Publications

23 Feb 2021
Research & Ideas

COVID-19 Shines New Light on Working Conditions in Supply Chains

descriptions of empirical research to provide their key insights in everyday language. For example, visitors to the site can learn about various audit approaches that are more or less effective under different circumstances. We also... View Details

Keywords: by Danielle Kost; Apparel & Accessories

October 2017 (Revised April 2019)
Case

Eastern Bank: Innovating Through Eastern Labs

By: Karen Mills, Dennis Campbell and Aaron Mukerjee

Eastern Bank is a 200-year-old New England mutual bank with a community focus. Eastern specializes in small business lending, having made strategic investments to become the top SBA lender in New England in the midst of the Great Recession, when other banks were... View Details

Keywords: Banks and Banking; Technological Innovation; Entrepreneurship; Management

16 Oct 2013
Op-Ed

Response to Readers: Combating Climate Change with Nuclear Power and Fracking

piped to the population centers. Syngas fuel-based power systems have much higher end-to-end CO2 emissions than either natural gas or LNG based systems. In my mind, it is better to learn how to manage fracking risks than to encourage even... View Details

Keywords: by Joe Lassiter; Energy; Utilities

June 2024 (Revised August 2024)
Case

Revlon India's Turnaround: Navigating Online-Offline Decisions Using a Balanced Scorecard

By: Tatiana Sandino and Samuel Grad

Revlon India was founded as a joint venture in 1995, pairing the industrial conglomerate UMG with the global beauty brand Revlon, Inc. to bring international color cosmetics to India. After growing rapidly and pioneering the Beauty Advisor (BA) model in India, the... View Details

January 2017 (Revised March 2017)
Case

IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

By: Rosabeth Moss Kanter and Jonathan Cohen

To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and... View Details

Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning

2023
Working Paper

The Customer Journey as a Source of Information

By: Nicolas Padilla, Eva Ascarza and Oded Netzer

In the face of heightened data privacy concerns and diminishing third-party data access, firms are placing increased emphasis on first-party data (1PD) for marketing decisions. However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details

Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships

Read Now

11 Nov 2020
Research & Ideas

How Hackathons Help Decide Platform Winners and Losers

tremendous way for developers to learn quickly, and for both developers and technology companies to reap real benefits.” About the author Michael Blanding is a writer based in Boston. [Image: gorodenkoff] Related Reading 6 Ways That... View Details

Keywords: by Michael Blanding; Technology

2022
Article

A Human-Centric Take on Model Monitoring

By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi

Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details

Keywords: AI and Machine Learning; Research and Development; Demand and Consumers

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2023
Working Paper

An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits

By: Biyonka Liang and Iavor I. Bojinov

Typically, multi-armed bandit (MAB) experiments are analyzed at the end of the study and thus require the analyst to specify a fixed sample size in advance. However, in many online learning applications, it is advantageous to continuously produce inference on the... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Mathematical Methods

Read Now

16 Oct 2019
Research & Ideas

Read Our Most Popular Stories of the Quarter

What stories were readers like you diving into this summer on HBS Working Knowledge? Your interests varied dramatically, everything from how researchers use machine learning technology to predict CEO performance to the power of rituals in... View Details

Keywords: by Sean Silverthorne

16 Dec 2002
Lessons from the Classroom

Marrying Distance and Classroom Education

adult learning workshop was looking at the strengths and weaknesses of face-to-face education versus online distance learning. But in fact, these two types of education can be quite complementary. Should... View Details

Keywords: by Sean Silverthorne

September 2023 (Revised June 2024)
Case

Kaspi.kz: Building Trust through Innovation

By: Sandra J. Sucher, Fares Khrais and Marilyn Morgan Westner

This case is written to help students explore how companies can maintain and develop trust while innovating, how to identify and respond effectively to warning signs that they may not be as trusted as they believe, and how being trusted can aid in expanding and growing... View Details

Keywords: Growth and Development Strategy; Organizational Culture; Trust; Technology Adoption; Innovation and Invention; Banking Industry

02 Apr 2015
Research & Ideas

Digital Initiative Summit: Who Has the Power in the Music Industry?

the CEO and founder of BandPage, an online service that allows musicians to post information and connect with fans. Their conversation touched on power dynamics, as-yet-untapped areas for future digitization, and a question from the... View Details

Keywords: Re: Felix Oberholzer-Gee; Music

05 Sep 2008
What Do You Think?

Is Case Method Instruction Due for an Overhaul?

conviction," and foster the realization "that life is filled with ambiguity." Tony Prehn pointed out that "The case study method ... is also an organic learning tool that updates itself as business environments and... View Details

Keywords: by Jim Heskett; Education

Teaching Interest

Overview

By: Peter Tufano

Tufano is the convener for an innovative global doctoral reading group, The Financial Economics of Climate and Sustainability (FECS). This novel course, taught with professors from Yale, Columbia, Stanford, Texas, Imperial, NYU, Mannheim, and Oxford brings together... View Details

January 2022 (Revised November 2023)
Supplement

Uber in China (C): The Cost of Success for Didi

By: William C. Kirby and Noah B. Truwit

On June 30, 2021, ride-hailing giant Didi Chuxing (Didi) raised $4.4 billion in its initial public offering (IPO) on the New York Stock Exchange (NYSE), the largest IPO of a Chinese company listed on an American exchange since Alibaba raised $25 billion in 2014.... View Details

Keywords: Uber; Didi Chuxing; Start-up Growth; Regulation; Ride-sharing; Transportation; Business Startups; Business and Government Relations; Cross-Cultural and Cross-Border Issues; Growth and Development; Policy; Competition; Laws and Statutes; Transportation Industry; Technology Industry; China

August 2017 (Revised August 2018)
Case

Busbud: Building a Data Company

By: Srikant M. Datar, Alistair Croll and Caitlin N. Bowler

The case features the work of LP Maurice (HBS '08) as he decides to take on the fragmented bus travel industry and launch an online business that aggregates and shares bus schedules for routes around the world. His first challenge: finding that the data he needs is... View Details

Keywords: Data Science; Analytics and Data Science; Business Startups; Knowledge Acquisition; Customers; Measurement and Metrics; Transportation Industry

2019
Working Paper

Using Technology to Augment Professionals, Instead of Replacing Them, for Innovative Problem Solving

By: Hila Lifshitz - Assaf, Felicia Ng, Aniket Kittur and Robert Kraut

While in some technological and scientific areas innovation is flourishing, in others it is stalling, leaving important problems unsolved for decades. One explanation is professionals’ limitations as problem solvers, as accumulating depth of knowledge enhances one’s... View Details

Keywords: Innovation; Expertise; Future Of Work; Crowdsourcing; Artificial Intelligence; Problem Solving; Professionalism; Experience and Expertise; Collaborative Innovation and Invention; Problems and Challenges; Research and Development