Publications

August 2004 (Revised September 2005)
Case

Canyon Ranch

By: Lynda M. Applegate and Gabriele Piccoli

How should Canyon Ranch leverage its uniqueness in the face of increasing competition and an entrenched customer definition of the firm? The firm is attempting to create demand for return visits and foster the customization and personalization of the Canyon Ranch... View Details

Keywords: Customer Relationship Management; Information Technology; Growth and Development Strategy; Competitive Strategy; Experience and Expertise; Analytics and Data Science; Customization and Personalization

August 2023 (Revised January 2024)
Supplement

Arla Foods: Data-Driven Decarbonization (B)

By: Michael Parzen, Michael W. Toffel, Susan Pinckney and Amram Migdal

The case describes Arla’s history, in particular its climate change mitigation efforts, and how it implemented a price incentive system to motivate individual farms to implement scope 1 greenhouse gas emissions mitigation measures and receive a higher milk price. The... View Details

Profile

Anddria Clack

interest and practice in a way that I had not experienced before. Through the case study method and experiential activities, I knew that I would be challenged to make important... View Details

Keywords: Technology; Technology; Technology

December 2012 (Revised October 2013)
Case

Developing the Materiality Matrix at Telefónica

By: Robert G. Eccles, George Serafeim and Asun Cano-Escoriaza

Telefónica, one of the largest telecommunication companies in the world and headquartered in Spain, has been issuing a corporate sustainability report since 2002. In its 2011 Sustainability report, the company included a "materiality matrix," and was one of only five... View Details

Keywords: Sustainability; Sustainability Reporting; Sustainable Strategy; CSR; Corporate Social Responsibility; Communication Technology; Environmental Accounting; Corporate Social Responsibility and Impact; Environmental Sustainability; Telecommunications Industry; Spain

20 Jul 2017
News

Life Lab Nurtures Early Stage Startup Day Zero Diagnostics

and machine learning (Dougal Maclaurin), and Jong Lee (MBA 1999), a former consultant and startup executive with extensive experience in the medical View Details

Keywords: Scientific Research and Development Services

April 2006
Background Note

Informing Service Management with Customer Data

By: Frances X. Frei and Dennis Campbell

Taught as the third module in a Harvard Business School course on Managing Service Operations. Explores the role of data analysis in ongoing service management. Describes how to realize the maximum amount of value from analyses and use this information in... View Details

Keywords: Decision Making; Design; Analytics and Data Science; Service Operations; Mathematical Methods; Value

16 Dec 2014
First Look

First Look: December 16

Publications December 2014 Management Science When Performance Trumps Gender Bias: Joint Versus Separate Evaluation By: Bohnet, Iris, Alexandra van Geen, and Max Bazerman Abstract—We examine a new... View Details

Keywords: Sean Silverthorne

13 Feb 2006
Research & Ideas

The Hidden Market for Babies

area of scientific inquiry, but also one that has been mired thus far in political controversy. I want to look at how different countries are dealing with this science and what kinds of regulatory regimes... View Details

Keywords: by Manda Salls; Technology; Technology; Technology

November 2018
Case

Komatsu Komtrax: Asset Tracking Meets Demand Forecasting

By: Willy Shih, Paul Hong and YoungWon Park

Komatsu's Komtrax system started as a way of remotely monitoring and tracking equipment for the purpose of improving operational efficiency. This case follows its evolution towards other uses including demand forecasting for its sales, marketing, and production... View Details

Keywords: Big Data; Manufacturing; Manufacturing Industry; Data Strategy; Internet Of Things; Construction; Production; Analytics and Data Science; Strategy; Performance Efficiency; Forecasting and Prediction; Industrial Products Industry; Construction Industry; Japan

19 Oct 2009
Research & Ideas

Why Are Web Sites So Confusing?

might go unrealized. Thus, enabling those matches through search diversion may, to a certain extent, provide a net benefit to society. Turns out, there are benefits which go beyond that. A recent and thought-provoking View Details

Keywords: by Andrei Hagiu & Bruno Jullien

01 May 2012
First Look

First Look: May 1

Abstract We study the relationship between different margins of information technology (IT) use and vertical integration using plant-level data from the U.S. Census of... View Details

Keywords: Carmen Nobel

Article

Making Private Data Accessible in an Opaque Industry: The Experience of the Private Capital Research Institute

By: Josh Lerner and Leslie Jeng

Private markets are becoming an increasingly important way of financing rapidly growing and mature firms, and private investors are reputed to have far-reaching economic impacts. These important markets, however, are uniquely difficult to study. This paper explores... View Details

Keywords: Analytics and Data Science; Research; Entrepreneurship; Private Sector

Find at Harvard

March 2020 (Revised June 2022)
Case

GreenLight Fund

By: Brian Trelstad, Julia Kelley and Mel Martin

As Tara Noland, the Executive Director (ED) of GreenLight Cincinnati, reflected on her first few years on the job. Noland had delivered on what she had been hired to do in the city: work with leading philanthropists and nonprofit executives to use data and evidence to... View Details

Keywords: Philanthropy; Venture Philanthropy; Replication; Philanthropy and Charitable Giving; Venture Capital; Social Issues; Decision Making; Analytics and Data Science; Cincinnati

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

25 Mar 2014
Research & Ideas

Book Excerpt: ‘Can China Lead?’

to educate leaders. After all, actual Chinese leaders send their kids to American universities, and in increasing numbers. But it is worth recalling that in the 1920s and 1930s, China's paramount leader,... View Details

Keywords: Re: William C. Kirby & F. Warren McFarlan; Technology; Technology

10 Sep 2024
Research & Ideas

What Happens When Business Owners Turn to ChatBots for Advice

AI can help you become a better writer, coder, and researcher. But can the powerful technology boost business acumen and economic performance? Sort of, says a recent study. An... View Details

Keywords: by Ben Rand

03 Aug 2010
First Look

First Look: August 3

substantial information about GMO products, they positively affect approval rates of GMOs by threatening the reputation of the regulatory agency. Our study further shows that firm and product uncertainty... View Details

Keywords: Martha Lagace

May 2016 (Revised April 2019)
Case

Olivia Lum: Wanting to Save the World

By: Geoffrey Jones and Essie Alamsyah

This case considers the entrepreneurial career of Olivia Lum, who founded the Singaporean water company Hyflux in 1989. An orphan born in Malaysia, Lum provides a rare case of an entrepreneurial success in a country whose economic success has primarily rested on... View Details