Skip Navigation
Administration for Children and Families  
ACF
ACF Home   |   Services   |   Working with ACF   |   Policy/Planning   |   About ACF   |   ACF News   |   HHS Home

  Questions?  |  Privacy  |  Site Index  |  Contact Us  |  Download Reader™  |  Print      

Office of Planning, Research & Evaluation (OPRE) skip to primary page content
Advanced
Search

 Table of Contents | Previous | Next

Technical Report #4

Analyses of School Climate Survey and Assessment Profile

TECHNICAL SUMMARY OF ANALYSES OF THE SCHOOL CLIMATE SURVEY
School Climate Survey Analyses for Family Respondents
Eight repeated measures ANOVAs were run using each of the eight subscale scores for the School Climate Survey from family respondents as the dependent variables and Condition (2 levels) and Grade (4 levels) as mediating variables. Subscale means for Condition and Grade are summarized in Table 1 below. Only Student Behavioral Values demonstrated significant effects for time (a drop from kindergarten to first Grade followed by a steady improvement through 3rd) and for Condition (the comparison group mean is higher). The Administration subscale shows the only Condition by time interaction (the Demonstration group shows slight but steady decline across years while responses from the comparison group families were irregular across time. The differences in factor scores, even for significant effects, were rarely more than 0.10. ). As was indicated in the text of the report (Chapter 9), means for Student Behavioral Values were significantly lower than means of other subscales.

A 2 (between subjects) by 4 (within subjects) repeated measures MANOVA (eight subscales) was run for the 559 family respondents (treatment=293, comparison=266) who provided data for all subscales at each grade level. Multivariate effects were found for condition (p=.041, eta-squared=.029), grade (p=.000, eta-squared=.095), and grade by condition (p=.014, eta-squared=.074). Examination of univariate effects revealed that only the scale for Student Behavioral values yielded a significant effect for grade (second and third grade scores were higher than kindergarten and first grade). A significant grade by condition interaction was found only for the Administration (treatment families provided higher mean ratings in kindergarten and first grade while the comparison families provided higher mean ratings in second and third grade). Cell means for the multivariate analyses are similar to those derived from the repeated measures ANOVA (Table 1).

Table 1.
School Climate Survey: Mean subscale responses from families by Grade by Condition
STUDENT ACTIVITIES
Condition Grade Mean Std. Error N
DEM K 4.0694 0.02 568
1 4.0844 0.022  
2 4.0851 0.021  
3 4.0344 0.022  
COM K 4.0578 0.021 557
1 4.0696 0.022  
2 4.0796 0.021  
3 4.048 0.022  
INSTRUCTIONAL MANAGEMENT
Condition Grade Mean Std. Error N
DEM k 3.9026 0.023 720
1 3.8849 0.025  
2 3.8913 0.023  
3 3.907 0.023  
COM k 3.9455 0.024 701
1 3.9403 0.025  
2 3.8987 0.023  
3 3.9563 0.023  
STUDENT-PEER INTERACTION
Condition Grade Mean Std. Error N
DEM k 3.8109 0.02 754
1 3.8259 0.021  
2 3.8222 0.02  
3 3.8335 0.02  
COM k 3.8465 0.02 727
1 3.8417 0.021  
2 3.8456 0.02  
3 3.8676 0.02  
STUDENT BEHAVIORAL VALUES
Condition Grade Mean Std. Error N
DEM k 2.7554 0.034 570
1 2.738 0.034  
2 2.7925 0.033  
3 2.8136 0.033  
COM k 2.8463 0.035 527
1 2.7982 0.036  
2 2.8821 0.035  
3 2.9537 0.035  
STUDENT ACADEMIC ORIENTATION
Condition Grade Mean Std. Error N
DEM k 4.1393 0.017 798
1 4.1507 0.017  
2 4.1163 0.016  
3 4.1273 0.017  
COM k 4.1008 0.017 785
1 4.1241 0.017  
2 4.1387 0.017  
3 4.139 0.018  
ADMINISTRATION
Condition Grade Mean Std. Error N
DEM k 4.0124 0.029 527
1 4.0106 0.031  
2 3.9937 0.029  
3 3.9399 0.03  
COM k 3.9502 0.03 499
1 3.9578 0.032  
2 4.0452 0.029  
3 3.9879 0.031  
SECURITY AND MAINTENANCE
Condition Grade Mean Std. Error N
DEM k 4.1553 0.017 806
1 4.1956 0.019  
2 4.1762 0.018  
3 4.22 0.018  
COM k 4.19 0.017 799
1 4.1864 0.019  
2 4.211 0.018  
3 4.2213 0.018  
TEACHER-STUDENT RELATIONSHIPS
Condition Grade Mean Std. Error N
DEM k 4.0351 0.02  
1 4.0158 0.02  
2 4.0085 0.02  
3 3.9724 0.021  
COM k 4.0094 0.02  
1 4.0097 0.021  
2 4.0135 0.02  
3 4.0252 0.021  

