Data As A Service - Publications - Faculty & Research - Harvard Business School

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2023
Working Paper

The Customer Journey as a Source of Information

By: Nicolas Padilla, Eva Ascarza and Oded Netzer

In the face of heightened data privacy concerns and diminishing third-party data access, firms are placing increased emphasis on first-party data (1PD) for marketing decisions. However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details

Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships

08 May 2013
News

Hospital Prices No Longer Secret As New Data Reveals Bewildering System, Staggering Cost Differences

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

June 2024
Supplement

Pal's Sudden Service (B)

By: Gary P. Pisano, Francesca Gino and Ruth Page

Pre-Abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.

Abstract: Pal's Sudden Service has developed a unique operating model and organizational culture in the quick service... View Details

Keywords: Growth and Development Strategy; Organizational Culture; Motivation and Incentives; Service Operations; Service Industry; Service Industry

December 2021
Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein

In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details

2015
Book

What Great Service Leaders Know and Do: Creating Breakthroughs in Service Firms

By: James L. Heskett, W. Earl Sasser and Leonard A. Schlesinger

Based on decades of collective field experiences, the authors present anecdotal evidence in support of eight things that great service leaders know and do. Great service leaders know that (1) leading a breakthrough service is different, and they take steps to ensure... View Details

Keywords: Management; Leadership; Service Operations; Service Delivery

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2021
Chapter

Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

By: Karen G. Mills and Annie Dang

Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details

Keywords: Big Data; Fintech; Artificial Intelligence; Small Business; Financing and Loans; Capital; Success; AI and Machine Learning; Analytics and Data Science

2024
Working Paper

You've Got Mail! The Late 19th Century U.S. Postal Service Expansion, Entrepreneurship, and Firm Performance

By: Astrid Marinoni and Maria P. Roche

This paper examines the impact of the expansion of the US Postal Service in the late 19th century on firm creation and performance. Utilizing newly digitized archival data on historic business establishments, post office locations, and road networks in California,... View Details

Keywords: Institutional Innovation; Knowledge Exchange; US Postal Service; Firm Performance; Infrastructure; Expansion; Government Administration; Communication; Business History; Entrepreneurship; Public Administration Industry; California

March 2005
Article

Sovereign Debt As a Contingent Claim: A Quantitative Approach

By: Laura Alfaro and Fabio Kanczuk

We construct a dynamic equilibrium model with contingent service and adverse selection to quantitatively study sovereign debt. In the model, benefits of defaulting are tempered by higher future interest rates. For a wide set of parameters, the only equilibrium is one... View Details

Keywords: Sovereign Finance; Borrowing and Debt; Interest Rates; Balance and Stability; Risk and Uncertainty; Risk Management; Mathematical Methods; Management Style; Segmentation; Debt Securities; Banking Industry

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June 2014 (Revised January 2017)
Case

YAAS's Service Center

By: Brian Hall and Sara del Nido

This case is about a compensation change at an automotive service company in the Middle East. The case allows investigation and analysis of many issues related to compensation design and human resource management, and even change management. The focus of the case is... View Details

Keywords: Compensation; Emotions; Values; Compensation and Benefits; Human Resources; Labor; Negotiation; Organizations; Social Psychology; Value Creation; Motivation and Incentives; Service Industry; Service Industry; Kuwait; Middle East

Research Summary

Managing Marketspace Service Interfaces

By: Jeffrey F. Rayport

Jeffrey F. Rayport is focusing on the strategic challenges that face businesses selling information-intensive products and services. A key strategic issue in such businesses is the dematerialization of information-intensive products and services as a consequence of... View Details

08 May 2020
News

Which Covid-19 Data Can You Trust?

Teaching Interest

Leading Professional Service Firms

As entry barriers rapidly disappear, competition is accelerating and reshaping the business landscape for professional service firms. Navigating this continual change successfully requires extraordinary leadership abilities. This professional service firm... View Details

February 2003 (Revised May 2003)
Case

Mobile Energy Services Company

By: Benjamin C. Esty and Aldo Sesia

When Al "Chainsaw" Dunlap became CEO of the Scott Paper Co., the company owned a large, vertically integrated production facility in Mobile, Alabama. Dunlap sold part of the production facility, a cogeneration power plant (later known as Mobile Energy Services Co.), to... View Details

Keywords: Mergers and Acquisitions; Risk and Uncertainty; Contracts; Agreements and Arrangements; Investment; Projects; Vertical Integration; Energy Sources; Bonds; Ownership; Restructuring; Energy Industry; Alabama

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Article

Four Things No One Will Tell You About ESG Data

By: Sakis Kotsantonis and George Serafeim

As the ESG finance field and the use of ESG data in investment decision-making continue to grow, the authors seek to shed light on several important aspects of ESG measurement and data. This article is intended to provide a useful guide for the rapidly rising number of... View Details

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March 2002 (Revised October 2002)
Background Note

Service on the Internet: The Effect of Physical Service on Scalability

Develops a framework for exploring the idea of, how service affects the economics of Internet organizations. Development of the framework requires an understanding of the different forms service takes in organizations that conduct business through the Internet. These... View Details

Keywords: Internet and the Web; Service Delivery; Service Industry

March 2009 (Revised July 2010)
Case

IBM: The Corporate Service Corps

By: Christopher Marquis and Rosabeth M. Kanter

Describes the conception, development, and implementation of the Corporate Services Corps (CSC), an international community service assignment for high-potential IBM employees. The year 2008 was the pilot year of the CSC program, and 100 of IBM's best global employees... View Details

Keywords: Developing Countries and Economies; Global Strategy; Corporate Social Responsibility and Impact; Mission and Purpose; Organizational Structure; Partners and Partnerships; Non-Governmental Organizations

August 2020 (Revised August 2023)
Case

Nubank: Democratizing Financial Services

By: Michael Chu, Carla Larangeira and Pedro Levindo

Nubank, a wholly-digital solution created to disrupt Brazilian banking, with 6 million clients and a $4 billion valuation after five years, must decide whether to expand to Mexico. The company was founded in São Paulo in 2013 by Colombian-born David Vélez to seize what... View Details

Keywords: Fintech; Financial Inclusion; Digital Banking; Credit Cards; Banks and Banking; Disruption; Expansion; Growth and Development Strategy; Financial Services Industry; South America; Brazil; North America; Mexico

2021
Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value

January 2019 (Revised February 2024)
Teaching Note

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

By: Ayelet Israeli

Teaching Note for HBS No. 519-011. 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... View Details

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