Instructions for conducting linear regression analysis
Description of the table with quantitative data
The table has 4 columns. The first column contains the numbers of 77 respondents who participated in the study. The second column - indicators of each respondent based on the level of reflexivity. The third column - indicators of each respondent based on the level of media literacy. The fourth column indicates the age of the respondents, except for the first 19 cells. This is because the age parameter was not added immediately. If the absence of the first 19 values in the "Age" category somehow disrupts the SPSS work, the column with age data can be deleted. The same applies to the age column in the data table for multiple regression analysis.
Task: conduct linear regression analysis to determine the extent to which the level of media literacy development, as the dependent variable, depends on the level of reflexivity development, which acts as the independent variable.
The output should provide the following data:
- Scatter plot with regression line with a textual description of this graph below.
- Regression coefficients table with a textual description of this table below.
- Indicator of the statistical significance of the regression model and each coefficient with a textual explanation of the significance of these indicators for the entire study.
- Information about the statistical criterion used.
Instructions for conducting multiple regression analysis
Description of the table with quantitative data
The table has 4 columns. The first column contains the numbers of 77 respondents who participated in the study. The second column - indicators of each respondent based on the level of media literacy, which represents the dependent variable. In the third, fourth, fifth, and sixth columns - indicators of each respondent for 4, representing independent variables, indicators: awareness of their emotions and feelings, managing their emotions and feelings, awareness of emotions and feelings of others, managing emotions and feelings of others. The seventh column indicates the age of the respondents, except for the first 19 cells.
Task: conduct multiple regression analysis to determine the extent to which the level of media literacy, as the dependent variable, depends on the level of awareness of their emotions and feelings, managing their emotions and feelings, awareness of emotions and feelings of others, managing emotions and feelings of others, as four independent variables.
The output should provide the following data:
- Scatter plot with regression line with a textual description of this graph below.
- Regression coefficients table with a textual description of this table below.
- Indicator of the statistical significance of the regression model and each coefficient with a textual explanation of the significance of these indicators for the entire study.
- Information about the statistical criterion used.
