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    • All HBS Web  (315)
      • Faculty Publications  (99)

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      • April 2010
      • Supplement

      Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Spreadsheet Supplement (Brief Case)

      By: John A. Quelch and Heather Beckham
      Keywords: Return On Investment; Forecasting; Pricing Policies; Demand Planning; Demand and Consumers; Price; Forecasting and Prediction; Investment Return
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      Quelch, John A., and Heather Beckham. "Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug, Spreadsheet Supplement (Brief Case)." Harvard Business School Spreadsheet Supplement 104-186, April 2010.
      • April 2010
      • Teaching Note

      Four Products (2008): Predicting Diffusion (TN)

      By: John T. Gourville
      Teaching Note for 508103. View Details
      Keywords: Forecasting and Prediction; Marketing; Innovation and Invention; Demand and Consumers
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      Gourville, John T. "Four Products (2008): Predicting Diffusion (TN)." Harvard Business School Teaching Note 510-113, April 2010.
      • February 2010
      • Supplement

      Marketing Analysis Toolkit: Market Size and Market Share Analysis (CW)

      By: Thomas J. Steenburgh and Jill Avery
      This Excel worksheet contains sample problems, prebuilt Excel models to run market sizing and market share analyses, and charts and graphs which help visualize the results. It is designed to accompany Marketing Analysis Tookit: Market Size and Market Share Analysis.... View Details
      Keywords: Mathematical Methods; Marketing Strategy; Decisions; Strategic Planning; Market Participation; Sales; Forecasting and Prediction; Management Analysis, Tools, and Techniques
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      Steenburgh, Thomas J., and Jill Avery. "Marketing Analysis Toolkit: Market Size and Market Share Analysis (CW)." Harvard Business School Spreadsheet Supplement 510-714, February 2010.
      • February 2010
      • Background Note

      Marketing Analysis Toolkit: Market Size and Market Share Analysis

      By: Thomas J. Steenburgh and Jill Avery
      Marketers frequently need to estimate the size of their markets—both for existing products so that sales forecasts can be developed and for new products so that market opportunities can be assessed. This toolkit enables students to size a market and generate a sales... View Details
      Keywords: Forecasting and Prediction; Management Analysis, Tools, and Techniques; Marketing Strategy; Markets; Demand and Consumers; Size; Strategic Planning; Sales
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      Steenburgh, Thomas J., and Jill Avery. "Marketing Analysis Toolkit: Market Size and Market Share Analysis." Harvard Business School Background Note 510-081, February 2010.
      • January 2010 (Revised March 2013)
      • Case

      HubSpot: Lower Churn through Greater CHI

      By: F. Asis Martinez Jerez, Thomas Steenburgh, Jill Avery and Lisa Brem
      HubSpot, a web marketing startup is under pressure from VCs to rapidly acquire new customers and to maintain a low level of customer churn. In the case, students explore the drivers of customer churn and uncover opportunities to increase customer retention across the... View Details
      Keywords: Business Startups; Customer Relationship Management; Customer Satisfaction; Customer Value and Value Chain; Forecasting and Prediction; Consumer Behavior; Happiness; Consulting Industry
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      Martinez Jerez, F. Asis, Thomas Steenburgh, Jill Avery, and Lisa Brem. "HubSpot: Lower Churn through Greater CHI." Harvard Business School Case 110-052, January 2010. (Revised March 2013.)
      • December 2009
      • Case

      TruEarth Healthy Foods: Market Research for a New Product Introduction

      By: V. Kasturi Rangan and Sunru Yong
      Topics covered include: consumer marketing, market research, new product introduction, and quantitative analysis. TruEarth Healthy Foods, a maker of gourmet pastas, sauces, and meals, wants to build on its successful introduction of fresh whole grain pasta by... View Details
      Keywords: Market Research; Consumer Marketing; Brands; Food; Marketing Strategy; Consumer Behavior; Forecasting and Prediction; Product Launch; Brands and Branding; Retail Industry; Food and Beverage Industry
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      Rangan, V. Kasturi, and Sunru Yong. "TruEarth Healthy Foods: Market Research for a New Product Introduction." Harvard Business School Brief Case 094-065, December 2009.
      • October 2009 (Revised July 2012)
      • Case

