-
Level of Measurement in Research: Understanding the Foundation of Data Analysis
Introduction Every research study, whether in psychology, education, marketing, or medicine, relies on data. However, before any statistical test or analytical technique is applied, researchers must first understand how their data are measured. This understanding is rooted in what is…
Author
Dr. D. Sampath Kumar
Latest Posts
Tags
Chi-Square Test of Goodness of Fit Conceptual Framework Cross-Sectional Design Data Analysis Data Collection Data Presentation Descriptive Design Descriptive Statistical Analysis Distribution-Free Test Expected frequency Experimental Design Exploratory Design Goodness of Fit Likert Scales Literature Review Longitudinal Design MANOVA Mixed Multi-Variate Analysis Multi-Variate Analysis of Variance Multiple ANOVA One Sample t-Test Population Primary Data Qualitative Quantitative Questionnaire Research Approach Research Design Research Gap Research Objectives Review of Literature Sample Sampling Sampling Frame Sampling Principles Secondary Data Semantic Differential Likert Scale Simple Sample 't' Test Survey Theoretical Framework Type-I Error Type-II Error Validity Validity of Research Instrument