Publications - Faculty & Research - Harvard Business School

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2024
Working Paper

Anytime-Valid Inference in Linear Models and Regression-Adjusted Causal Inference

By: Michael Lindon, Dae Woong Ham, Martin Tingley and Iavor I. Bojinov

Linear regression adjustment is commonly used to analyze randomized controlled experiments due to its efficiency and robustness against model misspecification. Current testing and interval estimation procedures leverage the asymptotic distribution of such estimators to... View Details

Keywords: Mathematical Methods; Analytics and Data Science

2024
Working Paper

Design of Panel Experiments with Spatial and Temporal Interference

By: Tu Ni, Iavor Bojinov and Jinglong Zhao

One of the main practical challenges companies face when running experiments (or A/B tests) over a panel is interference, the setting where one experimental unit's treatment assignment at one time period impacts another's outcomes, possibly at the following time... View Details

Keywords: Research

2023
Working Paper

Design-Based Inference for Multi-arm Bandits

By: Dae Woong Ham, Iavor I. Bojinov, Michael Lindon and Martin Tingley

Multi-arm bandits are gaining popularity as they enable real-world sequential decision-making across application areas, including clinical trials, recommender systems, and online decision-making. Consequently, there is an increased desire to use the available... View Details

Keywords: Analytics and Data Science; Mathematical Methods

March 2024
Teaching Note

Engaging the Nationwide Workforce

By: Ethan Bernstein and Jeff Steiner

Teaching Note for HBS Case No. 420-036. View Details

March 2024
Supplement

Engaging the Nationwide Workforce: What Nationwide Did and Its Impact

By: Ethan Bernstein

Supplement to HBS Case No. 420-036. View Details

March 2024
Module Note

Module Note on the Structuring of Collaborative Work

By: Ethan Bernstein

This module note for instructors describes the organizational structure module of the Managing Human Capital course that integrates insights from research on workplace connectivity (who gets to communicate with whom) and workplace transparency (who gets to observe... View Details

Keywords: Human Resources; Management; Organizational Design; Organizational Structure; Human Capital

2021
Working Paper

Quantifying the Value of Iterative Experimentation

By: Iavor I Bojinov and Jialiang Mao

Over the past decade, most technology companies and a growing number of conventional firms have adopted online experimentation (or A/B testing) into their product development process. Initially, A/B testing was deployed as a static procedure in which an experiment was... View Details

Keywords: Product Development; Value Creation; Research

March 2024
Case

East Rock Capital: 'Talent Is the Best Asset Class'

By: Boris Groysberg, Sarah L. Abbott and Izzy Yeoh

Adam Shapiro and Graham Duncan launched East Rock Capital, LLC in 2006 with a seed investment from Stuart Miller, executive chairman of Lennar Corporation. East Rock managed long-term assets for high-net-worth families, primarily working with external managers who had... View Details

Keywords: Alternative Assets; Hiring; HNW Products And Services; Recruiting; Hedge Funds; Wealth Management; Asset Management; Private Equity; Financial Institutions; Marketing Strategy; Growth and Development Strategy; Competitive Advantage; Financial Services Industry; United States

March 2024 (Revised May 2025)
Case

Governing OpenAI (A)

By: Lynn S. Paine, Suraj Srinivasan and Will Hurwitz

In late November 2023, OpenAI’s new board of directors took stock of the situation. The company, which sought to develop artificial general intelligence (AGI)—computer systems with capabilities exceeding human abilities—was looking to regain its footing after a chaotic... View Details

March 2024
Teaching Note

Loris

By: Shunyuan Zhang and Das Narayandas

Teaching Note for HBS Case No. 524-010. View Details

March 2024 (Revised March 2025)
Case

Pakistan at 75: When Will the 'Nazuk Mor' End?

By: Meg Rithmire, Salaar A. Shaikh and Hong Zhang

Keywords: Pakistan

March 2024
Teaching Note

Post-Wirecard: BaFin under Mark Branson

By: Jonas Heese

Teaching Note for HBS Case No. 124-078. View Details

March 2024
Supplement

Toby Norman: Is Passion Enough for Simprints to Thrive? Decision: Mexico Deal vs. Open Source

By: Jon M. Jachimowicz

March 2024
Supplement

Toby Norman: Is Passion Enough for Simprints to Thrive? Managing for Passion in Organizations

By: Jon M. Jachimowicz

March 2024
Supplement

Toby Norman: Is Passion Enough for Simprints to Thrive? Managing for Passion in Yourself

By: Jon M. Jachimowicz

March 2024
Case

Unintended Consequences of Algorithmic Personalization

By: Eva Ascarza and Ayelet Israeli

“Unintended Consequences of Algorithmic Personalization” (HBS No. 524-052) investigates algorithmic bias in marketing through four case studies featuring Apple, Uber, Facebook, and Amazon. Each study presents scenarios where these companies faced public criticism for... View Details

Keywords: Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Customization and Personalization; Technology Industry; Retail Industry; United States

March 2024 (Revised February 2025)
Case

Doing Business in Buenos Aires, Argentina

By: Joseph B. Fuller, Alan D. MacCormack, Nori Gerardo Lietz, Leonard A. Schlesinger, Karina Souza and Zeke Gillman

This case examines the challenges and opportunities of doing business in Argentina. It highlights Argentina's economic and political transformation in the decades leading up to 2024. The case gives an overview of some of the main obstacles faced by businesses operating... View Details

Keywords: Business History; Business and Government Relations; Corporate Strategy; Transformation; Economy; Air Transportation; Air Transportation Industry; Transportation Industry; Argentina; Latin America; Buenos Aires

March 2024 (Revised February 2025)
Case

Doing Business in São Paulo, Brazil

By: Laura Alfaro, Hise O. Gibson, Leonard A. Schlesinger and Pedro Levindo

The case gives readers an overview of key factors of doing business in Brazil, including Brazil’s economic transformation since its colonial years until 2023, when leftist President Luiz Inácio Lula da Silva was sworn in for his third term, after the most polarized... View Details

Keywords: Business Cycles; Developing Countries and Economies; Economic Growth; Economic Sectors; Economy; Macroeconomics; Business History; International Relations; Political Elections; Taxation; Consumer Behavior; Brazil; Latin America; Sao Paulo

March 2024
Supplement

Experimentation at Yelp

By: Iavor Bojinov

March 2024
Teaching Note

Experimentation at Yelp

By: Iavor Bojinov and Jessie Li

Teaching Note for HBS Case No. 621-064. View Details

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