• Graduate Program
    • Why study Business Data Science?
    • Research Master
    • Admissions
    • Course Registration
    • Facilities
  • Research
  • News
  • Events
  • Alumni
  • Magazine
Home | Events Archive | Predictable Price Pressure
Seminar

Predictable Price Pressure


  • Speakers
    Samuel Hartzmark (University of Chicago, United States)
  • Field
    Finance, Accounting and Finance
  • Location
    Online
  • Date and time

    June 03, 2021
    15:00 - 16:15

CIFRA UvA Finance Seminars. This seminar will be organised via Zoom. If you are interested in joining this seminar, please send an email to the secretariatof the Finance Group. Find also more information on the website of the Finance Group, Amsterdam Business School, University of Amsterdam.

Abstract: We present evidence that stock returns, both at the market level and the individual stock level, can be predicted by the timing of uninformed inflows and outflows of cash that are known in advance. Aggregate dividend payments to investors predict higher value-weighted market returns on the day of payment and the day afterwards, by 13 b.p. for the top five days per year, and 5 b.p. for the top fifty days. This effect holds in the US and internationally. Effects are weaker in months when mutual funds pay out dividends to investors (and so are less likely to reinvest). Industries with greater past exposure to dividend price pressure significantly underperform those with less exposure, consistent with an eventual partial reversal. Predictable selling pressure leads to significantly lower returns after earnings announcements for firms with higher stock compensation. Back of the envelope calculations suggest price multipliers of each dollar invested in the aggregate market ranging from 1.5 to 2.3. These results suggest that predictable price pressure is a widespread result of money flows, rather than an anomaly. Joint paper with D. Salomon (Boston College).