Comparing ACS data from different geographic levels (ZCTA vs. census tracts)

I have a related question... we've noticed that total estimated population is about 20K lower for ZCTAs than it is for counties and tracts in the 2020 ACS 5-year. What could explain this "gap"?

Is this a relic of sampling methods? Perhaps respondents didn't enter in a ZIP that has a counterpart in the ZCTA file?

I don't believe ZCTAs cover the entire country.
It's definitely not based on the respondents' ZIP; ZCTAs are explicitly different than mailing zip codes, based on coordinate location, not address.

Bernie said:

I don't believe ZCTAs cover the entire country.

That's right, they don't.

Margins of error might also account for some of the difference.

For 2017-2021, I'm counting a total tract (and county) population of 333,036,755, and a total ZCTA population of 333,032,934, or a difference of 3,281.

For 2016-2020, the difference is 21,905.

for 2015-2019, the difference is 17,490.

The ACS "raw" data, i.e. the survey form answers, is based on something called the Master Address File, which contains geocoded data for each structure in the US.  You can look up an address in the MAF using the census geocoder, https://geocoding.geo.census.gov/geocoder/geographies/onelineaddress?form. Every physical "address" has an assigned value for every level of geography, block group, tract, ZCTA (zip code tabulation area), county state PUMA etc.etc.  Note ZCTA's are not the same as postal zip codes which change all the time. ACS population totals and some "marginals" (hispanic and race for example) are controlled at the county level. If you take the ACS values for total population B01003 and add them up across all the tracts in a county you will get the total population for the county. Tracts in a zcta do not necessarily add up to the total population of the ZCTA.   Counties add up to states. Some other characteristics are "controlled." For example the number of females in all the tracts in a county add up to the number of females in the county (B01001) -- I think.  In general "things" don't "add up." The ACS is a survey and the numbers on data.census.gov are estimates with sampling error.

www.census.gov/.../2021-01.html

Thanks, that does make sense. And as I re-read the documentation, I see it was says ZIPs are coming from MAF/TIGER.

Something that is confusing me, though, is that is says "all inhabited areas have 2020 ZCTA coverage". Shouldn't this imply that all population is accounted for? Maybe they're referring to inhabited areas according to the decennial count?

Yes, it does appear that the margins of error are on average higher for ZCTAs than for county or tract.

My math for 2016-2020:

*nulls excluded

Yes, it does appear that the margins of error are on average higher for ZCTAs than for county or tract.

My math for 2016-2020:

*nulls excluded