Interpretable Machine Learning - Publications - Faculty & Research

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Negotiation, Organizations & Markets - Faculty & Research

computational models that are both interpretable and broadly applicable. Citation Read Now Purchase Related LaFollette, Kyle J., Janni Yuval, Roey Schurr, David Melnikoff, and Amit Goldenberg. "Data-driven Equation Discovery Reveals... View Details

31 Jan 2022
Research & Ideas

Where Can Digital Transformation Take You? Insights from 1,700 Leaders

available doesn’t guarantee that teams will use it. Can employees access data easily? Is it integrated into employees’ workflows and processes? Do employees—regardless of seniority, experience, or age—know how to interpret the data? While... View Details

Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards

29 Oct 2008
Research & Ideas

The Next Marketing Challenge: Selling to ’Simplifiers’

sales depend on two things: the launch of new, higher-priced, higher-featured, often customized products that persuade consumers to trade in their existing appliances before they break down (think cellphones), as well as household penetration of products such as fax... View Details

Keywords: by John Quelch; Retail; Consumer Products; Entertainment & Recreation

07 Jul 2022
HBS Case

How a Multimillion-Dollar Ice Cream Startup Melted Down (and Bounced Back)

heights of dealing with Disney, to all the troubles that befell us years later, and ultimately to the bankruptcy. It comes from chasing that star and flying too close to the sun,” recalled Smith. A machine parts company from Oregon... View Details

Keywords: by Pamela Reynolds

July 2021
Article

Big Data for Social Benefits: Innovation as a Mediator of the Relationship between Big Data and Corporate Social Performance

By: Goran Calic and Maryam Ghasemaghaei

Over the last decade, the use big data in firms has seen a rapid increase. Whilst scholars have begun to unpack the relationship between big data utilisation and financial performance, significant uncertainty exists about the ethical uses of this new asset. Whether... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Performance Improvement; Organizational Change and Adaptation

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Technology & Innovation - Faculty & Research

Zuckerberg’s approach likely to be successful? What were the risks? Keywords: AI ; Artificial Intelligence ; Machine Learning ; Talent Acquisition ; Hiring ; Technology ; Metaverse ; Competition ;... View Details

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Finance - Faculty & Research

Mobile and Wireless Technology ; AI and Machine Learning ; Analytics and Data Science ; Credit ; Borrowing and Debt ; Well-being ; Banking Industry ; Kenya Citation Read Now Related Chen, AJ, Omri Even-Tov,... View Details

15 Feb 2022
Book

When Working Harder Doesn’t Work, Time to Reinvent Your Career

to others. They also get better at interpreting the ideas that others have— sometimes even to the people who came up with them. These abilities that appear later in life favor some specific professions. For example, theoretical... View Details

Keywords: by Avery Forman

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Online Business Analytics Course | HBS Online

interpreting a multiple variable regression analysis using Excel Apply multiple regression analysis to a staffing challenge faced by a hotel Expand the range of your analysis by using dummy and lagged variables Free E-Book Advance Your... View Details

September 2020
Case

True North: Pioneering Analytics, Algorithms and Artificial Intelligence

By: Karim R. Lakhani, Kairavi Dey and Hannah Mayer

True North was a private equity fund that specialized in the growth and buyout of mid-market, India-centric companies. The leadership team initially believed that technology was not core to traditional businesses and steered clear of new age technology-oriented... View Details

Keywords: Artificial Intelligence; Information Technology; Management; Operations; Organizations; Leadership; Innovation and Invention; Business Model; AI and Machine Learning; Computer Industry; Technology Industry

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Behavioral Finance & Financial Stability

Andrei Shleifer SEP 2021 The financial crisis of 2007–2008 has revived academic interest in price bubbles. The authors introduce diagnostic expectations into a standard setting of price formation in which investors learn about the... View Details

Portrait Project

Vi Mai

to the States when I was nine. I learned English by watching TV, reading grocery catalogs, and interpreting for my parents at doctor visits. As I grew older, I came to realize that the problem was not my... View Details

Research Summary

Overview

By: Kris Johnson Ferreira

Professor Ferreira's research primarily focuses on how retailers can use algorithms to make better revenue management decisions, including pricing, product display, and assortment planning. In the retail industry, anticipating consumer demand is arguably one of the... View Details

Keywords: E-commerce; Analytics; Revenue Management; Pricing; Assortment Planning; Field Experiments; Operations; Supply Chain; Supply Chain Management; Retail Industry

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General Management - Faculty & Research

in the new dataset, we find that the size of these costs is large, thus substantially reducing the welfare-enhancing effects of capital controls compared with the frictionless Ramsey benchmark. We conclude with a discussion of the structural View Details

05 Dec 2023
Research & Ideas

Are Virtual Tours Still Worth It in Real Estate? Evidence from 75,000 Home Sales

remains white-hot despite high interest rates. “Maybe it doesn't help you to get a 5 percent sales price rise by using visual tools—but it might help sellers in many other ways,” Troncoso says. Virtual reality for house hunting To parse selling behavior, the... View Details

Keywords: by Rachel Layne; Real Estate

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Entrepreneurship - Faculty & Research

they doing enough? Keywords: Artificial Intelligence ; Technology And Innovation Management ; Start-ups ; Entrepreneur ; Managing Growth ; Hiring ; Generative Ai ; Data Labeling ; Scale ; AI and Machine View Details

Profile

Mark Giragosian

College and Northwestern University, including internships in consulting and investment banking. Upon retiring from the Joffrey, Mark worked at Morgan Stanley. “I wanted to have another career, not just another job. I looked for opportunities to View Details

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Online Business Courses & Certifications | HBS Online

Business Essentials Interpret data to inform business decisions, explore the economic foundations of strategy, and discover what’s behind the numbers in financial statements. Explore Subject 3 Courses Credential of Readiness (CORe)... View Details

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Leadership Initiative - Leadership

Review Press 2014), co-founder of Paradox Strategies, and co-creator of the Innovation Quotient, re:Route, and re:Mind. Hill co-founded InnovationForce, a SaaS company using AI and machine learning to... View Details

28 Feb 2007
Research & Ideas

Capital Rules: The Tensions of Global Finance

the exceptions that scholars and policymakers had historically reserved from their embrace of open capital markets were ruled out of bounds. The norm of capital mobility was to be universal and unqualified. Deviation was a powerful signal of heterodoxy, and the markets... View Details

Keywords: by Rawi Abdelal

Publications