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Exercising Control: Perceptions of Autonomy as a
Source of Self-Efficacy in Reading and Mathematics
Amanda R. Butz Ellen L. Usher
University of Kentucky EARLI 2013
Social Cognitive Theory
Bandura, 1986, 1997
Can I do this?
ENVIRONMENTAL FACTORS
PERSONAL FACTORS
BEHAVIOR
Sources of Self-Efficacy
Mastery Experience
Vicarious Experience
Social Persuasions
Emotional/ Physiological
State
Bandura, 1997
Sources of Self-Efficacy
Mastery Experience
Vicarious Experience
Social Persuasions
Emotional/ Physiological
State
Other Sources?
Self-Determination Theory
Competence
Relatedness
Autonomy
Deci & Ryan, 2000
Theoretical connections
ENVIRONMENTAL FACTORS
PERSONAL FACTORS
BEHAVIOR
Ryan & Deci, 2000
self-efficacy perceived competence autonomy support
Purpose of the Study
Mastery Experience
Vicarious Experience
Social Persuasions
Emotional/ Physiological
State
Perceived Autonomy Support
Participants
White 53% African
American 31%
Hispanic 9%
Asian 3%
Other 4%
• N = 1,904 math; N = 1,793 reading • U.S. Students Grades 4-8 (ages 9-14) • 50% Girls • 54% Free/Reduced-Price Lunch
Measures
Sources of Self-Efficacy (adapted from Usher & Pajares, 2009)
I do well on math/reading assignments (.75 < α < .87)
Perceived Autonomy Support (adapted from Williams & Deci, 1996)
My math/language arts teacher tries to understand how I see things. (.83 < α < .85)
General Self-Efficacy In general, how confident are you in your abilities in math/
reading? ( α = .93)
Self-Efficacy for Self-Regulated Learning How well can you finish your math/reading homework on
time? (.92 < α < .93)
Measures
Sources of Self-Efficacy (adapted from Usher & Pajares, 2009)
I do well on math/reading assignments (.75 < α < .87)
Perceived Autonomy Support (adapted from Williams & Deci, 1996)
My math/language arts teacher tries to understand how I see things. (.83 < α < .85)
General Self-Efficacy In general, how confident are you in your abilities in math/
reading? ( α = .93)
Self-Efficacy for Self-Regulated Learning How well can you finish your math/reading homework on
time? (.92 < α < .93)
Measures
Sources of Self-Efficacy (adapted from Usher & Pajares, 2009) I do well on math/reading assignments (.75 < α < .87)
Perceived Autonomy Support (adapted from Williams & Deci, 1996)
My math/language arts teacher tries to understand how I see things. (.83 < α < .85)
General Self-Efficacy In general, how confident are you in your abilities in math/
reading? ( α = .93)
Self-Efficacy for Self-Regulated Learning How well can you finish your math/reading homework on
time? (.92 < α < .93)
Measures
Sources of Self-Efficacy (adapted from Usher & Pajares, 2009) I do well on math/reading assignments (.75 < α < .87)
Perceived Autonomy Support (adapted from Williams & Deci, 1996)
My math/language arts teacher tries to understand how I see things. (.83 < α < .85)
General Self-Efficacy In general, how confident are you in your abilities in math/
reading? ( α = .93)
Self-Efficacy for Self-Regulated Learning How well can you finish your math/reading homework on
time? (.92 < α < .93)
Analyses
Mastery Experience
Social Persuasion
Vicarious Experience
Physiological State
Autonomy Support
General Self-Efficacy
Self-Efficacy for Self-Regulated
Learning
Step 1 Step 2
Results
Means, Standard Deviations, and Zero-Order Correlations
Results - Mathematics
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable Step 1 Step 2 Step 1 Step 2
Mastery Experience (β)
Social Persuasion (β)
Vicarious Experience (β)
Negative Physiological State (β)
Perceived Autonomy Support (β)
F
Model R2
R2 change
*p < .05, **p < .01, ***p < .001
Results - Mathematics
