Publications

06 May 2015
What Do You Think?

Are You Ready for Personalized Predictive Analytics?

business world. At that time, predictive analytics had been applied to the continuing maintenance of everything from CAT scan machines produced by GE to elevators made by Otis. It enabled these firms to sell... View Details

Keywords: by James Heskett

Research Summary

Research Summary

By: Jeffrey T. Polzer

Jeff Polzer is the UPS Foundation Professor of Human Resource Management in the Organizational Behavior Unit at Harvard Business School. He studies how people collaborate in teams and across... View Details

September 2023 (Revised January 2024)
Case

AB InBev: Brewing Up Forecasts during COVID-19

By: Mark Egan, C. Fritz Foley, Esel Cekin and Emilie Billaud

In July 2021, the CEO of AB InBev's European operations and his team strategized to position the company for success post-pandemic. As the world's largest beer company, boasting over 500 brands, revenue of $46 billion, and a workforce of 160,000 in 2020, AB InBev... View Details

January 2001 (Revised May 2001)
Background Note

State, The

By: Rawi E. Abdelal

Surveys approaches to understanding the state; highlights the relationships between the state, order, and property; and offers an analytical framework for how states vary from place to place and over time. View Details

Keywords: Business and Government Relations; Governance Compliance; Framework; Economic Sectors; Policy; Private Ownership; Public Ownership; Entrepreneurship; Development Economics; Equality and Inequality

Teaching Interest

Strategy: Building and Sustaining Competitive Advantage

By: Andy Wu

In the fight for market leadership, your company must be able to build a winning strategy—and execute it seamlessly across multiple business lines. This program prepares you to identify and exploit sources of competitive advantage and implement game-changing... View Details

Teaching Interest

Exec Ed: Real Estate Executive Seminar: Capital, Partnerships, and Portfolios

By: John D. Macomber

With both a quest for yield and new opportunities emerging across the real estate supply chain, business leaders must have the financial capabilities, analytical tools, and strategic skills to ensure the long-term profitability of their development projects and... View Details

Keywords: Real Estate

November 2007 (Revised August 2014)
Case

D2Hawkeye: Growing the Medical IT Enterprise

By: Robert F. Higgins, Rosie O'Donnell, Sophie LaMontagne and Brent Kazan

In mid-March 2007, Chris Kryder sat in his office and thought about how to best finance his company's growth. Over the previous five years as founder and CEO of D2Hawkeye, a Waltham, Massachusetts-based healthcare analytics company, Kryder had grown the firm from a... View Details

Keywords: Strategy Development; Strategic Positioning; Strategic Vision; Venture Capital; Small Business; Investment; Growth Management; Expansion; Business Growth and Maturation; Decision Choices and Conditions; Financing and Loans; Business Startups; Financial Strategy; Business Strategy; Service Industry; Health Industry; Waltham

December 2007 (Revised June 2009)
Background Note

Identifying and Exploiting the Right Entrepreneurial Opportunity...For You

By: Howard H. Stevenson and Shirley Spence

This note provides an analytical framework for assessing potential opportunities in the context of an entrepreneur's life. The framework has two parts -- a business analysis and a personal analysis -- each comprised of a set of yes/no questions for critical assessment... View Details

Keywords: Entrepreneurship; Opportunities

February 2008 (Revised August 2011)
Case

Olympia Machine Company, Inc.

By: Frank V. Cespedes and Benson P. Shapiro

The management team of an industrial equipment supplier is debating the company's method of compensating salespeople. Different executives have offered different alternatives to the current method of straight salary plus expenses. Each option has different implications... View Details

Keywords: Governance Controls; Compensation and Benefits; Mission and Purpose; Salesforce Management; Motivation and Incentives; Business Strategy; Industrial Products Industry

June 2023
Simulation

Artea Dashboard and Targeting Policy Evaluation

By: Ayelet Israeli and Eva Ascarza

Companies deploy A/B experiments to gain valuable insights about their customers in order to answer strategic business problems. In marketing, A/B tests are often used to evaluate marketing interventions intended to generate incremental outcomes for the firm. The Artea... View Details

January 1999 (Revised September 2004)
Background Note

International Entrepreneurship: Managing and Financing Ventures in the Global Economy - Overview

