Regimes — Methodology

What this page is

Regimes names the stage of the cycle each month has been in, from State of the Economy's three gauges, by rules written down before the engine was built. This page is those rules, in full, and the record of the one test that decided what the third gauge is allowed to do.

The rules are transcribed from the ratified decision record (REGIME-DR-1 v3 (ratified 2026-09-19)). The stage table, the stress episodes and the settling counts are read from the engine's own route as this page renders. Two sets of figures are quoted from the gates that measured them: the Forward Stress test's, and the shares of changed months near turns.

The laws

lawwhat it binds
Fixed rules, set in advanceThe rules below were written into the decision record and ratified before the engine was built. They are not fitted to the record they classify.
Every claim tested against the recordA claim reaches a surface only after it has been run over the whole record and its result recorded — including when the result is that the claim fails.
Counts, never probabilitiesEvery "what followed" on the Regimes page is a count of periods in this record. None of them is a forecast, and none is expressed as a likelihood.
Point-in-time honestyThe gauges are read as first published, from the vintage score table — not as later revisions made them look — as far as the archived first prints reach; where they do not, the older record is partly today’s data, read only once it had been published, and the methodology measures how much.
IndependenceThe regime reads the State of the Economy’s three gauges and nothing else. No feature depends on another: State of the Economy, the Capitulation Monitor, the Housing Cycle and Economic Breadth each stand on their own principles. A synthesis of what they mean together is a separate surface, written after the pillars exist. Amended October 3, 2026: a feature classifies only on its own gauges; its record may describe the world it happened in. The Capitulation Monitor describes washouts by the regime’s stage, and is permitted under that wording.

The vocabulary

Three words, and they do not trade places.

wordwhat it names
perioda run of months in one stage
episodea run of the stress signal
stageone of the four

The feature is Regimes. The words spell, era and band do not name any of these.

What each month carries

Context per month, point-in-time: M, FS, IR (0–100; 50 the median; FS higher = healthier; IR lower = more strained); dM, dFS (3-month change); tr6 (IR’s 6-month change; positive = easing); side (+1 core PCE above 2%, −1 below); FS’s own 12-month high.

M is Momentum, FS is Forward Stress, IR is the Inflation Regime gauge — the three State of the Economy composites, read as first published — at least 85% first-published from Sep 2016; earlier years partly use today's revised data, read only once it had been published (how much).

The four stages, and the rules that name them

Four ordered stages — Recovery · Expansion · Slowdown · Contraction — classified on Momentum. Forward Stress enters only in the frozen Contraction rule's compound branch. First match wins.

#stagethe rule, verbatim
1ContractionM < 30, or (M < 40 and dM ≤ −5 and FS < 40) — the frozen v5 form.
2Recoveryentered after a Contraction period, with two months’ confirmation (the Contraction rule off and dM > 0, two months running); held while M < 60 and M ≥ (post-contraction trough + 5) and dM ≥ −3; exits to Expansion at M ≥ 60 or after 24 months; to Contraction by rule 1; to Slowdown if M falls back below trough + 5. A Contraction may exit directly to Expansion when M ≥ 60 on the exit month (2020’s V).
3Slowdown(M < 50 and dM ≤ 0) or M < 45.
4Expansioneverything else with M ≥ 45.

What each stage has done in this record

Read from the engine as this page loaded — the same rows the Regimes page's stage cards carry, over the record from Aug 1981.

stageperiodsmedian lengthbecame a Contraction within 18 months
Contraction66.5 months— (it is the Contraction)
Recovery54 months1 of 5
Slowdown133 months5 of 13
Expansion1327 months3 of 13

Counts of what followed in this record, never probabilities.

Persistence, and how a stage is left

Persistence. M < 30 → Contraction immediately; the compound Contraction rule, or a Slowdown with dM ≤ −8 → 2 months’ confirmation; everything else → 3.

Exit thresholds. Slowdown leaves at M ≥ 55 or (M ≥ 50 and dM > 0 two months running); Contraction leaves only via Recovery, or straight to Expansion at M ≥ 60. Order: forward skips allowed; Contraction → Recovery (or Expansion at M ≥ 60) only. The latest months carry the standing stage with a forming note ("Slowdown forming, 2 of 3").

The direction words. cooling (dM ≤ −8 in 2 of the last 3 months) · firming (dM ≥ +8 in 2 of 3) · else none. Every direction word carries two-month persistence: a word changes only after two months of the new condition.

