The Process of Collecting Statistics for a Given Data Set - Assignment Example

From the analysis conducted on we grouped the interviews into different groups based on gender and other factors such as emotions and factors like neurotic, kindness, and morning. The main aim of the experiments was to study the possibility of construct bias on behavior inhibition scale and a screen plot was generated for both male and female portions of the sample. Thereafter, a principal component analysis was conducted on the female portion of the sample. This was done to associate the BIS items with positive associations based on correlations of the BIS items.

The results of the test making use of gender in the bivariate Pearson’s correlation we the value of .42 for the M and an SD of .49. Thus, in most instances, we get positive figures when these two variables gender and neurotic are used in conducting SPSS analysis. The experiments were conducted through the use of Pearson’s and Spearman’s correlations after the file had been split into two based on the gender variable. Undertaking the study making use of the 10 socially desirable responses, most of the test results came up with significantly positive values.

These values ranged from 0.00 to 1.00 derived from both genders. For instance, the correlation between SDR 1 and SDR 2 in the female gender came up with a figure of 0.182 with a .05 significance level. While using the male gender variable the figure of 0.147 was achieved, and thus this shows that the figures for both female and male genders are not far apart. As a result, we can conclude that both the results show a good relationship between both genders towards these socially desirable responding variables (Cohen, 2003).

The major computations that were undertaken were Pearson’s and Spearman’s correlation as shown by figures 2 to 7 in the appendix. Figure 1 is used to show the mean and standard deviation of the variables and test subjects used in this study.