International Entrepreneurial Finance is the study of allocation of scarce resources by and to entrepreneurs in international settings. This note provides an overview of "International Entrepreneurial Finance," a second-year MBA course developed and taught at Harvard... View Details

Keywords: Entrepreneurship; Globalization; Finance

Research Summary

Overview

By: Lynda M. Applegate

My current research builds on past research on the role of information, analytics and technology in transforming business and society. Over the past two years, this research focuses on how organizations partner to build innovation ecosystems that accelerate the... View Details

Keywords: Innovation Ecosystems; Leadership And Change Management; Organizational Adaptation; Innovation and Invention; Energy; Entrepreneurship; Leadership; Organizations; Technology; Strategy; Technology Industry; Web Services Industry; Information Technology Industry; Information Industry; Africa; North and Central America; Middle East

12 Jul 2010
Research & Ideas

Rocket Science Retailing: A Practical Guide

The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance (Harvard Business Press). As a practical guide, The New Science of Retailing helps retailers mine their... View Details

Keywords: by Martha Lagace; Retail; Auto

March 2016 (Revised June 2017)
Case

Transition at DataCo?

By: Frank V. Cespedes and Carin-Isabel Knoop

The founder of a data analytics company, Stefan Brecht, has several issues with his key business developer and head of marketing and sales, Tamara Smithson. Smithson, an early hire who had been instrumental in building the firm; operates as an individual contributor;... View Details

Keywords: Sales Management; Selling; Entrepreneurial Ventures; Performance Management; Professional Services; Salesforce Management; Sales; Marketing; Performance; Consulting Industry; United States; France

February 2022
Case

Cleveland Clinic Abu Dhabi

By: Linda A. Hill and Emily Tedards

In 2006, the Cleveland Clinic and Mubadala Investment Company partnered with a bold ambition to deliver world class healthcare in the United Arab Emirates. In 2015, after nearly a decade of planning and construction, Cleveland Clinic Abu Dhabi opened its doors. By... View Details

Keywords: Organizational Behavior; Culture; Alignment; Organizational Effectiveness; Purpose; Impact; Leadership Development; Diversity; Collaboration; Co-creation; Learning Organizations; Empowerment; Teams; Team Dynamics; Teamwork; Team Effectiveness; Trust; Talent; Talent Development And Retention; Psychological Safety; Organizational Evolution; Coaching; Board; Analytics; Innovation; Data; Data Visualization; Digital Technology; Digital; Customer Experience; Experimentation; Change Management; Data-driven Decision-making; Debates; Ecosystem; Partnership; Telemedicine; Sustainability; Global Organizations; Local; Hospital; Healthcare; United Arab Emirates; Health Care and Treatment; Partners and Partnerships; Globalization; Quality; Organizational Culture; Mission and Purpose; Innovation and Management; Information Technology; Joint Ventures; Leadership; Performance Effectiveness; Abu Dhabi; United Arab Emirates

August 2006
Article

Confidence Intervals for Probabilities of Default

By: Samuel G. Hanson and Til Schuermann

In this paper we conduct a systematic comparison of confidence intervals around estimated probabilities of default (PD) using several analytical approaches as well as parametric and nonparametric bootstrap methods. We do so for two different PD estimation... View Details

Keywords: Credit Risk; Bootstrap; Mathematical Methods; Credit; Risk Management

Find at Harvard

2016
Book

Managing in the Gray: Five Timeless Questions for Resolving Your Toughest Problems at Work

By: Joseph L. Badaracco

Part of a manager's job is making tough calls, and the hardest challenge can be resolving "gray area” problems—situations in which analysis of the numbers, facts, and data fails to provide a clear answer. Gray areas test not only managers’ skills but also their... View Details

Keywords: Business or Company Management; Decision Choices and Conditions

Find at Harvard

March 2006
Course Overview Note

International Finance: A Course Overview Note

By: Mihir A. Desai

Describes the International Finance course at Harvard Business School, which argues that the forces of globalization have fundamentally changed the scope and activities of firms, thereby altering the practice of finance within these firms. As a consequence of an... View Details

Keywords: Multinational Firms and Management; Business Ventures; Integration; Change Management; Decision Choices and Conditions; Investment; Risk Management; Competitive Advantage; Motivation and Incentives; International Finance; Capital Markets