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Analysis and Testing-categorical Bivariate

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Table of contents

  1. First Scenario
  2. Second Scenario
  3. Third Scenario

For this assignment I will be utilizing the Afrobarometer’s dataset for each scenario’s answer. Determining if there is an immense relationship of bivariate existing within the three scenarios’. Designed for describing the relationship among different variables a statistical technique is a bivariate analysis (Frankfort-Nachmias & Leon-Guerrero, 2015). Here are my three scenarios.

First Scenario

Examining the relationship among the Q59th trust in Africa within the police and the democracy binary. Upon reading the literature reviews it is indicated that trusting police is a vital factor within the democracy of any type. The evocative data specified 50, 484 partakers have trust in the police, showing a mean of 1.57 which has a typical deviation of 1.104. However, there are 48,104 partakers having democracy presence, indicating an average of .8867 with a deviation that is a standard of .31701. Upon the correlation data being analyzed, the Pearson correlation coefficient among the variables is at .154, revealing a minimal correlation among the variables. According to Stangor (2007), correlation coefficient is a number indicating the direction and the scale of connotation. The value of significance is p < .000, well under the .05 threshold. The end result displays trusting in the police has an impact that is positive upon democracy yet, the impact is slight.

Second Scenario

The analysis of the information of the first scenario displayed the trust of police held an impact on democracy that was positive. This second scenario will display if that trust of police is based upon where the partakers live within these areas: (rural, semi-urban, or urban). The data shows the valid cases at 50,485 with missing cases at 1,102. Demonstrated within the crosstabulation is that 5,216 partakers are urban, while rural is 5,937 and semi-urban is at 105 having no trust in the police. In looking at these results it is clear to see that the partakers in the rural area have trust in the police that is the highest. According to Stangor (2007), a principal tool that calculates the relationship among two nominal variables is the Chi-square. It is clear that the Pearson Chi-Square has a 877.477 value while the Asymptotic implication is p < .000, meaning there is a significance in this test as it has a threshold of 0.05. Identifying the strength in the relationship with the symmetric measures, having a Cramer’s V of 093 for the correlation. When there is not relationship this is indicated by the value of zero and the value is indicated with a 1.0 which is a relationship that is perfectly strong (Laureate Education, 2016). Displaying a relationship that is weak with a value of .093.

Third Scenario

This third scenario will evaluate the relationship among the current perception of economic circumstances and degree of a democracy. Below is the descriptive statistics data showing that Q3a low country’s present economic condition having a mean of 2.5 with a (standard) deviation of 1.235. Yet, the Q42 extent of democracy holds a mean at 2.65 and a (standard) deviation at .920. According to Jones & Kottler (2005) coefficient correlation is a single number describing relationship scores displaying how one can predict one score by knowing the other score. The value f the correlation coefficient is .215, displaying a positive, yet correlation that is weak among the two variables. The substantial variable is p < .000, having a threshold below the .005. Showing a relationship that is positive yet holding an impact that is relatively small.

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Analysis and Testing-categorical Bivariate. (2019, May 14). GradesFixer. Retrieved December 6, 2022, from https://gradesfixer.com/free-essay-examples/analysis-and-testing-categorical-bivariate/
“Analysis and Testing-categorical Bivariate.” GradesFixer, 14 May 2019, gradesfixer.com/free-essay-examples/analysis-and-testing-categorical-bivariate/
Analysis and Testing-categorical Bivariate. [online]. Available at: <https://gradesfixer.com/free-essay-examples/analysis-and-testing-categorical-bivariate/> [Accessed 6 Dec. 2022].
Analysis and Testing-categorical Bivariate [Internet]. GradesFixer. 2019 May 14 [cited 2022 Dec 6]. Available from: https://gradesfixer.com/free-essay-examples/analysis-and-testing-categorical-bivariate/
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