Publications

09 Jan 2024
In Practice

Harnessing AI: What Businesses Need to Know in ChatGPT’s Second Year

accessible, differentiation becomes crucial. Businesses need to look beyond standard applications and “best practices” and develop unique, tailored AI models and applications to stand out from competitors and create exclusive value.... View Details

Keywords: by Rachel Layne; Information Technology

January 2020
Case

Ureed.com: The Marketplace for Language

By: Ashley V. Whillans, Esel Çekin and Alpana Thapar

Jordanian entrepreneur, Nour Al Hassan, founded Tarjama in 2008, tapping into an underserved and high demand need: Arabic translation service. Its lean model comprised of hiring full-time employees, mainly women, who worked from home. It steadily grew over the... View Details

Keywords: Language Translation; Freelancers; Entrepreneurship; Human Resources; Management; Expansion; Quality; Growth and Development Strategy

October 2021 (Revised January 2022)
Supplement

Michael Ku and Global Clinical Supply at Pfizer Inc.: Bringing Hope to Patients (C)

By: Linda A. Hill and Emily Tedards

This case is the third installment in a series about the 10-year cultural and digital transformation of Pfizer’s Global Clinical Supply organization. In 2011, Michael Ku became Pfizer’s Vice President of Global Clinical Supply (GCS) after the company had undergone... View Details

Keywords: Clinical Supply Chain; COVID-19; Vaccine; Agile; Innovation and Invention; Change Management; Organizational Culture; Transformation; Leadership; Corporate Strategy; Health Pandemics; Crisis Management; Mission and Purpose; Health Care and Treatment; Supply Chain Management; Digital Transformation

Program

Senior Executive Leadership Program—China

immerse themselves in the program. Alumni Status and Lifelong Learning Upon completing the Senior Executive Leadership Program—China, you will become a lifetime member of the HBS alumni community—gaining exclusive access to our vast... View Details

Research Summary

Business and Low Income Sectors: The Creation of Economic and Social Value

In the last three decades, innovative commercial solutions have emerged in developing nations focusing on providing effective responses to the hugely underserved needs of low-income populations, both as consumers as well as active participants in productive value... View Details

2019
Working Paper

Thinking Outside the Box (12): The Benefits of Increased Transparency in Employer-Sponsored Health Insurance for the 180 Million Insured

By: Regina E. Herzlinger and Barak D. Richman

Economists have long noted that the tax exclusion of employer-sponsored insurance (ESI) caused workers to purchase health plans that differ in price and other characteristics from those they would otherwise choose for themselves. We explore the short-term and long-term... View Details

Keywords: After-tax Income; Consumer-driven Health Care; Health Care Costs; Health Insurance; Income Inequality; Tax Policy; Health Care and Treatment; Cost; Insurance; Income; Equality and Inequality; Taxation; Policy; United States

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2008
Working Paper

The Future of Social Enterprise

By: V. Kasturi Rangan, Herman B. Leonard and Susan McDonald

The Future of Social Enterprise considers the confluence of forces that is shaping the field of social enterprise, changing the way that funders, practitioners, scholars, and organizations measure performance. We trace a growing pool of potential funding sources to... View Details

Keywords: Social Entrepreneurship; Investment; Philanthropy and Charitable Giving; Performance Effectiveness; Social Enterprise; Consolidation; Value

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07 Oct 2011
Working Paper Summaries

What Environmental Ratings Miss

Keywords: by Auden Schendler & Michael Toffel

June 2021
Article

Deals in the Time of Pandemic

By: Guhan Subramanian and Caley Petrucci

The COVID-19 pandemic has brought new attention to the period between signing and closing in M&A transactions. Transactional planners heavily negotiate the provisions that govern the behavior of the parties during this window, not only to allocate risk between the... View Details

Keywords: Takeovers; COVID-19; Material Adverse Effect; Mergers and Acquisitions; Health Pandemics

SSRN

Find at Harvard

June 2004 (Revised June 2006)
Case

Scientific-Atlanta, Inc.

By: Thomas R. Eisenmann

Scientific-Atlantia (S-A), a leading manufacturer of cable TV equipment, is confronting strategic challenges in mid-2004. For decades, cable operators have faced high switching costs that have locked them into exclusive supply relationships with either S-A or its... View Details

Keywords: Technological Innovation; Competition; Industry Structures; Television Entertainment; Duopoly and Oligopoly; Manufacturing Industry; Media and Broadcasting Industry

May 2025
Case

IQanat: Empowering Rural Youth in Kazakhstan

By: Boris Groysberg and Maxim Pike Harrell

In June 2025, IQanat CEO Aliya Salikova considered scaling opportunities for the foundation, which provided educational opportunities for children from rural regions of Kazakhstan. Established by Kazakhstani businessman and philanthropist Aidyn Rakhimbayev, IQanat... View Details

Keywords: Mission and Purpose; Organizational Change and Adaptation; Leadership; Social Enterprise; Social Entrepreneurship; Growth and Development Strategy; Growth Management; Rural Scope; Philanthropy and Charitable Giving; Equality and Inequality; Education Industry; Central Asia; Kazakhstan

Web

MBA Experience - Health Care

Harvard Business School Zoom Open to all HBS students Considering diving into the cutting-edge world of health-tech venture capital for either the summer or full-time? Join the HBS Health Care Initiative & CPD for an exclusive insider's... View Details

October–December 2022
Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius

Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details

Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction

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Register to Read

23 Sep 2015
HBS Seminar

Ohad Barzilay, Tel Aviv University

23 May 2017
First Look

First Look at New Ideas and Research: May 23, 2017

provider in any business grow without losing its exclusive reputation? That is the eternal business question.” Purchase this case: https://cb.hbsp.harvard.edu/cbmp/product/617033-PDF-ENG Harvard Business School Case 217-054 Arge... View Details

Keywords: Carmen Nobel

January 2025 (Revised April 2025)
Case

Duolingo: On a 'Streak'

By: Jeffrey F. Rayport, Nicole Tempest Keller and Nicole Luo

In December 2024, Severin Hacker, Co-Founder and Chief Technology Officer of Duolingo, reflected on the remarkable evolution of the language-learning app he helped launch in 2011. As the #1 most downloaded education app in the world, Duolingo had over 100 million... View Details

Keywords: Learning; AI and Machine Learning; Growth and Development Strategy; Motivation and Incentives; Diversification; Business Model; Market Entry and Exit; Technology Industry; Education Industry; United States

September 2023 (Revised September 2023)
Teaching Note

Roche: Innovation and Access to Healthcare

By: George Serafeim

Teaching Note for HBS Case No. 123-075. In May 2022, Roche Group, one of the largest healthcare companies in the world, hosted its first investor event focused exclusively on its efforts to impact access to healthcare. While Roche had recently set an ambitious goal to... View Details

Keywords: ESG; Access To Care; Healthcare; Healthcare Access; Innovation; Social Impact; Affordable; Health Care and Treatment; Innovation and Invention; Product Development; Resource Allocation; Corporate Social Responsibility and Impact; Health Industry