u/Instabilityboy

The EU semiconductor risk conversation is too Taiwan-centric — the China→Korea causal chain is the bigger exposure [analysis]

I spent the last few weeks building a causal-modelling analysis of EU

semiconductor supply chain geopolitical risk, using GDELT event data

and Granger causality testing. Three findings I didn't expect:

  1. The highest-impact causal pathway for EU semiconductor exposure is

not Taiwan — it's the China → Korea industrial-output chain. Granger

testing shows Chinese political-risk shocks propagate to Korean

industrial output with a 6-8 week lag. Korea (Samsung, SK Hynix) is

arguably a more critical node for EU supply than Taiwan in several

sub-sectors, and it gets far less attention.

  1. Japan looks like a structural pivot. The 12-month trajectory shows

rising military-escalation signals and sharply falling

international-cooperation signals. The "Japan as reliable anchor"

assumption may be underweighting Tokyo's security-first realignment —

and Japan controls 60-70% of advanced photoresists.

  1. Russia's specialty-gas leverage (neon, krypton) was a real

2022-2024 disruption but is now largely neutralised — substitution to

Korean and Australian sources is 60-70% complete. By late 2026 this

vector is basically dead.

The methodology: GDELT 2.0 events → CAMEO classification → geo-weighted

risk indices → Granger causality network → statistical forecast

ensemble. Happy to discuss the approach or any of the findings.

The full node-country breakdown and scenario modelling got too long

for a Reddit post — happy to go deeper on any specific country or

the causal methodology in the comments if people are interested.

reddit.com
u/Instabilityboy — 5 days ago