Modeling And Analysis - Publications - Faculty & Research - Harvard Business School

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August 2018 (Revised February 2023)
Case

Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

By: Jill Avery and Ayelet Israeli

As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

2009
Working Paper

Integrity: Without It Nothing Works

By: Michael C. Jensen

There is confusion between integrity, morality and ethics. In our much longer paper on the topic (see "Integrity: A Positive Model that Incorporates the Normative Phenomena of Morality, Ethics and Legality" (available at http://ssrn.com/abstract=920625)) my co-authors,... View Details

Keywords: Trust; Moral Sensibility; Legal Liability; Behavior

January 2001 (Revised April 2004)
Case

Term Sheet Negotiations for Trendsetter, Inc.

Describes two aspiring entrepreneurs who have just received offering documents for venture funding (known as term sheets) from two venture capital firms. Neither of the entrepreneurs have experience in raising capital and they are wondering how to compare the two... View Details

Keywords: Venture Capital; Entrepreneurship; Decision Making

May 2001 (Revised January 2010)
Case

Submarino.com (A)

By: Lynda M. Applegate, Meredith Collura and Luiz Felipe Monteiro

Enables a thorough analysis of Submarino.com, a B2C e-commerce company with a presence in Brazil, Argentina, Mexico, Spain, and Portugal. Examines the company's global operations as well as its organizational design and operating and management capabilities. Considers... View Details

Keywords: Business Model; Globalized Firms and Management; Operations; Organizational Design; Strategy; Internet; Retail Industry; Portugal; Spain; Mexico; Argentina; Brazil

May 2016 (Revised October 2016)
Case

Agricultural Revolution without a Land Revolution: the Megafarms of CP Group

By: William C. Kirby and Nancy Hua Dai

This case describes the megafarm model launched by the CP group as part of their efforts to ensure the safety and quality of their supply chain of agricultural products (particularly, eggs) in China while also promoting the welfare of Chinese farmers. This model was... View Details

Keywords: China; Poultry; Public-private Partnership; Animal-Based Agribusiness; Family Business; Agriculture and Agribusiness Industry; China

2021
Working Paper

Equilibrium Effects of Pay Transparency

By: Zoë B. Cullen and Bobak Pakzad-Hurson

The public discourse around pay transparency has focused on the direct effect: how workers seek to rectify newly-disclosed pay inequities through renegotiations. The question of how wage-setting and hiring practices of the firm respond in equilibrium has received... View Details

Keywords: Pay Transparency; Online Labor Market; Privacy; Wage Gap; Negotiation; Corporate Disclosure; Compensation and Benefits; Gender

February 2010 (Revised November 2013)
Case

Living PlanIT

By: Robert G. Eccles, Amy C. Edmondson, Susan Thyne and Tiona Zuzul

Living PlanIT is a start-up company that has developed a new, innovative business model for sustainable urbanization. This model reflects the software and technology backgrounds of its founders, Steve Lewis and Malcolm Hutchinson, and is in vivid contrast to other... View Details

Keywords: Business Model; Business Startups; Development Economics; Entrepreneurship; City; Technological Innovation; Environmental Sustainability; Urban Development; Construction Industry; Green Technology Industry; Real Estate Industry; Portugal

2012
Working Paper

Componential Theory of Creativity

By: Teresa M. Amabile

The componential theory of creativity is a comprehensive model of the social and psychological components necessary for an individual to produce creative work. The theory is grounded in a definition of creativity as the production of ideas or outcomes that are both... View Details

Keywords: Creativity; Theory; Social Psychology; Organizational Culture

March 2009 (Revised September 2010)
Case

Dartmouth-Hitchcock Medical Center: Spine Care

By: Robert S. Huckman, Michael E. Porter, Rachel Gordon and Natalie Kindred

Describes the Spine Center at Dartmouth-Hitchcock Medical Center, a multidisciplinary unit that offers patients suffering from spinal problems "one-stop" access to a range of providers including orthopedic surgeons, neurosurgeons, neurologists, medical specialists in... View Details

Keywords: Health Care and Treatment; Medical Specialties; Service Delivery; Service Operations; Integration; Value Creation; Health Industry; United States

