In today's research and workplace, a survey is a popular instrument of students and graduate students to collect data from a pre-defined group of respondents to gain insights and information on various topics of interest. Statistical analysis skills are important to measure the datasets and evaluate the useful information for decision making. Our intent in writing this book is to apply statistical tests to examine the datasets by using Statistical Package for Social Science, SPSS. This book is focused on the elaboration of the steps on pursuing the statistical tests on data screening, data analysis and robustness checking; and emphasizing on the interpretation of data. Throughout the text, the discussion of statistical techniques aims to help the investigator to see the relevant techniques that can be used to meet the needs of research.