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  • All HBS Web  (1,018)
    • People  (2)
    • News  (235)
    • Research  (650)
    • Events  (3)
    • Multimedia  (3)
  • Faculty Publications  (154)
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  • Article

Recovering Investor Expectations from Demand for Index Funds

By: Mark Egan, Alexander J. MacKay and Hanbin Yang
We use a revealed-preference approach to estimate investor expectations of stock market returns. Using data on demand for index funds that follow the S&P 500, we develop and estimate a model of investor choice to flexibly recover the time-varying distribution of... View Details
Keywords: Stock Market Expectations; Demand Estimation; Exchange-traded Funds (ETFs); Demand and Consumers; Investment
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Egan, Mark, Alexander J. MacKay, and Hanbin Yang. "Recovering Investor Expectations from Demand for Index Funds." Review of Economic Studies 89, no. 5 (October 2022): 2559–2599.
  • 2021
  • Working Paper

Recovering Investor Expectations from Demand for Index Funds

By: Mark Egan, Alexander J. MacKay and Hanbin Yang
We use a revealed-preference approach to estimate investor expectations of stock market returns. Using data on demand for index funds that follow the S&P 500, we develop and estimate a model of investor choice to flexibly recover the time-varying distribution of... View Details
Keywords: Stock Market Expectations; Demand Estimation; Exchange-traded Funds (ETFs); Demand and Consumers; Investment; United States
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Egan, Mark, Alexander J. MacKay, and Hanbin Yang. "Recovering Investor Expectations from Demand for Index Funds." NBER Working Paper Series, No. 26608, January 2020. (Accepted at the Review of Economic Studies. Harvard Business School Working Paper, No. 20-122, May 2020. Direct download. Revised July 2021.)
  • Research Summary

Dynamics of Platform Competition: Exploring the Role of Installed Base, Platform Quality and Consumer Expectations

Researchers debate the role of installed base, platform quality and consumer expectations in driving the success of platforms. We analyze these three factors in a dynamic model where a new entrant with superior quality competes with an incumbent platform, and... View Details

  • 2021
  • Article

Consumer Disclosure

By: Tami Kim, Kate Barasz and Leslie John
As technological advances enable consumers to share more information in unprecedented ways, today’s disclosure takes on a variety of new forms, triggering a paradigm shift in what “disclosure” entails. This review introduces two factors to conceptualize consumer... View Details
Keywords: Disclosure; Passive Disclosure; Information; Internet and the Web; Consumer Behavior; Situation or Environment
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Kim, Tami, Kate Barasz, and Leslie John. "Consumer Disclosure." Consumer Psychology Review 4 (2021): 59–69.
  • 04 Dec 2007
  • Working Paper Summaries

Dynamics of Platform Competition: Exploring the Role of Installed Base, Platform Quality and Consumer Expectations

Keywords: by Feng Zhu & Marco Iansiti; Entertainment & Recreation
  • 2007
  • Working Paper

Dynamics of Platform Competition: Exploring the Role of Installed Base, Platform Quality and Consumer Expectations

By: Feng Zhu and Marco Iansiti
This paper seeks to answer three questions. First, which drives the success of a platform, installed base, platform quality or consumer expectations? Second, when does a monopoly emerge in a platform-based market? Finally, when is a platform-based market socially... View Details
Keywords: Price; Network Effects; Digital Platforms; Monopoly; Quality; Competitive Advantage; Digital Platforms
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Zhu, Feng, and Marco Iansiti. "Dynamics of Platform Competition: Exploring the Role of Installed Base, Platform Quality and Consumer Expectations." Harvard Business School Working Paper, No. 08-031, November 2007.
  • 20 Sep 2004
  • Research & Ideas

How Consumers Value Global Brands

In 2002, we carried out a two-stage research project in partnership with the market research company Research International/USA to find out how consumers in different countries value global brands. First, we conducted a qualitative study... View Details
Keywords: by Douglas B. Holt, John A. Quelch & Earl L. Taylor
  • 2010
  • Working Paper

Quality Provision, Expected Firm Altruism and Brand Extensions

By: Julio J. Rotemberg
This paper studies quality choice in a model where consumers expect firms to act altruistically. It is shown that, under plausible assumptions regarding this altruism and the reaction of consumers to firms that demonstrate insufficient altruism, existing firms (or... View Details
Keywords: Brands and Branding; Consumer Behavior; Product Development; Corporate Social Responsibility and Impact; Quality; Mathematical Methods
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Rotemberg, Julio J. "Quality Provision, Expected Firm Altruism and Brand Extensions." NBER Working Paper Series, No. 15635, January 2010.
  • May 25, 2016
  • Comment

How Consumers and Businesses are Reshaping Public Health

By: John A. Quelch
Healthcare and education are two issues in which citizens around the world, rich and poor, are passionately interested. It has long been appreciated that the way that a society treats its youngest and oldest members says much about its moral maturity. Economic... View Details
Keywords: Healthcare; Consumer Power; Innovation In Healthcare Delivery; Mobile Healthcare; Transition; Transformation; Trends; Customer Satisfaction; Customer Value and Value Chain; Health Care and Treatment; Information; Collaborative Innovation and Invention; Independent Innovation and Invention; Innovation and Management; Innovation Leadership; Management; Marketing; Markets; Planning; Problems and Challenges; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; South America; North and Central America; Middle East; Europe; Asia
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Quelch, John A. "How Consumers and Businesses are Reshaping Public Health." Harvard Business School Working Knowledge (May 25, 2016).
  • Research Summary