September 2001 (Revised May 2006)
Case

Webvan

Examines Webvan's operations and the processes by which it delivers groceries that were ordered from the Internet to customers' homes. Recounts Webvan's history from founding through early 2001 and concentrates on the unique approaches to warehousing, delivery,... View Details

Keywords: Business Model; Failure; Business Startups; Consumer Products Industry; Service Industry

Web

Designing Tech Ventures - Course Catalog

HBS Course Catalog Designing Tech Ventures Course Number 5240 Professor of Engineering Robert Howe Senior Lecturer Tom Clay Fall; Q1Q2; 3.0 credits Please note this course meets on Mondays and Wednesdays from 3:50-5:10pm Course Description Launching a successful... View Details

March 2022 (Revised April 2022)
Teaching Note

Spotify's Audio-First Strategy: Leading the Podcasting Market

By: Hong Luo and Carol Lin

Teaching Note for HBS Case No. 721-439. Within 15 years, CEO Daniel Ek had led Spotify from an ambitious startup to a multi-billion dollar company that had transformed the music industry. As part of Spotify’s next phase of growth, the platform would invest heavily in... View Details

Keywords: Business Startups; Growth and Development Strategy; Business Divisions; Customer Relationship Management; Revenue; Music Industry

January 2002 (Revised October 2005)
Case

General Electric Medical Systems 2002

By: Tarun Khanna and James Weber

Discusses one of General Electric's flagship divisions--the world's leading provider of medical diagnostic imaging equipment. Provides an opportunity to examine a multinational confronting massive technological and demographic changes around the world. Genomics has... View Details

Keywords: Information Technology; Business Model; Change Management; Multinational Firms and Management; Genetics; Customer Value and Value Chain; Age; Medical Devices and Supplies Industry; China; United States

Suraj Srinivasan

Suraj Srinivasan is the Philip J. Stomberg Professor of Business Administration, a member of the Accounting and Management faculty unit, and chair of the View Details

Keywords: accounting industry; financial services

September 1999 (Revised May 2003)
Case

Deloitte & Touche (A): A Hole in the Pipeline

By: Rosabeth M. Kanter and Jane Roessner

Deloitte & Touche was losing talented women, and CEO Mike Cook wanted to stop the loss, especially as the accounting and consulting fields became more competitive. The firm commissioned an analysis of the situation; now it had to consider the results and develop a plan... View Details

Keywords: Strategic Planning; Organizational Culture; Accounting; Gender; Organizational Change and Adaptation; Loss; Change Management; Jobs and Positions; Resignation and Termination; Accounting Industry; United States

January 2015
Case

The Blonde Salad

By: Anat Keinan, Kristina Maslauskaite, Sandrine Crener and Vincent Dessain

In 2014, Chiara Ferragni, a globe-trotting founder of the world's most popular fashion blog The Blonde Salad, and Riccardo Pozzoli, her co-founder and business partner, had to decide how to best monetize her blog as well as her shoe line called the "Chiara Ferragni... View Details

October 2010 (Revised July 2011)
Case

PrimedicProviding Primary Care in Mexico

By: Richard G. Hamermesh, Regina Garcia-Cuellar and Lauren Sarah Margulies

Primedic is a Mexican start-up that aims to deliver affordable primary and preventative healthcare to those at the base of the economic pyramid. The company is about to exhaust its first round of venture capital funding and the business model has yet to gain traction.... View Details

Keywords: Business Model; Business Startups; Developing Countries and Economies; Social Entrepreneurship; Venture Capital; Health Care and Treatment; Social Enterprise; Health Industry; Mexico

Jerry R. Green

Jerry R. Green

David A. Wells Professor of Political Economy

John Leverett Professor in the University

Harvard University

Jerry Green is the John Leverett Professor in the University and the David A. Wells... View Details

Keywords: aerospace; education industry; insurance industry; professional services

January 2010 (Revised November 2017)
Background Note

GUIDES: Insight through Indicators

By: Matthew Weinzierl, Jonathan Schlefer and Ann Cullen

GUIDES is an easily remembered framework that can help the business leader and student to confidently and quickly identify, organize, and interpret a country's key economic indicators. Alternatively, it can help them to evaluate third-party analyses and to compare such... View Details

Keywords: Economy; Macroeconomics; Framework; Country; Analysis; Performance Evaluation

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