Why does an increase in literacy rates often accompany an increase in per capita income?

People who have higher-paying jobs often have the time available to develop literacy skills.
Developing countries have higher-than-average literacy rates, which typically leads to higher income.
People who can read and who receive an education are eligible for higher-paying jobs.
Developed countries often attempt to raise low literacy rates to improve income.