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## SPSS Analysis Of Data From Afro Barometer Dataset

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SPSS Analysis Of Data From Afro Barometer Dataset

Descriptive Analysis

Jade Roberson

RSCH 8210

06/19/2022

Descriptive Analysis

This is an analysis of the results from the SPSS analysis of data from Afro barometer dataset file. From the data set file, the continuous variable was “financial condition.” The results are shown in the table below. According to the statistics table, the mean is 6.2. According to Frankfort-Nachmias & Leon-Guerrero (2020), this is obtained by determining the sum of the scores and dividing it by the No. of scores. The table shows a median of 2.00. It represents the distribution’s precise middle diving it into two equal parts one below and the other above the median. There is also the mode, which is zero. The mode is the category with the highest frequency within the distribution.

FINANCIAL CONDITION

N Valid 1530 Missing 1063 Mean 6.20 Median 2.00 Mode 0 Std. Deviation 9.442 Range 200 Minimum 0 Maximum 200

The mean, median, and mode are the three measures of the central location and form a summary measure, which describes the entire data set using just one value representing the middle of the distribution. The mean is regarded as the best and most utilized measure of central tendency. It is the average value, which divides the distribution into two equal parts one at the bottom or below the mean and the other at the top or above the mean. The variance is the average of squared deviations from the mean, and it measures variability. It shows the data set’s degree of spread. The data has a standard deviation (square root of variance) of 9.442. A variable is a data item or characteristics, quantity, or number, which can be counted or measured. The data’s variability includes values between 0 and 200. The description of the data is a continuous variable that has variability, an interval ratio measurement level, as well as mean, median, & mode. The research question, which could inform social change can those involving the financial status of people in society.

Gender of Respondent Frequency Percent Valid Percent Cumulative Percent Valid Male 1870 74.0 74.0 74,0 Female 593 26.0 26.0 100.0 Total 2463 100.0 100.0

“Gender” is the data set’s chosen categorical variable. Frankfort-Nachmias & Leon-Guerrero (2020) defines a frequency distribution as a table that reports the no. of observations falling into each of the variable’s category. The interquartile range is the most suitable variation measure for data sets with outliers (Wagner, 2020). This is because it is not easily influenced by outliers considering that it is based on values, which come from the distribution’s mid-half. The data is a categorical variable with no variability, a nominal degree of measurement. Social change can be informed by the questions regarding gender.

ReferenceFrankfort-Nachmias, C., & Leon-Guerrero, A. (2020). Social Statistics for a Diverse Society. Measures of Central Tendency 66-68. LA: SAGE Publications, Inc.

Wagner, W. E. (2020). Using IBM® SPSS® statistics for research methods and social science statistics (7th ed.). SAGE.

RUBRICExcellent Quality95-100%

Introduction45-41 points

The background and significance of the problem and a clear statement of the research purpose is provided. The search history is mentioned.

Literature Support91-84 points

The background and significance of the problem and a clear statement of the research purpose is provided. The search history is mentioned.

Methodology58-53 points

Content is well-organized with headings for each slide and bulleted lists to group related material as needed. Use of font, color, graphics, effects, etc. to enhance readability and presentation content is excellent. Length requirements of 10 slides/pages or less is met.

Average Score50-85%

40-38 points More depth/detail for the background and significance is needed, or the research detail is not clear. No search history information is provided.

83-76 points Review of relevant theoretical literature is evident, but there is little integration of studies into concepts related to problem. Review is partially focused and organized. Supporting and opposing research are included. Summary of information presented is included. Conclusion may not contain a biblical integration.

52-49 points Content is somewhat organized, but no structure is apparent. The use of font, color, graphics, effects, etc. is occasionally detracting to the presentation content. Length requirements may not be met.

Poor Quality0-45%

37-1 points The background and/or significance are missing. No search history information is provided.

75-1 points Review of relevant theoretical literature is evident, but there is no integration of studies into concepts related to problem. Review is partially focused and organized. Supporting and opposing research are not included in the summary of information presented. Conclusion does not contain a biblical integration.

48-1 points There is no clear or logical organizational structure. No logical sequence is apparent. The use of font, color, graphics, effects etc. is often detracting to the presentation content. Length requirements may not be met

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SPSS Analysis Of Data From Afro Barometer Dataset

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