      Emotiv Systems Inc.: It's the Thoughts that Count

      By: Elie Ofek, Jason Riis and Paul Hamilton
      Emotiv is getting ready to launch its innovative brain-computer interfacing (BCI) technology. The company has developed a special headset, called EPOC, and highly sophisticated software that can translate a person's emotions, cognitive thoughts, and facial expressions... View Details
      Keywords: Technology Adoption; Sales; Technological Innovation; Demand and Consumers; Marketing Strategy; Partners and Partnerships; Entrepreneurship; Forecasting and Prediction; Product Launch; Business Startups; Technology Industry
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      Ofek, Elie, Jason Riis, and Paul Hamilton. "Emotiv Systems Inc.: It's the Thoughts that Count." Harvard Business School Case 510-050, October 2009. (Revised July 2012.)
      • June 2009
      • Article

      Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals

      By: Katherine L. Milkman, Todd Rogers and Max H. Bazerman
      We report on a field study demonstrating systematic differences between the preferences people anticipate they will have over a series of options in the future and their subsequent revealed preferences over those options. Using a novel panel data set, we analyze the... View Details
      Keywords: Decision Choices and Conditions; Forecasting and Prediction; Film Entertainment; Demand and Consumers; Renting or Rental; Power and Influence; Prejudice and Bias; Online Technology; Motion Pictures and Video Industry
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      Milkman, Katherine L., Todd Rogers, and Max H. Bazerman. "Highbrow Films Gather Dust: Time-inconsistent Preferences and Online DVD Rentals." Management Science 55, no. 6 (June 2009): 1047–1059.
      • September 2008 (Revised June 2011)
      • Case

      Examining the Adoption of Drug-Eluting Stents

      By: Elie Ofek
      Marketers are often tasked with exploring the factors that impact the long-run adoption of a new product or technology. The new product under consideration here is the drug-eluting stent: a device which props open a clogged artery to the heart and then releases... View Details
      Keywords: Forecasting and Prediction; Marketing Strategy; Product Positioning; Consumer Behavior; Adoption; Medical Devices and Supplies Industry
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      Ofek, Elie. "Examining the Adoption of Drug-Eluting Stents." Harvard Business School Case 509-028, September 2008. (Revised June 2011.)
      • April 2008
      • Case

      Four Products: Predicting Diffusion (2008)

      By: John T. Gourville
      An updated "Four Products" case. This 2008 version includes: sliced peanut butter, foldable bicycle tires, high-end wooden puzzles, and artificial dirt for thoroughbred race tracks. These four products form the basis to assess the drivers of new product adoption. In... View Details
      Keywords: Forecasting and Prediction; Innovation and Invention; Product Marketing; Demand and Consumers; Adoption
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      Gourville, John T. "Four Products: Predicting Diffusion (2008)." Harvard Business School Case 508-103, April 2008.
      • October 2007
      • Article

      Supply and Demand Shifts in the Shorting Market

      By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy
      Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details
      Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information
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      Cohen, Lauren, Karl B. Diether, and Christopher J. Malloy. "Supply and Demand Shifts in the Shorting Market." Journal of Finance 62, no. 5 (October 2007): 2061–2096. (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2007.)
      • fall 2007
      • Article

      Estimating Demand Uncertainty Using Judgmental Forecasts

      By: Vishal Gaur, Saravanan Kesavan, Ananth Raman and Marshall L. Fisher
      Keywords: Risk and Uncertainty; Judgments; Forecasting and Prediction
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      Gaur, Vishal, Saravanan Kesavan, Ananth Raman, and Marshall L. Fisher. "Estimating Demand Uncertainty Using Judgmental Forecasts." Manufacturing & Service Operations Management 9, no. 4 (fall 2007).
      • February 2006 (Revised September 2007)
      • Background Note

      Winner-Take-All in Networked Markets

      By: Thomas R. Eisenmann
      Discusses platform structure in new networked markets, that is, whether a market that exhibits network effects will be served by a single platform or by rival platforms. Defines "platforms" and "platform structure"; describes factors that influence the odds that a... View Details
      Keywords: Forecasting and Prediction; Growth Management; Network Effects; Digital Platforms; Internet and the Web
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      Eisenmann, Thomas R. "Winner-Take-All in Networked Markets." Harvard Business School Background Note 806-131, February 2006. (Revised September 2007.)
      • January 2006 (Revised August 2006)
      • Case

      Four Products: Predicting Diffusion (2006)

