Table 1 provides the results of a regression model of the effect of a range of factors on the level of political activity. The variable coefficients have been standardised to account for the different scales of measurement. The research question was: Which social and economic resources help researchers to understand inequalities in political activity? The observations are 2,489 survey respondents in the United States. Table 1: Effects of different factors on political activity.FactorCorrelation coefficientEducation0.44Job level0.00Family income0.07Job skills0.12Age−0.2R20.33Refer to Table 1. Which factor has the strongest relationship with political activity?Question 5Select one:a.Educationb.Job levelc.Family incomed.Age
Question
Table 1 provides the results of a regression model of the effect of a range of factors on the level of political activity. The variable coefficients have been standardised to account for the different scales of measurement. The research question was: Which social and economic resources help researchers to understand inequalities in political activity? The observations are 2,489 survey respondents in the United States. Table 1: Effects of different factors on political activity.FactorCorrelation coefficientEducation0.44Job level0.00Family income0.07Job skills0.12Age−0.2R20.33Refer to Table 1. Which factor has the strongest relationship with political activity?Question 5Select one:a.Educationb.Job levelc.Family incomed.Age
Solution
a. Education
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The R2 value was reasonably low, at 0.33, which indicates that only 33% of the variation in political activity can be explained by the 5 independent variables included in the regression analysis. This means that the model is not a good fit.
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