Publications

Educators

Purchase

September 2004 (Revised December 2004)
Case

Metso Paper: Globalization of Finnish Metal Workshops

By: Lynda M. Applegate, Marikka Heikkila and Kalle Lyytinen

Metso Paper, the world's largest producer of paper machines, aims to transform itself into a knowledge- and information-based service and solution provider for the paper industry by aggressively exploiting information technologies. In the fall of 2002, Jorma Hujala, a... View Details

Keywords: Production; Customer Value and Value Chain; Information Technology; Corporate Strategy; Knowledge Management; Machinery and Machining; Expansion; Service Delivery; Manufacturing Industry; Pulp and Paper Industry; Finland

2021
Working Paper

Invisible Primes: Fintech Lending with Alternative Data

By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael

We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to... View Details

Keywords: Fintech Lending; Alternative Data; Machine Learning; Algorithm Bias; Finance; Information Technology; Financing and Loans; Analytics and Data Science; Credit

2022
Conference Presentation

Towards the Unification and Robustness of Post hoc Explanation Methods

By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju

As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details

Keywords: AI and Machine Learning

15 Feb 2013
Working Paper Summaries

Expectations of Returns and Expected Returns

Keywords: by Robin Greenwood & Andrei Shleifer; Financial Services

September–October 2016
Article

Growing New Corporate Businesses: From Initiation to Graduation

By: Sebastian Raisch and Michael Tushman

Large companies initiate many new businesses, but few of them reach scale. The ambidexterity literature describes how companies create exploratory businesses, but says little about how they subsequently scale these businesses. The strategy literature uses real option... View Details

Keywords: Ambidexterity; Comparative Case Study; Corporate Venturing; Exploration; Organization Design; Real Option Theory; Organizational Design; Corporate Strategy; Corporate Entrepreneurship

Research Summary

Ethics & Politics of Emerging Technologies

In this stream of research, my collaborators and I investigate the ethical, political, and social implications of computational technologies.

In this work, I often collaborate with academic colleagues in computer science by helping to... View Details

Keywords: Artificial Intelligence; Algorithms; Computational Social Science

July 2018
Article

Revisiting the Classical View of Benefit-Based Taxation

By: Matthew Weinzierl

This article incorporates into modern optimal tax theory the classical logic of benefit‐based taxation in which an individual's benefit from the activities of the state is tied to his or her income‐earning ability. First‐best optimal policy is characterized... View Details

Keywords: Taxation; Theory; Policy

17 Mar 2010
Working Paper Summaries

Conceptual Foundations of the Balanced Scorecard

Keywords: by Robert S. Kaplan

05 Jul 2023
Cold Call Podcast

How Unilever Is Preparing for the Future of Work

Keywords: Re: William R. Kerr; Retail; Consumer Products

2012
Working Paper

The Spatial Diffusion of Technology

By: Diego A. Comin, Mikhail Dmitriev and Esteban Rossi-Hansberg

We empirically study technology diffusion across countries and over time. We find significant evidence that technology diffuses slower to locations that are farther away from adoption leaders. This effect is stronger across rich countries and also when measuring... View Details

Keywords: Economic Growth; Knowledge Dissemination; Technology Adoption

September 2014
Article

Advancing Consumer Neuroscience

By: Ale Smidts, Ming Hsu, Alan G. Sanfey, Maarten A. S. Boksem, Richard B. Ebstein, Scott A. Huettel, Joe W. Kable, Uma R. Karmarkar, Shinobu Kitayama, Brian Knutson, Israel Liberzon, Terry Lohrenz, Mirre Stallen and Carolyn Yoon

In the first decade of consumer neuroscience, strong progress has been made in understanding how neuroscience can inform consumer decision making. Here, we sketch the development of this discipline and compare it to that of the adjacent field of neuroeconomics. We... View Details

Keywords: Consumer Neuroscience; Neuroeconomics; Social Neuroscience; Genes; Machine Learning; Meta-analysis; Consumer Behavior; Decision Making; Science

June 1991 (Revised April 1995)
Background Note

Mass Production and the Beginnings of Scientific Management

Examines the coming of mass production (continuous and large-batch processes and those involving fabricating and assembling of interchangeable parts), and relates the beginnings of modern factory management to the needs and opportunities created by the new technology.... View Details

Keywords: Technology; Change Management; Production; Manufacturing Industry; Industrial Products Industry

Educators

Purchase

06 Apr 2018
News

Trade War or a War of Words?

Article

Maimonides' Ladder: States of Mutual Knowledge and the Perception of Charitability

By: Julian De Freitas, Peter DiScioli, Kyle A. Thomas and Steven Pinker

Why do people esteem anonymous charitable giving? We connect normative theories of charitability (captured in Maimonides’ Ladder of Charity) with evolutionary theories of partner choice to test predictions on how attributions of charitability are affected by states of... View Details

Keywords: Charity; Reciprocity; Partner Choice; Common Knowledge; Philanthropy and Charitable Giving; Knowledge; Perception

03 Jun 2016
Working Paper Summaries

The Risk Anomaly Tradeoff of Leverage

Keywords: by Malcolm Baker, Mathias F. Hoeyer, and Jeffrey Wurgler

24 Sep 2018
HBS Seminar

Sharon Koppman, University of California, Irvine

November 2024
Case

AlphaGo (A): Birth of a New Intelligence

By: Shikhar Ghosh and Shweta Bagai

This case, the first of a three-part series, traces DeepMind's evolution from its 2010 founding through its acquisition by Google in 2014. Often referred to as the "Apollo project" of artificial intelligence, DeepMind used games as a testing ground to develop AI... View Details

Keywords: AI and Machine Learning; Game Theory; Technology Adoption; South Korea; China; United States

Educators

2014
Working Paper

The NTU-Value of Stochastic Games

By: Elon Kohlberg and Abraham Neyman

Since the seminal paper of Shapley, the theory of stochastic games has been developed in many different directions. However, there has been practically no work on the interplay between stochastic games and cooperative game theory. Our purpose here is to make a first... View Details

Keywords: Strategy; Game Theory