3- Refer the given output and answer the following questions; a) Identify which statistical analyses have been performed? b) Interpret each of the given tables. Table 1: Statistical Analysis Variables Beta Sig VIF Organizational Culture 0.253 0.000 1.124 Job Stress -0.101 0.078 3.542 Intrinsic Motivation 1.213 0.005 12.389 Dependent variable is employee performance Table 2: Statistical Analysis Composite Reliability AVE Variables 0.23 Attitude 0.78 0.78 Behaviour 0.52 0.50 Consumption 0.92 0.44 Overall 0.98
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
Trending now
This is a popular solution!
Step by step
Solved in 2 steps with 2 images
