Dividend Growth in Tactical Portfolios
Dividend growth investing and tactical allocation might seem like strange bedfellows. Dividend investors typically buy and hold high-quality companies, collecting growing income streams regardless of market conditions. Tactical investors actively rotate their portfolios based on momentum and trend signals, willingly sacrificing income for protection. The Dividend Growth Allocation strategy (DGA), developed by Paul Choi, bridges this divide by using a tactical framework that rotates between tech-growth and high-dividend equity — then applies a sophisticated three-layer macro defense system to protect capital during hostile environments.
Strategy Mechanics
| Parameter | Value |
|---|---|
| Risk-On Assets | QQQ (Nasdaq-100 tech growth), SCHD (Schwab US Dividend Equity) |
| Risk-Off Assets | BIL (T-bills), TLT (long Treasuries), PDBC (commodities) |
| Canary Asset | TIP (inflation-protected bonds) |
| Lookback | 12 months |
| SMA | 10 months |
| Momentum Method | FABER_COMBO = average(R1, R3, R6, R9, R12) |
| Protection | LAYERED (3 independent defense triggers) |
| Allocation | BINARY (100% in one asset) |
The QQQ vs SCHD Decision
It is important to understand what DGA is not: it is not a portfolio of dividend ETFs like VIG, DGRO, or VYM. The strategy holds exactly two risk-on assets — QQQ (Nasdaq-100, representing tech-driven growth) and SCHD (Schwab US Dividend Equity, representing high-quality dividend payers). These two ETFs capture fundamentally different equity factors: QQQ is concentrated in high-growth, low-dividend technology companies, while SCHD holds established, profitable companies with strong dividend growth histories.
Each month, the engine computes the FABER_COMBO score for both QQQ and SCHD: the average of 1-month, 3-month, 6-month, 9-month, and 12-month returns. This five-period composite captures momentum across the full spectrum of short-term to long-term timeframes. The asset with the higher score wins the entire allocation — the portfolio is always 100% in a single holding.
During growth-led markets, QQQ typically dominates. During periods when value and income outperform — late-cycle environments, rising rate periods — SCHD takes over. The FABER_COMBO score is responsive enough to capture these rotations while being smoothed enough to avoid whipsawing during brief style reversals.
The Three-Layer Defense System
DGA's most distinctive feature is its LAYERED protection, which evaluates three entirely independent macro conditions. If any one of the three triggers activates, the portfolio moves to its defensive sleeve. All three conditions must be clear for the portfolio to remain in risk-on mode.
Layer 1: TIP Trend
If TIP (iShares TIPS Bond ETF) is trading below its 10-month simple moving average, the defense activates. TIP serves as a proxy for real yield expectations and inflation dynamics. When TIP breaks below its SMA, it typically signals one of two hostile conditions: either real yields are rising sharply (bad for both growth and value equities) or a disinflationary shock is underway (often accompanying economic contraction).
Layer 2: Yield Curve Lag
If the US Treasury yield curve was inverted 7 to 15 months ago, the defense activates. This is a lagged indicator by design — yield curve inversions predict recessions with a variable lead time, and the most severe equity damage typically occurs 7 to 15 months after the inversion. By checking historical inversion status rather than current, this layer captures the delayed economic impact that markets often ignore until it is too late.
Layer 3: Dividend Yield Floor
If SPY's trailing dividend yield falls below 1.6%, the defense activates. Extremely low dividend yields indicate elevated equity valuations — the market is priced for perfection, leaving little margin of safety. This contrarian signal has historically coincided with periods of heightened downside risk, as richly valued markets are more vulnerable to disappointments.
The Defensive Sleeve
When any defense layer triggers, the portfolio rotates into the best of three defensive assets — BIL, TLT, and PDBC — selected by SMA(6) dual momentum. This three-asset defensive universe is itself thoughtfully constructed:
- BIL provides cash-equivalent stability during any crisis.
- TLT benefits from flight-to-safety flows during deflationary recessions.
- PDBC captures commodity strength during inflationary environments when both stocks and bonds may suffer.
The defensive rotation ensures the portfolio holds the best-performing safe asset regardless of the type of crisis — whether deflationary (TLT wins), inflationary (PDBC wins), or simply uncertain (BIL wins).
Performance Context
DGA has delivered a CAGR of 18.1% with a Sharpe ratio of 1.16 and a maximum drawdown of -33.4%. The high returns reflect the strategy's concentration: holding 100% in QQQ during tech-led bull markets captures the full upside. The -33.4% maximum drawdown, while significant, is considerably smaller than QQQ's own worst drawdown (-82% during the dot-com bust), demonstrating that the three-layer defense system substantially reduces tail risk even though it does not eliminate it entirely.
The strategy's performance is heavily influenced by QQQ's dominance during the post-2010 tech bull market. Investors should understand that DGA's high CAGR reflects a period that was exceptionally favorable for tech-growth momentum. In a prolonged environment where tech underperforms and dividend strategies lead, the SCHD rotation captures this shift — but the returns would be more moderate.
DGA in Portfolio Context
DGA's concentrated, binary nature makes it an aggressive strategy best used as a component in a broader portfolio rather than a standalone allocation. Its tech-growth bias provides high-beta exposure during favorable environments, while the three-layer defense prevents the worst drawdowns.
As a portfolio component, DGA pairs well with strategies that have different risk profiles and signal sources. Combining it with a tactical bond strategy creates a portfolio where both the equity and fixed income sleeves are actively managed. Adding a macro-driven strategy like the Global Growth Cycle provides diversification across signal types — DGA uses price-based and fundamental signals, while GGC uses economic data.
The strategy also illustrates a broader principle in tactical allocation: defense does not have to come from a single signal. DGA's three independent layers — trend (TIP), macro (yield curve lag), and valuation (dividend yield) — each capture different types of risk. A threat that slips past one layer may be caught by another. This layered approach to protection is one of the most sophisticated defensive architectures available in systematic investing.