coverAlgorithm tradingEvent-Driven & Macro Strategies in Fundamental InvestingBy Mehrzad Abdi | 10 July 2025

Earnings Announcement Strategies

Definition

Companies release earnings reports (quarterly/annual), which detail revenues, profits, and other key metrics. These events can cause large price swings—especially if results differ from analyst expectations.

How it Works

  • Investors and traders analyze “earnings surprises”—when results are better or worse than expected.
  • They may buy before earnings (if they expect a positive surprise), or after a strong report for momentum.
  • Conversely, a negative surprise can trigger selling or shorting.

Example

  • Apple (AAPL) consistently beating analyst forecasts has often led to share price spikes.
  • Conversely, if Meta (META) misses earnings, its shares may drop sharply at the open.

Buy/Sell in Practice

  • Buy: Before/after earnings if expecting or confirming a positive surprise.
  • Sell: On disappointing results, or if guidance is weak—even if the headline numbers are strong.

Tip: Some investors avoid holding stocks through earnings due to volatility, while others specialize in trading these moves.

Merger & Acquisition Strategies

Definition

A merger or acquisition (M&A) is when one company buys or combines with another. These events can dramatically affect the stock price of both the target and acquirer.

How it Works

  • Target company’s shares usually jump (the buyout is at a premium).
  • Acquirer’s shares may rise or fall depending on deal terms (cash vs. stock, strategic fit, price paid).

Example

  • When Microsoft announced its intent to acquire Activision Blizzard, Activision’s (ATVI) stock price surged close to the deal price.
  • In contrast, when Amazon makes a big acquisition, its stock may dip if investors fear overpayment.

Buy/Sell in Practice

  • Buy: The target company when rumors or confirmed offers emerge (but risk if the deal fails).
  • Sell/Short: Acquirer if deal is expensive or dilutive, or after a target’s share price rises to near the offer price.

Tip: Merger arbitrage funds specialize in these events, seeking small profits from spread between current price and deal price.

Interest Rate Decision Strategies

Definition

Central banks (like the US Federal Reserve) regularly set key interest rates. Rate changes ripple through the economy, affecting everything from mortgages to corporate profits.

How it Works

  • Rising rates: Increase borrowing costs, can slow growth—bad for most stocks (especially growth sectors, real estate, utilities).
  • Falling rates: Lower costs, boost profits, stimulate investment—good for stocks.

Example

  • In 2022–2023, Fed rate hikes led to a broad market sell-off, especially in tech stocks reliant on cheap capital.
  • Rate cuts in 2020 fueled a rally, especially in high-growth and speculative names.

Buy/Sell in Practice

  • Buy: Financials and insurers can benefit from rising rates; rate-sensitive sectors rally when rates fall.
  • Sell: Highly leveraged or growth stocks during rate hikes.

Tip: Watch central bank meetings (FOMC, ECB, BOE) and forward guidance.

Economic Indicator Strategies

Definition

Key government data—like jobs reports, GDP growth, inflation, and manufacturing indexes—affect investor sentiment and stock valuations.

How it Works

  • Strong indicators: (e.g., robust job growth, high GDP) can fuel market rallies.
  • Weak data: (e.g., rising unemployment, negative growth) can prompt sell-offs.

Example

  • A strong US jobs report can trigger a surge in cyclical stocks (industrials, retail).
  • Unexpected inflation spikes often hurt stocks, especially those with weak pricing power.

Buy/Sell in Practice

  • Buy: Companies or sectors that benefit from specific trends (e.g., travel after consumer confidence jumps).
  • Sell: Sectors sensitive to downturns when negative data emerges.
  • Tip: Macro traders often position portfolios before major releases.

Quantitative Easing Effect Strategies

Definition

Quantitative easing (QE) is when central banks buy assets to inject liquidity into the financial system, suppressing interest rates and encouraging risk-taking.

How it Works

  • QE generally raises stock prices, compresses bond yields, and encourages borrowing.
  • When QE slows or reverses (quantitative tightening), stocks often face pressure.

Example

  • The US Federal Reserve’s QE in 2020–2021 triggered a huge bull market, with tech stocks soaring.
  • When the Fed signaled the end of QE in late 2021, stocks corrected sharply.

Buy/Sell in Practice

  • Buy: Risk assets (stocks, especially growth) during QE.
  • Sell: When QE ends or is reversed—move to defensives, cash, or bonds.

Analyst Ratings, Upgrades & Downgrades Strategies

Definition

Professional analysts from banks and brokers regularly issue ratings, upgrades, or downgrades on stocks based on research.

How it Works

  • Upgrades: Can cause immediate buying interest and price pops.
  • Downgrades: Often lead to selling, especially if unexpected or from high-profile firms.

Example

Tesla (TSLA) shares often surge on high-profile upgrades, or drop after downgrades or negative research reports.

Buy/Sell in Practice

Buy: Just after a major upgrade, especially if stock is undervalued or momentum is building.

Sell: On high-profile downgrades, or when multiple analysts turn negative.

Tip: Analyst consensus and target price changes can move stocks quickly, especially in small- or mid-caps.

Sector Rotation Strategies

Definition

Sector rotation means shifting investments among industries/sectors in anticipation of economic, interest rate, or market cycle changes.

How it Works

  • Investors move money from sectors expected to lag to those poised to outperform in the next economic phase.
  • Common rotations: cyclicals in early recovery, defensives in late cycle or recession, tech in boom, energy in inflation.

Example

  • In early recovery, money moves into industrials, financials, consumer discretionary.
  • In late cycle or downturn, investors shift to healthcare, utilities, consumer staples.

Buy/Sell in Practice

  • Buy: Sectors likely to benefit from the next phase of economic/market cycle.
  • Sell: Sectors losing favor due to macro or interest rate trends.

Tip: Many ETFs track specific sectors for easy rotation.

How Investors Use Event-Driven & Macro Fundamentals

  • Event-driven hedge funds actively trade around earnings, M&A, and other corporate actions.
  • Macro investors structure portfolios based on forecasts for interest rates, inflation, and economic cycles.
  • Individual investors may use analyst ratings and sector trends to refine timing and focus for buy/sell decisions.

Example Portfolio Moves:

  • Buy banks before a rate hiking cycle.
  • Sell high-growth tech ahead of Fed tightening.
  • Buy retail before earnings season if consumer data is strong.
  • Rotate from energy to utilities as a recession looms.

References

Damodaran, A. (2012). Investment Valuation: Tools and Techniques for Determining the Value of Any Asset. Wiley.

CFA Institute. (2023). CFA Level 1 Curriculum – Equity, Fixed Income, and Macroeconomics.

Investopedia. (2024). “Event-Driven Investing,” “Merger Arbitrage,” “Earnings Surprise,” “Quantitative Easing,” “Sector Rotation.”

Yahoo Finance, Company Filings and Analyst Reports.