Derivation of the Black-Scholes-Merton PDE › Extending to Dividend-Paying Stocks

Michael BrenndoerferNovember 26, 20253 min read
Quantitative FinanceAll chapters
Part 5 of 15Stochastic Calculus and Pricing Theory
Chapter 29Derivation of the Black-Scholes-Merton PDE › Extending to Dividend-Paying Stocks
Reading section 13 of 16 · Extending to Dividend-Paying Stocks · 3 minSection 13 of 16 · 3 min

Book contents

Section 13 of 16 · 3 min read

Derivation of the Black-Scholes-Merton PDE › Extending to Dividend-Paying StocksOne section · Sections in this chapter13 / 16 ↓
Reading tools Definitions & inline links

Choose your expertise level to adjust how many terms are explained. Beginners see more tooltips, experts see fewer to maintain reading flow. Hover over underlined terms for instant definitions.

Article links

Make inline references clickable

The basic BSM PDE assumes the stock pays no dividends. This assumption simplifies the analysis but excludes many important applications, including options on dividend-paying stocks, equity indices, and currencies. For a stock paying continuous dividends at rate qq, the stock price dynamics become:

dSt=(r−q)St dt+σSt dWtQdS_t = (r - q) S_t \, dt + \sigma S_t \, dW_t^Q

where:

  • qq: continuous dividend yield
  • σ\sigma: volatility of the underlying stock
  • rr: risk-free interest rate
  • StS_t: stock price
  • dWtQdW_t^Q: increment of Wiener process under risk-neutral measure
  • dtdt: small time increment

The key change is that the drift rate under the risk-neutral measure is now r−qr - q rather than rr. The intuition is that a stock paying dividends at rate qq provides part of its return through dividend payments rather than price appreciation. In the risk-neutral world, the total expected return (price appreciation plus dividends) must equal rr, so the expected price appreciation is only r−qr - q.

The modified Black-Scholes PDE is:

∂V∂t+(r−q)S∂V∂S+12σ2S2∂2V∂S2=rV\frac{\partial V}{\partial t} + (r-q)S\frac{\partial V}{\partial S} + \frac{1}{2} \sigma^2 S^2 \frac{\partial^2 V}{\partial S^2} = rV

where:

  • V(S,t)V(S, t): price of the derivative
  • SS: stock price
  • rr: risk-free interest rate
  • qq: continuous dividend yield
  • σ\sigma: volatility of the underlying stock

The intuition is that a stock paying dividends effectively grows slower (by the dividend yield qq) than a non-dividend-paying stock, which reduces the drift term in the first-order spatial derivative. This modification is important for pricing options on dividend-paying stocks, equity indices, and currencies (where the foreign interest rate plays the role of a dividend yield, as we discussed in our chapter on foreign exchange markets).

Out[21]:
Visualization
Line chart showing call option price versus time to maturity for four dividend yield levels (0%, 2%, 4%, 6%), with higher yields producing lower option prices, especially for longer maturities.
Effect of continuous dividend yield on call option prices as a function of time to maturity. Higher dividend yields reduce call option values because dividends reduce the expected stock price appreciation. The effect becomes more pronounced for longer-dated options, where more dividends are expected to be paid before expiration.