Publications

Program

Leading in the Digital Era

culture and capabilities for the digital era Accelerate the adoption of digital tools and data to respond to a changing market Build and leverage ecosystems to accelerate innovation and resilience Expand your personal and professional... View Details

October 2021
Article

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

By: Nicolas Padilla and 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; Programs; Consumer Behavior; Analysis

Find at Harvard

December 2009 (Revised September 2014)
Case

TD Canada Trust

By: Dennis Campbell and Brent Kazan

The case illustrates the role of performance measurement and analytics in translating TD-Canada Trust's service model of "comfortable banking" into operational terms. In 2000, in a banking market where consumers and regulators were typically hostile to mergers and... View Details

Keywords: Mergers and Acquisitions; Customer Focus and Relationships; Customer Satisfaction; Commercial Banking; Profit; Balanced Scorecard; Organizational Change and Adaptation; Banking Industry; Canada

October 2000 (Revised November 2005)
Case

Hilton HHonors Worldwide: Loyalty Wars

By: John A. Deighton and Stowe Shoemaker

Hilton Hotels regards the frequent guest program as the industry's most important marketing tool, directing marketing efforts at the heavy user. What is Hilton to do then, when a competitor ups the ante? This case illustrates the economics of frequency marketing in... View Details

Keywords: Customer Relationship Management; Decision Choices and Conditions; Brands and Branding; Competitive Strategy; Accommodations Industry

30 Jan 2018
Blog Post

HBS Global Opportunity Fellowship: Making a Difference in Africa

manufacturing client with a senior corporate relationship manager. We drove through a dusty, potholed two-lane road and it took us the better part of the afternoon to make the visit in the hot sun, passing many street merchants along the... View Details

January 2011
Case

AIC Netbooks: Optimizing Product Assembly

By: Steven C. Wheelwright and Sunru Yong

AIC Systems, located in Taichung, Taiwan, is a manufacturer of printed circuit boards, primarily for motherboards and video cards for personal computers. The firm is considered an original design manufacturer (ODM) and takes an active role in innovating and designing... View Details

Keywords: Performance Management; Quantitative Analysis; Manufacturing; Production Planning; Production Management; Diversification; Production; Performance Efficiency; Product Design; Performance Improvement; Mobile Technology; Manufacturing Industry; Electronics Industry; Taiwan

February 1997 (Revised April 1998)
Case

first direct (A)

By: Jeffrey F. Rayport

Describes the operations and strategy of the world's largest, fastest growing branchless bank. Using a person-to-person interface over conventional phone lines, First Direct provides standard banking and related financial products to nearly 700,000 customers throughout... View Details

Keywords: Service Delivery; Customer Satisfaction; Banks and Banking; Innovation and Invention; Banking Industry; United Kingdom

October 1997 (Revised March 1998)
Case

Appalachian Mountain Club: Transforming Governance

By: Walter J. Salmon and Jaan Elias

Starting in 1988, the Appalachian Mountain Club (AMC) began a controversial transformation in management and governance. For its first 112 years, the AMC's structure had resembled that of a country club--volunteer leaders directed the club's operations and its small,... View Details

Keywords: Budgets and Budgeting; Transformation; Corporate Governance; Employee Relationship Management; Recruitment; Leading Change; Organizational Culture; Labor and Management Relations; Nonprofit Organizations; Education Industry; Entertainment and Recreation Industry

Web

Admissions & Financial Support - Doctoral

Policy (Management) Kala Viswanathan Technology & Operations Management Ahmmad Brown Organizational Behavior Ximena Garcia-Rada Marketing Patrick Ferguson Accounting & Management Byungyeon Kim Marketing... View Details

14 Nov 2011
Working Paper Summaries

The Impact of Corporate Sustainability on Organizational Process and Performance

Keywords: by Robert G. Eccles, Ioannis Ioannou & George Serafeim; Accounting

07 Feb 2008
Working Paper Summaries

Attracting Flows by Attracting Big Clients: Conflicts of Interest and Mutual Fund Portfolio Choice

Keywords: by Lauren H. Cohen & Breno Schmidt; Financial Services

December 1989 (Revised June 2003)
Case

Bayside

By: William J. Poorvu and Richard Ellis Crum

Explores the issues associated with leasing office space in a softening market from the perspective of a young leasing agent. Addresses market and lease analysis, negotiating tactics and strategy, and management of a financial partnership. View Details

Keywords: Management; Partners and Partnerships; Negotiation Tactics; Markets; Business Strategy; Leasing; Corporate Finance; Real Estate Industry

Research Summary

Technology and Knowledge Transfer in the Evolution of China’s Machine Industry

This work-in-progress provides a historical perspective on the role of foreign companies as providers of machinery equipment and facilitators of technology transfer in China from the last decade of the 19^th century to the early 1950s. The project focuses on... View Details

May 2016 (Revised April 2019)
Case

Olivia Lum: Wanting to Save the World

By: Geoffrey Jones and Essie Alamsyah

This case considers the entrepreneurial career of Olivia Lum, who founded the Singaporean water company Hyflux in 1989. An orphan born in Malaysia, Lum provides a rare case of an entrepreneurial success in a country whose economic success has primarily rested on... View Details

2011
Other Unpublished Work

Functional Centralization and the Division of Labor in Management

By: Julie Wulf, Maria Guadalupe and Hongyi Li

This paper shows that the trend towards flatter hierarchies in large US firms since the mid-80's has been accompanied by increased centralization of activities at the top of the organization. In particular, the number of functional managers (e.g., Chief Financial... View Details

Keywords: Executive Compensation; Management Teams; Organizational Structure; Business Strategy; Diversification; Information Technology; United States

Article

On the Correspondence of Contracts to Salaries in (Many-to-Many) Matching

By: Scott Duke Kominers

In this note, I extend the work of Echenique (2012) to show that a model of many-to-many matching with contracts may be embedded into a model of many-to-many matching with wage bargaining whenever (1) all agentsʼ preferences are substitutable and (2) the matching with... View Details

Keywords: Many-to-Many Matching; Stability; Substitutes; Contract Design; Unitarity; Market Design; Contracts; Marketplace Matching; Balance and Stability; Economics

Find at Harvard