School Climate Survey Analyses for Principals

Repeated measures multivariate analyses of variance were conducted across sites using principal’s responses to the School Climate Survey in order to determine whether significant changes occurred in principal’s perceptions of school environment during the duration of the study. Principal responses from 1993 were compared with their responses in 1997 across all eight factors of the School Climate Survey. Treatment condition served as the independent variable in the analyses. Repeated measures data was available from approximately 130 principals in each treatment condition (sample sizes varied slightly by factor). No statistically significant main effects were found for time (the repeated measure), treatment condition, or the interaction between time and treatment condition for any subscale of the School Climate Survey. Means for each subscale for 1993 and 1997 are summarized below. While mean differences across time and between groups appear small, the moderately large within-group standard deviations are clearly contributing to the lack of statistical significance. Subsequent analyses will attempt to account for the within group variance.

  Year DC Mean SD N
Teacher-Student Inter. 93 D 4.3954 0.4945 130
Teacher-Student Inter. 93 C 4.4123 0.3945 133
Teacher-Student Inter. 97 D 4.4655 0.4649 130
Teacher-Student Inter. 97 C 4.4332 0.4207 133
Teacher-Student Inter. 97 DC Mean SD N
Security & Maint. 93 D 4.424 0.5019 130
Security & Maint.   C 4.384 0.5066 132
Security & Maint. 97 D 4.3804 0.4522 130
Security & Maint.   C 4.3521 0.5199 132
Security & Maint.   DC Mean SD N
Administration 93 D 4.6271 0.3873 129
Administration   C 4.6124 0.4299 132
Administration 97 D 4.6526 0.3609 129
Administration;   C 0.662 0.3512 132
Administration   DC Mean SD N
Student Academic Orient. 93 D 4.2575 0.4935 128
Student Academic Orient.   C 4.1622 0.5641 131
Student Academic Orient. 97 D 4.2159 0.5058 128
Student Academic Orient.   C 4.2156 0.5278 131
Student Academic Orient.   DC Mean SD N
Student Behavioral Values 93 D 3.5493 0.6966 129
Student Behavioral Values   C 3.5205 0.746 131
Student Behavioral Values 97 D 3.7521 0.6351 129
Student Behavioral Values   C 3.6444 0.6781 131
Student Behavioral Values   DC Mean SD N
Student-Peer Interact. 93 D 4.0994 0.4701 129
Student-Peer Interact.   C 4.0132 0.4849 133
Student-Peer Interact. 97 D 4.2196 0.4913 129
Student-Peer Interact.   C 4.0881 0.4845 133
Student-Peer Interact.   DC Mean SD N
Instructional Management 93 D 3.649 0.8954 129
Instructional Management   C 3.5738 0.8907 133
Instructional Management 97 D 3.6873 0.8757 129
Instructional Management   C 3.6805 0.8058 133
Instructional Management   DC Mean SD N
Student Activities 93 D 4.2042 0.5487 128
Student Activities   C 4.1727 0.5416 132
Student Activities 97 D 4.248 0.5411 128
Student Activities   C 4.1906 0.4942 132

School Climate Survey Analysis for Teachers

A multivariate analysis of variance was run across sites (national data) using School Climate Survey factor scores for each subscale as the dependent variables with year (5 levels) and condition (2 levels) as mediating variables. Table 1 below summarizes the means for each subscale by year and condition. The primary hypothesis of interest concerns the interaction of condition and time. A multivariate main effect was not found for condition (significance = .038 based on Pillai’s Trace). The comparison group showed slightly higher means across subscale, but such differences did not meet the criteria for statistical significance set for this study. A significant multivariate main effect was also found for year (significance < .001 based on Pillai’s Trace). The significant effect for time tended to reflect somewhat higher ratings by teachers in 1993 than in subsequent years. However, there were no significant multivariate or univariate interaction effects. As can be seen within Table 1b, while statistically significant, the changes within subscale across time were relatively minor.

