Publications

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

2021
Working Paper

Invisible Primes: Fintech Lending with Alternative Data

By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael

We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to... View Details

Keywords: Fintech Lending; Alternative Data; Machine Learning; Algorithm Bias; Finance; Information Technology; Financing and Loans; Analytics and Data Science; Credit

March 2020 (Revised June 2023)
Case

Scaling Nextdoor

By: Jeffrey F. Rayport, Thomas O. Jones and Jeff Huizinga

Nextdoor, striving to solidify its position as the leading global social media platform for neighborhoods, works to scale audience, geography, and revenue. View Details

Keywords: Platforms; Information Technology; Entrepreneurship; Growth and Development Strategy; Social Media; Digital Platforms

June 2019
Case

Monetizing Insurance at Trov

By: Thales Teixeira, Samy Dana and Leandro A Guissoni

Trov is a disruptive startup in the insurance space (“insurtech”). It allows consumers to simply turn on and turn off insurance for each of their possessions on a mobile app with the swipe of a finger. Consumers love the simple, on-demand, single-item coverage product.... View Details

Keywords: Monetization; Decoupling; Business Startups; Insurance; Disruption; Mobile and Wireless Technology; Strategy; Insurance Industry

January 2018
Case

Viacom: Democratization of Data Science

By: Shane Greenstein and Christine Snively

In two short years, Viacom’s Data Science & Advanced Analytics team built a web platform called Science Central that allowed employees from Viacom’s 20+ cable networks to access television audience insights through three data science apps. In the past, employees would... View Details

Keywords: Data Science; Big Data; Digital Platforms; Analytics and Data Science; Expansion; Strategic Planning

19 May 2020
News

Exploring the Economics of a Pandemic; Alumni Forums Draw Closer Online

Clubs News Clubs News Black Businesses Get Pandemic Survival Tips Via Webinar Series The HBS African-American Alumni Association (HBSAAA), in partnership with Steven Rogers (MBA 1985), the MBA Class of 1957 Senior Lecturer of Business Administration (emeritus),... View Details

Keywords: Margie Kelley

Career Coach

Alan Braly

Medicine, where Alan has been since 2019, he is Head of Insights Strategy and leads a data science incubator in partnership with another company. Prior to Foundation, Alan focused on healthcare technology commercialization at Harvard as a... View Details

November 2023
Article

Federated Electronic Health Records for the European Health Data Space

By: René Raab, Arne Küderle, Anastasiya Zakreuskaya, Ariel Dora Stern, Jochen Klucken, Georgios Kaissis, Daniel Rueckert, Susanne Boll, Roland Eils, Harald Wagener and Bjoern Eskofier

The European Commission's draft for the European Health Data Space (EHDS) aims to empower citizens to access their personal health data and share it with physicians and other health-care providers. It further defines procedures for the secondary use of electronic... View Details

Keywords: Analytics and Data Science; Cybersecurity; Information Management; Knowledge Sharing; Knowledge Use and Leverage; Health Industry

December 2000 (Revised November 2001)
Case

Rise and Fall of Iridium, The

By: Alan D. MacCormack and Kerry Herman

Examines the history of Iridium Communications, a provider of mobile satellite services. Discusses the genesis of Iridium's technical design, then follows the venture through various stages of development. Describes Iridium's attempts to build a subscriber base after... View Details

Keywords: Information Technology; Business Model; Business Growth and Maturation; Organizational Structure; Mobile and Wireless Technology; Telecommunications Industry