Testing Earnings Season (Alcoa to Wal-Mart) Trading Strategies
Posted in Calendar Effects
April 21, 2010
Two years ago, a reader noted and asked: “CNBC’s Fast Money cited a ‘seasonal’ strategy described in Barron’s, as follows: Go long the market from Wal-Mart’s (WMT) earnings release until Alcoa’s (AA) earnings release and short the market from Alcoa’s earnings release until Wal-Mart’s earnings release (earnings season). Over the last six years, the market has been up nicely during the former period and down an average 8% during the latter. Any testing on this?” To test this strategy, we assemble AA earnings release dates and WMT earnings release dates since the beginning of 1997 (the earliest available for AA), estimating the date for one missing WMT release. This sample of 53 quarters is more than twice as large as that cited, offering more reliable inference. Using the earnings release dates, daily dividend-adjusted closes for S&P 500 SPDR (SPY) as a proxy for the broad stock market and the daily short-term Interest Rate Composite over the period 2/25/97 through 4/12/10, we find that:
The average length of the earnings seasons (off-seasons) as defined is 38 (54) calendar days. Over the entire sample period, the average return for SPY during the 52 (53) earnings seasons (off-seasons) is +0.4% (+1.1%), with standard deviations 5.9% (6.6%). Average returns for the first half and second half of the sample are similar. While the broad stock market does appear to be stronger during the earnings off-season, shorting during earnings season loses money on average.
For detailed analysis, consider three strategies:
- AA-WMT Long Only is in cash (long SPY) during the earnings season (off-season)
- AA-WMT Long-Short is short (long) SPY during the earnings season (off-season).
- Buy-and-Hold SPY is the benchmark.
Trading assumptions are as follows:
- Initial investment in each strategy is $10,000 at the close on 2/25/97.
- Active strategy trades occur at the close on AA/WMT earnings release dates.
- Trading (switching) friction is 0.125% (0.25%) per trade for the AA-WMT Long Only (AA-WMT Long-Short) strategy.
- The return on cash is the short-term Interest Rate Composite.
- Ignore costs of shorting.
The following chart compares the cumulative values of $10,000 initial investments in the three strategies based on the above assumptions over the entire sample period. The earnings season strategies generally underperform buy-and-hold, perhaps with tendencies to fall behind during bull markets and catch up during bear markets. The AA-WMT Long-Short strategy is particularly unattractive because of an average gross loss while short and relatively high trading frictions.
With zero trading friction the AA-WMT Long Only strategy is very similar to buy-and-hold.
In summary, evidence from simple tests does not support a belief that going to cash or shorting the broad stock market during the earnings off-season reliably beats, or even matches, buy-and-hold. It does support a belief that the market tends to be relatively weak during earnings season.
