Publications

2020
Working Paper

Machine Learning for Pattern Discovery in Management Research

Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used as an observation for further inductive or abductive research, but should not be treated as the result of a... View Details

Keywords: Machine Learning; Theory Building; Induction; Decision Trees; Random Forests; K-nearest Neighbors; Neural Network; P-hacking; Analytics and Data Science; Analysis

SSRN

March 1994 (Revised May 1994)
Case

Lisa Benton (A)

By: Linda A. Hill

Lisa Benton is in her fourth month as an assistant product manager at Houseworld, a leading consumer products company. She has been on the job since graduating from the Harvard Business School, and she has been frustrated from the start by a lack of responsibility, by... View Details

Keywords: Problems and Challenges; Jobs and Positions; Power and Influence; Relationships; Consumer Products Industry

January 2021 (Revised May 2021)
Case

Amazon Shopper Panel: Paying Customers for Their Data

By: Eva Ascarza and Ayelet Israeli

This case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to explore issues in customers’ privacy in the digital age, the value of customers’ own... View Details

24 May 2004
Research & Ideas

The Watsons: IBM’s Troubled Legacy

The world's fair in New York City at the end of the depression decade was a big deal. Planning began in 1935. The fairgrounds covered 1,216.5 acres in what had been a garbage dump in Queens. By opening day, April 30, 1939, the moonscape that had been Flushing Meadows... View Details

Keywords: by Richard S. Tedlow

21 Nov 2005
Research & Ideas

Making Credibility Your Strongest Asset

power of his idea. But Rovell knew that T.V. and newspaper sports departments are flooded with resumes and demo tapes from thousands of wannabe reporters. To ensure that his material wouldn't be lost in the shuffle, he mailed it in the... View Details

Keywords: by Michael Wheeler

April 2024
Teaching Note

'The Wheels on the Bus' Go Electric: Highland Electric Fleets and Partners

By: Rosabeth Moss Kanter and Jacob A. Small

Teaching Note for HBS Case No. 324-107. Founder Duncan McIntyre developed an innovative service-based business to electrify transportation fleets for school districts and scale through public-private partnerships while contributing to climate change solutions. The case... View Details

Keywords: Climate Change; Leadership; Growth Management; Supply Chain; Business and Stakeholder Relations; Innovation Leadership; Transportation Industry; United States; Canada

March 2024 (Revised April 2024)
Case

“The Wheels on the Bus” Go Electric: Highland Electric Fleets and Partners

By: Rosabeth M. Kanter and Jacob A. Small

Founder Duncan McIntyre developed an innovative service-based business to electrify transportation fleets for school districts and scale through public-private partnerships while contributing to climate change solutions. The case covers the rationale for electric... View Details

Keywords: Climate Change; Leadership; Growth Management; Supply Chain; Business and Stakeholder Relations; Innovation Leadership; Transportation Industry; United States; Canada

11 Feb 2002
Research & Ideas

Secrets of the Successful Businesswoman

magazine's fifty most powerful women in corporate America for the past two years, smiled and nodded knowingly. "Treat the appointment with your family like you would treat the appointment with your CEO," she counseled. "Put... View Details

Keywords: by Martha Lagace

17 Jan 2011
Research & Ideas

Being the Boss

future—that managing isn't all about today, it's also about managing your team for tomorrow. Q: You include a chapter called "Don't Forget Your Boss." Managers often fail to realize their role in their relationships with their... View Details

Keywords: by Carmen Nobel

10 Mar 2002
Research & Ideas

Breakthrough Negotiation: Don’t Leave It On the Table

structure of the game can have a powerful impact on outcomes. Principle 2: Breakthrough Negotiators Organize To Learn Skilled negotiators learn by doing the necessary preparation to negotiate: They diagnose the essential features of the... View Details

Keywords: by Michael Watkins

07 Nov 2023
Cold Call Podcast

How Should Meta Be Governed for the Good of Society?

Keywords: Re: Jesse M. Shapiro; Technology; Communications

10 Jan 2005
Research & Ideas

Motivation and the Cross-Sector Alliance

relationships to attain the desired outcome. Of comparable importance is an understanding of why the other partner wishes to engage in the collaboration so that the participant can be responsive to those goals and needs. In thinking about... View Details

Keywords: by James Austin, Ezequiel Reficco & SEKN research team

30 Apr 2001
Research & Ideas

Entering the Age of Alliances

The twenty-first century will be the age of alliances. In this age, collaboration between nonprofit organizations and corporations will grow in frequency and strategic importance. Collaborative relationships will increasingly migrate from... View Details

Keywords: by James Austin

January 2021
Article

Machine Learning for Pattern Discovery in Management Research

By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres

Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details

Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning

Find at Harvard

Read Now

19 Mar 2019
First Look

New Research and Ideas, March 19, 2019

influence strategies that backfire. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55881 in press Journal of the Association for Consumer Research Rituals and Nuptials: The Emotional and Relational Consequences of View Details

Keywords: Dina Gerdeman

10 Oct 2000
Research & Ideas

Cross-Sector Collaboration: Lessons from the International Trachoma Initiative

relationships that are more intense and involve joint value creation. "The shift," they continue, "represents an opportunity to magnify the social value and the benefits to the partners, but carries with it greater... View Details

Keywords: by Diana Barrett, James Austin & Sheila McCarthy

19 Apr 2011
First Look

First Look: April 19

generates these benefits. Using the empirical context of cardiovascular care within hospitals, we first examine the relationship between a hospital's level of specialization in cardiovascular care and the quality of its clinical... View Details

Keywords: Sean Silverthorne

February 2015 (Revised March 2016)
Case

China Shenhua Energy Company

By: Forest L. Reinhardt, G. A. Donovan and Keith Chi-ho Wong

A leading Chinese energy firm, active in coal mining and electric power generation, analyzes coal-to-liquids technology in light of energy security and environmental concerns. View Details

Keywords: Environment; China; CO2; Coal Mining; Electricity; Sustainability; Energy; Strategy; Business and Government Relations; Energy Generation; Energy Sources; Environmental Sustainability; Energy Industry; Utilities Industry; China; Asia