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Show Results For
-
All HBS Web
(17,696)
- People (25)
- News (3,082)
- Research (12,175)
- Events (100)
- Multimedia (220)
- Faculty Publications (9,983)
- 2023
- Chapter
Marketing Through the Machine’s Eyes: Image Analytics and Interpretability
By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan
he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the...
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Zhang, Shunyuan, Flora Feng, and Kannan Srinivasan. "Marketing Through the Machine’s Eyes: Image Analytics and Interpretability." Chap. 8 in Artificial Intelligence in Marketing. 20, edited by Naresh K. Malhotra, K. Sudhir, and Olivier Toubia. Review of Marketing Research. Emerald Publishing Limited, forthcoming.
- Article
The Unprecedented Stock Market Reaction to COVID-19
By: Scott Baker, Nicholas Bloom, Steven J. Davis, Kyle Kost, Marco Sammon and Tasaneeya Viratyosin
No previous infectious disease outbreak, including the Spanish Flu, has impacted the stock market as forcefully as the COVID-19 pandemic. In fact, previous pandemics left only mild traces on the U.S. stock market. We use text-based methods to develop these points with...
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Baker, Scott, Nicholas Bloom, Steven J. Davis, Kyle Kost, Marco Sammon, and Tasaneeya Viratyosin. "The Unprecedented Stock Market Reaction to COVID-19." Review of Asset Pricing Studies 10, no. 4 (December 2020): 742–758.
- 17 Jun 2013
- Research & Ideas
Advertising Symbiosis: The Key to Viral Videos
expenditures. Advertisers can get the most bang for the buck if they post their videos on YouTube and then motivate consumers to disseminate the ads for them, via email or social media. Getting an ad to go...
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- January–February 2023
- Article
External Interfaces and Internal Processes: Market Positioning and Divergent Professionalization Paths in Young Ventures
By: Alicia DeSantola, Ranjay Gulati and Pavel Zhelyazkov
We explore how the initial market positioning of entrepreneurial ventures shapes how they professionalize over time, focusing specifically on the development of functional roles. In contrast to existing literature, which has presumed a uniform march toward...
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Keywords:
Market Positioning;
Professionalization;
Scaling;
Entrepreneurship;
Strategy;
Business Startups;
Growth and Development;
Organizational Structure
DeSantola, Alicia, Ranjay Gulati, and Pavel Zhelyazkov. "External Interfaces and Internal Processes: Market Positioning and Divergent Professionalization Paths in Young Ventures." Organization Science 34, no. 1 (January–February 2023): 1–23.
- November 1992 (Revised March 1997)
- Case
The Advertising Council: Corporate Strategy
By: V. Kasturi Rangan and Jayne D. Kramer
Rangan, V. Kasturi, and Jayne D. Kramer. "The Advertising Council: Corporate Strategy." Harvard Business School Case 593-059, November 1992. (Revised March 1997.)
- 2015
- Working Paper
Markets with Price Coherence
By: Benjamin Edelman and Julian Wright
In markets with price coherence, the purchase of a given good via an intermediary is constrained to occur at the same price as a purchase of that same good directly from the seller (or through another competing intermediary). We examine ten markets with price...
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Keywords:
Intermediaries;
Platforms;
Two-Sided Markets;
Vertical Restraints;
Price;
Distribution Channels;
Business History;
Advertising Industry;
Advertising Industry;
Advertising Industry;
Advertising Industry;
Advertising Industry
Edelman, Benjamin, and Julian Wright. "Markets with Price Coherence." Harvard Business School Working Paper, No. 15-061, January 2015. (Revised March 2015.)
The Flattened Firm--Not as Advertised
For decades, management consultants and the popular business press have urged large firms to flatten their hierarchies. Flattening (or delayering, as it is also known) typically refers to the elimination of layers in a... View Details
- 08 Feb 2013
- Working Paper Summaries
The Dynamic Advertising Effect of Collegiate Athletics
- Fall 2012
- Article
The Flattening Firm—Not As Advertised
By: Julie Wulf
For decades, management consultants and the popular business press have urged large firms to flatten their hierarchies. Flattening (or delayering, as it is also known) typically refers to the elimination of layers in a firm's organizational hierarchy and the broadening...
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Wulf, Julie. "The Flattening Firm—Not As Advertised." California Management Review 55, no. 1 (Fall 2012): 5–23.
- February 2002
- Article
Market Timing and Capital Structure
By: Malcolm Baker and Jeffrey Wurgler
It is well known that firms tend to raise equity when their market values are high relative to book and past market values. We document that the resulting effects on capital structure are very persistent. As a consequence, current capital structure is strongly related...
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Baker, Malcolm, and Jeffrey Wurgler. "Market Timing and Capital Structure." Journal of Finance 57, no. 1 (February 2002): 1–32. (Winner of Brattle Prize. First Prize Paper For outstanding papers on corporate finance published in the Journal of Finance presented by Brattle Group, Inc. Reprinted in Recent Developments in Corporate Finance, edited by Jay Ritter. Edward Elgar Publishing: UK, 2005.)
- March 2020
- Technical Note
Influencer Marketing
By: Jill Avery and Ayelet Israeli
Despite a heavy barrage of advertising, most consumers declare that their purchases are most influenced by the experiences, advice, and recommendations of others, and not by marketers. Interpersonal communication between and among consumers serves as a potent path for...
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Keywords:
Influencers;
Marketing;
Marketing Communications;
Brands and Branding;
Marketing Strategy;
Media and Broadcasting Industry;
Media and Broadcasting Industry;
Media and Broadcasting Industry
Avery, Jill, and Ayelet Israeli. "Influencer Marketing." Harvard Business School Technical Note 520-075, March 2020.
