Wednesday, April 29, 2015

(not so) Smart Beta ETFs

From Alpha Architect:

How Smart are “Smart Beta” ETFs?
Many consider smart beta to be a revolution in the asset management industry. For example, Bloomberg ran an article, “Funds Run by Robots Now Accounts for $400 Billion,” which caught our attention. According to this article, “Smart beta,” is one of the fastest growing segments of ETFs, accounting for nearly 20% of all assets in domestic ETFs as of the end of 2014.

The “secret sauce” of smart beta is its use of alternative weighting schemes to capture premiums associated with factors such as size, value, momentum, low volatility, and so on.

Unfortunately, academic researchers are having difficulty finding the secret sauce associated with smart beta. For us, this finding is unsurprising, since other researchers have already highlighted that many so-called factors are likely false. Nonetheless, we highlight a new research paper by Denys Glushkov, which dives deep into the data and concludes that the benefits of smart beta are questionable.
A quote from Denys:
Using a comprehensive sample of 164 domestic equity Smart Beta (SB) ETFs during 2003-2014 period…I find no evidence that SB ETFs significantly outperform their risk-adjusted passive benchmarks.
Ouch…

How Smart are “Smart Beta” ETFs?
Denys Glushkov conducts a comprehensive analysis of relative performance and factor timing of “Smart Beta” ETFs. A version of the paper can be found here.

In order to see how smart “Smart Beta” really is, this paper uses 164 domestic equity “Smart Beta” ETFs from 2003 to 2014 as the test sample. It categorizes each ETF into 15 category portfolios based on common factors, and then compares them with passive index benchmarks.
This paper use 3 types of benchmarks:
  1. Self-declared benchmark by the ETF provider;
  2. Risk-adjusted version of the self-declared benchmark;
  3. A blended benchmark constructed as an annually rebalanced combination of passive existing funds representing the broad stock market and various factor exposures (size and value).

Finding 1: Performance isn’t great

  • 60% of “Smart Beta” categories (9 out of 15) outperformed their raw declared benchmarks from 2003 to 2014.
  • Only one category (Value) significantly outperformed its risk-adjusted benchmark as measured by Jensen’s alpha.
  • None of the “Smart Beta” categories significantly outperformed the blended benchmark.
  • One of the most popular categories, dividend-oriented ETFs, significantly underperformed the benchmark by an annualized -3.81% (t=1.73)
http://blog.alphaarchitect.com/wp-content/uploads/2015/04/How-smart-are-smart-beta-ETFs.png
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