Publications

Article

Assent-maximizing Social Choice

By: Katherine A. Baldiga and Jerry R. Green

We take a decision theoretic approach to the classic social choice problem, using data on the frequency of choice problems to compute social choice functions. We define a family of social choice rules that depend on the population's preferences and on the probability... View Details

Keywords: Decision Choices and Conditions; Theory; Measurement and Metrics; Mathematical Methods; Society

November 2023 (Revised July 2024)
Case

'Care in Every Drop': Ayala Corporation and Manila Water (A)

By: Debora L. Spar, Paul Healy, Tricia Peralta and Julia M. Comeau

Since 1834, eight generations of the Ayala family have used their conglomerate to fund nation-building projects in the Philippines, including investments in tramcars, telecommunications, hospitals, and schools. In 1997, Ayala’s subsidiary, Manila Water, took control of... View Details

Keywords: Family Business; Economic Growth; Social Entrepreneurship; Climate Change; Natural Resources; Crisis Management; Failure; Privatization; Social Issues; Urban Development; Adaptation; Public Opinion; Mission and Purpose; Utilities Industry; Asia; Philippines

17 Nov 2015
HBS Seminar

Kevin Boudreau, Harvard Business School, London Business School

18 Sep 2014
News

Entrepreneurs anonymous

June 2014
Case

Going Social: Durex in China

By: Mikolaj Jan Piskorski and Aaron Smith

When Reckitt Benckiser (RB), a leading consumer goods company, first entered China, it encountered significant challenges. RB's strategy relied on selling high margin products supported by cost-effective advertising and distribution, but the highly competitive Chinese... View Details

Keywords: Distribution; Multinational Firms and Management; Internet and the Web; Marketing Communications; Brands and Branding; Consumer Products Industry; China

April 1988 (Revised September 1992)
Case

Frito-Lay, Inc.: The Backhaul Decision

By: Janice H. Hammond

Prior to the Motor Carrier Act of 1980, companies with private trucking fleets were generally prohibited from selling transportation services to other companies. The deregulation of the trucking industry in 1980 allowed private carriers to offer for-hire transportation... View Details

Keywords: Cost Management; Revenue; Governing Rules, Regulations, and Reforms; Marketing Strategy; Distribution; Service Operations; Sales; Salesforce Management; Transportation; Food and Beverage Industry

Article

Robust and Stable Black Box Explanations

By: Himabindu Lakkaraju, Nino Arsov and Osbert Bastani

As machine learning black boxes are increasingly being deployed in real-world applications, there has been a growing interest in developing post hoc explanations that summarize the behaviors of these black boxes. However, existing algorithms for generating such... View Details

Keywords: Machine Learning; Black Box Models; Framework

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August 2021
Article

Multiple Imputation Using Gaussian Copulas

By: F.M. Hollenbach, I. Bojinov, S. Minhas, N.W. Metternich, M.D. Ward and A. Volfovsky

Missing observations are pervasive throughout empirical research, especially in the social sciences. Despite multiple approaches to dealing adequately with missing data, many scholars still fail to address this vital issue. In this paper, we present a simple-to-use... View Details

Keywords: Missing Data; Bayesian Statistics; Imputation; Categorical Data; Estimation

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Research Summary

Overview

My work examines the social and economic processes that generate innovation and distribute its rewards in society, in the context of the United States over the past twenty years. For isntance, I have shown that in recent decades product innovations have... View Details

Paul A. Gompers

Paul Gompers, Professor of Business Administration at the Harvard Business School, specializes in research on financial issues related to start-up, high growth, and newly public companies. Professor Gompers has an appointment in both the View Details

Keywords: electronics; health care; high technology; information technology industry; investment banking industry; pharmaceuticals; semiconductor; venture capital industry

2022
Working Paper

On the Origins of Our Discontent

By: Rawi Abdelal and Thomas J. DeLong

Signs of discontent with global capitalism and national capitalisms abound. Unless we find ways to create better jobs and then improve those jobs further with empathic management and thoughtful mentoring, then we will be unable to create a more stable, purposeful... View Details

Keywords: Capitalism; Human Needs; Public Opinion; Social Issues; Wealth and Poverty; Globalization; Government and Politics

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November 2018
Case

Cepuros Foods Malaysia: Finding the Secret Sauce for Growth (Brief Case)

By: John A. Quelch and Katherine B. Hartman

Shelby Diaz, country manager for Cepuros Foods International—Malaysia (CFI-M), must decide a growth strategy for the expansion of CFI-M's line of salsas, particularly regarding whom to target and how to allocate marketing investments. CFI-M could expand aggressively by... View Details

Keywords: Growth and Development Strategy; Marketing Strategy; Marketing Communications; Product Positioning

Research Summary

An Unlimited Moments GMM Estimator

A short time series relative to the number of moment conditions in a GMM framework yields an inconsistent estimator. To circumvent this problem, researchers generally restrict the number of moment conditions to some fraction of the length of the time... View Details

December 2006 (Revised March 2010)
Case

Bill Gates and Steve Jobs

By: Anthony Mayo and Mark Benson

Bill Gates and Steve Jobs, founders of Microsoft and Apple respectively, have revolutionized the relationship between the individual and computer technology. Once the exclusive domain of academia and research facilities, computers can now be found in every area of... View Details

Keywords: Entrepreneurship; Business History; Technological Innovation; Leadership; Risk and Uncertainty; Technology Industry

January 2014
Article

Fashioning an Industry: Socio-cognitive Processes in the Construction of Worth of a New Industry

By: Mukti Khaire

This study of the high-end fashion industry in India examines the process of construction of the worth of a new industry. Analyses of data from multiple sources revealed that framing by early entrepreneurs and the socio-cognitive processes that resulted from the... View Details

Keywords: Fashion And Creative Industries; Fashion Industry

March 2011
Case

Cash Flow Productivity at PepsiCo: Communicating Value to Retailers

PepsiCo developed a new metric that better measured the value added by Pepsi products than did gross margin, the traditional metric used by retailers to determine shelf space and promotional activity. The new metric, cash flow productivity, captured the value of... View Details

Keywords: Customer Relationship Management; Cash Flow; Measurement and Metrics; Distribution; Performance Productivity; Value Creation; Food and Beverage Industry; Retail Industry

Article

Optimal Taxation When Children's Abilities Depend on Parents' Resources

By: Alexander Gelber and Matthew Weinzierl

Empirical research suggests that parents' economic resources affect their children's future earnings abilities. Optimal tax policy therefore treats future ability distributions as endogenous to current taxes. We model this endogeneity, calibrate the model to match... View Details

Keywords: Taxation; Family and Family Relationships; Welfare

2015
Chapter

Negotiations: Statistical Aspects

By: James K. Sebenius

'Negotiation analysis' seeks to develop prescriptive theory and useful advice for negotiators and third parties. It generally emphasizes the parties' underlying interests, alternatives to negotiated agreement, approaches to productively manage the inherent tension... View Details

Keywords: Negotiation Preparation; Negotiation Tactics; Negotiation Participants