The course is aimed at enabling the student to understand:
Introduction to Research Methodology
Meaning and definition of research, process of research, types of research (Basic and Applied), Research approaches.
Research Design: Purpose of research and time dimensions based research design: Explorative, Descriptive and Explanatory, Cross-sectional and Longitudinal research studies
Planning of Research:
Sampling Techniques: Census and Sampling methods, Probability and Non-Probability sampling procedures, Sample size determinationVariables: Meaning, Types of Variables.Hypothesis: Meaning, Types and criteria of construction of hypothesis.Distribution pattern: Normal distribution, Binomial distribution, Poisson’s distribution
Measurement and Scaling Techniques:
Scaling Techniques: Purpose of Scaling Techniques, Types of scales: Nominal, Ordinal, Interval and Ratio Scales.
Data Collection Techniques: Primary and Secondary data collection techniques
Statistics: Meaning, Importance, Limitations, Classifications and Tabulation of data, discrete and continuous variables. Frequency Distributions and Cumulative frequency distribution, Diagrammatic and Graphical presentation of data
Measure of Central Tendency: Mean, Median and Mode
Measure of Dispersion Range, Quartile Deviation, Mean Deviation and standard deviation, coefficient of variation.
Correlation and Regression analysis
Parametric analysis: Sampling Distribution and Standard Error. Element of Testing a Statistical Hypothesis- Formulation of the problem, Types of errors. Level of significance, large sample test for proportions, single mean and difference in two means. Small sample test- Application of Student’s t- test for small sample for single mean, difference in two means (independent and paired-t). ANOVA
Non-parametric analysis: Chi-square test for population variance, Krukal Wallis H Test, Mann Whitney U – test.
Presentation and Report writing:Report Writing: Format of research report, presentation (Tables, Charts, Diagrams, Labeling), footnote, endnote, bibliography, references.
The elements of research project