Publications

01 Jun 2020
What Do You Think?

Will Challenged Amazon Tweak Its Retail Model Post-Pandemic?

establish new policies for treating Prime members differentially in the next distribution crisis? Will we see Amazon go after its retail competitors by increasing its retail store network beyond Whole Foods and some high tech test stores? Or will we see a major move to... View Details

Keywords: by James Heskett; Retail

2023
Working Paper

Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development

By: Daniel Yue, Paul Hamilton and Iavor Bojinov

Predictive model development is understudied despite its centrality in modern artificial intelligence and machine learning business applications. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms)... View Details

Keywords: Analytics and Data Science

SSRN

2003
Working Paper

Dynamic Mixed Duopoly: A Model Motivated by Linux vs. Windows

By: Ramon Casadesus-Masanell and Pankaj Ghemawat

This paper analyzes a dynamic mixed duopoly in which a profit-maximizing competitor interacts with a competitor that prices at zero (or marginal cost), with the cumulation of output affecting their relative positions over time. The modeling effort is motivated by... View Details

Keywords: Business Model; Competition; Open Source Distribution; Balance and Stability; Applications and Software; Network Effects; Duopoly and Oligopoly

18 Jun 2024
Research & Ideas

Central Banks Missed Inflation Red Flags. This Pricing Model Could Help.

environments.” If central banks had used economic models that account for variations in the speed of firm’s pricing decisions rather than their traditional forecasting tools, policymakers might have detected rising inflation sooner,... View Details

Keywords: by Rachel Layne; Financial Services; Banking

Article

A Model for Managing System Conflict during Franchise Expansion

By: P. J. Kaufmann and V. K. Rangan

Keywords: Management; System; Conflict and Resolution; Business Ventures; Expansion

June 2015
Supplement

Generating Higher Value at IBM (A): EPS Forecasting Model

By: Benjamin C. Esty and Scott Mayfield

This case analyzes IBM's financial performance and its capital allocation decisions over a 10-year period from 2004-2013, during which IBM returned more than $140B to shareholders through a combination of dividends and share repurchases. During this time, CEO Sam... View Details

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy

2023
Working Paper

Debiasing Treatment Effect Estimation for Privacy-Protected Data: A Model Auditing and Calibration Approach

By: Ta-Wei Huang and Eva Ascarza

Data-driven targeted interventions have become a powerful tool for organizations to optimize business outcomes by utilizing individual-level data from experiments. A key element of this process is the estimation of Conditional Average Treatment Effects (CATE), which... View Details

Keywords: Analytics and Data Science; Consumer Behavior; Marketing

November 2000
Article

A Buy-Side Model of M&A Lockups: Theory and Evidence

By: Guhan Subramanian and John C. Coates

Keywords: Theory; Mergers and Acquisitions

Article

La innovación minorista para los consumidores emergentes en América Latina [Retail innovation for emerging consumers in Latin America]

By: Guillermo D'Andrea, Andres Terech and Luciana Silvestri

La innovacion de producto—el tipo de innovacion mas difundida y mas investigada—es dificil de intentar por parte de los minoristas. Estos casi nunca tienen incidencia en las especificaciones, funcionalidades o el diseño de la mayoria de los productos que venden. Por... View Details

Keywords: Retail; Business Model Innovation; Emerging Economies; Business Model; Emerging Markets; Innovation and Invention; Retail Industry

Article

Medium-term Business Cycles

By: Diego Comin and Mark Gertler

Over the postwar period, many industrialized countries have experienced significant medium-frequency oscillations between periods of robust growth versus relative stagnation. Conventional business cycle filters, however, tend to sweep these oscillations into the trend.... View Details

Keywords: Business Cycles; Fluctuation; Information Technology; Research and Development; Resource Allocation; Framework; Trends; Performance Efficiency; Performance Productivity

30 Jul 2014
News

Five Bad Reasons to Start a For-Profit Social Enterprise

Keywords: business model; venture philanthropy; social enterprise

February 2019 (Revised November 2021)
Case

MoviePass

By: Willy Shih

Mitch Lowe, the CEO of MoviePass, was having trouble convincing people of the viability of the company's business model. The company was building a multi-sided platform and was planning to extract value from increasing traffic to movie theaters through a number of... View Details

Keywords: Start-up; Start-up Growth; Start-ups; Business Model Innovation; Business Model; Innovation and Invention; Multi-Sided Platforms; Business Startups; Planning; Motion Pictures and Video Industry; United States

Educators

March 2017 (Revised November 2021)
Case

Floodgate: On the Hunt for Thunder Lizards

By: Rory McDonald, Alix Burke, Emma Franking and Nicole Tempest

Founded in 2008, Floodgate pioneered the “micro-VC” category, a new type of investment firm that raised smaller funds and made earlier, smaller investments in technology startups than traditional venture-capital firms. By 2015, Floodgate had raised three funds totaling... View Details

Keywords: Innovation; Business Models; Angel Investors; Crowdfunding; Incubators; Accelerators; Entrepreneurship; Venture Capital; Business Startups; Information Technology; Business Model; Innovation and Invention; Competitive Strategy

Educators

1980
Book

Competition in an Open Economy: A Model Applied to Canada

By: R. E. Caves, M. E. Porter and A. M. Spence

Keywords: Competition; Business Model; Canada

Research Summary

Overview

By: Ramon Casadesus-Masanell

I study strategic interaction between organizations that operate different business models. View Details

Keywords: Business Models; Industrial Organization; Strategic Interaction; Competitiveness; Strategy; Competition; Game Theory; Cooperation; Competitive Advantage; Competitive Strategy; China; Europe

May 2021 (Revised August 2021)
Supplement

Zara: An Integrated Store and Online Model (A) and (B)

By: Antonio Moreno and Anibha Singh

Keywords: Stores; Integration; Operations; Business Model; Strategic Planning; E-commerce; Retail Industry; Fashion Industry; Europe

May 2017
Supplement

Betfair (B)

By: Ramon Casadesus-Masanell, John Heilbron and Neil Campbell

Buoyed by success in the market for gambling contracts, Betfair attempts to enter the market for financial products using its exchange model. View Details

Keywords: Betfair; Exchange; Business Model; Betting; Leisure Industry; Market Design; Digital Platforms; Diversification; Financial Services Industry; Entertainment and Recreation Industry; Europe