Publications

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11 Nov 2014
First Look

First Look: November 11

2014 Harvard Business Review Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business By: Iansiti, Marco, and Karim R. Lakhani Abstract—When Google bought Nest, a maker of digital thermostats, for $3.2 billion... View Details

Keywords: Sean Silverthorne

2023
Working Paper

Dynamic Pricing, Intertemporal Spillovers, and Efficiency

By: Alexander J. MacKay, Dennis Svartbäck and Anders G. Ekholm

Pricing technology that allows firms to rapidly adjust prices has two potential benefits. Time-varying prices can respond to high-frequency demand shocks to generate greater revenues, and they can also be used to smooth out demand to reduce costs. Using data... View Details

Keywords: Price; Consumer Behavior; Applications and Software; Volatility

SSRN

Article

Assent-maximizing Social Choice

By: Katherine A. Baldiga and Jerry R. Green

We take a decision theoretic approach to the classic social choice problem, using data on the frequency of choice problems to compute social choice functions. We define a family of social choice rules that depend on the population's preferences and on the probability... View Details

Keywords: Decision Choices and Conditions; Theory; Measurement and Metrics; Mathematical Methods; Society

2011
Other Unpublished Work

Functional Centralization and the Division of Labor in Management

By: Julie Wulf, Maria Guadalupe and Hongyi Li

This paper shows that the trend towards flatter hierarchies in large US firms since the mid-80's has been accompanied by increased centralization of activities at the top of the organization. In particular, the number of functional managers (e.g., Chief Financial... View Details

Keywords: Executive Compensation; Management Teams; Organizational Structure; Business Strategy; Diversification; Information Technology; United States

31 Mar 2014
Research & Ideas

Encouraging Niche Content in an Ad-Driven World

eyeballs affect the quality and subject matter of online content? Bloggers Analyzed For their study, the pair drew on a data set from a leading Chinese media website that offers a range of services, including blogging. In September 2007,... View Details

Keywords: by Julia Hanna; Information; Publishing; Journalism & News

26 Mar 2024
Research & Ideas

How Humans Outshine AI in Adapting to Change

continuously understand where they are in the world and what problem they are solving in response to changing circumstances far better than current AI does.” “The current way to achieve this feat with AI is to throw a lot of data at it... View Details

Keywords: by Rachel Layne; Technology; Information Technology

03 Jan 2017
First Look

January 3, 2017

Winter 2017 MIT Sloan Management Review Why Big Data Isn't Enough By: Chai, Sen, and Willy C. Shih Abstract—There is a growing belief that sophisticated algorithms can explore huge databases and find relationships independent of any... View Details

Keywords: Carmen Nobel

26 Mar 2012
Research & Ideas

What Neuroscience Tells Us About Consumer Desire

brain data to play a key role in future research on consumer choice. (In a recent HBS industry background note on neuromarketing, she discusses the techniques that have helped researchers decode secrets such as why people love... View Details

Keywords: by Carmen Nobel; Consumer Products

August 2008
Article

Economic Links and Predictable Returns

By: Lauren Cohen and Andrea Frazzini

This paper finds evidence of return predictability across economically linked firms. We test the hypothesis that in the presence of investors subject to attention constraints, stock prices do not promptly incorporate news about economically related firms, generating... View Details

Keywords: Economics; Price; Assets; Analytics and Data Science; Customers; Stocks; Equity; Strategy; Investment Return; Forecasting and Prediction

24 Jan 2024
Op-Ed

Why Boeing’s Problems with the 737 MAX Began More Than 25 Years Ago

of retirement to replace Condit. Stonecipher, a General Electric (GE) alum, immediately set out to change Boeing’s culture, proclaiming, “When people say I changed the culture of Boeing, that was the intent, so that it is run like a... View Details

Keywords: by Bill George; Air Transportation; Transportation; Aerospace

2023
Article

On the Impact of Actionable Explanations on Social Segregation

By: Ruijiang Gao and Himabindu Lakkaraju

As predictive models seep into several real-world applications, it has become critical to ensure that individuals who are negatively impacted by the outcomes of these models are provided with a means for recourse. To this end, there has been a growing body of research... View Details

