Stock - Publications - Faculty & Research

November 1995 (Revised August 1996)
Case

Stock Bank Inc.

Fast Answer

Where can I find data on institutional vs. individual ownership of equities in the U.S.? Institutional holding information going back to 1980 is available by using Thomson Reuters Ownership Databases in View Details

2007
Working Paper

Investor Sentiment in the Stock Market

By: Malcolm Baker and Jeffrey Wurgler

Real investors and markets are too complicated to be neatly summarized by a few selected biases and trading frictions. The "top down" approach to behavioral finance focuses on the measurement of reduced form, aggregate sentiment and traces its effects to stock returns.... View Details

Keywords: Investment; Markets; Behavioral Finance; Stocks

Citation

2023
Working Paper

The Optimal Stock Valuation Ratio

By: Sebastian Hillenbrand and Odhrain McCarthy

Trailing price ratios, such as the price-dividend and the price-earnings ratio, scale prices by trailing cash flow measures. They theoretically contain expected returns, yet, their performance in predicting stock market returns is poor. This is because of an omitted... View Details

Keywords: Price; Investment Return; AI and Machine Learning; Valuation; Cash Flow; Forecasting and Prediction

Citation

SSRN

30 Nov 2016
Working Paper Summaries

The Stock Market and Bank Risk-Taking

Keywords: by Antonio Falato and David Scharfstein; Financial Services; Banking

2025
Working Paper

Heterogeneous Beliefs and Stock Market Fluctuations

By: Odhrain McCarthy and Sebastian Hillenbrand

This paper examines the role of heterogeneous investor beliefs in explaining stock market puzzles. Using survey data, we show that individual investors and investment professionals, such as equity analysts and strategists, form distinct beliefs. These groups rely on... View Details

Keywords: Financial Markets; Valuation; Stocks; Asset Pricing; Investment; Behavioral Finance

Citation

SSRN

March 2009
Article

Trading Restrictions and Stock Prices

By: Robin Greenwood

Firms can manipulate their stock price by limiting the ability of their investors to sell. I examine a series of corporate events in Japan in which firms actively reduced their float—the fraction of shares available to trade—for periods of one to three months, locking... View Details

Keywords: Equity; Stock Shares; Investment; Investment Return; Price; Market Transactions; Japan

December 2020
Article

Stock Market Returns and Consumption

By: Marco Di Maggio, Amir Kermani and Kaveh Majlesi

This paper employs Swedish data containing security level information on households' stock holdings to investigate how consumption responds to changes in stock market returns. We exploit households’ portfolio weights in previous years as an instrument for actual... View Details

Keywords: Capital Gain; Dividend Income; Consumption; Near-rational Behavior; Investment Return; Household; Spending; Behavior

Citation

SSRN

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July 2001 (Revised March 2002)
Case

Nasdaq Stock Market, Inc., The

By: Andre F. Perold and Austin K Scee

NASDAQ's mission "to facilitate capital formation" is threatened by the emergence of Electronic Communication Networks, which are not as heavily regulated by the SEC. This case reviews the development of NASDAQ and its evolution from a loose network of broker-dealers... View Details

Keywords: Capital Markets; Stocks; Financial Markets; Governing Rules, Regulations, and Reforms; Innovation Strategy; Performance Efficiency; Perspective

Citation

Educators

Purchase

February 2024 (Revised February 2024)
Case

CLSA: Integrating ESG in Stock Valuation

By: Shirley Lu, Aaron Yoon and Billy Chan

In 2023, a senior financial analyst at the Hong Kong-based stock brokerage firm CLSA was surprised to see that, based on his calculations, the financial impact from climate risks on a major Indian cement manufacturing company’s projected earnings could be massive.... View Details

Keywords: Accounting; Corporate Governance; Analysis; Stocks; Valuation; Environmental Sustainability; Financial Services Industry; Industrial Products Industry; Hong Kong; China; India; Asia

Citation

Educators

09 Jun 2020
News

Fed action, debt markets and stocks

29 Apr 2015
Lessons from the Classroom

Use Personal Experience to Pick Winning Stocks

Let's face it: in most cases, the stock market knows what it's doing. With millions of people performing their homework and investing money in stocks they hope will pay off, it's hard for any one person to... View Details

Keywords: by Michael Blanding; Financial Services

March 1996
Case

FASB and Employee Stock Options, The

Summarizes the accounting principles governing employee stock options, including the recently issued accounting standard SFAS 123, Accounting for Stock-Based Compensation. Presents the theoretical issues involved with valuation and measurement of employee stock-based... View Details

Keywords: Employee Stock Ownership Plan; Accounting

Citation

Educators

Purchase

Article

Liquidity Provision and Stock Return Predictability

By: Mark Seasholes and Terrence Hendershott

This paper examines the trading behavior of two groups of liquidity providers (specialists and competing market makers) using a six-year panel of NYSE data. Trades of each group are negatively correlated with contemporaneous price changes. To test for return... View Details

Keywords: Liquidity; Market Makers; Market Efficiency; Inventory; Liquidity Provision; Market Design; Financial Liquidity; Stocks; Investment Return

Citation

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Read Now

20 Feb 2018
Working Paper Summaries

Stock Market Returns and Consumption

Keywords: by Marco Di Maggio, Amir Kermani, and Kaveh Majlesi; Financial Services

29 Apr 2015
News

Using Personal Experience to Pick Winning Stocks

19 May 2008
Research & Ideas

Connecting School Ties and Stock Recommendations

Social networks matter for more than just efficient Internet communication. They're also crucial for the strong performance of stock recommendations by analysts, according to researchers at Harvard Business School and the University of... View Details

Keywords: by Martha Lagace; Financial Services

December 2001
Exercise

Exercise on Employee Stock Option Dilution

By: Brian J. Hall

Discusses the effects of option dilution on stock prices and shareholder value. To simplify the example and isolate the complexity of option dilution, we make a number of simplifying assumptions. View Details

Keywords: Stocks; Price; Employee Stock Ownership Plan; Business and Shareholder Relations; Complexity; Value

Citation

Find at Harvard