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Learning ProcessesImplicit Theories, Goal
Orientations, and Perceived Competence
Vicki Jurist, Chris Lombardo, Aqiyl Henry
Research Question
How do implicit theories of intelligence, goal orientations, and perceived competence affect academic achievement?
Introduction
Prior studies have indicated that students’ beliefs about themselves and their academic competence affect classroom achievement.
Motivational Factors of Achievement Beliefs and Learning
Implicit theories of intelligence
Academic goal orientations
Perceived competence
Implicit Theories of Intelligence
Entity Theory
Intelligence is fixed, and cannot be changed.
Individual often avoids a difficult task in fear of looking incompetent.
Implicit Theories of Intelligence
Incremental Theory
Intelligence is malleable; can be increased and developed.
Individual increases effort as a task becomes more difficult.
Implicit Theories of Learning: Incremental or Entity
Goal Orientation/Achievement
Goals
Goal Orientation
Achievement Goals
Task goals
Performance-approach goals
Performance-avoidance goals
Task Goal
Directed towards acquiring new skills and improving knowledge
Leads to adaptive behaviors
Performance-approach Goal
Directed towards the demonstration of competence
Leads to maladaptive behaviors
Performance-avoidance Goal
Aimed at avoiding the demonstration of incompetence
Leads to maladaptive behaviors
Differential Effects
Performance
Approach
Goal
Performance
Avoidance
Goal
Perceived Competence
Motivational construct linked to implicit theories of intelligence and achievement goals
Confidence in ability adaptive behavior
(task & performance-approach)
Doubt in ability maladaptive behavior
(performance-avoidance)
Hypotheses
(A) task, performance-approach, and performance-avoidance scales will factor separately
(B) incremental theory will be positively correlated with task and performance-approach goal orientations and negatively with performance-avoidance goal orientation
Hypotheses
(C) incremental theory and approach goal orientations (task and performance-approach) would be positive predictors of academic achievement.
(D) perceived competence would moderate the relationship between implicit theories, goal orientations and academic achievement.
Methods
Methods
Participants:
451 students from Northern Greece
Middle class, white
10 – 13 years of age
Working class / middle class
89% from 1st marriage families
Methods
Instruments:Self-report measuring 4 items of implicit theory of intelligence
18 item inventory measuring three goal orientation
7 item subscale assessing students’ confidence in their own ability
Academic performance measures
Methods
Procedure:
Administered during class hours
Voluntary
Responses confidential to the study team
Independent and Dependent VariablesVariables
Dependent Independent
Academic Achievement Perceived Competence
Academic Achievement Gender
Academic Achievement School Level
Perceived Competence Task Orientation
Perceived Competence Performance-approach
Perceived Competence Performance-avoidance
Incremental Views Task Orientation
School Level Incremental Views
School Level Task Orientation
School Level Performance-avoidance
Task Orientation Performance-avoidance
Performance-avoidance Performance-approach
Task Orientation Performance-approach
Gender Performance-approach
School Level Performance-approach
Incremental Views Performance-approach
*p<.01
Independent and Dependent Variables
Inc
Task
PerformanceAvoidance
Performance Approach
Gender
School Level
PerceivedCompetence
AcademicAchievement
Results
Exploratory Factor Analysis
Exploratory Factor Analysis
Do determine if the 18 Item Inventory, which was tested in a specific cultural setting, could be externally valid, factor analysis was applied, using oblique rotation.
Factor Analysis
Factor analysis.
Used to validate a scale.
Used to select a subset of variables from a larger set.
Oblique Rotation
A category of rotation methods.
used to make the output of data more understandable.
Outliers
Extreme numbers in an array of numbers that don’t seem to fit with the body of numbers.
Factor Loadings
Factor loadings.
The minimum loadings used, .45.
Internal Consistency
Was determined by using Cronbach coefficient alpha.
Invented by professor Cronbach, to determine error.