Keywords: Forecasting and Prediction; AI and Machine Learning; Outcome or Result

March 1998
Article

An Assessment of the Performance of Indian State-Owned Enterprises

By: Gautam Ahuja and Sumit K. Majumdar

We examine the determinants of performance of 68 Indian state-owned enterprises in the manufacturing sector for a five-year period: 1987 to 1991. Relative performance is determined using data envelopment analysis, with variations in performance patterns subsequently... View Details

Keywords: State-owned Enterprises; Economic Reform; Efficiency Analysis; Performance Efficiency; Privatization; Microeconomics; State Ownership; Manufacturing Industry; India

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2014
Book

Reinventing State Capitalism: Leviathan in Business, Brazil and Beyond

By: Aldo Musacchio and Sergio G. Lazzarini

In this book we describe the transformation of state capitalism from a model in which governments owned and ran corporations and broadly controlled the allocation of financial resources into two new varieties of state capitalism: Leviathan as a majority and as a... View Details

2011
Working Paper

What Do Development Banks Do? Evidence from Brazil, 2002-2009

By: Sergio G. Lazzarini, Aldo Musacchio, Rodrigo Bandeira-de-Mello and Rosilene Marcon

While some authors view development banks as an important tool to alleviate capital constraints in scarce credit markets and unlock productive investments, others see those banks as conduits of cheap loans to politically connected firms that could obtain capital... View Details

Keywords: Cost of Capital; Credit; Equity; Banks and Banking; Financing and Loans; Investment; Government and Politics; Data and Data Sets; Resource Allocation; Markets; Performance; Banking Industry; Brazil

2024
Working Paper

Capital Market Integration and Growth across the United States

By: Leonardo D'Amico and Maxim Alekseev

What drives the integration of national financial markets and what are its consequences for regional growth? We digitize and collect US state-level banking data from 1953 to 1983 and document a tight link between high nominal short rates and financial integration,... View Details

Keywords: Interest Rates; Financial Markets; Economic Growth; Banks and Banking; Analytics and Data Science

18 Feb 2013
Research & Ideas

Breaking Through a Growth Stall

incorporating that knowledge into decision-making, and clarifying the possible responses. It has four generic steps that I'll outline here but direct the reader to the article for the methodology and a detailed example: Assemble and... View Details

Keywords: by Sean Silverthorne

02 Sep 2014
First Look

First Look: September 2

http://www.hbs.edu/faculty/Publication%20Files/SSRN%20-%20Org%20Sci%20Rewrite%20for%20ssrn_b75b2c22-40f6-430f-be8f-9797e71fe2ea.pdf September 2014 Journal of Economic Perspectives Management Practices, Relational Contracts and the Decline of View Details

Keywords: Sean Silverthorne

March–April 2025
Article

Getting Value from Digital Technologies

By: Frank Cespedes and Georg Krentzel

Companies need digital technologies in an omni-channel buying world where online and in-person interactions are complements, not either/or substitutes. Multi-channel hybrid sales solutions are required, but what are the key requirements for using the available... View Details

Keywords: Sales; Technology Adoption; Competitive Advantage

January 2010
Journal Article

A Choice Prediction Competition: Choices from Experience and from Description

By: Ido Erev, Eyal Ert, Alvin E. Roth, Ernan E. Haruvy, Stefan Herzog, Robin Hau, Ralph Hertwig, Terrence Steward, Robert West and Christian Lebiere

Erev, Ert, and Roth organized three choice prediction competitions focused on three related choice tasks: one-shot decisions from description (decisions under risk), one-shot decisions from experience, and repeated decisions from experience. Each competition was based... View Details

Keywords: Experience and Expertise; Decision Choices and Conditions; Forecasting and Prediction; Mathematical Methods; Risk and Uncertainty; Competition