We see large corrections in employment numbers when there's rapid changes in the job market that mess with the models, or when the changes are focused towards small companies. Right-wingers have somehow decided that all of this is instead due to the BLS somehow being out to get Trump, despite there being no significant changes to how the jobs report is made since the mid-90s.
You can have non-biased indicators that have error with mean 0.
Maybe a better question, when judging current operations, is how precise the biased estimates are becoming overtime. Is the size of the error increasing or decreasing.
I think we created a new status for Uber/Deliveroo and other workers to put them out of the category three years ago and it fixed a lot of our employment data issues.
These are two separate metrics, they measure different things, and the figures often differ (unsurprisingly).
The BLS "establishment" survey (aka Current Employment Statistics, CES) surveys 120k+ businesses and government agencies, it measures jobs (not people), counting the number of payroll positions. This is "non-farm payroll employment", excluding the self-employed, farm workers, and private household workers.
The BLS "household" survey (aka Current Population Survey, CPS) surveys ~60k households, measuring individuals, whether they are employed, unemployed, or not in the labour force. These data are used to calculate the unemployment rate and labour force participation. This includes farm workers, the self-employed, and domestic workers.
You assume the data gatherers were at fault... <chuckle>
These data gatherers work for their government. How do you ensure they're happy to gather and publish data which is essentially critical of that very government?
Such simple statistics and data gathering should be simple for a federal organization.
Simple?! "Sweet summer child..."
On a more serious note, how would one ensure that a government department be sufficiently independent that it can publish data (implicitly) critical of its own political leaders without fear of retribution?
Answers on a postcard, please...
This was broken long before DOGE was a thing:
https://seekingalpha.com/news/4142722-why-was-there-such-a-b...
"There's still ongoing chatter about the huge revision to U.S. job growth seen yesterday and what it might signify for the economy and markets. 818,000 jobs were wiped out in the 12 months through March 2024 (or 68,000 per month), resulting in the biggest downward adjustment since the global financial crisis."