Publications

2022
Article

Which Corporate ESG News Does the Market React To?

By: George Serafeim and Aaron Yoon

Using a dataset that classifies firm-level ESG news as positive and negative, we examine how stock prices react to different types of ESG news. We analyze 111,020 firm-day observations for 3,126 companies and find that prices react only to issues identified as... View Details

Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Ratings; Social Capital; Environment; Sustainability; CSR; Stock Price; Stock Market Expectations; Materiality; Market Reaction; Environmental Sustainability; Governance; Social Issues; Performance; News

SSRN

April 2023
Article

The Stock Market Valuation of Human Capital Creation

By: Ethan Rouen and Matthias Regier

We develop a measure of firm-year-specific human capital investment from publicly disclosed personnel expenses (PE) and examine the stock market valuation of this investment. Measuring the future value of PE (PEFV) based on the relation between... View Details

Keywords: Intangibles; Valuation; Human Capital; Investment Return

05 Jul 2006
Working Paper Summaries

Empirical Tests of Information Aggregation

Keywords: by Pai-Ling Yin; Technology; Web Services

16 Apr 2009
Working Paper Summaries

Gray Markets and Multinational Transfer Pricing

Keywords: by Romana L. Autrey & Francesco Bova

May 2022 (Revised June 2024)
Case

LOOP: Driving Change in Auto Insurance Pricing

By: Elie Ofek and Alicia Dadlani

John Henry and Carey Anne Nadeau, co-founders and co-CEOs of LOOP, an insurtech startup based in Austin, Texas, were on a mission to modernize the archaic $250 billion automobile insurance market. They sought to create equitably priced insurance by eliminating pricing... View Details

Keywords: AI and Machine Learning; Technological Innovation; Equality and Inequality; Prejudice and Bias; Growth and Development Strategy; Customer Relationship Management; Price; Insurance Industry; Financial Services Industry

Educators

Purchase

01 Apr 2002
News

Stocking Up Can Build Customer Value

matching the ratio between his cost and the price he charges. For example, if he buys the papers for ten cents and sells them for seventy cents, and his records show that demand is typically ten papers or less six days out of every week,... View Details

Keywords: Colleges, Universities, and Professional Schools; Educational Services

February 2018
Article

Auctions versus Posted Prices in Online Markets

By: Liran Einav, Chiara Farronato, Jonathan Levin and Neel Sundaresan

Auctions were very popular in the early days of internet commerce, but today online sellers mostly use posted prices. We model the choice between auctions and posted prices as a trade-off between competitive price discovery and convenience. Evidence from eBay fits the... View Details

Keywords: Internet and the Web; Auctions; Price

2021
Working Paper

Connecting Expected Stock Returns to Accounting Valuation Multiples: A Primer

By: Akash Chattopadhyay, Matthew R. Lyle and Charles C.Y. Wang

We outline a framework in which accounting “valuation anchors" could be connected to expected stock returns. Under two general conditions, expected log returns is a log-linear function of a valuation (market value-to-accounting) multiple and the expected growth in the... View Details

Keywords: Expected Returns; Present Value; Investment Return; Accounting; Valuation; Information; Framework

SSRN

October 2012
Article

The Effect of Reference Point Prices on Mergers and Acquisitions

By: Malcolm Baker, Xin Pan and Jeffrey Wurgler

Prior stock price peaks of targets affect several aspects of merger and acquisition activity. Offer prices are biased toward recent peak prices although they are economically unremarkable. An offer's probability of acceptance jumps discontinuously when it exceeds a... View Details

Keywords: Mergers and Acquisitions; Stocks; Price; Valuation; Negotiation

Research Summary

Information Intermediation

Christopher F. Noe's research involves examining a variety of issues relating to the process through which firms communicate with external parties. He has shown that trading by corporate officials in their own firms shares of common stock increases in the period... View Details

1998
Journal Article

Ford's Model-T: Pricing over the Product Life Cycle

By: Ramon Casadesus-Masanell

The pricing decisions monopolistic firms make over time are determined to a large extent by the complex interplay of two distinct sets of elements: demand- and supply-based considerations. Demand factors include the possibilities of (a) exercising dynamic price... View Details

Keywords: Experience and Expertise; Decisions; Forecasting and Prediction; Cost; Price; Information; Demand and Consumers; Monopoly; Product; Sales; Complexity; Auto Industry

2021
Working Paper

The Value of Intermediation in the Stock Market

By: Marco Di Maggio, Mark Egan and Francesco Franzoni

We estimate a structural model of broker choice to quantitatively decompose the value that institutional investors attach to broker services. Studying over 300 million institutional equity trades, we find that investors are sensitive to both explicit and implicit... View Details

Keywords: Financial Intermediation; Institutional Investors; Research Analysts; Broker Networks; Equity Trading; Institutional Investing; Financial Services Industry

SSRN

29 Oct 2018
Working Paper Summaries

Public Sentiment and the Price of Corporate Sustainability

Keywords: by George Serafeim

Article

Buyer-Initiated vs. Seller-Initiated Information Revelation

Sales presentations are the core of the selling process where salespeople provide information to prospects. One challenge is that the amount of information available to be potentially communicated may exceed salespeople's ability to communicate or customers' ability to... View Details

Keywords: Information; Quality; Marketing Communications; Game Theory; Sales

April 2013
Article

Information and Subsidies: Complements or Substitutes?

By: Nava Ashraf, B. Kelsey Jack and Emir Kamenica

Does providing information about a product affect the impact of price subsidies on purchases of new or unfamiliar products? This question is particularly relevant for the introduction of health products in developing countries where consumers may be uncertain about... View Details

Keywords: Subsidies; Information; Consumer Behavior; Health; Zambia

January 2017
Article

Being Surprised by the Unsurprising: Earnings Seasonality and Stock Returns

By: Tom Y. Chang, Samuel M. Hartzmark, David H. Solomon and Eugene F. Soltes

We present evidence consistent with markets failing to properly price information in seasonal earnings patterns. Firms with historically larger earnings in one quarter of the year (“positive seasonality quarters”) have higher returns when those earnings are usually... View Details

Keywords: Business Earnings; Investment

01 Mar 2016
News

Faculty Q&A: Price Check

a limited time. Many of its products sell out the first time they’re offered, and a majority of the revenues come from first sales. So the question of how to price new products is an important one, but there’s no historical sales View Details

Keywords: Julia Hanna; Nonstore Retailers; Retail Trade

15 Dec 2014
Research & Ideas

Deconstructing the Price Tag

When a company sets a price for a product, shoppers typically have no idea what it costs to produce that item. But it turns out that consumers reward efforts to lay out these figures—to deconstruct the price... View Details

Keywords: by Dina Gerdeman; Retail

May – June 1981
Article

Is Your Stock Worth Its Market Price?

By: W. E. Fruhan Jr. and Thomas R. Piper

Keywords: Stocks; Price; Value