In the tables below, "ALIENATN" is each respondent's score on the Mos alienation scale, "EHROUTLG" is the self-reported number of hours they spend on e-mail each week (with outliers removed and the log-10 taken to normalize the distribution), and "WHROUTLG" is the self-reported number of hours they spend on the Web each week (with outliers removed and the log-10 taken to normalize the distribution).
In essence, the multiple regression indicates that people who use more hegemony online are those who are less alienated, spend less time on e-mail and spend more time on the Web than lower users of hegemony online. As the "Adjusted R Square" indicates, this formula explains 6.6% of the variation in hegemony online usage, which is more than any other set of variables tested by me — or anyone else.
Model | R | R Square | Adjusted R Square | Std. Error of the Estimate |
---|---|---|---|---|
1 | .297(a) | .089 | .066 | 6.0787 |
a Predictors: (Constant), WHROUTLG, ALIENATN, EHROUTLG | ||||
b Dependent Variable: HEGSCORE |
Model | Sum of Squares | df | Mean Square | F | Sig. | |
---|---|---|---|---|---|---|
1 | Regression | 437.708 | 3 | 145.903 | 3.949 | .010(a) |
Residual | 4508.031 | 122 | 36.951 | |||
Total | 4945.739 | 125 | ||||
a Predictors: (Constant), WHROUTLG, ALIENATN, EHROUTLG | ||||||
b Dependent Variable: HEGSCORE |
Unstandardized Coefficients | Standardized Coefficients | t | Sig. | |||
---|---|---|---|---|---|---|
Model | B | Std. Error | Beta | |||
1 | (Constant) | 5.368 | 1.369 | 3.922 | .000 | |
ALIENATN | -2.764 | 1.184 | -.205 | -2.335 | .021 | |
EHROUTLG | -3.365 | 1.615 | -.197 | -2.083 | .039 | |
WHROUTLG | 2.909 | 1.524 | .180 | 1.909 | .059 | |
a Dependent Variable: HEGSCORE |