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As an educational researcher, would like to know whether high school student’s perceptions about mathematical utility

As an educational researcher, would like to know whether high school student’s perceptions about mathematical utility changed between their freshman and senior year. Each respondent is asked the same series of questions about the utility of mathematics in their future during their freshman and senior year. These questions are combined to form one variable of mathematical utility; higher values indicate higher levels of mathematical utility. Using the High School Longitudinal Survey,please provide: a 1–2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output.

I have completed the appropriate SPSS output bu am having difficulty analyzing and providing an explanation of what the implications of social change might be.

Paired Samples Statistics
Mean N Std. Deviation Std. Error Mean
Pair 1 T1 Scale of student’s mathematics utility -.0096 16021 .99040 .00782
T2 Scale of student’s mathematics utility .0059 16021 1.00682 .00795

 

Paired Samples Correlations
N Correlation Sig.
Pair 1 T1 Scale of student’s mathematics utility & T2 Scale of student’s mathematics utility 16021 .285 .000
Paired Samples Test
Paired Differences t df Sig. (2-tailed)
Mean Std. Deviation Std. Error Mean 95% Confidence Interval of the Difference
Lower Upper
Pair 1 T1 Scale of student’s mathematics utility – T2 Scale of student’s mathematics utility
 
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