Publications

February 2024
Supplement

ReNew (B): A New Direction

By: Gunnar Trumbull and Malini Sen

The global renewables sector was in a slump, but the Indian market was booming. India’s largest renewable electricity generator, ReNew, faced a dilemma: it traded on the Nasdaq in New York, but saw huge opportunity in the Indian market. In response, CEO Sumant Sinha... View Details

Keywords: Energy Generation; Renewable Energy; Entrepreneurship; Forecasting and Prediction; Trends; Transformation; Private Ownership; Environmental Sustainability; Mission and Purpose; Expansion; Market Entry and Exit; Energy Industry; Asia; India

19 Jan 2011
First Look

First Look: Jan. 18

analysts' forecasts of firm performance actually reflect any of these factors and which are considered most important. We use survey data from 967 analysts ranking 837 companies to judge how their forecasts... View Details

Keywords: Sean Silverthorne

March 2011 (Revised February 2014)
Case

Cree, Inc.: Which Bright Future?

By: David J. Collis, Mary Furey and Matthew Shaffer

After its founding in the late 1980s, Cree Inc. quickly grew into a major player in the emerging LED market. By 2007, technological improvements in LEDs had made them suitable for TV, computer, and mobile "backlighting"; and concerns over global warning led to calls to... View Details

2018
Working Paper

Measuring Gentrification: Using Yelp Data to Quantify Neighborhood Change

By: Edward L. Glaeser, Hyunjin Kim and Michael Luca

We demonstrate that data from digital platforms such as Yelp have the potential to improve our understanding of gentrification, both by providing data in close to real time (i.e., nowcasting and forecasting) and by providing additional context about how the local... View Details

Keywords: Geographic Location; Local Range; Transition; Analytics and Data Science; Measurement and Metrics; Forecasting and Prediction

Read Now

November 2001 (Revised August 2005)
Case

BigEast Bank (A): Credit Card Approval

By: Frances X. Frei and Dennis Campbell

BigEast is considering adopting a relationship-centric view in its credit card approval process. This would shift the bank's current practice of analyzing applications based on the merits of a single product to one where the customer's existing relationship is... View Details

Keywords: Customers; Forecasting and Prediction; Banks and Banking; Analytics and Data Science; Managerial Roles; Relationships; Adoption; Banking Industry

January 2001
Case

Valuing Project Achieve

By: Mihir A. Desai and Kathleen Luchs

Project Achieve is a start-up providing information management solutions for schools. Its founders see a need for software both to manage the volumes of information necessary to administer a school and to connect parents, teachers, and students in a more effective way.... View Details

Keywords: Business Startups; Valuation; Venture Capital; Cost of Capital; Cash Flow; Forecasting and Prediction

April 2000
Case

Financing of Project Achieve, The (B)

By: Mihir A. Desai

Supplements the (A) case. View Details

Keywords: Business Startups; Forecasting and Prediction; Venture Capital; Cash Flow; Equity; Negotiation Deal; Valuation

September 2024 (Revised October 2024)
Case

River Remedy: Navigating Mississippi’s Medical Marijuana Market

By: Robin Greenwood, Richard S. Ruback and Robert Ialenti

MBA student William Chism, the founder of a fully integrated medical marijuana company based in Mississippi, must respond to a significant disruption in the fledgling industry. In late 2023, Rapid Analytics, one of two active licensed testing facilities, has its... View Details

Keywords: Plant-Based Agribusiness; Business Growth and Maturation; Forecasting and Prediction; Microeconomics; Local Range; Government Legislation; Demand and Consumers; Supply and Industry; Competitive Strategy; Governance Controls; Agriculture and Agribusiness Industry; Consumer Products Industry; Mississippi

11 Dec 2018
First Look

New Research and Ideas, December 11, 2018

activity. When our measure is high, safe bonds fall in value and risky assets rally, forecasting a boom in investment. Risk appetite is closely linked to investors’ expectations of future risk and rises following positive macroeconomic... View Details

Keywords: Dina Gerdeman

02 Mar 2015
Research & Ideas

‘Retail Revolution’ Excerpt: The Scale of the Ecommerce Threat

forecasting can be more accurate and replenishment more timely, and thus markdowns, shrink costs, and working capital needs are reduced. Online fulfillment and home delivery also create traffic problems for brick-and-mortar retailers.... View Details

Keywords: Re: Rajiv Lal; Retail

01 Jun 2007
News

Up from the Ashes

industrial capitalism has produced the greatest per capita output of goods ever recorded. And, in direct contravention of the Marxian forecast that workers’ share of income will steadily fall, Schumpeter repeats that “relative shares have... View Details

Keywords: Colleges, Universities, and Professional Schools; Educational Services

November – December 2011
Article

Most Likely to Succeed: Leadership in the Industry

By: Robert C. Pozen and Theresa Hamacher

What is the critical factor for success in the U.S. mutual fund industry? Is it top-ranked investment performance, innovative products, or pervasive distribution? In our view, it is none of these factors, despite their obvious importance. Instead, the best predictors... View Details

Keywords: Leadership; Success; Investment Funds; Rank and Position; Performance; Investment; Innovation and Invention; Product; Distribution; Forecasting and Prediction; Asset Management; Governance Controls; United States

Find at Harvard

January 2011 (Revised January 2015)
Case

Matrix Capital Management (A)

By: Malcolm P. Baker and David Lane

Ben Balbale, a partner at hedge fund Matrix Capital, must decide whether to exit their investment in Rovi Corporation, a company with a diverse portfolio of patents used primarily for digital interactive guides. Rovi's shares are up over 50% from the time Balbale... View Details

Keywords: Forecasting and Prediction; Asset Management; Cash Flow; Stock Shares; Financial Markets; Investment Funds; Measurement and Metrics; Mathematical Methods; Strategy; Valuation; Financial Services Industry

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

February 2001 (Revised June 2001)
Case

ClubTools, Inc.

By: Paul W. Marshall and Kristin Perry

Discusses the development of an Internet start-up by a recent HBS graduate. Details the company's business plan, incubation, technology development, marketing strategy, and search for funding. View Details

Keywords: Business Startups; Business Plan; Cash Flow; Marketing Strategy; Financing and Loans; Technological Innovation; Internet and the Web; Forecasting and Prediction