Publications

Research Summary

Social Networks and Unraveling in Labor Markets

This paper develops a model of local unraveling (or early hiring) in entry-level labor markets. Information about workers' productivity is revealed over time and transmitted credibly via a two-sided network connecting firms and workers. While employment starts only... View Details

September 2014 (Revised April 2016)
Case

Cree Inc.: Introducing the LED Light Bulb

By: John Gourville and Michael Norris

Cree, a North Carolina-based maker of light emitting diodes (LEDs), has just introduced its first consumer product—an LED light bulb. It is designed as an energy efficient replacement for the ubiquitous incandescent light bulb. But given that it is an unfamiliar... View Details

Keywords: Marketing; Innovation; Product Adoption; Technological Innovation; Technology Adoption; Energy Conservation; Product Launch; Consumer Products Industry; North Carolina

Article

Why Every Organization Needs an Augmented Reality Strategy

By: Michael E. Porter and James E. Heppelmann

While the physical world is three-dimensional, most data is trapped on two-dimensional pages and screens. This gulf between the real and digital worlds prevents us from fully exploiting the volumes of information now available to us. Augmented reality (AR), a set of... View Details

Keywords: Technological Innovation; Innovation Strategy; Organizational Change and Adaptation; Performance Effectiveness

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05 Nov 2024
Book

Building the Road to 'Small Business Utopia' with AI and Fintech

borrowers in the sector: heterogeneity—the fact that all small businesses are different, making it difficult to extrapolate from one example to the next—and information opacity, the fact that it is hard to know what is really going on... View Details

Keywords: by Karen G. Mills; Financial Services

January–February 2025
Article

What People Still Get Wrong About Negotiations: They Assume the Size of the Pie Is Fixed—and So Miss Opportunities to Create Value

By: Max H. Bazerman

Most executives leave value on the negotiating table, for two main reasons: First, many executives mistakenly believe that they’re negotiating over a fixed pie and that gains for one side necessarily mean losses for the other. Second, they focus exclusively on how to... View Details

Keywords: Negotiation Offer; Negotiation Tactics; Value; Communication; Trust

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27 Jan 2015
Working Paper Summaries

College Admissions as Non-Price Competition: The Case of South Korea

Keywords: by Christopher Avery, Alvin E. Roth & Soohyung Lee; Education

January 2024 (Revised February 2024)
Case

Data-Driven Denim: Financial Forecasting at Levi Strauss

By: Mark Egan

The case examines Levi Strauss’ journey in implementing machine learning and AI into its financial forecasting process. The apparel company partnered with the IT company Wipro in 2017 to develop a machine learning algorithm that could help Levi Strauss forecast its... View Details

Keywords: Investor Relations; Forecasting; Machine Learning; Artificial Intelligence; Apparel; Corporate Finance; Forecasting and Prediction; AI and Machine Learning; Digital Transformation; Apparel and Accessories Industry; United States

July 2008 (Revised August 2008)
Case

In-Vitro Fertilization: Outcomes Measurement

By: Michael E. Porter, Saquib Rahim and Benjamin Chung-Shi Tsai

As of 2007, there were very few examples of widespread measurement and reporting of health outcomes, a critical quality measure. In-vitro fertilization clinics have been required to report their patient's health outcomes since 1995. The protagonist of the case, Dr.... View Details

Keywords: Health Care and Treatment; Medical Specialties; Measurement and Metrics; Operations; Outcome or Result; Health Industry; Cleveland

January 1985 (Revised June 1993)
Case

Turner Construction Co.

