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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.

Advanced3 min readUpdated 3 Oct 2026
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Lesson 36 of 38

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 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 and 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.

StudyFinding
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.

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 and Buybacks.

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

Dividend factors#

ApproachEvidence
High dividend yieldHistorically correlated with value; adds little beyond value and quality in most studies
Dividend growthFavours stable, profitable firms; overlaps with quality
Dividend initiations and increasesPositive announcement effects
Shareholder yieldCaptures total cash returned; some evidence of outperformance

Risks of dividend strategies#

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.

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.

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Next lessonShort and Long-Term ReversalReversal effects describe recent losers beating recent winners over very short and very long horizons. Learn the evidence, the causes and the link to momentum.

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