Why Understanding Sequence Risk is Crucial for Investing Success!

When people say, “over the long term equity will provide good returns”, they often forget or do not want to consider (if they are sales guy) how monthly or annual return sequences combine to result in the final annualized return (CAGR). Sometimes the sequence of returns can be good, sometimes bad. In this article, via a simple example, we discuss what is a sequence of returns risk and how it affects the corpus during the accumulation phase (when are investing towards it) and during the withdrawal phase (when we use the corpus to generate an income from it, after retirement)

Sequence of returns risk essentially means the following: We plan with an annualized return on a spreadsheet. This implies that the annual return year after year is the same in the calculation. There is no other way around it. Clearly, the annual returns in equity (or gold or bonds) is not the same. Sometimes you get + 25% and sometimes -40%. When these annual returns combine, they produce high or low or mediocre returns. How does this happen? What is the solution?

Lump sum investment growth at a constant return

Suppose you wish to invest Rs. one lakh for 15 years and you assume an annualized return of 10% (from equity alone). This means that you assume Rs. one lakh will grow year on year as follows.

YearReturn AssumedYear-end corpus
110%            1,10,000
210%            1,21,000
310%            1,33,100
410%            1,46,410
510%            1,61,051
610%            1,77,156
710%            1,94,872
810%            2,14,359
910%            2,35,795
1010%            2,59,374
1110%            2,85,312
1210%            3,13,843
1310%            3,45,227
1410%            3,79,750
1510%            4,17,725

Why Understanding Sequence Risk is Crucial for Investing Success!

Reality: Sequence of returns risk

It should be clear that 10% year on year is pure fantasy. Consider a real 15-year sequence considered in a past study – How to reduce risk in an investment portfolio:

-18%, -5%, 20%, -27%, 52%, -18%, -22%, -3%, 69%, 22%, 43%, 95%, 35%, -55%, 86%

Now, that Rs. 1 lakh would “grow” as follows

YearActual returnYear-end corpus
1-18%              82,000
2-5%               77,900
320%               93,480
4-27%               68,240
552%            1,03,725
6-18%               85,055
7-22%               66,343
8-3%               64,352
969%            1,08,756
1022%            1,32,628
1143%            1,89,657
1295%            3,69,832
1335%            4,99,273
14-55%            2,24,673
1586%            4,17,892

Notice something bizarre? The final amount is the same in both cases!! How is this possible?

1 L x (1+10%)^15 = 4.17 Lakh. Here ^15 means (1+10%) is multiplied with itself 15 times, just as 2^3 = 2 x 2 x 2.

Now, instead of multiplying the same assumed return each year, it could be different for each year.

1 L x (1-18%)x(1-5%)x(1+20%)x(1-27%)x(1+52%)x(1-18%)x(1-22%)x(1-3%)x(1+69%)x(1+22%)x(1+43%)x(1+95%)x(1+35%)x(1-55%)x(1+86%) = 4.17 Lakh.

The math in both cases may have resulted in the same corpus, but there is one big difference – human emotions and behaviour. The return after one year is – 18%. How many people will still stick with equity? Even if they do, the return after year 2 is -5%!! When you are investing or during the accumulation phase, sequence of returns risk governs human behaviour. If the final annualized return is the same as the on assumed the corpus will be the same. However, the annual returns decide whether we stay invested or exit.

Deriving income from Rs. 50 lakh for 15 years

Suppose we have Rs. 50 lakh with us and we wish to derive an income that increases each year at the rate of 6% (assumed inflation). Before the start of each year, we withdraw the annual expenses required for the whole of that year and assume the rest of the amount grows at an assumed return of 10%. The year end corpus will decreases as shown below.

Annual ExpensesAssumed ReturnYear end corpus
  3,60,00010%          51,04,000
  3,81,60010%          51,94,640
  4,04,49610%          52,69,158
  4,28,76610%          53,24,432
  4,54,49210%          53,56,934
  4,81,76110%          53,62,690
  5,10,66710%          53,37,226
  5,41,30710%          52,75,511
  5,73,78510%          51,71,898
  6,08,21210%          50,20,054
  6,44,70510%          48,12,884
  6,83,38710%          45,42,446
  7,24,39110%          41,99,861
  7,67,85410%          37,75,207
  8,13,92510%          32,57,410

Even if the expenses increase 6% a year, since the corpus grows at the same annual return of 10%, we will still have 32 Lakh left after 15 years.

The reality: How varying returns can diminish a corpus

Now introduce the variable returns as discussed above.

ExpensesActual ReturnsActual end corpus
  3,60,000-18%        38,04,800
  3,81,600-5%        32,52,040
  4,04,49620%        34,17,053
  4,28,766-27%        21,81,450
  4,54,49252%        26,24,976
  4,81,761-18%        17,57,436
  5,10,667-22%          9,72,480
  5,41,307-3%          4,18,238

The corpus has now run out in 8 years!!

Sequence of returns Risk in the withdrawal stage

Notice that sequence of returns risk can result in failue when you are accumulating a corpus due to bad portfolio management and investor behaviour. In the withdrawal phase after retirement, it results in an error in the actual calculation! This is far more dangerous as one could get away with an assumed return in the accumulation phase.

Video version

This is crucial for investing success! Be sure to understand what sequence of returns risk is!

What is the solution?

Proper asset allocation and step-wise reduction in equity well before the goal deadline. The  Freefincal Robo Advisory Software Template takes care of this automatically. See past articles on this:


If you do not recognise, understand and account for sequence of returns risk in your investment planning, chances are, you would be in for a rude shock. Even if you do not explicity account for it, low return expectations + annual rebalancing + step wise reduction in equity should be enough to handle this risk in the accumulation phase. For the withdrawal phase, you will have to account for this explicity. More on this coming soon.

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About the Author M Pattabiraman author of freefincal.comM. Pattabiraman is the co-author of two books: You can be rich too with goal based investing and Gamechanger. “Pattu” as he is popularly known, publishes unbiased, promotion-free research, analysis and holistic money management advice. Freefincal serves more than one million readers a year with numbers based analysis on topical issues and has more than a 100 free calculators on different aspects of insurance and investment analysis, including a robo advisory template for use by beginners. Contact information: freefincal {at} Gmail {dot} com He conducts free money management sessions for corporates (see details below). Previous engagements include World Bank, RBI, BHEL, Asian Paints.

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Updated: April 6, 2019 — 10:46 am


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  1. Thanks for sharing this sir. Great insights and provides lot of food for thought, especially the need to rethink our assumptions while calculating expected returns.

    Loved reading articles on your blog.

  2. Very interesting web site…Can you possibly tell me how to obtain the mutual fund performance data that you used for the pivot table presentation? Who can help me? Morningstar? Lipper? Reuters? (the same)
    Thank you in advance.

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