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable Step 1 Step 2 Step 1 Step 2
Mastery Experience (β) .373*** .194***
Social Persuasion (β) .137*** .159***
Vicarious Experience (β) .069** .148***
Negative Physiological State (β) -.100*** -.174***
Perceived Autonomy Support (β)
F 261.204 214.235 Model R2 .353*** .309*** R2 change
*p < .05, **p < .01, ***p < .001
Results - Mathematics
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable Step 1 Step 2 Step 1 Step 2
Mastery Experience (β) .373*** .375*** .194*** .197***
Social Persuasion (β) .137*** .118*** .159*** .136***
Vicarious Experience (β) .069** .032 .148*** .104***
Negative Physiological State (β) -.100*** -.076** -.174*** -.144***
Perceived Autonomy Support (β) .174*** .210***
F 261.204 233.843 214.235 203.574 Model R2 .353*** .379*** .309*** .347*** R2 change .026*** .038***
*p < .05, **p < .01, ***p < .001
Results - Mathematics
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable β rst (Uniqueness)
β rst (Uniqueness)
Mastery Experience .375*** .936 12.4% .197*** .854 3.2%
Social Persuasion .118*** .814 1.1% .136*** .812 1.4%
Vicarious Experience .032 .625 <1% .104*** .699 1.2%
Negative Physiological State -.076** -.718 <1% -.144*** -.744 2.6%
Perceived Autonomy Support .174*** .552 6.8% .210*** .637 11%
*p < .05, **p < .01, ***p < .001
Results - Reading
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable Step 1 Step 2 Step 1 Step 2
Mastery Experience (β)
Social Persuasion (β)
Vicarious Experience (β)
Negative Physiological State (β)
Perceived Autonomy Support (β)
F
Model R2
R2 change
*p < .05, **p < .01, ***p < .001
Results - Reading
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable Step 1 Step 2 Step 1 Step 2
Mastery Experience (β) .297*** .158***
Social Persuasion (β) .135*** .155***
Vicarious Experience (β) .032 .145***
Negative Physiological State (β) -.169*** -.198***
Perceived Autonomy Support (β)
F 176.719 161.622
Model R2 .281*** .266***
R2 change
*p < .05, **p < .01, ***p < .001
Results - Reading
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable Step 1 Step 2 Step 1 Step 2
Mastery Experience (β) .297*** .282*** .158*** .146***
Social Persuasion (β) .135*** .125*** .155*** .145***
Vicarious Experience (β) .032 .000 .145*** .117***
Negative Physiological State (β) -.169*** -.159 *** -.198*** -.189***
Perceived Autonomy Support (β) .177*** .155***
F 176.719 161.947 161.622 144.004
Model R2 .281*** .309*** .266*** .287***
R2 change .028*** .022***
*p < .05, **p < .01, ***p < .001
Results - Reading
General Self-Efficacy Self-Efficacy for Self-Regulated Learning
Variable β rst (Uniqueness)
β rst (Uniqueness)
Mastery Experience .282*** .896 11% .146*** .825 3.1%
Social Persuasion .125*** .743 1.6% .145*** .797 3.1%
Vicarious Experience .000 .534 <1% .117*** .680 2.8%
Negative Physiological State -.159 *** -.732 4.9% -.189*** -.724 8.0%
Perceived Autonomy Support .177*** .545 9.1% .155*** .541 7.3%
*p < .05, **p < .01, ***p < .001
Discussion
Discussion - Math
Autonomy support helps students feel more confident about managing their work in mathematics.
Discussion - Reading
Autonomy support helps students to feel more confident about their abilities in reading.
Choice may be an important indicator of autonomy support.
Implications
Teachers must balance choice and control.
Implications
Autonomy support is not a magic bullet.
What makes a student feel more confident may vary by academic domain.
Autonomy Support
= ?
Questions?
Thank you!
www.p20motivationlab.org email: [email protected]
This research was partially funded by the 2010-2013 American Psychological Association Division 15 Early Career Research Award