Taiwan: The One Market Where Buying the Beat-and-Dip Actually Works

In 11 of the 12 markets we tested, buying a stock after an earnings beat and a 5%+ sell-off produces negative or flat abnormal returns. Taiwan is the exception. Post-earnings dip events in Taiwan mean-revert consistently, and the sharper the dip, the stronger the reversion.

Contents

1. The Signal
2. What We Found
3. The 10–20% Dip Is the Sweet Spot
4. Why Taiwan?
5. Practical Implications
6. Limitations
7. Takeaway

The Signal

The setup: a company beats earnings estimates (epsActual > epsEstimated), and the stock still drops 5% or more from T-1 close to T+1 close. The question is whether that sell-off reverses over the next 21–63 trading days.

Universe: TAI and TWO-listed stocks with market cap above NT$10B (roughly $300M USD). Data from FMP, 2014–2025. 384 total events.

Benchmark: SPY (used for cross-market consistency in the global study). CAR = Taiwan stock return minus SPY return.

Windows: T+5, T+10, T+21, T+63 trading days from T+1 close (dip bottom).

What We Found

Taiwan shows statistically significant positive reversion starting at T+10.

p<0.05, p<0.01

The first week is noise. By 10 trading days (two weeks), the reversion is measurable at +1.35% with a t-stat of 2.64. By 21 days (+1.76%, t=2.73), it's reliable. By 63 days (+3.04%, t=2.47), the recovery has extended, though the hit rate at 49% shows it's not universal — the mean is being pushed up by strong recoveries in a subset of events.

The 10–20% Dip Is the Sweet Spot

When the sell-off is sharper, the reversion is stronger. The 10–20% dip category (n=73) shows the most striking results.

The moderate 5–10% dip group is not statistically significant at the individual category level (t=1.25 at T+21) — too much noise in the smaller stock-level returns. The 10–20% dip group is. A sharp dip after a genuine earnings beat appears to be an identifiable overreaction in Taiwan's market.

The 20%+ category has zero events in the data — Taiwan's beat-and-dip events rarely produce sell-offs that severe with this market cap filter applied.

Why Taiwan?

The honest answer is we don't know for certain. A few factors are consistent with the pattern:

Information diffusion speed. Taiwan's equity market has a large retail investor base (retail trading accounts for over 60% of volume historically). Retail investors often sell first and ask questions later when a stock disappoints despite a headline beat. Institutional re-evaluation happens over weeks, not hours, which creates the recovery window.

Export and semiconductor concentration. A significant portion of Taiwan's qualified universe is in semiconductors and electronics, where earnings beats are often driven by component-level demand data that retail investors don't analyze closely. The disconnect between earnings quality and price reaction may be larger here.

Market cap filter effect. At the NT$10B threshold (approximately $300M USD), we're catching mid-cap Taiwanese companies where analyst coverage is thinner. Less coverage means slower price discovery and a longer drift window.

None of these explanations is definitive. The result is real — 384 events over 11 years with t-stats above 2.5 — but the sample is smaller than the US, and the data covers only one market regime (2014–2025 includes some strong bull periods for Taiwan tech).

Practical Implications

The T+10 entry window means a trader buying after two weeks of post-announcement consolidation would have captured most of the T+21 return in the 10–20% dip category. The T+5 period is noise, so early entries are penalized.

The 10–20% dip category with n=73 is too small to trade systematically, but it's a useful screen: when a Taiwan-listed company beats estimates and the stock drops 10–20%, that's worth a closer look at the next trading session.

The moderate 5–10% dip group (n=311) has a positive mean but wide variance and no statistical significance at the category level. The overall significance at +1.76%** is partly driven by the stronger 10–20% events.

Limitations

Sample size. 384 events over 11 years is workable for an event study, but it's 1/36th the US sample. The results are statistically significant, but with less stability than a long US time series.

Data coverage. The effective data window is 2014–2025. This covers the Taiwan semiconductor bull market, high COVID-period volatility, and the 2022 rate shock. Results may differ in a structurally different regime.

Benchmark choice. SPY is the consistent benchmark in this cross-market study. A Taiwan-specific benchmark (like the TWSE index ETF) would give different absolute CAR numbers. The positive result is robust to reasonable benchmark changes, but the magnitude would shift.

T+63 hit rate at 49%. The 3-month return is positive on average, but only 49% of events outperform the benchmark. The mean is driven by a subset of strong recoveries. This isn't a reliable long-term drift — it's a recovery effect that holds on average but not in every case.

Takeaway

Taiwan is the clearest case for mean reversion in a beat-and-dip event study across global markets. The 10–20% dip category in particular shows a recovery pattern that's statistically significant at both T+21 (+6.58%*, t=2.88) and T+63 (+7.93%, t=2.31). If you're tracking Taiwanese equities for earnings plays, a 10%+ post-beat sell-off deserves attention.

The same strategy produces negative results in the US, Canada, Japan, Germany, UK, Korea, Sweden, Brazil, China, and Hong Kong. Taiwan is the exception, not the rule.

Part of a series: Post-earnings dip mean reversion tested across 12 exchanges. See US, India, and the global comparison.

Data: FMP earnings surprises + adjusted prices, 2014–2025. TAI and TWO. Market cap > NT$10B. 384 beat-and-dip events. CAR vs SPY, measured from T+1 close.