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Seven key findings about portfolio diversification costs

Contents
  1. Summary: the seven findings that matter
  2. Three hundred stocks against three
  3. Who diversifies least
  4. How much it costs, and to whom
  5. The research where focusing really paid off
  6. The explanation that turns it into a choice
  7. How to apply this practically
  8. Frequently asked questions
  9. What we do not know
  10. References

Under mean-variance portfolio theory, the optimal level of diversification today exceeds 300 stocks. The average investor holds three or four. That gap represents one of the most thoroughly documented anomalies within finance, with its financial toll already quantified: households exhibiting below-median financial literacy who depend exclusively on personal judgment forfeit roughly 50 basis points annually on average. Yet an unsettling finding merits attention prior to reaching a final verdict: within a specific dataset of brokerage accounts, individuals maintaining concentrated portfolios actually surpassed diversified ones. This piece examines what empirical research has captured.

Summary: the seven findings that matter

Each row identifies the study and its corresponding year. It makes sense to separate the average cost from the tail expenses: nearly all the losses fall on a select few.

FindingResultStudy and year
Optimal level against actual levelMore than 300 stocks against 3 or 4Statman, Financial Analysts Journal (2004)
Extent of under-diversificationThe vast majority of the accounts analysedGoetzmann and Kumar, Review of Finance (2008)
Who diversifies leastYoung, active, low income and non-professionalGoetzmann and Kumar (2008)
Expected loss of the worst-placed group50 basis points a year on averageVon Gaudecker, Journal of Finance (2015)
Where that loss concentratesIn the upper tail of the loss distributionVon Gaudecker (2015)
The result that complicates the diagnosisThe concentrated outperformed the diversifiedIvkovich et al., J. Financial Quant. Analysis (2008)
What non-diversifiers are afterPositive skewness: the chance of a big winMitton and Vorkink, Rev. Financial Studies (2007)

What you will find here

• The exact distance between the optimal and the actual, and why an index fund closes it.

• Who holds the least diversified portfolios, from data on tens of thousands of accounts.

  • How much it costs in returns, and why the average hides what matters.
  • The research where portfolio concentration yielded positive results.

• The explanation that turns the mistake into a deliberate choice.

Three hundred stocks against three

Meir Statman framed the problem in Financial Analysts Journal with the precision of someone who does the arithmetic. The current optimal level of diversification, measured by the rules of mean-variance portfolio theory, exceeds 300 stocks, while the average investor holds only three or four.

And he adds the calculation that makes the comparison even less favourable: he estimated the benefit of increasing diversification to the 3,444 stocks of a total market index fund with an annual cost of 0.20 %, and concluded that the total market fund offers a better way to diversify than a portfolio of 300 stocks or fewer.

The author also lists what aggravates the problem beyond the number of holdings: large positions in own-company stock inside employee plans, portfolio concentration in particular styles, and geographical bias.

Why he calls it a puzzle rather than a mistake

Statman’s contribution lies not in highlighting the gap, but rather in elucidating it without appealing to ineptitude. Within the framework of behavioural portfolio theory, individuals construct their portfolios resembling segmented pyramids: the base tiers focus on mitigating downside risk, whereas the superior tiers target upside gains. Aversion to risk yields to risk-seeking behaviour at the apex, since the aspiration to escape destitution is superseded by the ambition for wealth.

And the core takeaway: what drives that conduct is the ambition of investors, rather than their risk appetite. Certain individuals stuff the uppermost tier with a handful of equities from a concentrated portfolio; others choose lottery tickets instead.

StudyWhat it analysedWhat it foundWhat it does not support
Statman (2004)Optimal against observed level of diversificationMore than 300 optimal stocks against 3 or 4 actualIt is a theoretical calculation plus a behavioural frame
Goetzmann and Kumar (2008)More than 40,000 brokerage accounts, 1991-1996Widespread under-diversification and a clear profileOne discount broker in a bull period
Von Gaudecker (2015)Households by financial literacy and advice50 basis points of expected loss in one groupHousehold survey data from one country
Ivkovich et al. (2008)Households with concentrated against diversified accountsThe concentrated outperformedDoes not imply concentrating is a good idea in general
Mitton and Vorkink (2007)60,000 accounts and the preference for skewnessThe inefficiency is explained by seeking skewnessExplains the choice; does not say it is right

Who diversifies least

William Goetzmann and Alok Kumar analyzed in Review of Finance the portfolios belonging to more than 40,000 equity investment accounts at a large discount brokerage over six years, from 1991 to 1996.

