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The 4Rs
Simultaneous Regression of 2012 Scaled
Scores

Predictor
Intercept
Treatment
2011 GPA
2012 CRT*
Chemistry
Earth Science
2011 CRT*
Chemistry
Earth Science
Physics
8th Grade Science
2011 Scaled Score
Gender**
Age
English Language
Proficiency
Special Education***
Free and Reduced
Lunch****
Teacher Effect

57.01
0.65
-1.64

Critical
Ratio Test
5.12
11.13
0.24
2.67
0.23
7.25

-6.59
3.94

1.01
0.53

-6.53
7.44

8.06 e-11
1.33 e-13

3.91
-2.88
5.1
-5.96
0.68
1.16
-0.49

2.51
1.02
0.89
1.17
0.15
0.24
0.26

1.56
-2.83
5.75
-5.08
44.42
4.84
-1.91

0.119 NS
0.005
9.44 e-09
4.11 e-07
<2 e-16
1.41 e-06
0.056 NS

-3.86

1.18

-3.27

0.001

-1.73

0.48

-3.62

0.0003

-0.31
2.26

0.26
0.19

-1.19
11.45

Estimate

S.E.

P
<2 e-16
0.008
5.34 e-13

0.233 NS
<2 e-16
Math116

No OER
Spr 2011

6 Sections
Spr 2012

All OER
Spr 2013

TOTAL STUDENTS

486

513

457

Pass (A-C)

235

271

275

Didn’t Pass (D/F/FW)

251

242

182

% Pass

48.4%

52.8%

60.2%

% Not Pass

51.6%

47.2%

39.8%
•
•

•
•
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers
AECTx: You Have Superpowers

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AECTx: You Have Superpowers

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  • 16. Provider Netflix – 20,000 Movies Hulu Plus – 45,000 TV Shows Spotify – 15M Songs Cost $7.99 / month $7.99 / month $9.99 / month Total $25.97 / month CourseSmart – 1 Biology Textbook $20.25 / month
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  • 33. Simultaneous Regression of 2012 Scaled Scores Predictor Intercept Treatment 2011 GPA 2012 CRT* Chemistry Earth Science 2011 CRT* Chemistry Earth Science Physics 8th Grade Science 2011 Scaled Score Gender** Age English Language Proficiency Special Education*** Free and Reduced Lunch**** Teacher Effect 57.01 0.65 -1.64 Critical Ratio Test 5.12 11.13 0.24 2.67 0.23 7.25 -6.59 3.94 1.01 0.53 -6.53 7.44 8.06 e-11 1.33 e-13 3.91 -2.88 5.1 -5.96 0.68 1.16 -0.49 2.51 1.02 0.89 1.17 0.15 0.24 0.26 1.56 -2.83 5.75 -5.08 44.42 4.84 -1.91 0.119 NS 0.005 9.44 e-09 4.11 e-07 <2 e-16 1.41 e-06 0.056 NS -3.86 1.18 -3.27 0.001 -1.73 0.48 -3.62 0.0003 -0.31 2.26 0.26 0.19 -1.19 11.45 Estimate S.E. P <2 e-16 0.008 5.34 e-13 0.233 NS <2 e-16
  • 34.
  • 35.
  • 36. Math116 No OER Spr 2011 6 Sections Spr 2012 All OER Spr 2013 TOTAL STUDENTS 486 513 457 Pass (A-C) 235 271 275 Didn’t Pass (D/F/FW) 251 242 182 % Pass 48.4% 52.8% 60.2% % Not Pass 51.6% 47.2% 39.8%
  • 37.

Notes de l'éditeur

  1. When Superman arrived on our planet, he found that some combination of factors in earth’s environment endowed him with superpowers.Copyrighted photo from http://collectingsuperman.com/
  2. If you’re attending AECT, several factors in your environment combine to grant you superpowers as well.
  3. Opportunity is the ultimate superpower. Each of us finds ourselves in a situation of essentially limitless opportunity.Copyrighted image from http://life-longlearner.com/wp-content/uploads/2013/02/opportunity-magnet.jpg
  4. I don’t feel dishonest in saying that there is nothing that this generation of educational technologists and instructional designers can’t do if they dedicate themselves to it. Copyrighted image from http://thegraciousposse.com/wp-content/uploads/2013/01/audrey-possible.jpg
  5. Copyrighted image from http://i1.ytimg.com/vi/LaM5dfJRl9c/maxresdefault.jpg
  6. Copyrighted image from http://www.etsy.com/listing/102579041/spider-man-with-great-power-comes-great
  7. How are you using your superpower?Copyrighted image from http://www.politicalgarbagechute.com/wp-content/uploads/2013/02/I-Want-You-620x350.jpeg
  8. CC BY photo from http://www.flickr.com/photos/scragz/91147636/
  9. ScreencapfromPixar’sJack Jack Attack
  10. That’s doing enough, right? Impacting “the field” is sufficient, right?
  11. The sound of “impacting the field” in the real world is crickets.CC BY photo from http://www.flickr.com/photos/scoobygirl/185605156/
  12. The Superhero who doesn’t exist – the Entrepreneur who reads the educational research, deeply understands your findings, and uses your work to bless the world.CC BY photo from http://www.flickr.com/photos/dellphotos/8936217272/
  13. The Superhero who doesn’t exist – the Entrepreneur who reads the educational research, deeply understands your findings, and uses your work to bless the world.CC BY photo from http://www.flickr.com/photos/dellphotos/8936217272/
  14. That’s doing enough, right?
  15. Copyrighted image from http://fitnessandfeta.files.wordpress.com/2013/01/push-yourself.gif
  16. http://theleanstartup.com/
  17. Copyrighted photograph from http://www.embarke.com/wp-content/uploads/2012/05/get-out-of-the-building.jpg
  18. Mountain Heights Academy
  19. Copyrighted image from http://fitnessandfeta.files.wordpress.com/2013/01/push-yourself.gif
  20. You can’t scale to 5,000,000 by yourself and without expertise in business and a dozen other fields
  21. Screencap from Jack Jack Attack
  22. Hannibal - when his generals told him it was impossible to cross the Alps.
  23. Copyrighted image from http://www.etsy.com/listing/102579041/spider-man-with-great-power-comes-great
  24. Copyrighted photo from http://collectingsuperman.com/
  25. Copyrightedimage from http://thegraciousposse.com/wp-content/uploads/2013/01/audrey-possible.jpg
  26. How will you use your superpowers?Copyrighted image from http://www.politicalgarbagechute.com/wp-content/uploads/2013/02/I-Want-You-620x350.jpeg
  27. Copyrighted image from http://rpmftns.com/wp-content/uploads/2013/06/Choose-Wisely.jpg