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  • All HBS Web  (5,351)
    • People  (6)
    • News  (1,199)
    • Research  (3,417)
    • Events  (19)
    • Multimedia  (5)
  • Faculty Publications  (2,312)
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  • February 2018
  • Article

Financial Disclosure and Market Transparency with Costly Information Processing

By: Marco Di Maggio and Marco Pagano
We study a model where some investors (“hedgers”) are bad at information processing, while others (“speculators”) have superior information-processing ability and trade purely to exploit it. The disclosure of financial information induces a trade externality: if... View Details
Keywords: Financial Disclosure; Information Processing; Liquidity; Market Transparency; Rational Inattention; Information; Financial Liquidity; Knowledge Use and Leverage; Corporate Disclosure; Financial Markets; Investment
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Di Maggio, Marco, and Marco Pagano. "Financial Disclosure and Market Transparency with Costly Information Processing." Review of Finance 22, no. 1 (February 2018): 117–153.
  • Article

Market Interest in Nonfinancial Information

By: R. G. Eccles, Michael P. Krzus and George Serafeim
Market interest in nonfinancial (e.g., Environmental, Social, and Governance [ESG]) information, including data produced by the Carbon Disclosure Project (CDP), is growing. Using data from Bloomberg we analyze this interest from a variety of different perspectives, and... View Details
Keywords: Markets; Analytics and Data Science; Perspective; Environmental Sustainability; Social Issues; Corporate Disclosure; Projects; Interests
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Eccles, R. G., Michael P. Krzus, and George Serafeim. "Market Interest in Nonfinancial Information." Journal of Applied Corporate Finance 23, no. 4 (Fall 2011): 113–127.
  • 21 Oct 2011
  • Working Paper Summaries

Market Interest in Nonfinancial Information

Keywords: by Robert G. Eccles, Michael P. Krzus & George Serafeim
  • October 1987 (Revised March 1992)
  • Background Note

Marketing Information Industry

By: Robert J. Dolan
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Dolan, Robert J. "Marketing Information Industry." Harvard Business School Background Note 588-027, October 1987. (Revised March 1992.)
  • 2015
  • Other Teaching and Training Material

Marketing Reading: Marketing Intelligence

By: Robert J. Dolan and Leslie K. John
This reading provides the basic knowledge a marketing manager needs in order to choose the right combination of research methods, as well as the best way to present research findings to stakeholders. Furthermore, this Reading shows how effective decision making hinges... View Details
Keywords: Marketing Research; Marketing; Research
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Dolan, Robert J., and Leslie K. John. "Marketing Reading: Marketing Intelligence." Core Curriculum Readings Series. Harvard Business Publishing 8191, 2015.
  • Research Summary

Personal Data in Marketing

By: John A. Deighton
Between 10% and 20% of all marketing activity in the United States, and a smaller proportion internationally, relies on data about individuals, whether personally identifying or pseudonomized. These data flow across a system of established and emerging firms operating... View Details
Keywords: Data; Personal Data; Information Technology; Industry Structure; Marketing
  • Research Summary

Informing Brand Marketing Practice

Susan M. Fournier is involved with several projects relating more generally to brand managment issues. These include boardroom-level projects (with Professors Thomas Madden and Franke Fehle of the University of South Carolina, and sponsored by Interbrand) on the... View Details
  • Article

Value of Information with Sequential Futures Markets

By: Jerry R. Green
The effects of an improvement in information on the efficiency of risk-bearing are studied under various systems of incomplete markets. With sequential futures markets for uncontingent delivery, the welfare effects are indeterminate in sign, except under special... View Details
Keywords: Information; Financial Markets; Mathematical Methods
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Green, Jerry R. "Value of Information with Sequential Futures Markets." Econometrica 49, no. 2 (March 1981): 335–358.
  • July 2021
  • Article

Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market

By: Hui Li and Feng Zhu
Platform competition is shaped by the likelihood of multi-homing (i.e., complementors or consumers adopt more than one platform). To take advantage of multi-homing, platform firms often attempt to motivate their rivals’ high-performing complementors to adopt their own... View Details
Keywords: Platform Competition; Multi-homing; Information Transparency; Daily Deals; Groupon; LivingSocial; Digital Platforms; Information; Competition
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Li, Hui, and Feng Zhu. "Information Transparency, Multihoming, and Platform Competition: A Natural Experiment in the Daily Deals Market." Management Science 67, no. 7 (July 2021): 4384–4407.
  • May 2011
  • Article

Institutional Stock Trading on Loan Market Information

By: Victoria Ivashina and Zheng Sun
Over the past decade, one of the most important developments in the corporate loan market has been the increasing participation of institutional investors in lending syndicates. As lenders, institutional investors routinely receive private information about borrowers.... View Details
Keywords: Stocks; Financing and Loans; Negotiation; Investment Portfolio; Investment Return
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Ivashina, Victoria, and Zheng Sun. "Institutional Stock Trading on Loan Market Information." Journal of Financial Economics 100, no. 2 (May 2011): 284–303.
  • March 2012
  • Module Note

