The objective of this study is to share knowledge on how to use Correlation and Regression Analysis through Statistical Package for Social Science (SPSS). This study has used secondary data to demonstrate the way of using very popular statistical tool on using correlation and regression analysis for novice researchers. Among various statistical tools, correlation and regression analysis are mostly used tools in many research works., e.g. the field of management, medicine, social science and education. However, not all the researchers may know whether the tools are fit to use, how to carry the analysis and how to interpret the obtained results. The results shows that novice researchers need to know the proper knowledge and skill to analyse the quantitative data. The implications of this study is willing to share the knowledge on correlation and regression analysis and the way of analyzing through very popular software package SPSS.

Keyword: Statistical tools, Test of Significance, p-value, Hypothesis, Dependent and Independent variables