It is important to qualify these findings with the reminder that the data for this analysis were cross-sectional in nature. That is, different teachers provided data for each year. Therefore, the significant effect for time and the lack of an interaction effect must be considered in light of the varying sources of information at each time period.

Table 1a:
School Climate Survey-Teacher Form: subscale means by condition (DC)
Scale DC Mean Std. Error
Teach-Student DEMO 4.37 0.014
Teach-Student COMP 4.39 0.013
Sec & Maint. DEMO 4.08 0.019
Sec & Maint. COMP 4.12 0.018
Admin DEMO 4.09 0.021
Admin COMP 4.12 0.021
Academic DEMO 3.94 0.018
Academic COMP 4 0.018
Behavioral DEMO 3.03 0.023
Behavioral COMP 3.09 0.022
Student-peer DEMO 3.83 0.017
Student-peer COMP 3.87 0.016
Instruction DEMO 3.09 0.028
Instruction COMP 3.2 0.027
Student Act. DEMO 3.81 0.02
Student Act. COMP 3.9 0.02

Table 1b:
School Climate Survey-Teacher Form: subscale means by year
Scale Year Mean Std. Error
TEACH-STUDENT 93 4.39 0.022
94 4.39 0.018
95 4.4 0.019
96 4.4 0.015
97 4.33 0.029
SEC. & MAINT. 93 4.13 0.03
94 4.04 0.024
95 4.09 0.026
96 4.12 0.021
97 4.11 0.04
ADMIN 93 4.16 0.034
94 4.05 0.028
95 4.05 0.029
96 4.13 0.023
97 4.12 0.046
ACADEMIC 93 4.04 0.03
94 3.96 0.024
95 3.99 0.025
96 3.96 0.02
97 3.92 0.039
BEHAVIORAL 93 3.09 0.037
94 2.99 0.03
95 3.03 0.032
96 3.06 0.025
97 3.1 0.049
STUDENT-PEER 93 3.93 0.027
94 3.83 0.022
95 3.82 0.023
96 3.84 0.019
97 3.82 0.037
INSTRUCTIONAL 93 3.25 0.045
94 3.01 0.036
95 3.12 0.038
96 3.16 0.03
97 3.18 0.059
STUDENT ACT. 93 3.93 0.033
94 3.8 0.026
95 3.82 0.028
96 3.83 0.022
97 3.9 0.044