The inflation overlay

level = the Inflation Regime gauge’s own word (house_ladder: unusually calm · calm · neutral · strained · severely strained on the 80/60/40/20 edges); direction = rising (tr6 ≤ −5) · stable · easing (tr6 ≥ 5).

The overlay never changes the stage; it is read beside it. The top two bands of that ladder once shared the word “calm”; the top one now reads “unusually calm”.

On State of the Economy's banner the stage comes first, and inflation is read on the line below it — today, “Inflation: Neutral, stable”. The stage is named on Momentum; inflation is read beside it, never into it.

The stress signal

The stress signal opens when Forward Stress is ≥ 20 below its own 12-month high with M ≥ 50 for 2 consecutive months; it closes when Forward Stress is within 10 of its 12-month high for 2 months, or when the stage leaves Expansion.

Every episode since 1981

openedclosedmonthsa Contraction followed within 18 monthsS&P 500 TR, 12 months from the open
Oct 1984Mar 19856no+17.9%
Apr 1989Jul 19894no+15.5%
Sep 2000Dec 20004yes−27.9%
Dec 2006Jul 20078yes+6.3%
Mar 2019Nov 20199yes−3.6%
Jun 2022May 202312no+13.3%

The fourth column tests the stage — whether a Contraction period began within eighteen months. The adjudication below tested something different: whether an NBER recession began. The two can disagree on one episode, and below they do.

Why Forward Stress does not name the stage

Momentum names the stage. Forward Stress enters one branch of one rule and otherwise sits beside the stage as a signal. That is not an assumption; it is the result of a test that was written down in full — question, tiers, candidates and the bar — before it was run.

The question. Does Forward Stress carry information about coming deterioration that the four-stage growth classification does not already carry — and if so, which kind of deterioration, how far ahead, at what false-alarm cost?

The outcome tiers, tested separately, never aggregated

tierthe events
T1 economicthe 5 NBER recessions since 1981 (primary)
T2 economic deterioration without recessionEconomic Breadth net < 0 for ≥ 3 consecutive months, on the revised record
T3 marketQUAD-1’s ≥ 20% drawdowns and, weaker, ≥ 10% corrections, from the S&P total-return chain, peak to trough

The six candidates

#readingthe condition
1levelFS < 40 while M ≥ 45
2directiondFS ≤ −8 in 2 of 3 months while M ≥ 50
3drawdown from highFS ≥ 20 below its own 12-month high while M ≥ 50
4stress-led SlowdownM < 55 and FS < 40 joins Slowdown’s rule
5stress-led ContractionM < 45 and FS < 40 joins Contraction’s rule
6tie-breakerwithin 3 points of the 50 cut, FS ≥ 45 keeps Expansion, FS < 45 sends Slowdown

The bar, set before the run

The bar, applied per tier and stated as descriptive, not statistical: an episode-level hit on ≥ 4 of 5 T1 events with each lead listed; false alarms ≤ hits; AND the incremental test shows FS earlier than the growth stage by ≥ 2 months on at least 3 of 5. A candidate meeting the bar on T3 but not T1 is a market-stress signal, not an economic classifier, and is reported as such.

What happened

The original run's own verdict: no candidate met the bar on T1 or T3. Read as a level (FS < 40 at any Momentum; the stress-led Slowdown and Contraction; the tie-breaker at the 50 cut) FS added nothing the growth stage did not carry — one hit in four recessions, ten months after the growth stage’s own warning, or no tallied episode at all. Read as a fall from its own recent level it did.

Re-run using only the data available at the time, the verdict held. The one hit for a level reading was the tie-breaker's, and it came five months after the growth stage's own warning.

So FS stays out of the classification, and its direction is served beside the stage as a signal with its record.

The reading that did carry something is candidate 3 — the fall from Forward Stress's own twelve-month high — and it is the rule the stress signal is built on. Against the recessions it fired early three times:

NBER recessionthe growth stage's first warningthe signal firedearlier bylead to the recession
Aug 1990Jul 1989Apr 19893 months16 months
Jan 2008Jul 2007Dec 20067 months13 months
Mar 2020Mar 2020Mar 201912 months12 months

Candidate 3 was tallied over five episodes: three hits, each earlier than the growth stage’s own first warning, and two false alarms in 45 years — 1984-10 and 2022-06. A sixth opening, 2000-09, was excluded by the pre-registered rule that an episode opening inside a drawdown already under way is not tallied. Three of five is not four of five, so the bar was not met.

