RT Journal Article SR Electronic T1 Patterns in Analysts' Long-Term Earnings Forecasts JF The Journal of Investing FD Institutional Investor Journals SP 129 OP 137 DO 10.3905/joi.2007.698975 VO 16 IS 4 A1 Rich Fortin A1 James H Gilkeson A1 Stuart E Michelson YR 2007 UL https://pm-research.com/content/16/4/129.abstract AB This article examines the accuracy of analysts' long-term estimates (made before the beginning of the year being forecast) of annual operating earnings during the 1986–2002 period, as provided in the Thomson First Call I/B/E/S database. The article asks whether an investor can use the pattern of a particular analyst's earnings estimates as a way of discerning analyst accuracy; that is, whether there are biases or signals in those patterns. Examining the change between consecutive earnings estimates, we find larger changes (negative or positive) are associated with lower forecast accuracy. Examining the difference between an analyst's estimate of earnings and the previous year's actual earnings in joint tests, we find that estimates predicting larger increases in earnings are decreasingly accurate, but those predicting larger decreases in earnings are increasingly accurate. Examining the number of estimates produced by an analyst as a signal of quality, we find no relationship in univariate tests, although one has been reported previously in the literature; in joint tests, a negative relationship is found between forecast frequency and accuracy.TOPICS: Security analysis and valuation, fundamental equity analysis, quantitative methods, statistical methods