Regression results for taking action based on Predictive Services information
Approximately 48 percent of the variance (R squared adj. = .481, F sub(4), 922 =215.71, p<.001) in "How likely are you to take action based on Predictive Services information that you gather or receive from a website" was predicted by trust and confidence in the information provided, gender, years in current position, and educational level.
Independent Variable | β | t | sr2 1 |
Trust and confidence | .677 | 28.303 | .449 |
Years in current position | -.042 | -1.767 | <.001 |
Gender | -.079 | -3.329 | <.001 |
Education | -.020 | -.841 | <.001 |
1 Squared semi-partial correlation is a measure of the unique contribution of the independent variable to the amount of variance explained within that set of independent variables. According to the numbers shown, trust and confidence is the only variable contributing a substantial unique variance beyond the other independent variables. (Tabachnik, B.G.; Fidell, L.S. 2001. Using Multivariate Statistics. 4th ed. Needham Heights, MA: Allyn & Bacon.)
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