Publications

12 Aug 2008
First Look

First Look: August 12, 2008

conceptual model and propositions that highlight the attributes of effective workforce diversity initiatives and the process through which workforce diversity initiatives become effective. We focus on knowledge-intensive work and argue... View Details

Keywords: Sean Silverthorne

November 2011
Article

Competing Matchmakers: An Experimental Analysis

By: Tanjim Hossain, Dylan B. Minor and John Morgan

Platform competition is ubiquitous, yet platform market structure is little understood. Theory models typically suffer from equilibrium multiplicity—platforms might coexist or the market might tip to either platform. We use laboratory experiments to study the outcomes... View Details

Keywords: Platform Competition; Two-Sided Markets; E-commerce; Competition; Two-Sided Platforms; Monopoly

May 2016 (Revised June 2017)
Case

India's Amul: Keeping Up with the Times

By: Rohit Deshpandé, Tarun Khanna, Namrata Arora and Tanya Bijlani

Amul is an Indian dairy cooperative founded in 1947—eight months before India's independence from British rule—and owned by over three million farmers in the state of Gujarat. It is India's largest food product marketing organization, selling 46 products, including... View Details

Keywords: Globalization; Expansion; Dairy; India; Cooperatives; Milk; Leadership; Agriculture; Agribusiness; Competition; Marketing; Organizational Change and Adaptation; Agriculture and Agribusiness Industry; India

Article

The Translucent Hand of Managed Ecosystems: Engaging Communities for Value Creation and Capture

By: Elizabeth J. Altman, Frank Nagle and Michael Tushman

Management research has increasingly explored the domains of ecosystems, platforms, and open/user/distributed innovation—governance structures focused on engaging with external communities. While these research areas include substantial empirical and theoretical work... View Details

Keywords: Ecosystems; Platforms; Open And User Innovation Strategy; Capabilities; Governance; Innovation Strategy; Organizational Change and Adaptation; Value Creation

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13 Mar 2025
HBS Seminar

Sonny Tambe, Wharton

Pension Policy and the Financial System

This paper examines the effect of pension policy on the structure of financial systems around the world. In particular, I explore the hypothesis that policies that promote pension savings also promote the development of capital markets. I present a model that... View Details

November 2024
Supplement

AlphaGo (C): Birth of a New Intelligence

By: Shikhar Ghosh and Shweta Bagai

This case, the final of a three-part series, explores DeepMind's pivotal transition from mastering games to solving real-world scientific challenges. In December 2020, DeepMind's AI system AlphaFold 2 achieved a breakthrough by solving protein folding—a 50-year-old... View Details

Keywords: Autonomy; Deep Learning; Drug Discovery; Healthcare Innovation; Neural Networks; Scientific Research; Technology Startup; AI and Machine Learning; Technological Innovation; Research and Development; Business Model; Business Strategy; Open Source Distribution; Technology Industry; United States

11 Feb 2025
HBS Seminar

Brett Hollenbeck, University of California, Los Angeles

January 2025
Case

Untapped Global: Financing Africa's Missing Middle

By: Raymond Kluender and Emanuele Colonnelli

In November 2024, Jim Chu, founder and CEO of Untapped Global, faced mounting internal tensions over the company’s strategic direction. Untapped had developed a data-driven revenue-based financing (RBF) model to address the “missing middle” problem—the $5.2 trillion... View Details

Article

Competition for Scarce Resources

By: Peter Eso, Volker Nocke and Lucy White

We model a downstream industry where firms compete to buy capacity in an upstream market that allocates capacity efficiently. Although downstream firms have symmetric production technologies, we show that industry structure is symmetric only if capacity is sufficiently... View Details

Keywords: Competitive Strategy; Natural Environment; Technology; Production; Business Cycles; Forecasting and Prediction; Cost; Demand and Consumers; Industry Structures; Performance Capacity

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January 2019 (Revised November 2020)
Case

Ribbon Home: iBacking for Real Estate

By: Marco Di Maggio and Sarah Gulick

In November 2018, Shaival Shah, the founder and CEO of Ribbon Home had to decide on the next steps for the company. Ribbon had introduced a program that backs consumers with cash offers without creating a loan structure in order to help them compete with iBuyers, such... View Details

Keywords: Consumers; Real Estate; Property; Finance; Digital Platforms; Business Model; Decision Making; Real Estate Industry; Technology Industry

Research Summary

Communication (and Coordination?) in a Modern, Complex Organization

This is a descriptive study of the structure of communications in a modern organization. We analyze a dataset with millions of electronic mail messages, calendar meetings and teleconferences for many thousands of employees of a single, multidivisional firm during a... View Details

Research Summary

Overview

Professor McDonald studies how firms successfully navigate new markets. He examines how widely accepted strategic prescriptions can actually undermine managers’ attempts to develop a viable business model or stake out a defining new market position, and considers the... View Details

Forthcoming
Article

Training, Communications Patterns, and Spillovers Inside Organizations

By: Miguel Espinosa and Christopher T. Stanton

This paper examines how training affects productivity across hierarchical layers within organizations. After a randomized training program for frontline employees at a government agency, trained workers' output increased while their requests for managerial assistance... View Details

Keywords: Spillovers; Labor Productivity; Firm Objectives, Organization, And Behavior; Training; Performance Productivity

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March 2012 (Revised April 2013)
Case

Schön Klinik: Eating Disorder Care

By: Michael E. Porter, Emma Stanton, Jessica A. Hohman and Caleb Stowell

The Schön Klinik is a private, for-profit German hospital group trying to establish itself as a premium health care provider in a competitive German market. The case details Schön Klinik's founding, its early focus on measurement and improvement, and the design and... View Details

Keywords: Health Care Quality; Outcomes; Quality Improvement; Strategy And Performance Measurement; Integration; Measurement and Metrics; Competition; Health Disorders; Health Care and Treatment; Outcome or Result; Performance Evaluation; Business Processes; Health Industry; Germany

2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

SSRN

Research Summary

Quality in Service Operations

Rogelio Oliva is interested in understanding how the operational characteristics of service delivery processes interact with human resource and marketing policies to determine the long term productivity, quality, and profitability of a service operation. Specifically,... View Details

October 2023
Article

Product Variety, the Cost of Living, and Welfare Across Countries

By: Alberto Cavallo, Robert C. Feenstra and Robert Inklaar

We use the structure of the Melitz (2003) model to compute the cost of living and welfare across 47 countries, and compare these to conventional measures of prices and real consumption from the International Comparisons Project (ICP). The cost of living is inferred... View Details

Keywords: Macroeconomics; Trade

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2022
Working Paper

Intertemporal Altruism

By: Felix Chopra, Armin Falk and Thomas Graeber

Most prosocial decisions involve intertemporal tradeoffs. Yet, the timing of prosocial utility flows is ambiguous and bypassed by most models of other-regarding preferences. We study the behavioral implications of the time structure of prosocial utility,... View Details

Keywords: Altruism; Donation; Intertemporal Decision-making; Time Inconsistency