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The Persistence of IPO Mispricing and the Predictive Power of Flipping

Journal of Finance 1999 54(3), 1015-1044 open access
This paper examines underwriters' pricing errors and the information content of first‐day trading activity in IPOs. We show that first‐day winners continue to be winners over the first year, and first‐day dogs continue to be relative dogs. Exceptions are “extra‐hot” IPOs, which provide the worst future performance. We also demonstrate that large, supposedly informed, traders “flip” IPOs that perform the worst in the future. IPOs with low flipping generate abnormal returns of 1.5 percentage points per month over the first six months beginning on the third day. We show that flipping is predictable and conclude that underwriters' pricing errors are intentional.

The Persistence of IPO Mispricing and the Predictive Power of Flipping

Journal of Finance 1999 54(3), 1015-1044
This paper examines underwriters' pricing errors and the information content of first‐day trading activity in IPOs. We show that first‐day winners continue to be winners over the first year, and first‐day dogs continue to be relative dogs. Exceptions are “extra‐hot” IPOs, which provide the worst future performance. We also demonstrate that large, supposedly informed, traders “flip” IPOs that perform the worst in the future. IPOs with low flipping generate abnormal returns of 1.5 percentage points per month over the first six months beginning on the third day. We show that flipping is predictable and conclude that underwriters' pricing errors are intentional.

Caveat Compounder: A Warning about Using the Daily CRSP Equal-Weighted Index to Compute Long-Run Excess Returns

Journal of Finance 1998 53(1), 403-416
This paper issues a warning that compounding daily returns of the Center for Research in Security Prices (CRSP) equal-weighted index can lead to surprisingly large biases. The differences between the monthly returns compounded from the daily tapes and the monthly CRSP equal-weighted indices is almost 0.43 percent per month, or 6 percent per year. This difference amounts to one-third of the average monthly return, and is large enough to reverse the conclusions of a paper using the daily tape to compute the return on the benchmark portfolio. We also investigate the sources of these biases and suggest several alternative strategies to avoid them.

Price Reactions to Dividend Initiations and Omissions: Overreaction or Drift?

Journal of Finance 1995 50(2), 573-608
This article investigates market reactions to initiations and omissions of cash dividend payments. Consistent with prior literature, the authors find that the magnitude of short-run price reactions to omissions are greater than for initiations. In the year following the announcements, prices continue to drift in the same direction, though the drift following omissions is stronger and more robust. This postdividend initiation/omission price drift is distinct from and more pronounced than that following earnings surprises. A trading rule employing both samples earns positive returns in twenty-two out of twenty-five years. The authors find little evidence for clientele shifts in either sample.

Auctioned IPOs: The US evidence

Journal of Financial Economics 2010 98(2), 177-194
Between 1999 and 2007, WR Hambrecht completed 19 initial public offerings (IPOs) in the US using an auction mechanism. We analyze investor behavior and mechanism performance in these auctioned IPOs using detailed bidding data. The existence of some bids posted at high prices suggests that some investors (mostly retail) try to free-ride on the mechanism. But institutional demand in these auctions is very elastic, suggesting that institutional investors reveal information in the bidding process. Investor participation is largely predictable based on deal size, and demand is dominated by institutions. Flipping is at most as prevalent in auctions as in bookbuilt deals. But, unlike in bookbuilding, investors in auctions do not flip their shares more in “hot” deals. Finally, we find that institutional investors, who provide more information, are rewarded by obtaining a larger share of the deals that have higher 10-day underpricing. Our results therefore suggest that auctioned IPOs can be an effective alternative to traditional bookbuilding.

Analyst Hype in IPOs: Explaining the Popularity of Bookbuilding

Review of Financial Studies 2007 20(4), 1021-1058
The bookbuilding IPO procedure has captured significant market share from auction alternatives recently, despite the significantly lower costs related to the auction mechanism. In France, where both mechanisms were used in the 1990s, the ostensible advantages of bookbuilding were advertising-related benefits. Book-built issues were more likely to be followed and positively recommended by lead underwriters. Even nonunderwriters' analysts promote book-built issues more in order to curry favor with the IPO underwriter for allocations of future deals. Yet we do not observe valuation or post-IPO return differentials that suggest these types of promotion have any value to the issuing firm.

Strategic IPO underpricing, information momentum, and lockup expiration selling

Journal of Financial Economics 2002 66(1), 105-137
Managers usually do not sell any of their own shares in an initial public offering but instead wait until the end of the lockup period. We develop a model in which managers strategically underprice IPOs to maximize personal wealth from selling shares at lockup expiration. First-day underpricing generates information momentum by attracting attention to the stock and thereby shifting the demand curve for the stock outwards. This allows managers to sell shares at the lockup expiration at prices higher than they would otherwise obtain. We test the model on a sample of IPOs in the 1990s. We find that higher ownership by managers is positively correlated with first-day underpricing, underpricing is positively correlated with research coverage, and research coverage is positively correlated with stock returns and insider selling at the lockup expiration. These results are consistent with the model.

Speed and Expertise in Stock Picking: Older, Slower, and Wiser?

Journal of Financial and Quantitative Analysis 2023 58(4), 1612-1644 open access
There are significant differences among sell-side analysts in how frequently they revise recommendations. We show that much of this variation is an analyst-individual trait. Analysts who change recommendations more slowly make recommendations that are more influential and generate better portfolio returns. Slower-revising analysts tend to change recommendations following corporate news that are harder to interpret by nonstock experts, and our evidence suggests that their investment value derives from their ability to better interpret hard-to-assess information. On average, analysts change recommendations less frequently as their career progresses; however, recommendation speed-style is the dominant predictor of their recommendation value.

Price Reactions to Dividend Initiations and Omissions: Overreaction or Drift?

Journal of Finance 1995
This article investigates market reactions to initiations and omissions of cash dividend payments. Consistent with prior literature we find that the magnitude of short-run price reactions to omissions are greater than for initiations. In the year following the announcements, prices continue to drift in the same direction, though the drift following omissions is stronger and more robust. This post-dividend initiation/omission price drift is distinct from and more pronounced than that following earnings surprises. A trading rule employing both samples earns positive returns in 22 out of 25 years. We find little evidence for clientele shifts in either sample.

Price Reactions to Dividend Initiations and Omissions: Overreaction or Drift?

Journal of Finance 1995 50(2), 573-608
This article investigates market reactions to initiations and omissions of cash dividend payments. Consistent with prior literature we find that the magnitude of short‐run price reactions to omissions are greater than for initiations. In the year following the announcements, prices continue to drift in the same direction, though the drift following omissions is stronger and more robust. This post‐dividend initiation/omission price drift is distinct from and more pronounced than that following earnings surprises. A trading rule employing both samples earns positive returns in 22 out of 25 years. We find little evidence for clientele shifts in either sample.