Publications

October 2014 (Revised November 2016)
Technical Note

Customer Lifetime Value (CLV) vs. Customer Lifetime Return on Investment (CLROI)

By: Elie Ofek

This note presents two related measures for assessing the financial value of a customer to the firm. The first is the well-known measure of Customer Lifetime Value, or CLV for short. The second, which has received much less attention, treats the acquisition of a... View Details

Keywords: Customer Lifetime Value; Return On Investment; Segmentation; Social Networks; Customer Relationship Management; Marketing Strategy; Investment Return; Social and Collaborative Networks; Social Media

May 8, 2020
Article

Which Covid-19 Data Can You Trust?

By: Satchit Balsari, Caroline Buckee and Tarun Khanna

The COVID-19 pandemic has produced a tidal wave of data, but how much of it is any good? And as a layperson, how can you sort the good from the bad? The authors suggest a few strategies for dividing the useful data from the misleading: Beware of data that’s too broad... View Details

Keywords: COVID-19 Pandemic; Health Pandemics; Analytics and Data Science

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September 2014
Article

Defining the Value of Proton Therapy Using Time-Driven Activity-Based Costing

By: N.G. Thaker, A.B. Guzman, Thomas W. Feeley, T.M. Jones, J.R. Incalcaterra, C. Kolom, S.J. Frank, L.S. Tatum, Ronald S. Walters, Scott B. Cantor, D.I. Rosenthal, A.S. Garden, G.B. Gunn, C.D. Fuller and M.B. Palmer

Technological innovations in radiation therapy (RT) have rapidly improved the quality of care for patients with head and neck cancer. Intensity-modulated proton therapy (MPT) holds promise of further improving outcomes compared with the current photon-based technique... View Details

Keywords: Time-Driven Activity-Based Costing; Health Care and Treatment; Technological Innovation; Activity Based Costing and Management

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September 2017 (Revised March 2018)
Case

Great Lakes Banking Group: Data Management

By: Shane Greenstein and Christine Snively

In May 2016, Michael Rechtin, an expert in international data center law, advised global financial services firm Great Lakes Banking Group (GLBG) on its plans to upgrade its data centers. The bank’s data processing and storage systems were in need of an update, and... View Details

Keywords: Information Infrastructure; Infrastructure; Operations; Information Management

12 Jan 2023
News

‘Debiasing’ Debt with Data

records on borrowers, and put the data through a random forest regression, a type of analysis known for producing good predictions that can be readily understood. When they tested the resulting model, the... View Details

Keywords: Ralph Ranalli

November 2020
Supplement

Valuing Celgene's CVR

By: Benjamin C. Esty and Daniel Fisher

When Bristol-Myers Squibb (BMS) acquired Celgene Corporation in November 2019, Celgene shareholders received cash, BMS stock, and a contingent value right (CVRs) that would pay $9 if the U.S. Food and Drug Administration (FDA) approved three of Celgene’s late stage... View Details

Keywords: Mergers and Acquisitions; Value; Valuation; Judgments; Decision Making; Cash Flow; Financial Instruments; Cognition and Thinking; Pharmaceutical Industry; Biotechnology Industry; United States

March 2008 (Revised February 2009)
Case

Transparent Value LLC

By: Sharon P. Katz, Krishna G. Palepu and Aldo Sesia, Jr.

Leading index company Dow Jones recently signed a license and joint marketing agreement with Transparent Value LLC, the creator of a new fundamentals-based valuation methodology. The agreement allowed Dow Jones to offer a family of indexes based on the Transparent... View Details

Keywords: Asset Management; Stocks; Price; Performance Expectations; Mathematical Methods; Valuation

26 Feb 2019
Podcast

AI and the value of expertise

AI has been predicted to replace humans in professions ranging from customer service representatives to medical doctors. But many have pointed out elements of human work that would be difficult to imagine being performed by AI. HBS Professor Raj Choudhury discusses his... View Details

20 Jul 2023
News

The Rising Value of Brand Valuation

February 1992 (Revised March 1992)
Case

Telefonica de Argentina S.A.: Analysis of Limited Data

By: David F. Hawkins

Keywords: Telecommunications Industry; Argentina

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Jan 09 2013
Testimonial

GMP: The Value of the Program

04 Feb 2019
News

Calculating the Value of Impact Investing

Keywords: by Chris Addy, Maya Chorengel, Mariah Collins and Michael Etzel; social impact investing; economic development; Bridgespan

June 2002
Background Note

Note on the Value of Life

By: Michael A. Wheeler and Carlos Gonzalez

This case summarizes how American courts measure damages in wrongful death suits. Various standards are compared, as are their implications for business management. View Details

Keywords: Judgments; Courts and Trials; Business or Company Management; Standards; Negotiation; United States

May–June 2018
Article

Data Uncertainty in Markov Chains: Application to Cost-Effectiveness Analyses of Medical Innovations

By: Joel Goh, Mohsen Bayati, Stefanos A. Zenios, Sundeep Singh and David Moore

Cost-effectiveness studies of medical innovations often suffer from data inadequacy. When Markov chains are used as a modeling framework for such studies, this data inadequacy can manifest itself as imprecision in the elements of the transition matrix. In this paper,... View Details

Keywords: Markov Chains; Cost Effectiveness; Medical Innovations; Colorectal Cancer; Health Care and Treatment; Cost vs Benefits; Innovation and Invention; Mathematical Methods; Health Industry

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2022
Working Paper

The Limits of Decentralized Administrative Data Collection: Experimental Evidence from Colombia

By: Natalia Garbiras-Diaz and Tara Slough

States collect vast amounts of data for use in policymaking and public administration. To do so, central governments frequently solicit data from decentralized bureaucrats. Because central governments use these data in policymaking, decentralized bureaucrats may face... View Details

Keywords: Decentralization; Policy-making; Policy/economics; Policy Evaluation; Governance; Government Administration; Government and Politics; Government Legislation; Policy; Public Opinion; Analytics and Data Science; Latin America; South America; Colombia

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August 2019 (Revised November 2022)
Case

Paradigm Capital Value Fund

By: Luis M. Viceira and Elena Corsi

Karl Jan Erick Hummel had founded Paradigm Capital Value Fund in 2007 together with Columbia Business School Professor Bruce Greenwald, an expert in value investing and now chairman of the fund. The fund followed the principles of value investing to their target... View Details

Keywords: Investment Activism; Investment Portfolio; Financial Management; Growth and Development Strategy; Investment Funds; Financial Services Industry

December 2021
Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein

In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details