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  • All HBS Web  (2,747)
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    • News  (525)
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  • 05 Jul 2006
  • Working Paper Summaries

Empirical Tests of Information Aggregation

Keywords: by Pai-Ling Yin; Technology; Web Services
  • 29 Oct 2018
  • Working Paper Summaries

Public Sentiment and the Price of Corporate Sustainability

Keywords: by George Serafeim
  • 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
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Ofek, Elie, and Alicia Dadlani. "LOOP: Driving Change in Auto Insurance Pricing." Harvard Business School Case 522-073, May 2022. (Revised June 2024.)
  • 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
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Einav, Liran, Chiara Farronato, Jonathan Levin, and Neel Sundaresan. "Auctions versus Posted Prices in Online Markets." Journal of Political Economy 126, no. 1 (February 2018): 178–215.
  • Summer 2013
  • Article

Real Estate Prices During the Roaring Twenties and the Great Depression

By: Tom Nicholas and Anna Scherbina
Using new data on market-based transactions we construct real estate price indexes for Manhattan between 1920 and 1939. During the 1920s prices reached their highest level in the third quarter of 1929 before falling by 67% at the end of 1932 and hovering around that... View Details
Keywords: Property; Market Transactions; Price; Value; Financial Crisis; Investment; Real Estate Industry; New York (state, US)
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Nicholas, Tom, and Anna Scherbina. "Real Estate Prices During the Roaring Twenties and the Great Depression." Real Estate Economics 41, no. 2 (Summer 2013): 278–309.
  • Article

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
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Di Maggio, Marco, Mark Egan, and Francesco Franzoni. "The Value of Intermediation in the Stock Market." Journal of Financial Economics 145, no. 2A (August 2022): 208–233.
  • 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
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Chattopadhyay, Akash, Matthew R. Lyle, and Charles C.Y. Wang. "Connecting Expected Stock Returns to Accounting Valuation Multiples: A Primer." Harvard Business School Working Paper, No. 21-081, January 2021.
  • 16 Apr 2009
  • Working Paper Summaries

Gray Markets and Multinational Transfer Pricing

Keywords: by Romana L. Autrey & Francesco Bova
  • 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
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Bhardwaj, Pradeep, Yuxin Chen, and David Godes. "Buyer-Initiated vs. Seller-Initiated Information Revelation." Management Science 54, no. 6 (June 2008).
  • 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

  • June 1995 (Revised October 1999)
  • Case

Microsoft Corp.'s Pricing Policies

Describes the antitrust issues that arose in 1994 and 1995 with respect to Microsoft's marketing practices. View Details
Keywords: Law; Monopoly; Information Technology Industry
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McGahan, Anita M., and Julia Kou. "Microsoft Corp.'s Pricing Policies." Harvard Business School Case 795-173, June 1995. (Revised October 1999.)
  • 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
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Ashraf, Nava, B. Kelsey Jack, and Emir Kamenica. "Information and Subsidies: Complements or Substitutes?" Journal of Economic Behavior & Organization 88 (April 2013): 133–139.
  • 2008
  • Working Paper

Behavioral Aspects of Price Setting, and Their Policy Implications

By: Julio J. Rotemberg
This paper starts by discussing consumers' cognitive and emotional reaction to posted prices. Cognitively, some consumers do not appear to make effective use of price information to maximize their consumption-based utility. Emotionally, prices can induce regret and... View Details
Keywords: Inflation and Deflation; Price; Policy; Laws and Statutes; Consumer Behavior; Emotions
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Rotemberg, Julio J. "Behavioral Aspects of Price Setting, and Their Policy Implications." NBER Working Paper Series, No. 13754, February 2008.
  • 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
  • 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
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Baker, Malcolm, Xin Pan, and Jeffrey Wurgler. "The Effect of Reference Point Prices on Mergers and Acquisitions." Journal of Financial Economics 106, no. 1 (October 2012): 49–71.
  • 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
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Casadesus-Masanell, Ramon. "Ford's Model-T: Pricing over the Product Life Cycle." Abante: Estudios en dirección de empresas 1, no. 2 (1998): 143–65.
  • 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
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Chang, Tom Y., Samuel M. Hartzmark, David H. Solomon, and Eugene F. Soltes. "Being Surprised by the Unsurprising: Earnings Seasonality and Stock Returns." Review of Financial Studies 30, no. 1 (January 2017): 281–323.
  • June 2024
  • Article

Information Spillovers in Experience Goods Competition

By: Zhuoqiong Charlie Chen, Christopher Stanton and Catherine Thomas
When experience goods compete, consuming one product can be informative about value for similar untried products. We study a two-period model of duopoly competition in markets that have this feature and where firms can price discriminate between consumers based on... View Details
Keywords: Experience Goods; Competition; Information; Demand and Consumers; Profit; Price
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Chen, Zhuoqiong Charlie, Christopher Stanton, and Catherine Thomas. "Information Spillovers in Experience Goods Competition." Management Science 70, no. 6 (June 2024): 3923–3950.
  • July 2010
  • Supplement

Marketing Analysis Toolkit: Pricing and Profitability Analysis (CW)

By: Thomas J. Steenburgh and Jill Avery
Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details
Keywords: Management Analysis, Tools, and Techniques; Marketing Strategy; Decisions; Strategic Planning; Price; Partners and Partnerships; Cost; Demand and Consumers; Revenue; Profit; Mathematical Methods; Measurement and Metrics
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Steenburgh, Thomas J., and Jill Avery. "Marketing Analysis Toolkit: Pricing and Profitability Analysis (CW)." Harvard Business School Spreadsheet Supplement 511-701, July 2010.
  • December 1999 (Revised November 2000)
  • Background Note

Pricing and Market Making on the Internet

By: Robert J. Dolan and Youngme E. Moon
Considers the impact of the Internet on how market exchanges will take place. Discusses the role of shopping agents and alternatives to fixed prices such as negotiations, auctions, and exchanges. View Details
Keywords: Price; Marketing Strategy; Auctions; Digital Platforms; Negotiation; Internet and the Web
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Dolan, Robert J., and Youngme E. Moon. "Pricing and Market Making on the Internet." Harvard Business School Background Note 500-065, December 1999. (Revised November 2000.)
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