• Representativeness disclaimer
  • Material hardship
    • Sources of material hardship
    • Child Care
  • Caregiver mental health problems
    • Child Care
  • Child mental health problems
    • Child Care

Representativeness disclaimer

These analyses are based on responses collected from 8867 caregivers between the dates of March 01, 2020 and December 01, 2020. These caregivers represent a range of voices: 8.70% are Black/African American, 16.61% are LatinX, and 29.25% live at or below 1.5 times the federal poverty line. Proportions/percentages are calculated based on the item-level response rates, not out of the total sample size. The data for these analyses are not weighted.

Material hardship

Which needs are hard to pay for?: - Food - Housing - Utilities (electric, water, trash) - Healthcare - Social - Emotional - Childcare - Other

Caregivers grouped into two categories: trouble paying for 1+ basic need, or no trouble paying for any.

For these analyses, data collected in even numbered weeks starting in August were merged with data in the previous week – this was due to a shift to a recruitment strategy that prioritized recruiting underrepresented communities and marginalized caregivers every other week.

Sources of material hardship

Child Care

Data come from ChildTrends. Legislation related to providing additional funding to childcare providers who offer care to children of essential workers.

Funding to childcare providersNo legislation010203040
Funding to childcare providersNo legislationPercent
0204060
Funding to childcare providersNo legislationPercentBlackLatinXWhite
0204060
Funding to childcare providersNo legislationPercentHigh IncomeLow Income
020406080020406080
Funding to childcare providersNo legislationPercentHigh incomeBlackHigh incomeLatinXHigh incomeWhiteLow incomeBlackLow incomeLatinXLow incomeWhite

Statistical tests

Statistical model with three-way interaction
term estimate std.error statistic p.value
(Intercept) 0.27 0.01 30.90 < .001
No legislation -0.01 0.02 -0.81 .419
Black 0.20 0.03 7.06 < .001
LatinX 0.12 0.02 5.90 < .001
Low Income 0.42 0.02 25.91 < .001
No legislation:Black -0.10 0.06 -1.65 .099
No legislation:LatinX 0.04 0.05 0.79 .432
No legislation:Low Income -0.02 0.03 -0.78 .433
Black:Low Income -0.25 0.04 -5.61 < .001
LatinX:Low Income -0.09 0.03 -2.79 .005
No legislation:Black:Low Income 0.17 0.09 1.88 .060
No legislation:LatinX:Low Income -0.03 0.08 -0.39 .695
Statistical model with race by income
term estimate std.error statistic p.value
(Intercept) 0.26 0.01 34.89 < .001
Black 0.18 0.03 7.12 < .001
LatinX 0.13 0.02 6.76 < .001
Low Income 0.41 0.01 29.95 < .001
Black:Low Income -0.21 0.04 -5.44 < .001
LatinX:Low Income -0.09 0.03 -3.11 .002
Statistical model with legislation by race
term estimate std.error statistic p.value
(Intercept) 0.39 0.01 49.09 < .001
No legislation 0.01 0.02 0.38 .705
Black 0.16 0.02 6.89 < .001
LatinX 0.13 0.02 7.59 < .001
No legislation:Black -0.03 0.05 -0.64 .525
No legislation:LatinX 0.03 0.04 0.71 .481
Statistical model with legislation by income
term estimate std.error statistic p.value
(Intercept) 0.30 0.01 39.98 < .001
No legislation -0.03 0.02 -1.77 .077
Low Income 0.39 0.01 28.84 < .001
No legislation:Low Income 0.00 0.03 -0.09 .928
0204060
Funding to childcare providersNo legislationPercentDual parentSingle parent
0204060
Funding to childcare providersNo legislationPercentChild with disabilityNo disability
AprJulOct20304050
Funding to childcare providersNo legislationPercent

Caregiver mental health problems

Caregivers report levels of anxiety, depression, loneliness and stress. All variables are POMP scored (i.e., rescaled to have a minimum value of 0 and maximum of 100) and these scores are averaged to create a single mental health composite.

Child Care

Data come from ChildTrends. Legislation related to providing additional funding to childcare providers who offer care to children of essential workers.

Funding to childcare providersNo legislation010203040
Funding to childcare providersNo legislationMean
010203040
Funding to childcare providersNo legislationMeanBlackLatinXWhite
01020304050
Funding to childcare providersNo legislationMeanHigh IncomeLow Income
0204002040
Funding to childcare providersNo legislationMeanHigh incomeBlackHigh incomeLatinXHigh incomeWhiteLow incomeBlackLow incomeLatinXLow incomeWhite
01020304050
Funding to childcare providersNo legislationMeanDual parentSingle parent
02040
Funding to childcare providersNo legislationMeanChild with disabilityNo disability
AprJulOct30354045
Funding to childcare providersNo legislationMean

Child mental health problems

Caregivers report levels of child fussiness and fear. All variables are POMP scored (i.e., rescaled to have a minimum value of 0 and maximum of 100) and these scores are averaged to create a single child mental health composite.

Child Care

Data come from ChildTrends. Legislation related to providing additional funding to childcare providers who offer care to children of essential workers.

Funding to childcare providersNo legislation010203040
Funding to childcare providersNo legislationMean
010203040
Funding to childcare providersNo legislationMeanBlackLatinXWhite
010203040
Funding to childcare providersNo legislationMeanHigh IncomeLow Income
0102030405001020304050
Funding to childcare providersNo legislationMeanHigh incomeBlackHigh incomeLatinXHigh incomeWhiteLow incomeBlackLow incomeLatinXLow incomeWhite
010203040
Funding to childcare providersNo legislationMeanDual parentSingle parent
02040
Funding to childcare providersNo legislationMeanChild with disabilityNo disability
AprJulOct2530354045
Funding to childcare providersNo legislationMean