
## 2 0.012531328
## 3 0.075187970
## 3.5 0.000000000
## 4 0.283208020
## 4.5 0.000000000
## 5 0.629072682
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Instructional Planning Instructional Strategies
## 1 0.001893939 0.000000000
## 2 0.015151515 0.011342155
## 3 0.085227273 0.079395085
## 3.5 0.000000000 0.000000000
## 4 0.323863636 0.296786389
## 4.5 0.000000000 0.000000000
## 5 0.573863636 0.612476371
##
## Leadership and Collaboration Learner Development
## 1 0.007692308 0.001639344
## 2 0.000000000 0.014754098
## 3 0.076923077 0.124590164
## 3.5 0.000000000 0.000000000
## 4 0.200000000 0.337704918
## 4.5 0.000000000 0.000000000
## 5 0.715384615 0.521311475
##
## Learning Differences Learning Environments
## 1 0.000000000 0.000000000
## 2 0.020151134 0.018939394
## 3 0.090680101 0.083333333
## 3.5 0.000000000 0.000000000
## 4 0.322418136 0.325757576
## 4.5 0.000000000 0.000000000
## 5 0.566750630 0.571969697
##
## Motivation & Management/Learning Environments & Social Interactions
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Multiple Instructional Strategies/Instructional Strategies
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 1 0.000000000
## 2 0.000000000
## 3 0.023076923
## 3.5 0.046153846
## 4 0.115384615
## 4.5 0.253846154
## 5 0.561538462
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 1 0.000000000 0.000000000
## 2 0.003802281 0.002518892
## 3 0.011406844 0.047858942
## 3.5 0.000000000 0.000000000
## 4 0.102661597 0.229219144
## 4.5 0.000000000 0.000000000
## 5 0.882129278 0.720403023
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## School & Community Involvement/Collaboration
## 1
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 1 0.000000000
## 2 0.004106776
## 3 0.045859001
## 3.5 0.000000000
## 4 0.130047912
## 4.5 0.000000000
## 5 0.819986311University Supervisor
##
## Assessment Assessment/Assessment Caring
## 2 0 0 0
## 3 59 0 0
## 3.5 0 0 0
## 4 186 0 0
## 4.5 0 0 0
## 5 248 0 0
##
## Communication & Technology/Language Content Knowledge
## 2 0 0
## 3 0 29
## 3.5 0 0
## 4 0 98
## 4.5 0 0
## 5 0 189
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 2 0 0
## 3 0 0
## 3.5 0 0
## 4 0 0
## 4.5 0 0
## 5 0 0
##
## Instructional Planning Instructional Strategies
## 2 5 0
## 3 30 36
## 3.5 0 0
## 4 135 120
## 4.5 0 0
## 5 234 258
##
## Leadership and Collaboration Learner Development
## 2 0 1
## 3 8 62
## 3.5 0 0
## 4 27 180
## 4.5 0 0
## 5 66 213
##
## Learning Differences Learning Environments
## 2 2 0
## 3 27 16
## 3.5 0 0
## 4 110 65
## 4.5 0 0
## 5 162 126
##
## Motivation & Management/Learning Environments & Social Interactions
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Multiple Instructional Strategies/Instructional Strategies
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 2 0 0 0
## 3 2 0 0
## 3.5 6 0 0
## 4 17 0 0
## 4.5 32 0 0
## 5 42 0 0
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 2 0 0
## 3 4 24
## 3.5 0 0
## 4 29 80
## 4.5 0 0
## 5 171 202
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## School & Community Involvement/Collaboration
## 2 0
## 3 0
## 3.5 0
## 4 0
## 4.5 0
## 5 0
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 2 0 1
## 3 0 64
## 3.5 0 0
## 4 0 188
## 4.5 0 0
## 5 0 908##
## Assessment Assessment/Assessment Caring
## 2 0.0000000000
## 3 0.1196754564
## 3.5 0.0000000000
## 4 0.3772819473
## 4.5 0.0000000000
## 5 0.5030425963
##
## Communication & Technology/Language Content Knowledge
## 2 0.0000000000
## 3 0.0917721519
## 3.5 0.0000000000
## 4 0.3101265823
## 4.5 0.0000000000
## 5 0.5981012658
##
## Content Pedagogy/Foundations Diverse Learners/Individual Differences
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Instructional Planning Instructional Strategies
## 2 0.0123762376 0.0000000000
## 3 0.0742574257 0.0869565217
## 3.5 0.0000000000 0.0000000000
## 4 0.3341584158 0.2898550725
## 4.5 0.0000000000 0.0000000000
## 5 0.5792079208 0.6231884058
##
## Leadership and Collaboration Learner Development
## 2 0.0000000000 0.0021929825
## 3 0.0792079208 0.1359649123
## 3.5 0.0000000000 0.0000000000
## 4 0.2673267327 0.3947368421
## 4.5 0.0000000000 0.0000000000
## 5 0.6534653465 0.4671052632
##
## Learning Differences Learning Environments
## 2 0.0066445183 0.0000000000
## 3 0.0897009967 0.0772946860
## 3.5 0.0000000000 0.0000000000
## 4 0.3654485050 0.3140096618
## 4.5 0.0000000000 0.0000000000
## 5 0.5382059801 0.6086956522
##
## Motivation & Management/Learning Environments & Social Interactions
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Multiple Instructional Strategies/Instructional Strategies
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Overall Evaluation Pedagogy Planning/Instructional Strategies
## 2 0.0000000000
## 3 0.0202020202
## 3.5 0.0606060606
## 4 0.1717171717
## 4.5 0.3232323232
## 5 0.4242424242
##
## Professional and Ethical Behavior Reflection and Continuous Growth
## 2 0.0000000000 0.0000000000
## 3 0.0196078431 0.0784313725
## 3.5 0.0000000000 0.0000000000
## 4 0.1421568627 0.2614379085
## 4.5 0.0000000000 0.0000000000
## 5 0.8382352941 0.6601307190
##
## Reflective Practice & Professional Growth/Ethics & Professional Practice
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## School & Community Involvement/Collaboration
## 2
## 3
## 3.5
## 4
## 4.5
## 5
##
## Student Development/Characteristics of Learners Teacher Dispositions
## 2 0.0008613264
## 3 0.0551248923
## 3.5 0.0000000000
## 4 0.1619293712
## 4.5 0.0000000000
## 5 0.7820844100