The rows above and in the tiers are quoted from the adjudication re-run on the as-known record. The run's month-by-month tables live in gate publag_3_fs_adjudication_tables.md (the original run is regime_1_fs_adjudication.md). The episode table higher up is served live by the engine, which is why its fourth column and this one count different things.

How a first read settles

The stage is classified on data as it was first published — at least 85% first-published from Sep 2016; earlier years partly use today's revised data, read only once it had been published (how much). That data is then revised, so the same rules run over today's record can name a different stage for a month already on the chart. Over the whole record that happens in 68 of 542 months.

The changes are not spread evenly, and three patterns in them are worth a reader's attention. They concentrate in one direction — 32 of the 68 changes (under half) are a month first read as an Expansion that settles as a Slowdown. They concentrate near turns, at roughly a third of changed months against a fifth of all months. And they concentrate in recent months: a month whose data is still inside the three-year settling window is about 3 times more likely to be carrying a stage that will change than one whose data has settled. Part of that contrast is built in, because an older first read already carries some of today's data.

For the stage the site reads today, the counts are on the Regimes page itself, under "How firm is this reading?". The three-year window is the same convention the Revisions Ledger uses to call an observation settled, so the two features measure settling the same way.

The site shows the point-in-time stage regardless, and that is deliberate rather than a limitation. A chart that showed each month as today's data classifies it would read the whole record with knowledge no reader ever had, and would quietly improve every past call the engine made. Showing the first read keeps the record as honest about what was knowable when as the archives allow — and this section is how the difference is disclosed instead of hidden.

What “as first published” means here

Where the site reads the gauges “as first published” or “point-in-time”, each month is scored from the data as it stood about five weeks after the month began — where an archived copy of that data exists. Where none exists, that part of the month is scored from the latest figure that had been published by then, at today's revised value — never from a figure that had not yet come out. So the older record is only partly first-published in its values, though right in its timing; the recent record is first-published almost throughout.

How much, by era. Of the weight each gauge actually used, the share that was first-published — every gauge stays at or above 85% from Sep 2016:

YearsMomentumForward StressInflation Regime
1964–8035%—0%
1981–8935%52%8%
1990–9933%52%12%
2000–0938%65%74%
2010–1484%76%80%
2015–now100%90%97%

The daily record reads the same, era by era (within 3 points). The Time Machine's coverage figure is a different measure — the share of each gauge's full design weight. It counts inputs that are never revised as first-published even in years before they existed, and any other input that did not exist yet as not first-published. So for the oldest years it reads higher than this table for Forward Stress and Inflation Regime, and lower for Momentum.

Which inputs lack first prints, and until when.

  • Momentum: first prints begin for goods payrolls (7% of the gauge) from Aug 1971, real retail sales (11% of the gauge) from Jun 2001, continuing jobless claims (6.75% of the gauge) from Sep 2009, real personal income (9% of the gauge) from May 2010, services payrolls (18% of the gauge) from Feb 2011, services hours worked (13.5% of the gauge) from Feb 2011 and real spending on services (13.5% of the gauge) from Feb 2013.
  • Forward Stress: first prints begin for building permits (13% of the gauge) from Aug 1999, initial jobless claims (6.25% of the gauge) from May 2009, business-loan delinquencies (2.7% of the gauge) from May 2011, business-loan charge-offs (1.8% of the gauge) from May 2011, real core capital-goods orders (11.25% of the gauge) from Mar 2015 and the G7 leading indicator (1.95% of the gauge) from Jul 2018. The excess bond premium (9%) has no archive at all, so it is always today's revised data.
  • Inflation Regime: first prints begin for core PCE inflation (12 months) (35% of the gauge) from Jul 2000, core PCE inflation (3 months) (20% of the gauge) from Jul 2000 and median CPI inflation (20% of the gauge) from Sep 2016.

What it means for the older record. A reading from the years the table shows as partly first-published is partly today's understanding of that time, not only what a reader could have seen then. Comparisons between a month's first-published reading and its revised reading are narrower there than they would be with complete first prints, because part of both is the same revised data.

The basis

The served timeline is point-in-time — the gauges as the vintage score table records them as first published, where an archived first print exists, and otherwise at the latest figure that had been published by each month’s decision date (the section above gives how much). The revised record is computed by the same function from today’s data and differs from it in 68 of 542 months. Both are served, and each surface names which one it is reading.

The Regimes page reads the point-in-time record (this render: point-in-time). The what-changed table in State of the Economy's Time Machine reads the same engine on whichever basis that surface declares.