# Growth and Dividend Factors

> Growth, investment and dividend factors look at how firms grow, invest and pay shareholders. Learn the evidence, including why aggressive investors lag.

Source: https://learn.tradelabsai.com/research/growth-and-dividend-factors/  
Track: Research and Backtesting · Level: Advanced · Updated: 2026-10-03  
Publisher: TradeLabs AI (https://tradelabsai.com). Education, not financial advice.  
Cite as: TradeLabs Learn, "Growth and Dividend Factors", https://learn.tradelabsai.com/research/growth-and-dividend-factors/

Beyond value, momentum, quality and size, researchers have studied factors based on how companies grow, how much they invest and how much cash they return to shareholders. Some findings are surprising: companies that grow their assets aggressively have tended to deliver lower future returns than conservative ones, and simple high dividend strategies have not consistently beaten the market once other factors are considered. These factors help explain portfolio returns and guide income and growth investors.

## Growth: popular but not a factor premium

"Growth stocks" usually means companies with fast revenue or earnings growth and high valuations. Research has generally not found a reliable premium for buying fast growers; in fact, growth stocks as defined by high valuations are the opposite side of the value factor. Strong growth is often already priced in. What has shown more promise is improvements in fundamentals that the market has not fully priced, such as rising earnings estimates. See [Guidance and Earnings Revisions](https://learn.tradelabsai.com/fundamentals/guidance-and-earnings-revisions/) and [Value Factor](https://learn.tradelabsai.com/research/value-factor/).

## The investment factor

Companies that rapidly expand their assets, through capital spending, acquisitions or issuing shares, have tended to underperform companies that invest conservatively.

| Study | Finding |
|---|---|
| Cooper, Gulen and Schill (2008) | Firms with high asset growth earned much lower subsequent returns than low asset growth firms |
| Fama and French (2015) | Added an investment factor (CMA, conservative minus aggressive) to their five factor model |
| Titman, Wei and Xie (2004) | High capital investment predicted lower returns |

Explanations include empire building by managers, overinvestment when shares are expensive and lower expected returns for firms with abundant investment opportunities. See [Capital Allocation and Management](https://learn.tradelabsai.com/fundamentals/capital-allocation/).

## Issuance and buybacks

Related research found that companies issuing new shares tend to underperform and those buying back shares tend to outperform, the "net share issuance" effect. Combined with dividends, this leads to the shareholder yield measure. See [Secondary Offerings and Rights Offerings](https://learn.tradelabsai.com/fundamentals/secondary-offerings/) and [Buybacks](https://learn.tradelabsai.com/fundamentals/buybacks/).

```
shareholder yield = dividend yield + net buyback yield (+ debt paydown yield, in some definitions)
```

## Dividend factors

| Approach | Evidence |
|---|---|
| High dividend yield | Historically correlated with value; adds little beyond value and quality in most studies |
| Dividend growth | Favours stable, profitable firms; overlaps with quality |
| Dividend initiations and increases | Positive announcement effects |
| Shareholder yield | Captures total cash returned; some evidence of outperformance |

**Example: Dividend yield vs shareholder yield**
Company A pays a 4% dividend but issues shares worth 3% of its value each year to fund growth and employee pay, so its net shareholder yield is about 1%. Company B pays a 1.5% dividend but buys back 3% of its shares a year, a net shareholder yield of 4.5%. A dividend screen favours A; a shareholder yield screen favours B, which is returning far more cash. See [Free Cash Flow Yield and Dividend Yield](https://learn.tradelabsai.com/fundamentals/dividend-yield/).

## Risks of dividend strategies

- **Yield traps:** high yields can signal distress. See [Free Cash Flow Yield and Dividend Yield](https://learn.tradelabsai.com/fundamentals/dividend-yield/).
- **Sector concentration:** utilities, real estate, energy and banks dominate high yield screens.
- **Interest rate sensitivity:** high dividend stocks often behave like bonds.
- **Tax considerations** for investors who receive dividends. See [Trading Taxes and Capital Gains](https://learn.tradelabsai.com/industry/trading-taxes-and-capital-gains/).

## Using these factors

- **Avoid aggressive asset growers and heavy issuers** in stock selection.
- **Use shareholder yield** rather than dividend yield alone for income and value strategies.
- **Combine with quality and value** to avoid traps. See [Combining Signals](https://learn.tradelabsai.com/research/combining-signals/).

## Frequently asked questions

### Is there a growth factor premium?

Research has not found a reliable premium for buying fast growing, highly valued stocks; growth is largely the opposite of value.

### What is the investment factor?

The tendency for companies that invest conservatively to outperform those that grow their assets aggressively.

### Is a high dividend yield strategy a good factor?

High dividend yield is largely explained by value and quality exposure; shareholder yield, including buybacks, captures cash returns more completely.

Next, learn about short and long horizon reversals in [Short and Long-Term Reversal](https://learn.tradelabsai.com/research/short-and-long-term-reversal/).

## Continue learning

- Next lesson: [Short and Long-Term Reversal](https://learn.tradelabsai.com/research/short-and-long-term-reversal/)
- Previous lesson: [Liquidity Factor](https://learn.tradelabsai.com/research/liquidity-factor/)
- Related: [Liquidity Factor](https://learn.tradelabsai.com/research/liquidity-factor/): The liquidity factor captures the extra return investors demand for holding hard to trade assets. Learn how illiquidity is measured, the evidence and its risks.
- Related: [Factor Investing Explained](https://learn.tradelabsai.com/research/factor-investing-explained/): Factor investing targets traits linked to long run returns, such as value, momentum and quality. Learn the main factors, the evidence and how they are traded.
- Related: [Free Cash Flow Yield and Dividend Yield](https://learn.tradelabsai.com/fundamentals/dividend-yield/): Dividend yield is the annual dividend divided by the share price. Learn the formula, payout and coverage ratios, dividend growth and how to avoid yield traps.
- Related: [Buybacks](https://learn.tradelabsai.com/fundamentals/buybacks/): Share buybacks are companies repurchasing their own stock. Learn how buybacks work, their effect on EPS, when they create value, the controversies and the evidence.
- Related: [Capital Allocation and Management](https://learn.tradelabsai.com/fundamentals/capital-allocation/): Capital allocation is how management spends a company's cash on reinvestment, deals, dividends, buybacks or debt. Learn how to judge good and bad decisions.
- Related: [Quality and Profitability Factors](https://learn.tradelabsai.com/research/quality-factor/): The quality factor favours profitable, stable, conservatively financed companies. Learn how quality is measured, the evidence and how it pairs with value.