Their general result: the vast majority of investors in the sample are under-diversified. And the cross-sectional examination gives the profile: young and active investors, and those in low-income and non-professional categories, hold the least diversified portfolios.

In an analysis extended to more than 60,000 accounts, the same authors specify what else accompanies under-diversification: less sophisticated investors, those who follow price trends, those who prefer local or familiar stocks, and those who display overconfidence hold relatively less diversified portfolios. The under-diversified also show strong style and sector preferences, and prefer more volatile, positively skewed stocks.

And they rule out the handiest practical explanations: factors such as small portfolio size, transaction costs and search costs are not likely determinants of diversification decisions. They state the consequence without hedging: the unexpectedly high idiosyncratic risk of investors’ portfolios produces a welfare loss.

How much it costs, and to whom

Hans-Martin von Gaudecker published in Journal of Finance the estimate most useful for a practical conversation, because it crosses diversification with two variables an investor can change: financial literacy and advice.

His primary finding brings comfort to the majority: virtually every household that demonstrates strong financial literacy, or seeks guidance from professional experts or personal acquaintances, secures satisfactory investment returns.

And the cost for the remaining group: compared with those groups, households with below-median financial literacy who trust their own decision-making capabilities lose an expected 50 basis points on average.

US companies encounter ‘nightmare’ tariff obstacles
Household profileInvestment outcomeImplication
High financial literacyReasonableLiteracy works as protection
Relies on professional adviceReasonableDelegating also solves the problem
Relies on private contactsReasonableSimply not deciding alone is enough
Low literacy and self-reliant−50 basis points on averageThis is the combination that costs money
Where the difference sitsIn the upper tail of lossesA few households lose a lot, not everyone a little

That final row alters the interpretation the most. Every disparity across the groups originates within the upper tail of the loss distribution. It is not that the less-informed investor consistently drops half a point; rather, a small faction suffers heavy losses and pulls the overall group average down.

The research where focusing really paid off

Zoran Ivkovich, Clemens Sialm and Scott Weisbenner asked a different question in Journal of Financial and Quantitative Analysis: whether information advantages help explain why some individual investors concentrate their portfolios in a few stocks.

Their findings run counter to a straightforward interpretation: equities purchased by retail investors whose brokerage assets are concentrated in a limited number of positions yield higher returns than those belonging to individuals holding more balanced portfolios, a trend particularly pronounced among high-net-worth accounts.

And the pattern of that advantage points to its cause: the excess return of concentrated over diversified portfolios is larger in stocks not in the S&P 500 index and in local stocks, which may reflect concentrated investors successfully exploiting information asymmetries. Moreover, controlling for each household’s average investment ability, their trades and holdings perform better when their portfolio includes fewer holdings.

It warrants careful reading: the research doesn’t claim that focusing represents a sound approach, but rather that individuals who focus occasionally seem to have justification for doing so. The exact same rationale surfaces in home bias: knowledgeable under-diversification exists alongside blind under-diversification, and overall statistics blend them both.

The explanation that turns it into a choice

Todd Mitton and Keith Vorkink developed in Review of Financial Studies a model in which investors have heterogeneous preferences for skewness, which allows some not to diversify in equilibrium. And they tested it against a dataset of 60,000 individual investor accounts.

They find support for three implications. First: the portfolio returns of under-diversified investors are substantially more positively skewed than those of diversified investors.

Second, and this is the decisive one: the apparent mean-variance inefficiency of under-diversified investors can largely be explained by the fact that they sacrifice mean-variance efficiency in exchange for greater exposure to skewness.

And third, which rules out coincidence: the stocks most frequently chosen by under-diversified investors have substantially higher average skewness — especially idiosyncratic skewness — than those chosen by diversified investors.

