The study considers the “ Afro barometer” dataset. The study aims to analyze the “country’s present economic condition” scale, which is dependent on the “extent of democracy” and the “trust in key leadership positions (president/prime minister).” Multiple regression is used to analyze the problem with the dependent variable being “extent of democracy” and the “country’s present economic condition” and the “trust in key leadership positions (president/prime minister),” as the independent variables.
Research question; does a country’s present economic condition” scale dependent on the “extent of democracy” and the “trust in key leadership positions (president/prime minister)?
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The multiple regression analyzes the forecast described above where the tables below show the descriptive statistics of the variables considered for the study.
|
Variables Entered/Removeda |
|||
| Model |
Variables Entered |
Variables Removed |
Method |
| 1 | Q59a. Trust key leadership figure (President/Prime Minister), Q42. Extent of democracyb |
. |
Enter |
| a. Dependent Variable: Q3a. Country's present economic condition | |||
| b. All requested variables entered. | |||
|
Model Summary |
||||
| Model |
R |
R Square |
Adjusted R Square |
Std. Error of the Estimate |
| 1 |
.289a |
.083 |
.083 |
1.187 |
| a. Predictors: (Constant), Q59a. Trust key leadership figure (President/Prime Minister), Q42. Extent of democracy | ||||
|
ANOVAa |
||||||
| Model |
Sum of Squares |
df |
Mean Square |
F |
Sig. |
|
| 1 | Regression |
5795.904 |
2 |
2897.952 |
2056.970 |
.000b |
| Residual |
63826.303 |
45304 |
1.409 |
|||
| Total |
69622.207 |
45306 |
||||
| a. Dependent Variable: Q3a. Country's present economic condition | ||||||
| b. Predictors: (Constant), Q59a. Trust key leadership figure (President/Prime Minister), Q42. Extent of democracy | ||||||
The chart depicts the correlation value coefficient between the variables. For instance, the “extent of democracy” and the “trust in key leadership positions (president/prime minister has a low correlation value of 1.534 .
References
Data | Afrobarometer . Afrobarometer.org . Retrieved 4 November 2017, from http://www.afrobarometer.org/data
Healey J., F. (2013), The Essentials of Statistics: A Tool for Social Research (3rd Edition). Wadsworth/Cengage Learning 2013 (ISBN: 1111831599)