Table 1c:
School Climate Survey-Teacher Form: subscale means by condition (DC) by year
Scale DC YEAR Mean Std. Error
TEACH-STUDENT DEMO 93 4.41 0.031
  94 4.38 0.026
  95 4.37 0.027
  96 4.41 0.021
  97 4.27 0.043
COMP 93 4.38 0.032
  94 4.4 0.024
  95 4.43 0.026
  96 4.39 0.021
  97 4.38 0.04
SEC. & MAINT. DEMO 93 4.14 0.042
  94 4 0.035
  95 4.06 0.037
  96 4.12 0.029
  97 4.08 0.059
COMP 93 4.12 0.043
  94 4.09 0.033
  95 4.13 0.035
  96 4.12 0.029
  97 4.14 0.055
ADMIN DEMO 93 4.15 0.048
  94 4.01 0.04
  95 4.01 0.042
  96 4.17 0.033
  97 4.09 0.067
COMP 93 4.17 0.049
  94 4.09 0.038
  95 4.1 0.04
  96 4.1 0.033
  97 4.16 0.063
ACADEMIC DEMO 93 4.02 0.041
  94 3.93 0.035
  95 3.94 0.036
  96 3.93 0.029
  97 3.89 0.057
COMP 93 4.06 0.043
  94 3.99 0.033
  95 4.04 0.035
  96 3.99 0.028
  97 3.96 0.054
BEHAVIORAL DEMO 93 3.08 0.052
  94 2.95 0.044
  95 2.97 0.046
  96 3.04 0.036
  97 3.1 0.072
COMP 93 3.11 0.053
  94 3.03 0.041
  95 3.1 0.044
  96 3.09 0.036
  97 3.11 0.068
STUDENT-PEER DEMO 93 3.92 0.038
  94 3.83 0.032
  95 3.78 0.034
  96 3.81 0.026
  97 3.8 0.053
COMP 93 3.94 0.039
  94 3.84 0.03
  95 3.86 0.032
  96 3.88 0.026
  97 3.85 0.05
INSTRUCTIONAL DEMO 93 3.18 0.062
  94 2.96 0.052
  95 3.12 0.055
  96 3.09 0.043
  97 3.07 0.087
COMP 93 3.32 0.064
  94 3.06 0.049
  95 3.12 0.052
  96 3.23 0.043
  97 3.29 0.081
STUDENT ACT. DEMO 93 3.9 0.046
  94 3.74 0.039
  95 3.75 0.04
  96 3.79 0.032
  97 3.86 0.064
COMP 93 3.97 0.047
  94 3.86 0.036
  95 3.88 0.039
  96 3.86 0.031
  97 3.95 0.06

TECHNICAL REPORT

Summary of results from the Assessment Profile and ADAPT classroom environment observation measures

The Assessment Profile describes classroom practices across five broad dimensions (learning, environment, scheduling, curriculum, interacting, and individualizing). A multivariate analysis of variance (MANOVA) (2 condition by 4 grade levels) was conducted using the five scales as the dependent measures. Significant multivariate effects (< .001) were found for grade and condition main effects. The interaction effect was not significant.

Examination of univariate effects revealed main effects for grade for all scales (p < .001). Main effects for condition were found for the learning environment (p < .001) and scheduling (p = .006) scales. The main effects for condition indicated higher mean scale scores for the demonstration rather than the comparison condition on each scale. The largest, and most significant differences between demonstration and comparison classrooms were found for the Learning Environment scale with a mean difference of approximately 0.9. It should be noted that while statistically significant, effect sizes did not exceed .12. This suggests that such between condition differences may not be practically meaningful.

The nature of the main effects for grade varied as a function of the scale. For example, scaled scores for Learning Environment decreased for every grade (only the loss between second and third grade was not statistically significant). Scaled scores for scheduling showed a statistically significant drop from kindergarten to first grade. Scaled scores then increased for second and third grades. The only non-significant paired comparison was between first and second grade. The Curriculum scale demonstrated a non-significant drop between kindergarten and first grade and a significant increase between first and second and between second and third. The Interacting scale demonstrated significant decreases in scaled scores between kindergarten and first grade and between first and second grade. Statistically significant gains in scaled scores for the Individualizing scale were evident between kindergarten and first and between first and second grades.

Analyses of the ADAPT were also conducted using MANOVA procedures. Significantly lower scores for the Material, Resources, Group, Self-Regulation, Time Spent Learning, and Evidence scales were found in third grade than in first and second grades. Significantly and progressively lower scores for the Space scale were found for all adjacent pairs of grades. The main effect for Condition and the Condition by Grade interaction effect did not attain the level of statistical significance required of this study. The ADAPT was not required by all sites. Therefore, the findings related to the ADAPT should not be generalized across all sites within the national sample.

As can be seen in Table 1 below, all sites yielded significant multivariate (across all five scales) main effects for grade on the Assessment Profile. The direction of the effects was not consistent between sites. Seventeen sites yielded significant multivariate main effects for condition (the direction of the effect was not consistent). A significant grade by condition interaction was found for nine sites. The eta-squared effect sizes for interaction never exceeded .11. This suggests that the interaction of grade and condition does not account for a great deal of the overall variability in Assessment Profile scaled scores. In eleven of the sites, the effect size for Grade accounted for more than 20% of the total variance in scaled scores. Condition accounted for more than 20% of the variance in five of the sites.

