Publications

January 2025
Case

Untapped Global: Financing Africa's Missing Middle

By: Raymond Kluender and Emanuele Colonnelli

In November 2024, Jim Chu, founder and CEO of Untapped Global, faced mounting internal tensions over the company’s strategic direction. Untapped had developed a data-driven revenue-based financing (RBF) model to address the “missing middle” problem—the $5.2 trillion... View Details

April 2012 (Revised February 2017)
Case

Dovernet

By: Robert Simons and Natalie Kindred

This case illustrates the implications of using stringent performance measurement systems to create performance pressure, motivate employee achievement, and sharpen a firm's competitiveness. It opens by describing the downsides of the ruthlessly competitive culture at... View Details

Keywords: Motivation and Incentives; Information Technology; Competitive Advantage; Decision Choices and Conditions; Organizational Culture; Performance Evaluation; Compensation and Benefits; Information Technology Industry; Information Technology Industry; Vancouver

Program

Competing in the Age of AI—Virtual

capabilities that can help your business succeed in today's data-driven environments, you will discover how you can lead your company's transformation into an AI-first leader. Along with learning how to unlock new growth potential, you... View Details

06 Sep 2022
Blog Post

To Go-Go: A Foodtech Startup Serves Up Scale in Latin America

For all their variety, restaurants have two things in common: a kitchen where food is prepared and a dining area where customers consume it. But what if you could use technology to ditch the dining area and just keep the kitchen, trimming... View Details

Forthcoming
Article

Achieving Epilepsy Care for All: Ecosystem-Based Transformation

By: Susanna Gallani, Bernice Martin Lee and Lidia M. V. R. Moura

Epilepsy exemplifies many of the systemic challenges of modern health care— fragmented care delivery, inequitable access, financial strain, and so on. The current “system of systems” (SoS) structure of U.S. health care fosters siloed operations among its member systems... View Details

Keywords: Healthcare Delivery; Epilepsy; Seizures; Health Care and Treatment; Health Disorders; Equality and Inequality; Framework; Service Delivery

Web

PhD Programs - Doctoral

program has four areas of study: Accounting and Management , Marketing , Strategy , and Technology and Operations Management . All areas of study involve roughly two years of coursework culminating in a field exam. The remaining years of... View Details

25 Oct 2017
Research & Ideas

Will Machine Learning Make You a Better Manager?

the firm will all rely on data science capabilities.” In short, to be competitive next decade, most companies should be thinking today about investing in data-driven technologies such as data analytics,... View Details

Keywords: by Michael Blanding; Information Technology

29 Oct 2018
Research & Ideas

Hunting for a Hot Job in High Tech? Try 'Digitization Economist'

HBS and other business schools add more tech-germane courses to their MBA offerings. "Tech firms 'have been snapping up economists at a remarkable scale'" Luca and co-author Susan Athey, the economics of technology professor at... View Details

Keywords: by Roberta Holland; Technology; Technology

June 2020
Background Note

Customer Management Dynamics and Cohort Analysis

By: Elie Ofek, Barak Libai and Eitan Muller

The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details

Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain

16 Jul 2024
Research & Ideas

Weighing Digital Tradeoffs in Private Equity

When private equity (PE) firms buy a company, they typically follow a standard playbook to create value—streamlining operations, restructuring debt, changing management, and cutting costs. However, as digital technologies and artificial... View Details

Keywords: by Michael Blanding; Financial Services

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

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Research Summary

Overview

By: Ayelet Israeli

Professor Israeli utilizes econometric methods and field experiments to study data driven decision making in marketing context. Her research focuses on data-driven marketing, with an emphasis on how businesses can leverage their own data, customer data, and market data... View Details

Keywords: Channel Management; Pricing; Pricing Policies; Online Marketing; E-commerce; Analytics; Econometrics; Field Experiments; Data Analytics; Artificial Intelligence; Value Of Data

Web

Live from Klarman Hall - Alumni

Reskilling in the Age of AI 10:00–11:15 a.m. ET Both livestreamed and recorded Speaker: Raffaella Sadun , Charles Edward Wilson Professor of Business Administration; Senior Associate Dean for HBS Publishing The rapid evolution of new View Details

Web

Browse All Articles, Research, & Case Studies - HBS Working Knowledge

into what’s driving and limiting the practice of skills-based hiring. The discussion ranges from degree inflation and HR automation to workforce demographics, skills-based promotion and employee retention. Also, how technology can... View Details

March 2022
Article

Where to Locate COVID-19 Mass Vaccination Facilities?

By: Dimitris Bertsimas, Vassilis Digalakis Jr, Alexander Jacquillat, Michael Lingzhi Li and Alessandro Previero

The outbreak of COVID-19 led to a record-breaking race to develop a vaccine. However, the limited vaccine capacity creates another massive challenge: how to distribute vaccines to mitigate the near-end impact of the pandemic? In the United States in particular, the new... View Details

Keywords: Vaccines; COVID-19; Health Care and Treatment; Health Pandemics; Performance Effectiveness; Analytics and Data Science; Mathematical Methods

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Web

Placement - Doctoral

Ryan Allen Technology & Operations Management, 2023 Placement: University of Washington, Foster School of Business Dissertation: Essays on Data-Driven Product Innovation in Organizations Advisors: Rory... View Details

25 Apr 2023
Op-Ed

How SHEIN and Temu Conquered Fast Fashion—and Forged a New Business Model

information technology to directly match consumer demand to dispersed production by a collection of factories in China. This method of reaching customers should inspire any business that provides products or services that come from many... View Details

Keywords: by John Deighton; Fashion; Retail; Consumer Products

Web

Accounting & Management - Faculty & Research

at Blank Corporation: Bridging Content and Commerce ." Harvard Business School Case 125-021, May 2025. Data-driven Technologies and Local Information Advantages in Small Business Lending By: Wilbur Chen,... View Details

January 2025
Supplement

Negotiating with Data: Analytics FC (B)

By: Jillian Jordan and Livia Alfonsi

Analytics FC was a UK-based sports consultancy that focused on international football (soccer), leveraging cutting-edge data-analytic techniques to support clubs, federations, and players. In 2022, Alex Greenwood, an elite female defender, approached the company for... View Details

Keywords: Negotiation Preparation; Gender; Analytics and Data Science; Reputation; Value Creation; Consulting Industry; Sports Industry; Europe; United Kingdom