Blog - Investing Notes

February 20, 2007 - The Quarterly Earnings Forecast Walk-Down

How do analyst earnings forecasts vary across financial reporting periods? Does the desire of analysts to maintain a good relationship with firm management affect earnings forecasts? In their February 2007 paper entitled "Relationship Incentives and the Optimistic/Pessimistic Pattern in Analysts' Forecasts", Robert Libby, James Hunton, Hun-Tong Tan and Nicholas Seybert report the results of controlled blind experiments involving experienced sell-side financial analysts that address these questions. Using information gained from "training sessions" for a group of 47 analysts from a single large investment banking/brokerage firm and 34 analysts from a medium-sized regional brokerage firm, they conclude that:

• Earnings forecasts trend from optimistic to pessimistic (walk down) across quarterly financial periods.
• This walk-down effect is significantly stronger when the analysts involved have a good relationship with management.
• Analysts are aware of both the general downward bias in management guidance and the walk-down pattern of their own forecasts. They view the walk-down as beneficial (favored conference call participation and information access) to future relationships with firm management and with brokerage clients.
• This behavior is independent of analyst demographics such as age and years of experience, and of past analyst forecast accuracy.
• Recent regulatory changes (Regulation FD and Regulation AC) may have reduced but have not eliminated this type of conflict of interest.

The following chart, taken from the paper, compares the quarterly earnings forecast walk-downs when analysts are concerned only with forecast accuracy and when they have developed a good relationship with the covered firm. The relationship amplifies the quarterly walk-down with more optimistic beginning forecasts and more pessimistic ending forecasts.

In summary, analysts tend to walk their earnings forecasts down as release of actuals approaches, and this walk-down effect is stronger for analysts that have good relationships with management.

Assuming most firms report by calendar quarter, the above results suggest that stock returns in the first half of calendar quarters (when earnings releases tend to counter pessimistic forecasts from the end of the prior quarter and forecasts for next quarter tend to be most optimistic) might outperform stock returns in the second half of calendar quarters (as earnings forecasts for the next quarter drift toward pessimism). To test this implication, we calculate returns for the S&P 500 index since the beginning of 1990 for two types of intervals:

Type 1 - From the close on the first day of each calendar quarter to the close on the calendar 15th (or as close as possible to the 15th) of the middle month of that calendar quarter; and,

Type 2 - From the close on each calendar 15th (or as close as possible to the 15th) of the middle month of a calendar quarter to the the close on the first day of the next calendar quarter.

The average return for all 138 intervals is 1.14%. As summarized in the following chart, the average return for Type 1 intervals is 1.52%, compared to only 0.75% for Type 2 intervals. This result supports the corollary that the quarterly drift of earnings forecasts toward pessimism may affect stock prices.

For related research, see Earnings Trends and Blog Synthesis: Calendar Effects.