Data collected from surveys can result in hundreds of variables and thousands of respondents. This implies that time and energy must be devoted to (a) carefully entering the data into a database, (b) running preliminary analyses to identify any problems (e.g., missing data, potential outliers), (c) checking the reliability and validity of the…

Testing in educational system perform a number of functions, the results from a test can be used to make a number of decisions in education. It is therefore well accepted in the education literature that, testing is an important element of education. To effectively utilize the tests in educational policies and quality assurance its validity and…

The notion of validity in the social sciences is evolving and is influenced by philosophy of science, critiques of objectivity, and epistemological debates. Methodology for validation of the knowledge claims is diverse across different philosophies of science. In other words, definition and the way to establish of validity have evolved as…