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January Barometer Over the Long Run

Steve LeCompte | | Posted in: Calendar Effects

Guide Calendar Effects Months and seasons

Key Insight

January S&P 500 returns show a correlation of 0.05 with February–December returns (R-squared 0.00; monthly closes, 1927–2023); the post reports a very bad January preceding weaker rest-of-year returns in small terciles (descriptive; not a trading test).

Does long term data support the belief that "as goes January, so goes the rest of the year" (January is the barometer) for the the U.S. stock market? To investigate, we consider two views of the S&P 500 Index over its full history:

  • Correlations between index returns during each calendar month and returns over the next 11 months.
  • Index performance during the next 11 months across ranked thirds (terciles) of January returns.

Using monthly closes of the S&P 500 Index from the end of 1927 through 2023 (96 years), we find that:

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Calendar Effects guide

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