The fourth edition of this popular book by Jessica Utts develops statistical literacy and critical thinking through real-world applications with an emphasis on ideas not calculations. This text focuses on the key concepts that educated citizens need to know about statistics. These ideas are introduced in interesting applied and real contexts without using an abundance of technicalities and calculations that only serve to confuse students.