Table 1. 
Sample Means of Michigan Eleventh Grade Student Cohorts
All Cohorts (2004–09) (1)Pre-ACT Cohorts (2004–06) (2)Post-ACT Cohorts (2007–09) (3)Difference: (3) – (2) (4)p-Value: (4) = 0 (5)
Demographics      
Female 0.498 0.498 0.498 −0.001 0.436 
White 0.764 0.778 0.751 −0.027 0.000 
Black 0.167 0.155 0.179 0.024 0.000 
Hispanic 0.033 0.031 0.035 0.004 0.000 
Other race 0.035 0.036 0.035 0.000 0.258 
Free or reduced lunch 0.283 0.241 0.322 0.080 0.000 
Special education 0.123 0.124 0.122 −0.002 0.041 
Limited English 0.021 0.020 0.023 0.002 0.000 
Local unemployment 8.25 7.34 9.13 1.79 0.000 
Driving miles to nearest ACT test center 3.60 4.72 2.52 −2.20 0.000 
Educational attainment      
Reaches twelfth grade 0.908 0.904 0.912 0.009 0.000 
Graduates high school 0.844 0.844 0.844 0.000 0.923 
Enrolls in any college 0.580 0.570 0.589 0.020 0.000 
Enrolls in four-yr college 0.314 0.309 0.319 0.010 0.000 
ACT score 19.6 20.7 18.9 −1.9 0.000 
ACT-taking rate      
All students 0.739 0.558 0.912 0.354 0.000 
Males 0.706 0.507 0.898 0.392 0.000 
Females 0.771 0.611 0.926 0.315 0.000 
Blacks 0.647 0.456 0.806 0.350 0.000 
Whites 0.761 0.583 0.939 0.355 0.000 
Free or reduced lunch 0.644 0.350 0.852 0.503 0.000 
Non-free lunch 0.778 0.625 0.940 0.316 0.000 
<Median grade eight score 0.662 0.401 0.902 0.501 0.000 
>Median grade eight score 0.868 0.766 0.961 0.195 0.000 
Missing grade eight score 0.101 0.123 0.079 −0.044 0.000 
Took SAT 0.048 0.064 0.033 −0.030 0.000 
Took SAT & ACT 0.045 0.058 0.033 −0.025 0.000 
SAT score 25.0 24.7 25.8 1.1 0.000 
Students per cohort 122,243 119,917 124,570   
Total students 733,460 359,751 373,709   
All Cohorts (2004–09) (1)Pre-ACT Cohorts (2004–06) (2)Post-ACT Cohorts (2007–09) (3)Difference: (3) – (2) (4)p-Value: (4) = 0 (5)
Demographics      
Female 0.498 0.498 0.498 −0.001 0.436 
White 0.764 0.778 0.751 −0.027 0.000 
Black 0.167 0.155 0.179 0.024 0.000 
Hispanic 0.033 0.031 0.035 0.004 0.000 
Other race 0.035 0.036 0.035 0.000 0.258 
Free or reduced lunch 0.283 0.241 0.322 0.080 0.000 
Special education 0.123 0.124 0.122 −0.002 0.041 
Limited English 0.021 0.020 0.023 0.002 0.000 
Local unemployment 8.25 7.34 9.13 1.79 0.000 
Driving miles to nearest ACT test center 3.60 4.72 2.52 −2.20 0.000 
Educational attainment      
Reaches twelfth grade 0.908 0.904 0.912 0.009 0.000 
Graduates high school 0.844 0.844 0.844 0.000 0.923 
Enrolls in any college 0.580 0.570 0.589 0.020 0.000 
Enrolls in four-yr college 0.314 0.309 0.319 0.010 0.000 
ACT score 19.6 20.7 18.9 −1.9 0.000 
ACT-taking rate      
All students 0.739 0.558 0.912 0.354 0.000 
Males 0.706 0.507 0.898 0.392 0.000 
Females 0.771 0.611 0.926 0.315 0.000 
Blacks 0.647 0.456 0.806 0.350 0.000 
Whites 0.761 0.583 0.939 0.355 0.000 
Free or reduced lunch 0.644 0.350 0.852 0.503 0.000 
Non-free lunch 0.778 0.625 0.940 0.316 0.000 
<Median grade eight score 0.662 0.401 0.902 0.501 0.000 
>Median grade eight score 0.868 0.766 0.961 0.195 0.000 
Missing grade eight score 0.101 0.123 0.079 −0.044 0.000 
Took SAT 0.048 0.064 0.033 −0.030 0.000 
Took SAT & ACT 0.045 0.058 0.033 −0.025 0.000 
SAT score 25.0 24.7 25.8 1.1 0.000 
Students per cohort 122,243 119,917 124,570   
Total students 733,460 359,751 373,709   

Notes: The sample is all first-time eleventh graders in Michigan public high schools during 2003–04 through 2008–09 conditional on reaching their eleventh-grade spring semester. Free lunch, special education, and limited English proficiency status are all as of eleventh grade. Driving miles to nearest ACT test center are measured from a student's home address during eleventh grade to the nearest ACT test center open during that year. First score is used for students taking the ACT multiple times. SAT score is scaled to ACT metric. College enrollment is measured as of 16 months (1 October) following scheduled on-time high school graduation. Eighth grade score is the average of scores on the eighth-grade math and writing exams, standardized at the subject-cohort level.

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