Twenty-six sites yielded univariate main effects for grade for the Learning Environment scale of the Assessment Profile. Twelve sites yielded such effects for condition. Only three sites yielded a significant grade by condition interaction for Learning Environment. Eighteen sites yielded univariate main effects for grade on the Scheduling scale. Fourteen sites yielded such effects for condition. Only two sites yielded a significant grade by condition interaction for Scheduling. Nineteen sites yielded univariate main effects for grade on the Curriculum scale. Nine sites yielded such an effect for condition. Six sites yielded significant grade by condition interactions for Curriculum. Twenty-two sites yielded univariate effects for grade on the Individualizing subscale. Five sites yielded such an effect for grade. Five sites yielded grade by condition interaction effects for Individualizing. Thirteen sites yielded main effects for grade on the Interacting scale. Six sites yielded such an effect for condition. Seven sites yielded significant grade by condition interaction effects for the Interacting scale. Findings suggest that the characteristics of classrooms experienced by students in this study changed from kindergarten through third grade across all sites. Differences in classroom characteristics that can be attributed to assignment condition were considerably less evident between sites. Finally, the nature of the changes in classroom characteristics between kindergarten and third grade did not vary greatly depending on the assignment condition of the classroom.

These analyses suggest that classroom climate is a complex and dynamic construct within and across the sites comprising this study. Results indicate that classrooms in the demonstration condition were observed to have somewhat better arrangement and availability of classroom materials and environments as well as somewhat better evidence of scheduling, planning, and variety of classroom activities than were classrooms in the comparison condition. The strong evidence of site-level differences highlight the need to attend to site-specific characteristics when considering the nature and impact of classroom climate.

Table 1.
MANOVA Summary: Assessment Profile Scaled Scores by Grade by Condition
SITE GRADE CONDITION GRADE BY CONDITION
  Multivariate
eta-squared
Univariate Multivariate
eta-squared
Univariate Multivariate
eta-squared
Univariate
             
1 .275*** LE, SC, CU, IT .14*** SC, CU, IT NS -
2 .152*** LE, SC, ID .227*** LE, SC, CU, IT NS -
3 .227*** LE, IT, ID .207*** LE, SC, ID NS -
4 .214*** LE, CU, IT .398*** LE, CU, IT NS -
6 .112* LE, ID NS IT NS -
7 .17*** LE, SC, CU, IT, ID NS LE NS -
8 .283*** LE, SC, ID NS - NS -
9 .15*** LE, SC, CU, IT, ID 0.115 LE, SC .048* -
10 .165*** LE, CU, ID .093*** LE, SC, ID .058*** LE, CU, IT, ID
11 .111*** LE, SC, IT , ID .06** SC .039** SC, CU, IT, ID
12 .225*** LE, SC, CU, ID .118* LE, SC, CU NS IT
13 *** SC, CU, ID NS - NS -
14 .177* LE, ID NS - NS -
15 .104*** LE, SC, IT .122*** LE, SC .09*** LE, SC
16 .114*** LE, SC, CU, IT .115*** LE, CU, ID NS -
17 .142*** SC, CU, IT, ID NS - NS -
18 .152*** LE, CU, ID   CU NS -
19 .142*** LE, CU NS - NS -
21 .279*** LE, SC NS - NS -
22 .206*** LE, CU, IT, ID NS - NS -
23 .148*** LE, SC, IT .068** IT, ID NS -
24 .204*** LE, CU, ID .122* LE, SC, CU NS -
25 .112*** LE, IT, ID NS SC .032* LE, CU, ID
26 .195*** SC, CU .301*** LE, SC, CU, IT .103* CU, IT, ID
27 .153*** LE, CU, ID NS ID NS -
28 .355*** SC, CU, ID .336** SC NS -
29 .085*** LE, SC, CU, ID .032** ID NS CU, IT
30 .134*** LE, SC, IT, ID .045* LE, SC .032* IT
31 .213*** LE, SC, CU, ID .092** LE, SC, CU .068*** CU, IT, ID
32 .203*** LE, CU, IT, ID NS - .053** ID


 

 

 Table of Contents | Previous | Next