Variable Correlations
Pearson Product-Moment Analysis and Maximum Likelihood method, were used to identify the correlation and causality among the variables.
Pearson Product-Moment Correlations
Incremental views were positively related to task orientation (.16), and performance-approach goals (.12). Perceived competence was positively correlated to task orientation (.30) and performance-approach (.25), and negatively correlated to performance-avoidance goals (-.18). Academic achievement was positively correlated with perceived competence (.52), task (.23), and performance-approach (.17) goals, (p.284).
Pearson Product-Moment Correlations
Pearson Product-Moment Correlations
1 2 3 4 5
1. Incremental views
2. Task Orientation .16*
3. Performance-approach .12* .27*
4. Performance-avoidance .04 .09 .24*
5. Perceived Competence .03 .30* .25* -.18
6. Academic achievement .09 .23* .17* -.09 .52*
P<.01
Maximum Likelihood Method
From correlations to causality.
Multiple indexes of fit were used in evaluating the fit of the model.
Variable CorrelationsMaximum Likelihood Method
Inc
Task
PerformanceAvoidance
Performance Approach
Gender
School Level
PerceivedCompetence
AcademicAchievement
-.15.11
.16
.27 .08
.25
-.33
-.18-.11-.27 .16
-.35
.24
.47-.26
.26
Variable CorrelationsVariables
Dependent Independent
Academic Achievement Perceived Competence .47*
Academic Achievement Gender .15*
Academic Achievement School Level -.36*
Perceived Competence Task Orientation .26*
Perceived Competence Performance-approach .24*
Perceived Competence Performance-avoidance -.26*
Incremental Views Task Orientation .16*
School Level Incremental Views -.15*
School Level Task Orientation -.33*
School Level Performance-avoidance -.18*
Task Orientation Performance-avoidance .08
Performance-avoidance Performance-approach .25*
Task Orientation Performance-approach .27*
Gender Performance-approach -.11*
School Level Performance-approach -.27*
Incremental Views Performance-approach .11*
*p<.01
Correlations- Goal Orientations
Task orientation was positively correlated with performance-approach goals, at .27.
Performance-approach and performance-avoidance were positively related at .24.
Goal Orientations and Academic Achievement
Perceived Competence mediated achievement goals effect on academic achievement.Task and performance-approach had a positive indirect effect on academic achievementPerformance-avoidance goal orientation had negative indirect effect on achievement.
Incremental Views,Gender, School Level and Academic Achievement
Incremental beliefs were positively correlated with task and performance goal orientation.
Gender had a direct positive effect on academic achievement.
School level had a direct negative effect on academic achievement.
Discussion
Purpose
Differing effects of performance-approach and performance-avoidance goals on academic achievement.
Identify relationships among variables.
Hypothesis 1
Task goal orientation, performance-approach and performance-avoidance scales will factor differently.
Hypothesis 1 - Results
Achievement goals did factor separately.
Existence of two independent dimensions of performance goals.
Possible for an individual to have a mixture of goals.
Achievement Goals and School Level
Elementary School students.
Middle school students.
Academic motivation and performance declines during early adolescence.
Incremental Views and School Level
Elementary students tended to adopt incremental views (intelligence is modifiable).
High School students tended to adopt an entity view ( intelligence is fixed).
Hypothesis 2
Incremental views will be positively correlated with task and performance-approach goals orientations and negatively with performance-avoidance goal orientation.
Hypothesis 2 - ResultsIncremental views/beliefs positively correlated with task goal orientation. P. 287. Middle of the 4th paragraph. (YES)No correlation between incremental views and performance-avoidance goals. (P. 287. Middle of the 4th paragraph.) This did not support hypothesized negative correlation. (YES)? -No correlation between incremental views and performance-approach goals. (P. 287. Middle of the 4th paragraph.) (This did not support hypothesized positive correlation).
Possible Contradiction
No association (correlation) between incremental views and the two performance goal orientations (p.287 discussion, 4th parargraph).
