Daily movie theatre ticket sales can predict stock market returns
Box office earnings create upward pressure on stock prices for at least five days
Box office earnings create upward pressure on stock prices for at least five days
By Media RelationsDaily box office earnings can accurately predict stock market returns, according to a new study.
Traditionally quarterly and monthly consumption data is used to predict stock market performance. But using box office earnings – a measure that captures consumption on a more frequent basis – offers more timely and relevant data for decision-makers in the financial markets.
“U.S. box office earnings carry value relevant information for investors. We show that box office earnings can predict returns up to five days,” said Dr. Seda Oz, a professor at the University of Waterloo’s School of Accounting and Finance. “Our research provides evidence that daily consumption carries new, timelier and relevant information for stock markets.”
Oz and co-author Steve Fortin, a professor at Waterloo’s School of Accounting and Finance, test the hypothesis that a daily consumption variable – box office earnings – has implications for the stock market. Based on data available from 1997 to 2019, the authors found that daily measures predict future aggregate stock market returns significantly and positively for up to six days using the Center for Research in Security Prices value-weighted market excess return and for up to five days using the Standard and Poor’s 500 market return. The results demonstrate that box office earnings create upward pressure on stock prices for at least up to five days.
“We interpret box office earnings as early signs of spending,” said Oz. “Our evidence may represent a profitable market timing strategy that investors could potentially exploit.”
The link between money spent on movie theatre tickets and market returns suggests that box office earnings capture consumption among investors and can be used to create potentially profitable trading strategies. This is the first study exploiting daily consumption data in a stock market context.
The study authored by Oz and Fortin was recently published in the journal Financial Management.

Read more
James Malzahn explores AI, surveillance and human perception through immersive art to challenge audiences to question truth, authorship and the impact of emerging technologies

Read more
Interdisciplinary postdoctoral fellow directs The Nether, an immersive performance that explores action and consequence across physical and virtual space

An international team of researchers has proposed ways to train large language models to be wiser and to measure AI wisdom (Getty Images/PhonlamaiPhoto).
Read more
International study suggests ways to train large language models in wise reasoning and measure the wisdom of AI
The University of Waterloo acknowledges that much of our work takes place on the traditional territory of the Neutral, Anishinaabeg, and Haudenosaunee peoples. Our main campus is situated on the Haldimand Tract, the land granted to the Six Nations that includes six miles on each side of the Grand River. Our active work toward reconciliation takes place across our campuses through research, learning, teaching, and community building, and is co-ordinated within the Office of Indigenous Relations.