Table 5.
The multiple linear regression model predicting a participant’s willingness to share their patient-generated data in the future. The model achieves a power of >0.95 and has been tested to ensure the absence of multicollinearity (Variance Inflation Factor <3.80).
| Outcome variable | Sharing willingness | |
| Adjusted R2 | 0.178 | |
| Effect size | 0.217 | |
| F ratio | 4.888a | |
|
|
P value | <.001 |
| Data sharing | 0.812b | |
|
|
P value | .001 |
| HSIc | 0.277 | |
|
|
P value | .14 |
| AEd | 0.482b | |
|
|
P value | .009 |
| Number of data types | 0.046 | |
|
|
P value | .31 |
| Memory trackers | −0.182 | |
|
|
P value | .57 |
| Tool trackers | −0.442 | |
|
|
P value | .19 |
aP<.001.
bP<.01.
cHSI: having sufficient information to manage one’s health.
dAE: the ability to actively engage with health care providers.