Put plainly: someone holding three stocks is not necessarily ignoring diversification; in many cases they are deliberately buying the chance of a big win, and paying for it with efficiency. What the evidence does not say is that the trade works out for them.

How to apply this practically

Ordered by the strength of the evidence behind each point:

• Use a broad index fund as the floor of the portfolio. The reference calculation concludes that it diversifies better than a portfolio of 300 holdings or fewer.

• If you decide alone and your literacy is limited, get a second opinion. Turning to a professional or to contacts is enough for the outcome to become reasonable.

  • Watch the tail, not the average. The differences between groups stem from the upper part of the loss distribution.

• Keep the bet out of the portfolio. If what you want is the chance of a big win, cap it and do not confuse it with your investment plan.

• Do not confuse informed concentration with blind concentration. The favourable result was measured in large portfolios and in local or off-index stocks.

Frequently asked questions

How many stocks do you need to be diversified?

More than almost anyone holds. As demonstrated by figures shared in Financial Analysts Journal, the ideal degree of diversification dictated by mean-variance framework principles now surpasses 300 equities, whereas the typical participant owns a mere three or four, and a comprehensive market index vehicle featuring 3,444 assets alongside a yearly expense ratio of 0.20 % provides superior risk spreading compared to a collection restricted to 300 shares or fewer.

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Who holds the worst diversified portfolios?

There is a consistent profile across the two large samples available. In more than 40,000 discount brokerage accounts between 1991 and 1996, young and active investors and those in low-income and non-professional categories held the least diversified portfolios, and the extension to 60,000 accounts adds those who follow price trends, prefer local stocks and display overconfidence.

What is the financial impact of failing to diversify?

It depends heavily on the profile, and the average is misleading. Almost all households with high financial literacy or who rely on professional advice or private contacts achieve reasonable outcomes; households with below-median literacy who trust their own capabilities lose an expected 50 basis points on average, and all differences between groups stem from the upper tail of the loss distribution.

Is it always a mistake to concentrate the portfolio?

Not in every dataset. The study published in Journal of Financial and Quantitative Analysis finds that the investments of households concentrating their accounts in a few holdings outperform those of more diversified households, especially with large portfolios, and that this excess return is larger in stocks outside the S&P 500 and in local stocks, which points to the exploitation of information asymmetries.

Why do people not diversify if it is good for them?

Because many are buying something else. The model tested against 60,000 accounts shows that the portfolios of the under-diversified are substantially more positively skewed, that their apparent mean-variance inefficiency is largely explained by sacrificing that efficiency for exposure to skewness, and that the stocks they most often choose have much higher idiosyncratic skewness.

What we do not know

• What share of concentration is informed. There is evidence of an information advantage and of a welfare loss at once, with no quantified split.

  • How much it costs in terms of risk taken. Loss figures are presented as expected returns, which fail to capture adequately the heightened likelihood of severe negative events.

• Whether financial literacy solves the aggregate. The analysis of a whole country suggests that raising it among the majority holding few stocks would cut the total loss only modestly.

• How it has changed with cheap index funds. Most account measurements predate the spread of low-cost indexing.

References

1. Statman, M. The Diversification Puzzle. Financial Analysts Journal, 2004. DOI: 10.2469/faj.v60.n4.2636

2. Goetzmann, W. N. and Kumar, A. Equity Portfolio Diversification. Review of Finance, 2008. DOI: 10.1093/rof/rfn005

3. Von Gaudecker, H.-M. How Does Household Portfolio Diversification Vary with Financial Literacy and Financial Advice?Journal of Finance, 2015. DOI: 10.1111/jofi.12231

4. Ivkovich, Z., Sialm, C. and Weisbenner, S. Portfolio Concentration and the Performance of Individual Investors. Journal of Financial and Quantitative Analysis, 2008. DOI: 10.1017/s0022109000004233

5. Mitton, T. and Vorkink, K. Equilibrium Underdiversification and the Preference for Skewness. Review of Financial Studies, 2007. DOI: 10.2139/ssrn.630821

This content is for information only and does not constitute financial advice or an investment recommendation. The studies cited analyse specific samples and periods that are not comparable with one another, and none of them allows the appropriate number of holdings for any particular portfolio to be determined.

By Noah Whitaker

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