Alpha: The Market for Information

By: Christopher J. Malloy
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Malloy, Christopher J. "Alpha: The Market for Information." Harvard Business School Module Note 212-080, March 2012.
  • 10 Dec 2013
  • Working Paper Summaries

Information and Incentives in Online Affiliate Marketing

Keywords: by Benjamin G. Edelman & Wesley Brandi; Publishing; Technology
  • Teaching Interest

Information in Financial Markets (Econ 970, Spring 2016)

Second-year undergraduate course covering various aspects of information propagation in financial markets. The course is divided into four units. We begin by covering canonical pricing anomalies that illustrate the importance of information distribution and... View Details
  • February 2022
  • Article

Client Concerns about Information Spillovers from Sharing Audit Partners

By: Jung Koo Kang, Clive Lennox and Vivek Pandey
We hypothesize that companies in the same product market avoid sharing the same audit partner when they are concerned about possible information spillovers. Consistent with our hypothesis, we find that product market rivals are less likely to share the same partner... View Details
Keywords: Information Spillovers; Audit Partners; Proprietary Costs; Product Market Rivals; Audit Fee; Audit Quality; Information; Accounting Audits
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Kang, Jung Koo, Clive Lennox, and Vivek Pandey. "Client Concerns about Information Spillovers from Sharing Audit Partners." Art. 101434. Journal of Accounting & Economics 73, no. 1 (February 2022).
  • January 2018 (Revised February 2018)
  • Technical Note

Making Markets

By: Thomas R. Eisenmann and Scott Duke Kominers
Explains how to identify and capitalize on marketplace design opportunities. Defines markets and marketplaces and describes the basic functions of each. Discusses attributes (e.g., heterogeneity of participants' preferences and asymmetry in available information) that... View Details
Keywords: Marketplaces; Two-Sided Markets; Entrepreneurship; Market Design; Digital Platforms; Marketplace Matching; Market Participation; Market Transactions; Market Entry and Exit; Digital Platforms; Auctions
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Eisenmann, Thomas R., and Scott Duke Kominers. "Making Markets." Harvard Business School Technical Note 818-096, January 2018. (Revised February 2018.)
  • 2013
  • Tool

Harvard Business Review's Go to Market Tools: Market Sizing

By: Jill Avery and Thomas Steenburgh
Market size matters. On the hook to launch your division's next great product or service? Need to convince higher ups that your product will fit that gaping revenue hole—and is worth the team's scarce marketing and product development resources? You need hard data to... View Details
Keywords: Quantitative Analysis; Tools; Go To Market Strategy; Marketing Strategy; Marketing
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Avery, Jill, and Thomas Steenburgh. Harvard Business Review's Go to Market Tools: Market Sizing. Tool. Boston, MA, USA: Harvard Business Review Press, 2013. Electronic.
  • March–April 2023
  • Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis
Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details
Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing
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Aouad, Ali, Adam Elmachtoub, Kris J. Ferreira, and Ryan McNellis. "Market Segmentation Trees." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 648–667.
  • 17 Jul 2017
  • Working Paper Summaries

The Relevance of Broker Networks for Information Diffusion in the Stock Market

Keywords: by Marco Di Maggio, Francesco Franzoni, Amir Kermani, and Carlo Sommavilla
  • March 2017 (Revised May 2019)
  • Case

Marketing Transformation at Mastercard

By: Sunil Gupta, Srinivas K. Reddy and David Lane
Since 2013, Mastercard CMO M.V. Rajamannar (Raja) had transformed the firm's marketing by using unique experiences, digital technology, and social media to intensify linkages not only with cardholders, but also with Mastercard's direct bank and merchant stakeholders.... View Details
Keywords: Mastercard; Financial Services; Ingredient Brand; B2B2C; Experiential Marketing; Digital Marketing; ROI; Marketing; Customer Focus and Relationships; Business and Stakeholder Relations; Brands and Branding; Internet and the Web; Investment Return; Financial Services Industry
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Gupta, Sunil, Srinivas K. Reddy, and David Lane. "Marketing Transformation at Mastercard." Harvard Business School Case 517-040, March 2017. (Revised May 2019.)
  • 2025
  • Working Paper

Generative AI Use by Capital Market Information Intermediaries: Evidence from Seeking Alpha

By: Mark Bradshaw, Chenyang Ma, Benjamin Yost and Yuan Zou
We study the use of generative AI for firm-specific financial analysis on the Seeking Alpha platform. We find that, after the initial launch of ChatGPT in November 2022, the share of AI-generated articles rose sharply to 13.4% of all articles, then declined in late... View Details
Keywords: Generative Ai; Seeking Alpha; Equity Research; Large Language Models; Gpt; AI and Machine Learning; Information Publishing; Financial Markets
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Bradshaw, Mark, Chenyang Ma, Benjamin Yost, and Yuan Zou. "Generative AI Use by Capital Market Information Intermediaries: Evidence from Seeking Alpha." Harvard Business School Working Paper, No. 25-055, April 2025.
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