What if Thailand's household debt traps it in stagnation?
Thailand's 91%-of-GDP household debt plus aging traps it in stagnation: this is a slow-grind growth drag, not a market event — the near-zero cascade is correctly sized, expressing soft baht and pinned bank lending. Rhymes with Japan-style balance-sheet stagnation more than any acute crisis. Transmission is largely domestic via constrained consumer credit. Forward: tourism dependence on Chinese arrivals adds a second drag, so the cleaner trade is structural underweight Thai banks/consumer rather than a macro hedge.
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The butterfly cascade
How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.
Resolution timeline — how this probability is moving
Our model's odds (electric blue) over time vs the market's (Polymarket, amber), from the past toward the 1–3 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. Loading the probability audit trail…
What it would mean
If this plays out, it is a risk-off shock. Thailand's 91%-of-GDP household debt and aging population trap it in stagnation, pinning the baht and bank lending. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Growth surprise ▼ — which propagate through our causal graph to the markets below.