More math, more income? Is there a relationship

between a country's per capita income and its

students' achievement in mathematics? Here is a

scatterplot of per-capita gross domestic product

versus average score on an international mathe-

matics achievement test for 26 countries in Europe

and Asia. 30

Math achievement

600

550

500

450-

400

O

10,000

20,000 30,000 40,000 50,000

GDP per capita

(a) Interpret the value r = 0. 59.

(b)

Will increasing per-capita income in a country

cause higher student achievement in mathematics?

Explain your reasoning