Table 5.
Effect of COVID-19 on digital divide: variety of functionalitya.
| DVb: Gini (Functionality) | OLSc | REd | FEe | ||||
| COVID_Period | |||||||
|
|
β (SE) | −.002 (.001) | −.001 (.0005) | −.0004 (.0005) | |||
|
|
P value | <.001 | .01 | .44 | |||
| Minority | |||||||
|
|
β (SE) | .002 (0.001) | .002 (0.001) | N/Af | |||
|
|
P value | .002 | .05 | N/A | |||
| COVID_Period×Minority | |||||||
|
|
β (SE) | −.004 (.001) | −.004 (.001) | −.003 (.001) | |||
|
|
P value | <.001 | <.001 | .001 | |||
| Age | |||||||
|
|
β (SE) | −.0003 (.00002) | −.0004 (.00003) | N/A | |||
|
|
P value | <.001 | <.001 | N/A | |||
| Male | |||||||
|
|
β (SE) | .004 (.0005) | .004 (.001) | N/A | |||
|
|
P value | <.001 | <.001 | N/A | |||
| BMI | |||||||
|
|
β (SE) | −.00001 (.00003) | .00003 (.00005) | N/A | |||
|
|
P value | .71 | .58 | N/A | |||
| Abnormal BPg | |||||||
|
|
β (SE) | .0004 (.0005) | .0004 (.001) | N/A | |||
|
|
P value | .38 | .65 | N/A | |||
| COVID problem | |||||||
|
|
β (SE) | .021 (.003) | .023 (.006) | N/A | |||
|
|
P value | <.001 | <.001 | N/A | |||
| Ln(Usage+1) | |||||||
|
|
β (SE) | −.128 (.0003) | −.127 (.0003) | −.126 (.0003) | |||
|
|
P value | <.001 | <.001 | .001 | |||
| Office visit | |||||||
|
|
β (SE) | .004 (.0003) | .003 (.0003) | .001 (.0003) | |||
|
|
P value | <.001 | <.001 | .001 | |||
| Mobile usage % | |||||||
|
|
β (SE) | .008 (.001) | −.015 (.001) | −.042 (.001) | |||
|
|
P value | <.001 | <.001 | .001 | |||
| Income | |||||||
|
|
β (SE) | .00002 (.00001) | .00002 (.00001) | N/A | |||
|
|
P value | .007 | .15 | N/A | |||
| Education attainment | |||||||
|
|
β (SE) | −.018 (.002) | −.018 (.003) | N/A | |||
|
|
P value | <.001 | <.001 | N/A | |||
| Medical problems | |||||||
|
|
β (SE) | .0003 (.00002) | .0003 (.00003) | .0004 (.0001) | |||
|
|
P value | <.001 | <.001 | .001 | |||
| Constant | |||||||
|
|
β (SE) | .928 (.002) | .931 (.003) | 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 | 0.575 | 0.527 | 0.495 | ||||
aUsing a panel data set, we estimated pooled OLS, RE, and FE models to examine whether the relationship between COVID_Period×Minority (main independent variable) and variety of functionality (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.