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Kim Young-ik’s Economics SchoolOctober 31, 2026

With leading indicators turning down, the flow of money is changing | Professor Kim Young-ik

An independent exercise, not a statement by the video creator or verification of every claim in the video.

Comparing quarterly 1% with annualized 3.4% directly can reverse the ranking

Suppose hypothetical country A has seasonally adjusted real GDP growth of 1% quarter on quarter, while country B reports 3.4% at an annualized quarterly rate. Annualizing A gives ((1.01 to the power of 4) − 1) × 100, or about 4.06%. Converting B to quarterly growth gives ((the 4th root of 1.034) − 1) × 100, or about 0.84%. Although 3.4 exceeds 1 numerically, A grew faster during the quarter on a common basis. Annualization compounds that quarter’s rate; it is neither a forecast of subsequent results nor year-on-year growth.

Check for yourself

  1. Are the figures seasonally adjusted quarterly rates, annualized quarterly rates or year-on-year rates?
  2. Have revisions to advance estimates and differences in growth composition been checked?

Limits of application

This hypothetical comparison illustrates reporting conventions rather than ranking actual countries or forecasting next year. Displayed values are rounded and assume consistent real, seasonally adjusted measures. Growth rates alone do not determine economic size, living standards, the level gap to potential GDP or equity returns.

What to look for
Understand why a slowdown forecast can coexist with strong current activity and how to distinguish coincident from leading indicators.
Why it matters
Separate official releases from personal models, align growth-rate comparisons and examine how yield spreads change to identify conditions that could alter a forecast.

Timeline

5 segments
  1. The presenter uses the yield spread, news sentiment and a personally modified leading-indicator model to forecast weaker activity and advocate lower equity exposure. A personal model is not an official predetermined statistical path, and sentiment lead times vary with the indicator, sample and method rather than applying mechanically to every economic variable. Because leading indicators include stock-market information, co-movement is not independent proof of forecasting success, and the trading view is distinct from a validated universal rule.

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Educational information only; not investment advice.