Portfolio Modeler

Monte Carlo portfolio simulator

Income Modeling

Dividend yield and dividend growth are separate assumptions

A dividend portfolio is not only about today's yield. Income can grow, stall, or fall. A useful model should separate the starting dividend yield from the uncertain growth rate of future dividends.

Yield is the starting income rate

Dividend yield estimates the income produced by the current value of a holding. A 3% yield on a $100,000 position implies roughly $3,000 of annual dividend income before taxes, assuming the rate holds. That is a starting point, not a permanent promise.

ETF distributions can change because the underlying holdings change, companies raise or cut payouts, interest rates move, currencies shift, or fund policies change. Individual stocks can be even more uneven because one company decision can change the entire dividend profile.

Dividend growth is the changing income path

Dividend growth estimates how the dividend run-rate changes over time. A portfolio with a lower current yield but faster dividend growth can sometimes produce more income later. A portfolio with a higher current yield but weak dividend growth may produce more immediate income but less long-term income growth.

Portfolio Modeler estimates dividend growth from historical annual dividends when data is available. The simulator then treats dividend growth as a stochastic input, meaning each simulated path can experience different income growth. This reflects the fact that dividend increases are not perfectly smooth.

Why dividend growth volatility matters

Two funds can have the same average dividend-growth rate but different stability. One may increase distributions gradually. Another may have large jumps and cuts. Dividend-growth volatility is meant to capture that unevenness so the final-year income estimate has a range instead of one neat number.

This is especially useful for income planning. If final-year dividend income has a wide distribution, a visitor should be careful about treating the median income as guaranteed spending power.

Taxes and reinvestment

Dividend taxes reduce the amount that can be reinvested or spent. In the simulator, the dividend tax input applies to the dividend stream. If DRIP is on, after-tax dividends are reinvested into the portfolio. If DRIP is off, after-tax dividends are counted as income outside the portfolio growth path.

For taxable-account planning, it can be helpful to run several tax-rate assumptions. The goal is not to reproduce a tax return. The goal is to understand whether the plan is highly sensitive to dividend tax drag.

How to read final-year dividend income

The final-year dividend income section estimates the annual income run-rate at the end of the projection. It can help answer whether a portfolio is likely to produce meaningful income after years of growth, contributions, withdrawals, price changes, and dividend changes.

Back to articles | Open the simulator