Machine Learning Models - Publications - Faculty & Research

Teaching Interest

Applied Business Analytics

Course Overview:

Business Analytics has become a core function in many firms today and is driving innovation in the form of new business and operating models. Data-driven decision-making requires understanding of statistics, computer... View Details

July 2020 (Revised January 2021)
Case

Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A) (Abridged)

By: Linda A. Hill and Emily Tedards

In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation—a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details

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June 2024
Teaching Note

Numenta in 2020: The Future of AI

By: David B. Yoffie

In 2020, Numenta’s co-founder, Jeff Hawkins, completed his pathbreaking research on artificial intelligence. His co-founder and CEO, Donna Dubinsky, had to find a business model to monetize the technology. This teaching note explores the challenges of building a... View Details

Keywords: Artificial Intelligence; Monetization; Strategy; Intellectual Property; AI and Machine Learning; Business Model; Entrepreneurship; Technology Industry

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2024
Working Paper

Igniting Innovation: Evidence from PyTorch on Technology Control in Open Collaboration

By: Daniel Yue and Frank Nagle

Many companies offer free access to their technology to encourage outside addon innovation, hoping to later profit by raising prices or harnessing the power of the crowd while continuing to steer the direction of innovation. They can achieve this balance by opening... View Details

Keywords: Technological Innovation; Power and Influence; Collaborative Innovation and Invention; Corporate Governance

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An emerging form of remote work allows employees to work‐from‐anywhere, so that the worker can choose to live in a preferred geographic location. While traditional work‐from‐home (WFH) programs offer the worker temporal flexibility,... View Details

08 Mar 2011
First Look

First Look: March 8

PublicationsConcentrating on Governance Authors:Dalida Kadyrzhanova, and Matthew Rhodes-Kropf Publication:Journal of Finance (forthcoming) Abstract This paper develops a novel trade-off view of corporate governance. Using a simple model... View Details

Keywords: Sean Silverthorne

May–June 2015
Article

Back to the Future: Implications for the Field of HRM of the Multi-stakeholder Perspective Proposed 30 Years Ago

By: Michael Beer, Paul Boselie and Chris Brewster

Thirty years on from the seminal work Managing Human Assets (MHA) by Beer et al., we examine how the subject has developed. We offer a normative review, based on that model, and we critique the assumption that the business of HRM is solely to improve returns to owners... View Details

Keywords: Management; Human Resources

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26 Feb 2020
News

Are the Houston Astros irredeemable cheaters? Or are they all of us?

20 Nov 2012
First Look

First Look: November 20

advertising agency services and the slow pace of change over several decades. We model an agency's decision as a tradeoff between the fixed cost to the advertiser of establishing a relationship with an agency and pecuniary economies of... View Details

Keywords: Sean Silverthorne

14 May 2013
Blog Post

“What does it take for us to support our beliefs?” – Johnny Bowman

Before HBS I helped run digital campaigns for a labor union, the Green Bay Packers, and Lady Gaga’s non-profit at Blue State Digital. Blue State Digital made its name helping design Barack Obama’s 2008 and 2012 digital campaigns, and in the course of my time there I... View Details

Keywords: Technology

Frances X. Frei

Frances Frei is a Professor of Technology and Operations Management at Harvard Business School. Her research investigates how leaders accelerate performance and design for excellence in leadership, strategy, and operations. She regularly advises senior executives... View Details

Keywords: airline; banking; fast food; financial services; health care; hotels ＆ motels; management consulting; media; nonprofit industry; professional services; retail financial services; service industry; sports; telecommunications; tourism; travel

June 2024
Article

Oral History and Business History in Emerging Markets

By: Geoffrey Jones

This article describes the motivation, structure and use of the Creating Emerging Markets (CEM) oral history-based project at the Harvard Business School. The project consists of lengthy interviews with business leaders from emerging markets. By June 2024 183... View Details

Keywords: Emerging Economies; Oral History; Emerging Markets; Business History; Research

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2012
Article

The Excess Burden of Government Indecision

By: Francisco J. Gomes, Laurence J. Kotlikoff and Luis M. Viceira

Governments are known for procrastinating when it comes to resolving painful policy problems. Whatever the political motives for waiting to decide, procrastination distorts economic decisions relative to what would arise with early policy resolution. In so doing, it... View Details

Keywords: Saving; Risk and Uncertainty; Investment Portfolio; Decision Choices and Conditions; Retirement; Policy; Government and Politics

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An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those... View Details

October 2015 (Revised August 2019)
Background Note

Higher Education in China: Internationalization in Turbulent Times

By: William C. Kirby, Joycelyn W. Eby and Yuanzhuo Wang

The rapid growth in quantity and quality of universities in China since 1978 is the most recent evolution in a long history of higher education. From as early as the Tang Dynasty, academies existed to prepare scholars for the civil service examination, but by the... View Details

Keywords: Non-profit Management; University Administration; University Faculty; University Curriculum; Education Reform; Nonprofit Organizations; Management; Higher Education; History; Governance; Education Industry; China

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23 Apr 2012
Research & Ideas

How to Brand a Next-Generation Product

participants learned that the next-generation model followed that pattern, the FS-E50, others were told that the new model had a new name: the Spectra. As expected,... View Details

Keywords: by Carmen Nobel

2020
Working Paper

Design in the Age of Artificial Intelligence

By: Roberto Verganti, Luca Vendraminelli and Marco Iansiti

Artificial Intelligence (AI) is affecting the scenario in which innovation takes place. What are the implications for our understanding of design? Is AI just another digital technology that, akin to many others, will not significantly question what we know about... View Details

Keywords: Artificial Intelligence; Design Thinking; Technological Innovation; Design; Change; Theory; AI and Machine Learning

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Article

Changes in Negative Reciprocity as a Function of Age

By: Yoella Bereby-Meyer and Shelly Fiks

Standard economic models assume people exclusively pursue material self-interests in social interactions. However, people exhibit social preferences; that is, they base their choices partly on the outcomes others obtained in a social interaction. People care about... View Details

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Program

Advanced Management Program

to a global group of peers and build your network. Learning and Living at HBS When you participate in an Executive Education program on the HBS campus, you enter an immersive experience where every aspect of the View Details

March 2009 (Revised May 2011)
Case

Risk Management at Wellfleet Bank: Deciding about "Megadeals"

By: Anette Mikes

Inspired by one of the few banks that successfully weathered the 2007-2009 credit crisis, the case illustrates risk management in a corporate finance business. Chief executive Alastair Dowes has to decide if the risk governance process is adequate to uncover mega-risks... View Details