Question
A researcher is interested to investigate if the security concern (SECURITY), perceived ease of use (PEU) and Trust (TRUST) are the important determinants of mobile
- A researcher is interested to investigate if the security concern (SECURITY), perceived ease of use (PEU) and Trust (TRUST) are the important determinants of mobile stock trading adoption by suggesting the following model:
Mobile Stock Trading bo * iSECURITY * bzPEU 3TRUST *
Output 1.1 1.3 below are the estimated output based on equation (1.1):
Output 1.1
Variable | SECURITY | PEU | TRUST |
SECURITY | 1.0000 | 0.5950 | 0.5085 |
PEU | 0.5950 | 1.0000 | 0.3554 |
TRUST | 0.5085 | 0.3554 | 1.0000 |
Output 1.2
Dependent Variable: Mobile Stock Trading Method: Least Squares
Sample: 1 60
Included observations: 60
Variable | Coefficient | Std. Error | t-Statistic | Prob. |
C | -0.130608 | 0.117264 | -1.113799 | 0.2701 |
SECURITY | -0.132313 | 0.164748 | -0.803124 | 0.4253 |
PEU | 0.589728 | 0.179316 | 3.288768 | 0.0017 |
TRUST | 0.468130 | 0.130733 | 3.580821 | 0.0007 |
R-squared | 0. 402090 | Mean dependent var | 0.129974 | |
Adjusted R-squared | 0.370059 | S.D. dependent var | 1.022064 | |
S.E. of regression | 0.811200 | Akaike info criterion | 2.483736 | |
Sum squared resid | 36.85052 | Schwarz criterion | 2.623359 | |
Log likelihood | -70.51207 | Hannan-Quinn criter. | 2.538350 | |
F-statistic | 12.55321 | Durbin-Watson stat | 2.065996 | |
Prob(F-statistic) | 0.000002 |
|
|
Continued...
Output 1.3
Auxiliarv regression | VIF | 1 '( 1-R 2auxi) |
SECURITY = f(PEU, TRUST) |
| 2.834943 |
PEU = f(SECURITY, TRUST) |
| 3.557055 |
TRUST = f(SECURITY. PEU) |
| 4.356738 |
- Evaluate the degree of multicollinearity and determine its effects.
ii. Evaluate the relative importance of the independent variables with the beta coefficients for the model.
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