      By: John T. Gourville
      One of the critical tasks in the marketing of new innovations is predicting demand and rates of diffusion for those products. Focuses on four innovative products from different domains. Although one can speculate on the scope and rate of diffusion for each of these... View Details
      Keywords: Forecasting and Prediction; Innovation and Invention; Product Launch; Demand and Consumers; Technology Adoption
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      Gourville, John T. "Four Products: Predicting Diffusion (2006)." Harvard Business School Case 506-050, January 2006. (Revised August 2006.)
      • March 2005
      • Article

      Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage

      By: Robin Greenwood
      I develop a framework to analyze demand curves for multiple risky securities at extended horizons in a setting with limits-to-arbitrage. Following an unexpected change in uninformed investor demand for several assets, I predict returns of each security to be... View Details
      Keywords: Limits To Arbitrage; Event Studies; Demand Curves; Portfolio Choice; Framework; Demand and Consumers; Change; Risk and Uncertainty; Debt Securities; Forecasting and Prediction; Stocks; Assets; Investment Portfolio; System Shocks; Price; Japan
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      Greenwood, Robin. "Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage." Journal of Financial Economics 75, no. 3 (March 2005): 607–649.
      • February 2005 (Revised November 2016)
      • Background Note

      Forecasting the Adoption of a New Product

      By: Elie Ofek
      Provides tools and methodologies that allow forecasting demand for innovative new products. Highlights the Bass model—the theory behind it and ways to determine its parameters. Provides a detailed example of how to use the Bass model to forecast demand for satellite... View Details
      Keywords: Forecasting and Prediction; Innovation and Invention; Marketing; Demand and Consumers; Mathematical Methods; Competition
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      Ofek, Elie. "Forecasting the Adoption of a New Product." Harvard Business School Background Note 505-062, February 2005. (Revised November 2016.)
      • February 2004
      • Case

      Bradman and Tendulkar, LLC

      By: Ananth Raman and Vishal Gaur
      An investment firm is trying to project inventory turns for Radio Shack, a chain of consumer electronics stores. The investment firm has access to public financial data but not to internal operational metrics. It needs to project inventory turns because inventory... View Details
      Keywords: Forecasting and Prediction; Cash Flow; Demand and Consumers; Distribution Channels; Mathematical Methods; Valuation
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      Raman, Ananth, and Vishal Gaur. "Bradman and Tendulkar, LLC." Harvard Business School Case 604-085, February 2004.
      • February 2003 (Revised October 2003)
      • Case

      Cable Data Systems

      By: Paul W. Marshall and Todd H Thedinga
      Describes the operating challenges of Cable Data Systems (CDS), a minority-owned cable installation company with a dual mission of maximizing profits and providing employment opportunities to minorities in urban markets. Following the merger of two cable installation... View Details
      Keywords: Selection and Staffing; Employment; Forecasting and Prediction; Urban Scope; Cost Management; Infrastructure; Labor Unions; Demand and Consumers; Demographics; Media and Broadcasting Industry; Telecommunications Industry; Boston
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      Marshall, Paul W., and Todd H Thedinga. "Cable Data Systems." Harvard Business School Case 803-132, February 2003. (Revised October 2003.)
      • October 2002
      • Exercise

      Luster Paint Corporation, The

      By: Janice H. Hammond
      Describes a marketing director about to launch a new process for demand forecasting. Provides data that allow students to do a multivariable regression analysis. A rewritten version of an earlier case. View Details
      Keywords: Forecasting and Prediction; Analytics and Data Science; Management Practices and Processes; Demand and Consumers; Mathematical Methods
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      Hammond, Janice H. "Luster Paint Corporation, The." Harvard Business School Exercise 603-078, October 2002.
      • September 2002
      • Case

      Align Technology, Inc.: Matching Manufacturing Capacity to Sales Demand

      By: H. Kent Bowen and Jonathan P Groberg
      Align Technology is a four-year-old medical products company that has invented a new product requiring new manufacturing processes. Demand for the new product has grown more slowly than initial forecasts predicted, and the cost structure is preventing the company from... View Details
      Keywords: Health Care and Treatment; Collaborative Innovation and Invention; Problems and Challenges; Product; Forecasting and Prediction; Marketing Strategy; Sales; Demand and Consumers; Production; Health Industry
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      Bowen, H. Kent, and Jonathan P Groberg. "Align Technology, Inc.: Matching Manufacturing Capacity to Sales Demand." Harvard Business School Case 603-058, September 2002.
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