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A vendor of a software product claims that their new program/app for helping student self-study mathematics greatly enhances the understanding of key mathematical concepts among

A vendor of a software product claims that their new program/app for helping student self-study mathematics greatly enhances the understanding of key mathematical concepts among school students. They approached the Prince County School District with the suggestion that the program be adopted in county schools and integrated into the curriculum. While the programwhich runs on PC/Mac/iPadhas a very nice user interface, it is expensive. The county wants to know what the effect of adopting this program will be on student outcomes. They are aware that some students are already using the program (on personal licenses) and collect data from three schools. The data is described in the following table:

Variable

Description

Score (Dependent Variable)

Aggregate score on math exams over the last year (out of 400)

Income

Family income in dollars

Use

Whether software has been used for at least 12 months (1 if yes and 0 if no)

School

School attended (identified as A, B, or C)

Age

Student age (in years)

The categorical variable School, is recoded using two dummy variables: School_A = 1 if School = A, and 0 otherwise;

School_B = 1 if School = B, and 0 otherwise.

The regression output is given below:

Question 1:

School Aprovides a good math education.

Group of answer choices

True

False

Question 2

Select True or False

The average score ofSchool Cis statistically different from that ofSchool B.

Group of answer choices

True

False

Question 3

Once you control for all the other features, on average how much more/less points doSchool A get than School B? Explain your answer.

Question 4

Should the school district adoptthe appand integrate it into the curriculum ?Select one and explain your answer

i. Yes, the program should be adopted in county schools and integrated into the curriculum.

ii. No, the program should NOT be adopted in county schools.

iii. Inconclusive. Need more information to make decision.

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