Incremental views were positively correlated with task and performance-approach goal orientations only (p.286, 2nd paragraph, last sentence).
Figure 1(p.285), identified .16* correlation coefficient between task Inc. & Task, and identified .11* correlation coefficient between Inc. & Perf. Approach.
Possible Contradiction
Seemed like incremental views of intelligence was only being given correlation to task goal orientation in the Discussion section, which contradicted the data of the Results section, to support “incremental beliefs were positively related to task orientation (Dweck, 1986) and the statement that “the implicit belief that ability is increasable seemed to orient individuals toward pursuing the learning goal of developing that ability further”( Gialamas & Leondari, p. 287).
Possible ContradictionThen it was later stated:
? - Implicit theories of intelligence are related to students’ achievement goals (only incremental views were tested) – contradicts earlier statement.
? - Achievement goals: task, performance-approach, and performance-avoidance goals, (p.279-280).
Hypothesis 3
Incremental theory and approach goal orientations (task and performance-approach) would be positive predictors of academic achievement.
Hypothesis 3 – Results
No relation (correlation) between Inc. and academic achievement ( did not support hypothesized positive correlation).
Did not support previous research.
Reason: Incremental views indirectly influence academic achievement through the adoption of a specific goal orientation
Task and performance-approach were indirect positive predictors of academic achievement.
Hypothesis 4
Perceived competence would moderate the relationship between implicit theories, goal orientations and academic achievement.
Hypothesis 4 - Results
Did support perceived competence as a moderating variable between the task orientation, performance-approach and performance-avoidance, and academic achievement.
Did not support perceived competence as a moderating variable between incremental views and academic achievement, as hypothesized. (There was no correlation between incremental views and academic achievement).
Theories of Intelligence
Using data indicating incremental views are positively correlated with task and performance-approach goals:
Theories of intelligence seem to predict a student’s goal orientation.
Incremental views orient individuals to either task or performance-approach goals.
Task Orientation
Presumed to result in behaviors conducive to long-term accomplishment and investment.Personal mastery.
Feeling of competence while engaged in achievement activities.
Performance-approach goals and Task Orientation
Results lead to the conclusion that performance-approach and task goal orientations facilitate academic achievement (supported by previous research).
Performance-approach goals and Task Orientation
Students need to pursue both task and performance goals if they are to succeed (Wentzel).
Students do not have one or the other goal orientation, but both at the same time.
ImplicationsClassroom environments influence the adoption and reinforcement of goal orientations.Environments marked by interpersonal competition and normative-based testing influence the adoption of either performance-approach or performance-avoidance goals.Environments that emphasize acquiring personal mastery and learning from one’s mistakes influence the adoption of task orientation, ex. Dr. Moran’s teaching environment.
Implications
Teachers’ can modify roles and instructional strategies to develop environments that encourage students to learn from mistakes, put more effort into learning, feel confident in academically challenging situations, and develop personal mastery.
Limitations
Longitudinal study needed, no casual links could be firmly established.
Domain specificity was a concern. Different domains (i.e. self-esteem, phys. appearance, social & athletic competence, cognitive ability) may effect theories of intelligence and goal orientations differently (adding confounding variable).
Reactions
Reactions
What kind of ideas did this article make you think about?
How social relationship goals influence achievement goals.
Development of classroom styles to foster task and performance-approach goals.
Understand and cultivate student’s goal orientations.
Reactions
Did you think this article was interesting? Was it well written?
The complexity of the article initially impeded clarity.
Professionally oriented.
Reactions
What do you think are the next steps?Address entity theory more adequately
Provide a more comprehensive discussion relating to task goals and incremental theory
Allow for domain specificity of implicit theories and goal orientation
Identify whether they recognized limits within their environment
Reactions
What do you think are the next steps?Address entity theory more adequately
Provide a more comprehensive discussion relating to task goals and incremental theory
Allow for domain specificity of implicit theories and goal orientation
Identify whether they recognized limits within their environment