Discrete/continuous Choice Model - Publications - Faculty & Research - Harvard Business School

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October 2019 (Revised January 2020)
Case

Dulcie Madden (A)—Growth or Exit?

By: Shikhar Ghosh, Christopher Payton and Shweta Bagai

This is part of a three-case series that follows Dulcie Madden's journey as a founder over five years. Case (A) is about managing growth and cash flow; Case (B) is about the exit decision and conditions on a sale; Case (C) shows Madden dealing with adversity and the... View Details

2023
Article

Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse

By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju

As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely impacted (e.g., loan denied) by the predictions of these models are provided with a means... View Details

Keywords: AI and Machine Learning; Decision Choices and Conditions; Mathematical Methods

2022
Working Paper

Stories, Statistics and Memory

By: Thomas Graeber, Christopher Roth and Florian Zimmermann

For most decisions, we rely on information encountered over the course of days, months or years. We consume this information in various forms, including abstract summaries of multiple data points – statistics – and contextualized anecdotes about individual instances... View Details

Keywords: Decision Choices and Conditions; Information Types; Media; Cognition and Thinking

March 2025 (Revised April 2025)
Case

Perplexity: Redefining Search

By: Suraj Srinivasan, Michelle Hu, Sriraghav Srinivasan and Radhika Kak

By early 2025, Perplexity had rapidly evolved from a modest startup into a popular "answer engine" valued at $9 billion. The company had boldly positioned itself as the disruptor to Google aiming to redefine search for the AI age. Through novel AI... View Details

Keywords: AI and Machine Learning; Venture Capital; Innovation Leadership; Technological Innovation; Internet and the Web; Business Startups; Competitive Strategy; Technology Industry; United States

October 2013 (Revised April 2015)
Case

Myomo: Getting Sales in Motion

By: Frank V. Cespedes, Shikhar Ghosh and Matthew Preble

In late 2012, the management team of Myomo, a startup which had designed a unique myoelectric arm brace for patients with dysfunctional arms, was deciding which of the three sales models the company had tested to pursue as its sales strategy going forward. Each model... View Details

Keywords: Technological Innovation; Information Technology; Marketing Strategy; Decision Choices and Conditions; Health Care and Treatment; Business Startups; Sales; Growth and Development Strategy; Medical Devices and Supplies Industry; Health Industry

05 Mar 2009
Working Paper Summaries

CPC/CPA Hybrid Bidding in a Second Price Auction

Keywords: by Benjamin Edelman & Hoan Soo Lee

February 2018
Article

Maintaining Beliefs in the Face of Negative News: The Moderating Role of Experience

By: Bradley R. Staats, Diwas S. KC and F. Gino

Many models in operations management involve dynamic decision making that assumes optimal updating in response to information revelation. However, behavioral theory suggests that rather than updating their beliefs, individuals may persevere in their prior beliefs. In... View Details

Keywords: Information; Announcements; Service Operations; Decision Making; Medical Specialties; Experience and Expertise; Medical Devices and Supplies Industry

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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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12 Nov 2008
Research & Ideas

The Marketing of a President

experienced Senator as his running mate who complemented his lack of foreign policy skills. McCain only assembled a smooth-running campaign team late in the day. And the maverick made a surprise choice of an unknown running mate that, in... View Details

Keywords: by John Quelch

29 May 2012
First Look

First Look: May 29

defines an explicitly formulated "strategy" as the smallest set of choices and decisions sufficient to guide all other choices and decisions, which formally captures the idea of strategy as a plan... View Details

Keywords: Sean Silverthorne

27 Jan 2009
First Look

First Look: January 27, 2009

strategic choices that affect both the expected profits of the firm and their riskiness. Even if competition at first pushes the manager towards profit maximization as commonly argued, I show that further increases in competitive forces... View Details

Keywords: Martha Lagace

November 2008 (Revised March 2011)
Case

a-connect: In Search of Talent Partners (A)

By: Robert G. Eccles and Dilyana Karadzhova

a-connect was started in 2002 by three former McKinsey partners who wanted to develop an alternative business model consulting firm, which they have positioned as a high-end staffing company. The company has been very successful, growing to revenues of CHF 30 million... View Details

