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Debt cycle stage

Where an economy sits in its long-term debt cycle, read from how much private and public debt it carries and which way it is moving.

Ray Dalio’s long-term debt cycle (Principles for Navigating Big Debt Crises, 2018), with Hyman Minsky’s financing postures and Carmen Reinhart and Kenneth Rogoff’s crisis record behind it. Dalio’s finer phases (top, depression, beautiful deleveraging, normalization) are folded into four stages the annual data can tell apart.

Stages describe where a country sits against its own past and other countries. They are not ratings: no stage is better or worse than another, and Palanor never sorts countries by one.

Publishing stages · 71 countries · yearly, 1990 on · method v1, pre-registered 2026-10-22

Passes the pre-registered episode check: 8 of 8 episodes read as expected (0 missed, 0 untestable).

The stages

  1. 1. Early cycle

    Debt is moderate and growing roughly in line with income.

  2. 2. Leveraging

    Private credit is growing much faster than the economy.

  3. 3. Late cycle

    Debt is high and its service takes a large share of revenue; growth in credit has stalled.

  4. 4. Deleveraging

    Private debt is shrinking relative to income, usually while public debt rises.

Early cycle71% · coverage 100% · as of 2025-12-31

Early cycle. 3 of 5 indicators that speak to this stage sit at or near its range. Private credit, 5-year change (pts of GDP) reads +4.53, within -6.0 – +10.0. Government debt, % of GDP disagrees at 69.5%, reading as Leveraging.

Where each country has been

One row per country, alphabetical; one cell per year, shaded by the leading stage. Hatched cells were withheld: too little of the evidence was published to place the country. Select a country for its reading and evidence.

Country19901995200020052010201520202025Latest
ArgentinaEarly cycle 2025
AustraliaLate cycle 2025
AustriaEarly cycle 2025
BahrainWithheld
BelgiumEarly cycle 2025
BoliviaDeleveraging 2025
BrazilLate cycle 2025
BulgariaEarly cycle 2025
CanadaWithheld
ChileDeleveraging 2025
ChinaLeveraging 2025
ColombiaDeleveraging 2025
Costa RicaEarly cycle 2025
CroatiaEarly cycle 2025
CyprusDeleveraging 2025
CzechiaEarly cycle 2025
DenmarkDeleveraging 2025
DR CongoEarly cycle 2025
EcuadorEarly cycle 2025
EgyptLate cycle 2025
EstoniaEarly cycle 2025
EthiopiaWithheld
FinlandLate cycle 2025
FranceLate cycle 2025
GermanyEarly cycle 2025
GreeceDeleveraging 2025
HungaryEarly cycle 2025
IcelandDeleveraging 2025
IndiaEarly cycle 2025
IndonesiaEarly cycle 2025
IranWithheld
IraqEarly cycle 2025
IrelandEarly cycle 2025
IsraelEarly cycle 2025
ItalyDeleveraging 2025
JapanLate cycle 2025
JordanLate cycle 2025
KuwaitEarly cycle 2025
LatviaEarly cycle 2025
LithuaniaEarly cycle 2025
LuxembourgEarly cycle 2025
MaltaEarly cycle 2025
MexicoEarly cycle 2025
NamibiaDeleveraging 2025
NetherlandsDeleveraging 2025
New ZealandDeleveraging 2025
NorwayDeleveraging 2025
OmanEarly cycle 2025
PanamaDeleveraging 2025
ParaguayEarly cycle 2025
PeruEarly cycle 2025
PolandDeleveraging 2025
PortugalDeleveraging 2025
QatarDeleveraging 2025
RomaniaEarly cycle 2025
RussiaEarly cycle 2023
Saudi ArabiaWithheld
Sierra LeoneEarly cycle 2025
SlovakiaEarly cycle 2025
SloveniaEarly cycle 2025
South AfricaDeleveraging 2025
South KoreaLeveraging 2025
SpainDeleveraging 2025
SwedenEarly cycle 2025
SwitzerlandDeleveraging 2025
TurkeyEarly cycle 2025
United Arab EmiratesEarly cycle 2024
United KingdomDeleveraging 2025
United StatesDeleveraging 2025
UruguayEarly cycle 2025
ZambiaLate cycle 2025
Early cycleLeveragingLate cycleDeleveragingWithheld

How it is read

Each indicator has a range for every stage it speaks to, in its own units. A value inside a range counts fully for that stage and less the further outside it falls. Stage fits become probabilities; the leading stage is published only when at least 60% of the indicator weight is readable and fresh, a strong stage’s named evidence agrees (gates), and a challenger leads the current stage by 15 points before the call changes.

IndicatorWeightEarly cycleLeveragingLate cycleDeleveraging
Private credit, 5-year change (pts of GDP)change over 5 years33%-6.0 – +10.0> +12.0-8.0 – +12.0< -10.0
Private credit, % of GDP20%< 80.0%> 30.0%> 100.0%> 70.0%
Government debt, % of GDP20%< 60.0%< 90.0%> 80.0%> 60.0%
Government debt, 5-year change (pts)change over 5 years13%-10.0 – +8.0-10.0 – +10.0> 0.0> +5.0
Interest, % of government revenue13%< 8.0%< 10.0%> 10.0%> 8.0%

Gates: Leveraging needs private credit, 5-year change (pts of gdp) at or near its range; Deleveraging needs private credit, 5-year change (pts of gdp) at or near its range.

The publish gate

Before any reading was computed, Palanor named known episodes and the stages they should read as. A schema publishes stages only if at least two episodes read as expected and hits outnumber misses. Misses stay on this page.

EpisodeExpectedRead (years)Outcome
Spain, 2005–2008LeveragingLeveraging 3, Early cycle 1hit
Spain, 2012–2016Late cycle or DeleveragingDeleveraging 5hit
Ireland, 2004–2008LeveragingLeveraging 3, Early cycle 2hit
Japan, 1999–2005Late cycle or DeleveragingDeleveraging 5, Late cycle 2hit
China, 2009–2017Leveraging or Late cycleLeveraging 8, Early cycle 1hit
United States, 2010–2013Late cycle or DeleveragingLate cycle 2, Deleveraging 2hit
Argentina, 2001–2003Late cycle or DeleveragingEarly cycle 1, Late cycle 1, Deleveraging 1hit
Greece, 2012–2018Late cycle or DeleveragingLate cycle 4, Deleveraging 3hit

What it cannot see

Private credit is domestic bank and market credit to the private sector (World Bank, from IMF statistics); it misses cross-border and shadow lending. Government debt is general government where the OECD or the IMF publishes it. A stage is a position, not a forecast of a crisis.

References

  1. Ray Dalio, Principles for Navigating Big Debt Crises (2018).
  2. Hyman P. Minsky, Stabilizing an Unstable Economy (1986).
  3. Carmen M. Reinhart and Kenneth S. Rogoff, This Time Is Different: Eight Centuries of Financial Folly (2009).

Recomputed weekly · last 2026-10-22 · signals country.<iso3>.schema.debt-cycle.stage and .position · How Country Schemas work

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