Table 3.
Effect of the COVID-19 pandemic on the digital dividea.
| DVb: ln(Usage) | OLSc | REd | FEe | |||
| COVID_Period | ||||||
|
|
β (SE) | .228 (.004) | .194 (.004) | .156 (.004) | ||
|
|
P value | <.001 | <.001 | <.001 | ||
| Minority | ||||||
|
|
β (SE) | −.158 (.007) | −.168 (.011) | N/Af | ||
|
|
P value | <.001 | <.001 | N/A | ||
| COVID_Period×Minority | ||||||
|
|
β (SE) | .028 (.009) | .037 (.007) | .043 (0.007) | ||
|
|
P value | .002 | <.001 | <.001 | ||
| Age | ||||||
|
|
β (SE) | −.004 (.0002) | −.004 (.0003) | N/A | ||
|
|
P value | <.001 | <.001 | N/A | ||
| Male | ||||||
|
|
β (SE) | −.046 (.004) | −.041 (.009) | N/A | ||
|
|
P value | <.001 | <.001 | N/A | ||
| BMI | ||||||
|
|
β (SE) | .004 (.0003) | .004 (.001) | N/A | ||
|
|
P value | <.001 | <.001 | N/A | ||
| Abnormal BPg | ||||||
|
|
β (SE) | −.004 (.004) | −.006 (.009) | N/A | ||
|
|
P value | .32 | .52 | N/A | ||
| COVID problem | ||||||
|
|
β (SE) | .197 (.033) | .224 (.070) | N/A | ||
|
|
P value | <.001 | .002 | N/A | ||
| Office visit | ||||||
|
|
β (SE) | .317 (.003) | .184 (.002) | .145 (.002) | ||
|
|
P value | <.001 | <.001 | <.001 | ||
| Income | ||||||
|
|
β (SE) | −.0003 (.0001) | −.0002 (.0001) | N/A | ||
|
|
P value | <.001 | .06 | N/A | ||
| Education attainment | ||||||
|
|
β (SE) | .103 (.017) | .121 (.036) | N/A | ||
|
|
P value | <.001 | .001 | N/A | ||
| Medical problems | ||||||
|
|
β (SE) | .011 (.0002) | .016 (.0003) | .042 (.001) | ||
|
|
P value | <.001 | <.001 | <.001 | ||
| Constant | ||||||
|
|
β (SE) | .453 (.015) | .503 (.030) | N/A | ||
|
|
P value | <.001 | <.001 | N/A | ||
| Marital status FE | Yes | Yes | Yes | |||
| Insurance FE | Yes | Yes | Yes | |||
| Month FE | Yes | Yes | Yes | |||
| Observations | 301,281 | 301,281 | 301,281 | |||
| R 2 | 0.13 | 0.066 | 0.052 | |||
aUsing a panel data set, we estimated pooled OLS, RE, and FE models to examine the relationship between the COVID_Period×Minority (main independent variable) and patient portal use (DV). 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.