Keywords: Business Model; Decision Choices and Conditions; Initial Public Offering; Selection and Staffing; Growth and Development Strategy; Marketplace Matching; Expansion; Consulting Industry

March 2018
Supplement

Chaudhary Group: Rebuilding Nepal (B)

By: Christopher J. Malloy, Lauren H. Cohen and Inakshi Sobti

Supplements the (A) case. Having successfully spearheaded relief work in the aftermath of the Nepal earthquake, the Chaudhary Foundation envisions creating a more comprehensive and sustainable development model. They are keen to build a model village that integrates... View Details

2013
Case

Advanced Leadership Pathways: Laurent Adamowicz and Bon'App

By: Rosabeth M. Kanter, Juliane Calingo Schwetz and Patricia Bissett Higgins

After a successful career as Chairman and CEO of Paris-based luxury food company, Fauchon, Laurent Adamowicz, sought to reduce obesity and improve health outcomes. Adamowicz created a mobile application to provide consumers with more accessible and interpretable... View Details

Keywords: Nutritional Information; Obesity; Weight Loss; App Development; Business Startups; Nutrition; Health; Information; Mobile and Wireless Technology; Entrepreneurship; Social Enterprise; Information Technology Industry; Health Industry

2015
Working Paper

Blinded by Experience: Prior Experience, Negative News and Belief Updating

By: Bradley R. Staats, Diwas S. KC and Francesca Gino

Traditional models of operations management involve dynamic decision-making assuming optimal (Bayesian) updating. However, behavioral theory suggests that individuals exhibit bias in their beliefs and decisions. We conduct both a field study and two laboratory studies... View Details

Keywords: Behavioral Operations; Egocentric Bias; Experience; Healthcare Operations; Prejudice and Bias; Behavior; Operations; Decision Making; Health Care and Treatment

November 2017 (Revised December 2019)
Case

Redfin: Redefine Real Estate

By: Hong Luo and Huafeng Yu

Founded in 2004, Redfin envisioned a light-touch model in which clients self-served using the digital platform in exchange for a significantly lower fee than traditional agents. Realizing the narrow appeal of its initial model, Redfin had made significant changes to... View Details

Keywords: Adaptation; Growth and Development Strategy; Decision Choices and Conditions; Real Estate Industry; North America

2023
Working Paper

How People Use Statistics

By: Pedro Bordalo, John J. Conlon, Nicola Gennaioli, Spencer Yongwook Kwon and Andrei Shleifer

We document two new facts about the distributions of answers in famous statistical problems: they are i) multi-modal and ii) unstable with respect to irrelevant changes in the problem. We offer a model in which, when solving a problem, people represent each hypothesis... View Details

Keywords: Decision Choices and Conditions; Microeconomics; Mathematical Methods; Behavioral Finance

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2022
Working Paper

When the Journey—And Not Just the Destination—Matters: How Internationalization Shapes Entrepreneurial Experimentation

By: Nataliya Langburd Wright and Laura Huang

Internationalization—gaining exposure to cross-border markets—is often the result of an entrepreneur’s experimentation and strategy around their core business. Scholars have shown how entrepreneurs develop products or services, and after achieving some traction, turn... View Details

Keywords: Entrepreneurship And Strategy; Entrepreneurial Ventures; Entrepreneurial Journey; International Entrepreneurship; Entrepreneurship; Business Startups; Global Range; Strategy

September 2013
Case

Advanced Leadership Pathways: Laurent Adamowicz and Bon'App

By: Rosabeth Moss Kanter, Juliane Calingo Schwetz and Patricia Bissett Higgins

After a successful career as Chairman and CEO of Paris-based luxury food company Fauchon, Laurent Adamowicz sought to reduce obesity and improve health outcomes. Adamowicz created a mobile application to provide consumers with more accessible and interpretable... View Details

How the Internet Became Commercial

In less than a decade, the Internet went from being a series of loosely connected networks used by universities and the military to the powerful commercial engine it is today. This book describes how many of the key innovations that made this possible came from... View Details

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