Relative Thinking and Consumer Choice

By: Joshua R. Schwartzstein

Fixed differences appear smaller when compared to large differences. Professor Schwartzstein has proposed a model of relative thinking, in which a person weighs a given change by less when he compares it to a larger range. Relative thinking implies that a person is... View Details

  • 04 Jun 2024
  • Research & Ideas

Navigating Consumer Data Privacy in an AI World

reason is all about consumer and societal reactions. Just because something is legal doesn't necessarily mean it's viewed as acceptable. There's a growing awareness among customers and users about how their data is used, and people... View Details
Keywords: by Rachel Layne; Technology; Information Technology
  • 2024
  • Working Paper

How Inflation Expectations De-Anchor: The Role of Selective Memory Cues

By: Nicola Gennaioli, Marta Leva, Raphael Schoenle and Andrei Shleifer
In a model of memory and selective recall, household inflation expectations remain rigid when inflation is anchored but exhibit sharp instability during inflation surges, as similarity prompts retrieval of forgotten high-inflation experiences. Using data from the New... View Details
Keywords: Cognition and Thinking; Inflation and Deflation; Personal Finance
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Gennaioli, Nicola, Marta Leva, Raphael Schoenle, and Andrei Shleifer. "How Inflation Expectations De-Anchor: The Role of Selective Memory Cues." NBER Working Paper Series, No. 32633, June 2024.
  • Research Summary

Consumer Decision Making and Behavioral Research

By: John T. Gourville

John Gourville’s research focuses on consumer behavior, especially in the areas of pricing and consumer decision making. In the area of pricing, for instance, he has looked at the role of time on how consumers interpret and react to product costs and prices.... View Details

  • 24 Feb 2020
  • Working Paper Summaries

Recovering Investor Expectations from Demand for Index Funds

Keywords: by Mark Egan, Alexander J. MacKay, and Hanbin Yang
  • 05 May 2008
  • Research & Ideas

Connecting with Consumers Using Deep Metaphors

consumer needs and preferences. The issue is whether they do so as well as they could by using the most appropriate or insight-bearing tools and techniques. The high failure rate of new offerings and the failure of existing offerings to... View Details
Keywords: by Martha Lagace; Consumer Products
  • March–April 2013
  • Article

Expected Firm Altruism, Quality Provision, and Brand Extensions

By: Julio J. Rotemberg
A setting is considered where consumers keep track of the extent to which brands care about them, which is modeled as altruism of brands towards their target consumers. Consumers who purchase an experience good of high quality reasonably deduce that the supplier of... View Details
Keywords: Customers; Quality; Consumer Behavior; Attitudes; Brands and Branding
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Rotemberg, Julio J. "Expected Firm Altruism, Quality Provision, and Brand Extensions." Marketing Science 32, no. 2 (March–April 2013): 325–341.
  • 2013
  • Case

Hindustan Unilever Limited: Meeting Employee Expectations

By: Shashank Shah, Ajith Sankar and David Sharpe
Keywords: Human Resource Management; Employee Empowerment; Employee Engagement; Employee Compensation; Consumer Products Industry; India; United Kingdom
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Shah, Shashank, Ajith Sankar, and David Sharpe. "Hindustan Unilever Limited: Meeting Employee Expectations." Canada: University of Western Ontario, Richard Ivey School of Business Case 9B13C036, 2013.
  • 13 Sep 2010
  • Research & Ideas

The Consumer Appeal of Underdog Branding

attractive. Why? The reason might be an increasing willingness on the part of consumers to identify with the underdog. In today's economically difficult times, it appears, underdog brands are gaining psychological, and real, power in the... View Details
Keywords: by Martha Lagace
  • 26 Mar 2012
  • Research & Ideas

What Neuroscience Tells Us About Consumer Desire

for behavior, and draws on concepts and techniques from neuroscience to inform her research in marketing. For corporations, on the other hand, the science is a means to an end goal of selling more stuff. But the tools, once restricted to biomedical research, are... View Details
Keywords: by Carmen Nobel; Consumer Products
  • November 2007
  • Article

A Model of Consumer Learning for Service Quality and Usage

By: Raghuram Iyengar, Asim Ansari and Sunil Gupta
In many services, e.g., the wireless service industry, consumers choose a service plan based on their expected consumption. In such situations, consumers experience two forms of uncertainty. First, consumers may be uncertain about the quality of their service provider... View Details
Keywords: Experience and Expertise; Customer Value and Value Chain; Learning; Price; Knowledge Use and Leverage; Marketing Strategy; Consumer Behavior; Service Delivery; Quality; Risk and Uncertainty; Service Industry
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Iyengar, Raghuram, Asim Ansari, and Sunil Gupta. "A Model of Consumer Learning for Service Quality and Usage." Journal of Marketing Research (JMR) 44, no. 4 (November 2007): 529–544.
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