By: Frank V. Cespedes

In June, 1984, a vice president at Turner Construction Co. must decide whether to approve a construction project being considered by one of Turner's territorial offices and how to manage that territory general manager's apparent reluctance to pursue another account... View Details

Keywords: Organizational Structure; Projects; Market Entry and Exit; Integration; Contracts; Marketing Strategy; Sales; Business or Company Management; Business Offices; Geographic Location; Construction Industry

December 2024 (Revised March 2025)
Case

WayCool: Addressing Food Loss

By: Rajiv Lal and Kairavi Dey

Headquartered in Chennai, India, WayCool started by focusing on solving the growing challenge of food losses and low farmer incomes. Dasari and Jayaraman, surprised at the amount of fruits and vegetables lost in the agricultural supply chain, set up the company with... View Details

Keywords: Agribusiness; Entrepreneurship; Agriculture and Agribusiness Industry; Asia; India; Bangalore

24 May 2013
Working Paper Summaries

Improving Store Liquidation

Keywords: by Nathan Craig & Ananth Raman; Retail

11 Oct 2024
Research & Ideas

How AI Could Ease the Refugee Crisis and Bring New Talent to Businesses

The world’s refugee population has exploded over the last decade, straining the resources of international resettlement agencies as staff struggle to keep up with manually matching millions of refugees and asylum seekers to host countries. Artificial intelligence and... View Details

Keywords: by Ben Rand; Information Technology; Information Technology

May 2020
Article

Negotiating a Better Future: How Interpersonal Skills Facilitate Inter-Generational Investment

By: Nava Ashraf, Natalie Bau, Corinne Low and Kathleen McGinn

Using a randomized control trial, we examine whether offering adolescent girls nonmaterial resources—specifically, negotiation skills—can improve educational outcomes in a low-income country. In so doing, we provide the first evidence on the effects of an intervention... View Details

Keywords: Negotiation; Competency and Skills; Training; Age; Gender; Education; Investment; Outcome or Result; Developing Countries and Economies

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March 2011 (Revised February 2014)
Case

Cree, Inc.: Which Bright Future?

By: David J. Collis, Mary Furey and Matthew Shaffer

After its founding in the late 1980s, Cree Inc. quickly grew into a major player in the emerging LED market. By 2007, technological improvements in LEDs had made them suitable for TV, computer, and mobile "backlighting"; and concerns over global warning led to calls to... View Details

April 2015 (Revised June 2016)
Case

The Transformation of NCR

By: David Collis, Raffaella Sadun and Matthew Shaffer

During his tenure as CEO since 2005, Bill Nuti had moved NCR Corporation (originally National Cash Register) from its historical competence in hardware to become a provider of hardware and software for managing transactions across a range of industries and payments... View Details

Keywords: NCR; Hardware; Software; Acquisitions; Financial Services; Organizational Change and Adaptation; Expansion; Information Infrastructure; Applications and Software; Transformation; Acquisition; Financial Services Industry; Technology Industry

February 2022 (Revised January 2023)
Case

Huazhu: A Chinese Hotel Giant's Journey of Digital Transformation

By: Feng Zhu, Yulin Fang, Bonnie Yining Cao and Duan Yang

Based in Shanghai, China, Huazhu Group, the world’s third-largest hotel operator, was known for its standardized IT system. It helped the company boost efficiency during the COVID-19 pandemic. Chief Digital Officer Xinxin Liu also faced some longer-term challenges:... View Details

Keywords: Hotel Industry; COVID-19 Pandemic; Labor; Business or Company Management; Emerging Markets; Information Technology; Operations; Strategy; Digital Transformation; Accommodations Industry; China; United States; Singapore; Germany; Hong Kong

Article

Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification with Top Health Apps in the United States: Quality Improvement Study

By: Noy Alon, Ariel Dora Stern and John Torous

BACKGROUND: As the development of mobile health apps continues to accelerate, the need to implement a framework that can standardize categorizing these apps to allow for efficient, yet robust regulation grows. However, regulators and researchers are faced with numerous... View Details

Keywords: Mobile Health; Smartphone; Food And Drug Administration; Risk-based Framework; Health Care and Treatment; Mobile and Wireless Technology; Applications and Software; Framework

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2021
Article

Fair Influence Maximization: A Welfare Optimization Approach

By: Aida Rahmattalabi, Shahin Jabbari, Himabindu Lakkaraju, Phebe Vayanos, Max Izenberg, Ryan Brown, Eric Rice and Milind Tambe

Several behavioral, social, and public health interventions, such as suicide/HIV prevention or community preparedness against natural disasters, leverage social network information to maximize outreach. Algorithmic influence maximization techniques have been proposed... View Details