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Technical Report #4
Analyses of School Climate Survey and Assessment Profile
TECHNICAL SUMMARY OF ANALYSES OF THE SCHOOL CLIMATE SURVEYSchool 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).
| 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 |
| C | 4.4123 | 0.3945 | 133 | ||
| 97 | D | 4.4655 | 0.4649 | 130 | |
| C | 4.4332 | 0.4207 | 133 | ||
| DC | Mean | SD | N | ||
| Security & Maint. | 93 | D | 4.424 | 0.5019 | 130 |
| C | 4.384 | 0.5066 | 132 | ||
| 97 | D | 4.3804 | 0.4522 | 130 | |
| C | 4.3521 | 0.5199 | 132 | ||
| DC | Mean | SD | N | ||
| Administration | 93 | D | 4.6271 | 0.3873 | 129 |
| C | 4.6124 | 0.4299 | 132 | ||
| 97 | D | 4.6526 | 0.3609 | 129 | |
| C | 0.662 | 0.3512 | 132 | ||
| DC | Mean | SD | N | ||
| Student Academic Orient. | 93 | D | 4.2575 | 0.4935 | 128 |
| C | 4.1622 | 0.5641 | 131 | ||
| 97 | D | 4.2159 | 0.5058 | 128 | |
| C | 4.2156 | 0.5278 | 131 | ||
| DC | Mean | SD | N | ||
| Student Behavioral Values | 93 | D | 3.5493 | 0.6966 | 129 |
| C | 3.5205 | 0.746 | 131 | ||
| 97 | D | 3.7521 | 0.6351 | 129 | |
| C | 3.6444 | 0.6781 | 131 | ||
| DC | Mean | SD | N | ||
| Student-Peer Interact. | 93 | D | 4.0994 | 0.4701 | 129 |
| C | 4.0132 | 0.4849 | 133 | ||
| 97 | D | 4.2196 | 0.4913 | 129 | |
| C | 4.0881 | 0.4845 | 133 | ||
| DC | Mean | SD | N | ||
| Instructional Management | 93 | D | 3.649 | 0.8954 | 129 |
| C | 3.5738 | 0.8907 | 133 | ||
| 97 | D | 3.6873 | 0.8757 | 129 | |
| C | 3.6805 | 0.8058 | 133 | ||
| DC | Mean | SD | N | ||
| Student Activities | 93 | D | 4.2042 | 0.5487 | 128 |
| C | 4.1727 | 0.5416 | 132 | ||
| 97 | D | 4.248 | 0.5411 | 128 | |
| 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.
| Scale | DC | Mean | Std. Error |
|---|---|---|---|
| Teach-Student | DEMO | 4.37 | 0.014 |
| COMP | 4.39 | 0.013 | |
| Sec & Maint. | DEMO | 4.08 | 0.019 |
| COMP | 4.12 | 0.018 | |
| Admin | DEMO | 4.09 | 0.021 |
| COMP | 4.12 | 0.021 | |
| Academic | DEMO | 3.94 | 0.018 |
| COMP | 4 | 0.018 | |
| Behavioral | DEMO | 3.03 | 0.023 |
| COMP | 3.09 | 0.022 | |
| Student-peer | DEMO | 3.83 | 0.017 |
| COMP | 3.87 | 0.016 | |
| Instruction | DEMO | 3.09 | 0.028 |
| COMP | 3.2 | 0.027 | |
| Student Act. | DEMO | 3.81 | 0.02 |
| COMP | 3.9 | 0.02 |
| 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 |
| 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 measuresThe 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.
| 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 | |
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