Publications

September 2020 (Revised May 2024)
Case

Hot Wheels: Launching The Mixed Play Experience

By: Elie Ofek, Andres Terech and Nicole Tempest Keller

Chris Down, Global Brand General Manager for Hot Wheels, and his team from the Advanced Play Group within Mattel, Inc., had developed an entirely new “mixed play” product experience that blended familiar Hot Wheels play in the physical world with breakthrough play in... View Details

Keywords: Toys; Go-to-market Strategy; Product Development; Technological Innovation; Product Launch; Product Positioning; Decision Making; Marketing; Strategy; Los Angeles

Educators

30 May 2023
Research & Ideas

Can AI Predict Whether Shoppers Would Pick Crest or Colgate?

but large language models like generative pre-trained transformers (GPTs) may allow companies to rely on AI to uncover consumers’ tastes, according to new research from Harvard Business School and Microsoft. Ayelet Israeli, an associate... View Details

Keywords: by Kristen Senz

May 2003
Module Note

Product Development Process Design and Improvement

By: Stefan H. Thomke

Describes the conceptual foundations and pedagogy for a module on the design and improvement of processes for the development of products and services. Can also be used as part of a more general course on Managing Technology and Innovation. Central to Managing Product... View Details

Keywords: Product Development; Design; Performance Improvement; Innovation and Management; Information Technology; Customers; Information Management; Business Processes; Learning; Transformation; Service Operations

2023
Working Paper

Black-box Training Data Identification in GANs via Detector Networks

By: Lukman Olagoke, Salil Vadhan and Seth Neel

Since their inception Generative Adversarial Networks (GANs) have been popular generative models across images, audio, video, and tabular data. In this paper we study whether given access to a trained GAN, as well as fresh samples from the underlying distribution, if... View Details

Keywords: Cybersecurity; Copyright; AI and Machine Learning; Analytics and Data Science

December 2015 (Revised May 2016)
Case

Jibo: A Social Robot for the Home

By: Jeffrey J. Bussgang and Christine Snively

In January 2015, Jibo Inc. had completed a raise of $25.3 million in Series A financing after a successful 2014 crowdfunding campaign for preorders of Jibo, the first social robot for the home. Over 4,800 Jibo units were preordered, generating $2.6 million in sales. On... View Details

Keywords: Business Development; Entrepreneurship; Applications and Software; Information Infrastructure; Business Startups; Technology Industry

Educators

2022
Working Paper

TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh

Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability... View Details

Keywords: Natural Language Conversations; Predictive Models; AI and Machine Learning

Forthcoming
Article

Branch-and-Price for Prescriptive Contagion Analytics

By: Alexandre Jacquillat, Michael Lingzhi Li, Martin Ramé and Kai Wang

Contagion models are ubiquitous in epidemiology, social sciences, engineering, and management. This paper formulates a prescriptive contagion analytics model where a decision maker allocates shared resources across multiple segments of a population, each governed by... View Details

Keywords: COVID-19; Mathematical Methods

Find at Harvard

Article

Vungle Inc. Improves Monetization Using Big-Data Analytics

By: Bert De Reyck, Ioannis Fragkos, Yael Grushka-Cockayne, Casey Lichtendahl, Hammond Guerin and Andrew Kritzer

The advent of big data has created opportunities for firms to customize their products and services to unprecedented levels of granularity. Using big data to personalize an offering in real time, however, remains a major challenge. In the mobile advertising industry,... View Details

Keywords: Big Data; Monetization; Data and Data Sets; Advertising; Mobile Technology; Customization and Personalization; Performance Improvement

Find at Harvard

June 2001
Teaching Note

Teaching IT Executive Education Courses TN

By: Richard L. Nolan

In the information age, it is important that IT be addressed in an effective way accessible to practicing executives. Teaching IT to executives continues to change in concepts and content as IT penetrates deeply into every area of business. Driven by Moore's Law, the... View Details

Keywords: Transformation; Developing Countries and Economies; Business Education; Managerial Roles; Organizational Structure; Performance Effectiveness; Performance Improvement; Information Technology

10 Nov 2009
First Look

First Look: Nov. 10

Working PapersPlatform Envelopment (revised) Authors:Thomas Eisenmann, Geoffrey Parker, and Marshall Van Alstyne Abstract Due to network effects and switching costs, platform providers often become entrenched. To enter established markets, aspiring providers of new... View Details

Keywords: Martha Lagace

03 Sep 2013
First Look

First Look: September 3

run ads on their blogs and receive 50% of the revenue generated by these ads. After analyzing 4.4 million blog posts, we find that, relative to nonparticipants, popular content increases by about 13... View Details

Keywords: Sean Silverthorne

2022
Article

OpenXAI: Towards a Transparent Evaluation of Model Explanations

By: Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik and Himabindu Lakkaraju

While several types of post hoc explanation methods have been proposed in recent literature, there is very little work on systematically benchmarking these methods. Here, we introduce OpenXAI, a comprehensive and extensible opensource framework for evaluating and... View Details

Keywords: Measurement and Metrics; Analytics and Data Science

Teaching Interest

Digital Marketing Strategy

By: John A. Deighton

When the tools of marketing change, strategies change too. The focus of this course is on firms trying to navigate the transition from offline to online market-making and strategy development. Our concern is primarily with corporations that have products and... View Details

04 Jun 2013
First Look

First Look: June 4

his latest collection available to the broader entrepreneur community. Divided into 13 areas of focus, the book's contributors explore the metrics you need to run your startup, discuss lean prototyping techniques for hardware, identify costly outsourcing mistakes,... View Details

Keywords: Sean Silverthorne

August 2022
Teaching Note

BTS & ARMY

By: Doug J. Chung and Kay R. Koo

Industry leaders must define a particular outcome of interest (i.e., an objective) to establish an organization’s strategy. BTS’s initial objective was to increase brand recognition and to acquire a solid fanbase. The proliferation of social network platforms... View Details

Keywords: Cultural Diversity; Brand Equity; Go-to-market Strategy; Social Network; Entertainment Industry; Brands and Branding; Customer Relationship Management; Consumer Behavior; Social and Collaborative Networks; Social Entrepreneurship; Digital Platforms; Digital Marketing; Music Industry

07 Jul 2008
Research & Ideas

Innovation Corrupted: How Managers Can Avoid Another Enron

for natural gas, and to create derivative supply contracts that could help customers manage the risks of demand volatility and price swings more effectively than before. In this way, Skilling and his colleagues solved a major contracting problem between the producers... View Details

Keywords: by Martha Lagace; Energy; Utilities

November 2018 (Revised February 2019)
Case

Israel at 70: Is it Possible to (re)Brand a Country?

By: Elie Ofek and Sarah Gulick

In the spring of 2018, Israel was set to celebrate its 70th anniversary. While there was much to rejoice in reaching this milestone, the country’s brand image internationally was far from ideal. Past efforts to impact perceptions of Israel, spearheaded by the Ministry... View Details

Keywords: Branding; Brand Management Of Places; Nation Branding; Brand Positioning; Public Diplomacy; Marketing Communication; Brands and Branding; Marketing Communications; Perception; Change; Israel

Educators