Statistical significance denotes that a difference between two measurements, or a measurement and some standard, results from an actual difference between the two and not just from random variation.
Salkind, N. J. (2010). Encyclopedia of research design. Thousand Oaks, CA: SAGE Publications, Inc. http://dx.doi.org/10.4135/9781412961288