Abstract
Throughout introductory tertiary statistics subjects, students are introduced to a multitude of statistical concepts and procedures. One such term, significance, has been given considerable emphasis in the statistical literature with respect to the topic of hypothesis testing. However, systematic research regarding this concept is very limited. This paper investigates students' conceptual and procedural knowledge of this concept through the use of concept maps and standard hypothesis tests. Eighteen students completing a first course in university-level statistics were interviewed twice during a 14-week semester.