- Fall 2012
- Article
Marketing and Public Policy: Transformative Research in Developing Markets
By: C. Shultz, Rohit Deshpandé, Bettina Cornwell, A. Ekici, P. Kothandaraman, M. Peterson, S. Shapiro, D. Talukdar and A. Veeck
Developing markets are a challenge for researchers who study them and for governments, business leaders, and citizens who strive to improve the quality of life in them. The limitations of the dominant development paradigm coupled with the need to focus on consumers...
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Shultz, C., Rohit Deshpandé, Bettina Cornwell, A. Ekici, P. Kothandaraman, M. Peterson, S. Shapiro, D. Talukdar, and A. Veeck. "Marketing and Public Policy: Transformative Research in Developing Markets." Journal of Public Policy & Marketing 31, no. 2 (Fall 2012).
- February 2024
- Module Note
Data-Driven Marketing in Retail Markets
By: Ayelet Israeli
This note describes an eight-class sessions module on data-driven marketing in retail markets. The module aims to familiarize students with core concepts of data-driven marketing in retail, including exploring the opportunities and challenges, adopting best practices,...
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Keywords:
Data;
Data Analytics;
Retail;
Retail Analytics;
Data Science;
Business Analytics;
"Marketing Analytics";
Omnichannel;
Omnichannel Retailing;
Omnichannel Retail;
DTC;
Direct To Consumer Marketing;
Ethical Decision Making;
Algorithmic Bias;
Privacy;
A/B Testing;
Descriptive Analytics;
Prescriptive Analytics;
Predictive Analytics;
Analytics and Data Science;
E-commerce;
Marketing Channels;
Demand and Consumers;
Marketing Strategy;
Retail Industry
Israeli, Ayelet. "Data-Driven Marketing in Retail Markets." Harvard Business School Module Note 524-062, February 2024.
- May 2009 (Revised January 2011)
- Case
HubSpot: Inbound Marketing and Web 2.0
By: Thomas J. Steenburgh, Jill Avery and Naseem Ashraf Dahod
This case introduces the concept of inbound marketing, pulling customer prospects toward a business through the use of Web 2.0 tools and applications like blogging, search engine optimization, and social media. Students follow the growth of HubSpot, an entrepreneurial...
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Keywords:
Customer Relationship Management;
Entrepreneurship;
Price;
Growth and Development Strategy;
Marketing Communications;
Social and Collaborative Networks;
Segmentation;
Web
Steenburgh, Thomas J., Jill Avery, and Naseem Ashraf Dahod. "HubSpot: Inbound Marketing and Web 2.0." Harvard Business School Case 509-049, May 2009. (Revised January 2011.)
- 2021
- Article
Aggregate Advertising Expenditure in the U.S. Economy: Measurement and Growth Issues in the Digital Era
By: Alvin J. Silk and Ernst R. Berndt
The two components of the advertising industry—the creative sector that develops and produces messages, and the communications sector that transmits messages via various media—have each been greatly affected by advances in creative design and communications...
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Keywords:
Industry Evolution;
Advertising;
Spending;
Measurement and Metrics;
Mathematical Methods;
Media;
Advertising Industry;
United States
Silk, Alvin J., and Ernst R. Berndt. "Aggregate Advertising Expenditure in the U.S. Economy: Measurement and Growth Issues in the Digital Era." Foundations and Trends® in Marketing 15, no. 1 (2021): 1–85.
- November 2021
- Article
Ratings, Reviews, and the Marketing of New Products
By: Itay P. Fainmesser, Dominique Olié Lauga and Elie Ofek
We study how user-generated content (UGC) about new products impacts a firm's advertising and pricing decisions and the effect on profits and market dynamics. We construct a two-period model where consumers value quality and are heterogeneous in their taste for the new...
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Keywords:
Online Reviews;
Product Ratings;
Social Networks;
Word Of Mouth;
Pricing;
User-generated Content;
Advertising;
Product Marketing;
Price;
Consumer Behavior;
Product Positioning;
Social Media
Fainmesser, Itay P., Dominique Olié Lauga, and Elie Ofek. "Ratings, Reviews, and the Marketing of New Products." Management Science 67, no. 11 (November 2021): 7023–7045.
- March 2008
- Background Note
Marketing Input and Innovation Strategy
By: Elie Ofek
This note develops a framework for considering the challenges of incorporating marketing input when setting innovation strategy. The framework lays out the possible innovation opportunities a firm can entertain and describes how the customer knowledge gained from...
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Keywords:
Customer Focus and Relationships;
Innovation Strategy;
Knowledge Use and Leverage;
Marketing;
Research;
Competition
Ofek, Elie. "Marketing Input and Innovation Strategy." Harvard Business School Background Note 508-090, March 2008.
- Research Summary
Public Policy and Markets
By: Willis M. Emmons
William (Willis) M. Emmons III is investigating the interaction of public policy, markets, business strategy, and performance at the levels of firm, industry, and society. Emmons' approach draws heavily on economic theories of industrial organization, market failure,...
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- December 2004
- Article
Market Valuation and Merger Waves
By: Matthew Rhodes-Kropf and S. Viswanathan
Does valuation affect mergers? Data suggest that periods of stock merger activity are correlated with high market valuations. The naïve explanation that overvalued bidders wish to use stock is incomplete because targets should not be eager to accept stock. However, we...
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Keywords:
Mergers and Acquisitions;
Valuation;
Market Transactions;
Value;
Cash;
Stocks;
Corporate Social Responsibility and Impact;
Bids and Bidding;
Market Design;
Stock Shares;
Accounting Audits;
Performance Evaluation
Rhodes-Kropf, Matthew, and S. Viswanathan. "Market Valuation and Merger Waves." Journal of Finance 59, no. 6 (December 2004): 2685–2718.