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. Author manuscript; available in PMC: 2023 Aug 21.
Published in final edited form as: J Res Educ Eff. 2022 Nov 1;16(3):419–441. doi: 10.1080/19345747.2022.2131660

Table 1.

Datasets used in state- and county-level comparisons.

Source Update frequency Unit of measurement Measure of onsite schooling Dates Data collection Question Sample size Weighting
Delphi U.S. CTISa Daily Household If children in household with children in 1st–12th grade are attending any onsite instruction 12/1/20–5/31/21 (excluding 12/23/20–1/2/21) Facebook platform-based survey Do any of the following apply to any children in your household (pre-K-grade 12)?
Going to in-person classes full-time;
Going to in-person classes part-time
1,277,837 respondents from all states and FIPS codes Facebook weights
Burbiob Weekly County Percentage of county offering onsite instruction Weeks of 12/4/20–5/28/21 (excluding last two weeks in December) Searches Internet for information on 1,200 districts; aggregates them to the county level, imputing for smaller counties Percentage of county offering: only virtual, combination, or traditional in-person schooling All counties County population
U.S. School Closure and Distance Learning Databasec Monthly School Percentage of schools open for onsite instruction Months of December 2020 - May 2021 SafeGraph GPS data on 80,785 public schools in the country Decline in total visits to school compared to the same month in 2019
At least 50% decline → “closed”
 Report the percentage of schools in the county that are closed
80,785 public schools District enrollment (for state-level comparisons)

Note: Overall comparison is on the monthly percentage of any in-person schooling in the state/county; All three sources cover nearly every United States county and cover all U.S. states.