Publications

2011
Chapter

Regional Trade Integration and Multinational Firm Strategies

By: Pol Antras and C. Fritz Foley

This paper analyzes the effects of the formation of a regional trade agreement on the level and nature of multinational firm activity. We examine aggregate data that captures the response of U.S. multinational firms to the formation of the ASEAN free trade agreement.... View Details

Keywords: Forecasting and Prediction; Trade; Foreign Direct Investment; Multinational Firms and Management; Globalized Markets and Industries; Analytics and Data Science; Agreements and Arrangements; United States

23 Apr 2024
In Practice

Getting to Net Zero: The Climate Standards and Ecosystem the World Needs Now

With each month clocking record-breaking temperatures across the planet, this Earth Day reflected the renewed urgency of regulators and businesses to find climate-change solutions. The US Securities and Exchange Commission recently adopted new rules that will mandate... View Details

Keywords: by Rachel Layne

March 1996
Article

Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance

By: Stuart L. Hart and Gautam Ahuja

Evidence can be marshalled to support either the view that pollution abatement is a cost burden on firms and is detrimental to competitiveness, or that reducing emissions increases efficiency and saves money, giving firms a cost advantage. In an effort to resolve this... View Details

Keywords: Competitive Advantage; Performance Efficiency; Environmental Sustainability; Business Strategy

05 Dec 2011
Research & Ideas

It’s Alive! Business Scholars Turn to Experimental Research

experimental studies at major universities. "Those books are basically reviews of social science research papers," says Norton, a social scientist who has been teaching in the Marketing Unit since 2005. "It turned out that corporate... View Details

Keywords: by Carmen Nobel

29 Jan 2024
Research & Ideas

Do Disasters Rally Support for Climate Action? It's Complicated.

Environmental disasters like wildfires can ignite awareness of climate change and boost eco-friendly politicians’ careers. But do voters perceive a tradeoff between environmental policies and local economic growth? In Brazil, home to a majority of the Amazon tropical... View Details

Keywords: by Rachel Layne

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

October 2021 (Revised March 2022)
Supplement

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli and Fabrizio Fantini

PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details

October 2008
Article

Organizational Responses to Environmental Demands: Opening the Black Box

By: Magali Delmas and Michael W. Toffel

This paper combines new and old institutionalism to explain differences in organizational strategies. We propose that differences in the influence of corporate departments lead their facilities to prioritize different external pressures and thus adopt different... View Details

Keywords: Environmental Sustainability; Management Practices and Processes; Decisions; Adoption

May 2008
Article

Coerced Confessions: Self-Policing in the Shadow of the Regulator

By: Jodi L. Short and Michael W. Toffel

As part of a recent trend toward more cooperative relations between regulators and industry, novel government programs are encouraging firms to monitor their own regulatory compliance and voluntarily report their own violations. In this study, we examine how regulatory... View Details

Keywords: Governance Compliance; Law Enforcement; Corporate Disclosure; Governing Rules, Regulations, and Reforms; Environmental Sustainability; Programs; Power and Influence; Organizations; Decisions; Business and Government Relations; United States

15 Sep 2015
First Look

September 15, 2015

Operations Management Analytics for an Online Retailer: Demand Forecasting and Price Optimization By: Ferreira, Kris J., Bin Hong Alex Lee, and David Simchi-Levi Abstract—We present our work with an online retailer, Rue La La, as an example of how a retailer can use... View Details

Keywords: Sean Silverthorne

Research Summary

The Evolution of Corporate Structure, Internal Governance, and Leadership

My research documents the evolution of the internal governance of senior management in large US firms over a 20-year period and explores, via multiple methods, the causes and consequences of these changes. My findings suggest that... View Details

February 2024
Case

ReSpo.Vision: The Kickstart of an AI Sports Revolution

By: Paul A. Gompers, Elena Corsi and Nikolina Jonsson

This case study explores the growth journey of Polish computer vision sports start-up ReSpo.Vision in an emerging entrepreneurial ecosystem. By providing 3D data and analysis to soccer clubs, ReSpo.Vision achieved significant milestones with a €1 million seed round, an... View Details

Keywords: Business Startups; Business Plan; Experience and Expertise; Talent and Talent Management; Decisions; Decision Choices and Conditions; Forecasting and Prediction; Entrepreneurship; Venture Capital; AI and Machine Learning; Analytics and Data Science; Applications and Software; Business Strategy; Sports Industry; Technology Industry; Poland; Europe

Educators

2008
Working Paper

The Internalization of Advertising Services: An Inter-Industry Analysis

By: Sharon Horsky, Steven C. Michael and Alvin J. Silk

The common perception appears to be that vertical integration of advertising services is more the exception than the rule in the U.S. advertising industry. This study investigates the extent of such outsourcing and examines inter-industry variation in the use of... View Details

Keywords: Advertising; Cost; Analytics and Data Science; Management Analysis, Tools, and Techniques; Service Operations; Creativity; Perception; Vertical Integration; Information Technology; Advertising Industry; United States

23 May 2017
First Look

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

points. Pseudo-set framing changes gambling choices (Study 1), effort (Studies 2 and 3), giving behavior (Field Data and Study 4), and purchase decisions (Study 5). These effects persist in the absence of any reward, when a cost must be... View Details

Keywords: Carmen Nobel

21 Oct 2011
Working Paper Summaries

Market Interest in Nonfinancial Information

Keywords: by Robert G. Eccles, Michael P. Krzus & George Serafeim

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

Educators

28 Nov 2018
HBS Case

On Target: Rethinking the Retail Website

Professor Srikant M. Datar in a recent case study, Data Science at Target, co-written with research associate Caitlin N. Bowler. “Target had to make this big shift from thinking only about retailing to also... View Details

Keywords: by Dina Gerdeman; Retail

21 Mar 2018
Research & Ideas

Why Artificial Intelligence Isn't a Sure Thing to Increase Productivity

prior art, hunting for specific keywords to pull up past cases. The new machine learning tool automates this process, Choudhury says. “The document is fed into this tool, and then it spits out what it thinks would be the relevant documents for an examiner to look at.”... View Details

Keywords: by Michael Blanding; Technology; Information

July – August 2011
Article

Foundations of Organizational Trust: What Matters to Different Stakeholders?

By: Michael Pirson and Deepak Malhotra

Prior research on organizational trust has not rigorously examined the context specificity of trust nor distinguished between the potentially varying dimensions along which different stakeholders base their trust. As a result, dominant conceptualizations of... View Details

Keywords: Trust; Competency and Skills; Forecasting and Prediction; Ethics; Framework; Analytics and Data Science; Surveys; Organizations; Business and Stakeholder Relations; Identity; Perspective