Table 4.
Change of digital divide: internet access modea.
| DVb: ln(Usage) | OLSc | REd | FEe | ||||
|
|
Web | Mobile | Web | Mobile | Web | Mobile | |
| COVID_Period | |||||||
|
|
β (SE) | .124 (.004) | .176 (.003) | .100 (.003) | .157 (.002) | .075 (.003) | .142 (.002) |
|
|
P value | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 |
| Minority | |||||||
|
|
β (SE) | −.111 (.006) | −.066 (.004) | −.120 (.010) | −.075 (.009) | N/Af | N/A |
|
|
P value | <.001 | <.001 | <.001 | <.001 | N/A | N/A |
| COVID_Period×Minority | |||||||
|
|
β (SE) | −.020 (.008) | .037 (.007) | −.013 (.007) | .042 (.005) | −.008 (.006) | .044 (.004) |
|
|
P value | .02 | <.001 | .06 | <.001 | .19 | <0.001 |
| Age | |||||||
|
|
β (SE) | .003 (.0001) | −.007 (.0001) | .002 (.0003) | −.008 (.0003) | N/A | N/A |
|
|
P value | <.001 | <.001 | <.001 | <.001 | N/A | N/A |
| Male | |||||||
|
|
β (SE) | −.054 (.004) | .010 (.003) | −.052 (.008) | .015 (.007) | N/A | N/A |
|
|
P value | <.001 | <.001 | <.001 | .04 | N/A | N/A |
| BMI | |||||||
|
|
β (SE) | .0004 (.0002) | .004 (.0002) | .0001 (.001) | .003 (.0005) | N/A | N/A |
|
|
P value | .07 | <.001 | .85 | <.001 | N/A | N/A |
| Abnormal BPg | |||||||
|
|
β (SE) | .001 (.004) | −.004 (.003) | −.002 (.009) | −.001 (.008) | N/A | N/A |
|
|
P value | .88 | .18 | .83 | .84 | N/A | N/A |
| COVID problem | |||||||
|
|
β (SE) | .062 (.029) | .195 (.028) | .077 (.064) | .211 (.073) | N/A | N/A |
|
|
P value | .04 | <.001 | .23 | .004 | N/A | N/A |
| Office visit | |||||||
|
|
β (SE) | .224 (.003) | .133 (.002) | .129 (.002) | .066 (.002) | .105 (.002) | .056 (.001) |
|
|
P value | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 |
| Income | |||||||
|
|
β (SE) | −.0001 (.0001) | −.0003 (.00004) | −.0001 (.0001) | −.0002 (.0001) | N/A | N/A |
|
|
P value | .25 | <.001 | .69 | .01 | N/A | N/A |
| Education attainment | |||||||
|
|
β (SE) | .109 (.016) | .008 (.011) | .121 (.035) | .020 (.029) | N/A | N/A |
|
|
P value | <.001 | .45 | .001 | .49 | N/A | N/A |
| Medical problems | |||||||
|
|
β (SE) | .008 (.0002) | .004 (.0001) | .012 (.0003) | .009 (.0003) | .029 (.001) | .020 (.001) |
|
|
P value | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 |
| Constant | |||||||
|
|
β (SE) | .247 (.014) | .213 (.011) | .279 (.029) | .236 (.026) | N/A | N/A |
|
|
P value | <.001 | <.001 | <.001 | <.001 | N/A | N/A |
| Marital Status FE | Yes | Yes | Yes | N/A | N/A | N/A | |
| Insurance FE | Yes | Yes | Yes | N/A | N/A | N/A | |
| Month FE | Yes | Yes | Yes | N/A | N/A | N/A | |
| Observations | 301,281 | 301,281 | 301,281 | 301,281 | 301,281 | 301,281 | |
| R2 | 0.087 | 0.077 | 0.037 | 0.052 | 0.026 | 0.051 | |
aUsing a panel data set, we estimate pooled OLS, RE, and FE models to examine whether the relationship between the COVID_Period×Minority (main independent variable) and patient portal use (DV) differs by internet access mode. Robust SEs are reported in parentheses.
bDV: dependent variable.
cOLS: ordinary least squares.
dRE: random effect.
eFE: fixed effect.
fN/A: not applicable.
gBP: blood pressure.