Publications

2017
Chapter

Marketing Models for the Customer-Centric Firm

By: Eva Ascarza, Peter S. Fader and Bruce G.S. Hardie

A customer-centric firm takes the view that there are three key drivers of (organic) growth and overall profitability: Customer acquisition, customer retention, and customer development (i.e., increasing the value of each existing customer (per unit of time) while they... View Details

Keywords: Customer Value and Value Chain; Customer Focus and Relationships

Forthcoming
Chapter

Economic Models for Software Vulnerability Research

By: Frank Nagle and Michael Sutton

29 Mar 2009
News

How Crisis Shapes the Corporate Model

29 Aug 2018
HBS Conference

Economic Models of Competition and Collusion

November 2021 (Revised December 2021)
Case

Praava Health: A New Model for Bangladesh

By: Michael Chu

Launched in Dhaka, Bangladesh, in 2018, Praava Health (‘Praava’) delivered high-quality in-clinic primary and specialist care, backed by its own high quality diagnostic laboratories, imaging and pharmacy. Praava was founder Sylvana Sinha’s response to what she saw as a... View Details

Keywords: Entrepreneurship; Health Care and Treatment; Investment Return; Mobile and Wireless Technology; Business Model; Growth and Development Strategy; Health Industry; Bangladesh; Asia

2022
Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo

For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details

Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting

SSRN

December 2011
Article

EXEMPLARY CONTRIBUTION: Transforming Mental Models on Emerging Markets

By: Charles Dhanaraj and Tarun Khanna

Economic growth in the Western world increasingly depends on meaningful engagement with emerging markets such as Brazil, China, India, South Africa, and Turkey. Business schools are responding with increased attention to these markets in their research and curricula.... View Details

Keywords: Emerging Markets; Business Model; Economic Growth; Developing Countries and Economies; Research; Business Education; Learning; Financial Institutions; Framework; Transformation; Perspective; India; China; Brazil; South Africa; Turkey

Find at Harvard

October 2004 (Revised November 2004)
Case

Mavens & Moguls: Creating a New Business Model

By: Myra M. Hart, Victoria Winston and Kristin Lieb

Mavens & Moguls is a "virtual" marketing-consulting firm of approximately 40 professionals. Examines the processes by which its founder, Paige Arnof-Fenn, learns the business, builds a power network of industry experts and potential customers, and uses this expertise... View Details

Keywords: Internet and the Web; Values and Beliefs; Work-Life Balance; Organizational Structure; Organizational Culture; Operations; Networks; Business Model; Growth Management; Business Growth and Maturation; Entrepreneurship; Growth and Development Strategy; Consulting Industry

26 Feb 2019
News

Building a New Real Estate Investment Model

An experiment in real estate investing is underway in Philadelphia, where Steinbridge Group CEO Tawan Davis (MBA 2006) has made a long-term commitment to less-affluent renters in the city’s most rapidly gentrifying communities. “You want to see positive economic... View Details

18 Mar 2008
Working Paper Summaries

Modeling Expert Opinions on Food Healthiness: A Nutrition Metric

Keywords: by Jolie Mae Martin, John Leonard Beshears, Katherine Lyford Milkman, Max H. Bazerman & Lisa Sutherland; Retail

2023
Article

Provable Detection of Propagating Sampling Bias in Prediction Models

By: Pavan Ravishankar, Qingyu Mo, Edward McFowland III and Daniel B. Neill

With an increased focus on incorporating fairness in machine learning models, it becomes imperative not only to assess and mitigate bias at each stage of the machine learning pipeline but also to understand the downstream impacts of bias across stages. Here we consider... View Details

01 Jun 2018
News

The Evolution of Modern Pricing Models

image by John Ritter From Uber’s surge pricing to dynamic ticket pricing, it seems there’s been more awareness of pricing models and pricing strategy in recent years. What’s driving that interest? Thales Teixeira: We need to go back... View Details

2008
Working Paper

Minimally Altruistic Wages and Unemployment in a Matching Model

By: Julio J. Rotemberg

This paper presents a model in which firms recruit both unemployed and employed workers by posting vacancies. Firms act monopsonistically and set wages to retain their existing workers as well as to attract new ones. The model differs from Burdett and Mortensen (1998)... View Details

Keywords: Retention; Selection and Staffing; Employment; Wages; Mathematical Methods

March 2011
Case

MorphoSys AG: The Evolution of a Biotechnology Business Model

By: Gary P. Pisano, Ryan Johnson and Carin-Isabel Knoop

In the biotech world, the 18-year-old Munich-based company MorphoSys was a rarity: it was profitable. The company achieved this profitability not by developing and selling its own drugs, but by licensing access to its proprietary library of human antibodies. Recently,... View Details

Keywords: Business Model; Profit; Intellectual Property; Rights; Risk Management; Digital Platforms; Product Development; Business and Shareholder Relations; Vertical Integration; Biotechnology Industry; Munich