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Construct Validity of the School
Academic Optimism Scale
among Elementary School
Teachers
Nicole Vaux, University of Alabama
Jessica M. Harlan, University of South Alabama
Roxanne Mitchell, University of Alabama
School Academic Optimism
 Bandura’s social cognitive & self-efficacy theories (Bandura,
1986; 1997)
 Coleman’s social capital theory (1990)
 Hoy & colleagues’ work on culture and climate (Hoy, Tarter,
Kottkamp, 1991; Hoy, Tarter, Hoy, 2006a; 2006b)
 Seligman’s study of learned optimism (1998)
School Academic Optimism
School
Academic
Optimism
Collective efficacy
Faculty Trust
Academic Emphasis
School Academic Optimism Scale (Hoy, Tarter, Hoy, 2006a; McGuigan & Hoy, 2006; Smith &
Hoy, 2007)
Present Research
Previous research examined construct validity at scale
level (e.g., Smith & Hoy, 2007; Kirby & DiPaola, 2011)
Present research tests model at item level
Data from larger investigation
 Relationships between academic optimism and organizational climate
 Determine if they predicted academic achievement and school
effectiveness
Participants
 N = 468 from 67 schools from 20 districts in a mid-south state
 48% of schools were free and reduced lunch
 41 were Title 1 schools
Hypothesized Model
School
Academic
Optimism
Collective
efficacy
12 items
Faculty
Trust
10 items
Academic
Emphasis
8 items
Goodness of Fit Statistics
Χ2 df CFI RMSEA SRMR
1411.08 402 .826 .073 .0743
Attempted to improve model fit, but did not see
improvement
Exploring the Factor Structure
Factor
Eigenval
ue
Variance Explained
1 9.754 32.51%
2 2.664 8.88%
Factor 1
Trust and Support
These students come to school ready to learn.
Home life provides so many advantages that students are bound to learn.
The opportunities in this community help ensure that these students will
learn.
Teachers in this school trust the parents.
Parents in this school are reliable in their commitments.
Students in this school can be counted upon to do their work.
Teachers can count upon parental support.
Teachers think that most of the parents do a good job.
Teachers can believe what parents tell them.
Factor 2
Academic Emphasis
The school sets high standards for performance.
Students respect others who get good grades.
Academic achievement is recognized and acknowledged by the school.
Students try hard to improve on previous work.
The learning environment is orderly and orderly.
The students in this school can achieve the goals that have been set for
them.
Teachers in this school believe that their students have the ability to
achieve academically.
Conclusions
Model does not fit for this sample
Explanations
Factor structure differs because of sample characteristics
Ill-defined construct
Limitations & Future Research
Limitations
Non-random data
Sample size
Moving forward
Findings on other measures for this sample differed from
prior research – why?
Replication with other groups (e.g., regions, grade levels)
Questions?
Nicole Vaux
nicolevaux@yahoo.com

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Construct Validity of the School Academic Optimism Scale among Elementary School Teachers

  • 1. Construct Validity of the School Academic Optimism Scale among Elementary School Teachers Nicole Vaux, University of Alabama Jessica M. Harlan, University of South Alabama Roxanne Mitchell, University of Alabama
  • 2. School Academic Optimism  Bandura’s social cognitive & self-efficacy theories (Bandura, 1986; 1997)  Coleman’s social capital theory (1990)  Hoy & colleagues’ work on culture and climate (Hoy, Tarter, Kottkamp, 1991; Hoy, Tarter, Hoy, 2006a; 2006b)  Seligman’s study of learned optimism (1998)
  • 3. School Academic Optimism School Academic Optimism Collective efficacy Faculty Trust Academic Emphasis School Academic Optimism Scale (Hoy, Tarter, Hoy, 2006a; McGuigan & Hoy, 2006; Smith & Hoy, 2007)
  • 4. Present Research Previous research examined construct validity at scale level (e.g., Smith & Hoy, 2007; Kirby & DiPaola, 2011) Present research tests model at item level Data from larger investigation  Relationships between academic optimism and organizational climate  Determine if they predicted academic achievement and school effectiveness
  • 5. Participants  N = 468 from 67 schools from 20 districts in a mid-south state  48% of schools were free and reduced lunch  41 were Title 1 schools
  • 7. Goodness of Fit Statistics Χ2 df CFI RMSEA SRMR 1411.08 402 .826 .073 .0743 Attempted to improve model fit, but did not see improvement
  • 8. Exploring the Factor Structure Factor Eigenval ue Variance Explained 1 9.754 32.51% 2 2.664 8.88%
  • 9. Factor 1 Trust and Support These students come to school ready to learn. Home life provides so many advantages that students are bound to learn. The opportunities in this community help ensure that these students will learn. Teachers in this school trust the parents. Parents in this school are reliable in their commitments. Students in this school can be counted upon to do their work. Teachers can count upon parental support. Teachers think that most of the parents do a good job. Teachers can believe what parents tell them.
  • 10. Factor 2 Academic Emphasis The school sets high standards for performance. Students respect others who get good grades. Academic achievement is recognized and acknowledged by the school. Students try hard to improve on previous work. The learning environment is orderly and orderly. The students in this school can achieve the goals that have been set for them. Teachers in this school believe that their students have the ability to achieve academically.
  • 11. Conclusions Model does not fit for this sample Explanations Factor structure differs because of sample characteristics Ill-defined construct
  • 12. Limitations & Future Research Limitations Non-random data Sample size Moving forward Findings on other measures for this sample differed from prior research – why? Replication with other groups (e.g., regions, grade levels)

Notas del editor

  1. Looked at the modification indices, and saw some that indicated potential covariance (e.g., teachers trust students and teachers trust parents). However, when we added these to the model, it did not improve model fit. Given that we did not have multiple samples with which to test these findings, we chose to not present those additional findings
  2. Principal Axis with a Varimax rotation Initially performed the analysis with an oblique rotation because we assumed the factors would be correlated with each other. However, the factor structure generated didn’t seem to have any clear patterns. 2 clear factors 4 other factors with eigenvalues greater than 1, but the specific factors didn’t make sense
  3. Ten items loaded on the first factor at higher than .40 First 3 are from the Collective efficacy scale, others are from the faculty trust dimension Items that don’t appear on the faculty trust dimension are those that are related to students