Indicators · Households
Private jobs outside care
Normal Direct evidence
Private employers outside health care and social assistance added 424 thousand jobs over the twelve months to Oct 2026. Health care and social assistance added 519 thousand jobs, and government jobs fell by 58 thousand.
The change over twelve months is lower than 69% of the readings since 1991.
US recessions Periods when this signal was on
What it measures
US private jobs added over twelve months outside health care and social assistance.
Why it matters
Health care and social assistance have accounted for most US job growth. They are mostly paid for by government, so in a downturn public budgets decide whether they keep hiring.
When it triggers
Triggers when private employers outside health care and social assistance have no more jobs than a year earlier while health care and social assistance are still adding jobs.
Where it fits
What happens to people who lose their jobs. The argument predicts: Employment among 25–54-year-olds falls while their unemployment rate stays level, and health care and social assistance keep hiring while private jobs outside them stop growing.
Other possible causes. Recoveries in which hiring lags, an ageing population, or government hiring and job cuts.
The prediction
Open Set 8 Oct 2026
- If we are wrong846 thousand or above
- Now424 thousandOct 2026
- Start192 thousandSep 2026
- If we are rightzero or belowby Sep 2027
If our view is right, the number of private jobs added outside health care and social assistance over twelve months reaches zero or below by Sep 2027, the threshold at which its rule triggers. The date is a year after the start, the span the rule measures. The prediction is met only when the rule triggers, which also needs health care and social assistance to have added jobs over the same twelve months. Reaching it counts as evidence only if no US recession signal was on during the period it measures, or in the three months after, and the prices US businesses charge were not rising faster than in 95% of quarters from 1990 to 2019.
If it is at 846 thousand or above on two consecutive readings, that counts against our view. That level is the start, 192 thousand, raised by 654 thousand, the median size of its change over twelve months (the span its rule measures) from 1990 to 2019. The deadline refers to the period the data cover. If it passes without a reading of zero or below, that counts somewhat against our view.
When the rule was set
The rule was set on 8 Oct 2026, when it was not triggered.
How often it has been on
Applied to past data at the end of each month from Apr 1991, using only what had been published by then, it was on in 24% of months to 2019 and 24% since 2020. More than six months from any US recession as dated by the National Bureau of Economic Research, it triggered once, in Nov 2024. The rule was set with these years in view, so these figures cannot show how well it predicts.
Past triggers
On the data published at the time, it triggered in May 2001, Mar 2008, Apr 2020 and Nov 2024.