Publications

Fast Answer

Workplace Diversity: Data Sources

Non-profit organization “with a mission to expand opportunities for women and business.” They provide research and data on women and diversity in the workplace both in the US and internationally. By the Numbers gives snapshot... View Details

July 2015 (Revised October 2017)
Case

Podium Data: Harnessing the Power of Big Data Analytics

By: Lynda M. Applegate, Karim R. Lakhani and Nicole Bucala

01 Dec 2016
News

Using Data to Explore Uncharted Territories

01 Dec 2016
Video

Using Data to Explore Uncharted Territories

September 2020 (Revised July 2022)
Exercise

Artea (B): Including Customer-Level Demographic Data

By: Eva Ascarza and Ayelet Israeli

This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details

Keywords: Targeting; Algorithmic Bias; Race; Gender; Marketing; Diversity; Customer Relationship Management; Demographics; Prejudice and Bias; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

A key policy question raised by the advent of fintech lenders revolves around the impact on credit availability of credit models that employ alternative data and algorithmic underwriting. We exploit anonymized administrative data provided by a major fintech platform... View Details

27 Sep 2018
Working Paper Summaries

Large-Scale Demand Estimation with Search Data

Keywords: by Tomomichi Amano, Andrew Rhodes, and Stephan Seiler; Retail

04 Jun 2024
Research & Ideas

Navigating Consumer Data Privacy in an AI World

Harnessing customer data well is central to any modern business, as is earning consumers’ trust that their information will stay private. With data breaches growing more common, regulations are tightening... View Details

Keywords: by Rachel Layne; Technology; Information Technology

01 Jun 2023
News

Bridging the ESG Data Gap

Megan Murday The idea for a digital platform to help venture capitalists calculate, benchmark, and improve portfolio ESG performance crystallized while Megan Murday (MBA 2021) was studying at HBS. Now the CEO of the software startup Metric, she says that “investors... View Details

Keywords: Deborah Blagg

12 Oct 2022
Video

Brandeis Marshall: The Potential for Data Equity

Forthcoming
Article

Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data

By: AJ Chen, Omri Even-Tov, Jung Koo Kang and Regina Wittenberg-Moerman

To mitigate information asymmetry about borrowers in developing economies, digital lenders use machine-learning algorithms and nontraditional data from borrowers’ mobile devices. Consequently, digital lenders have managed to expand access to credit for millions of... View Details

Keywords: Informal Economy; Digital Banking; Mobile Phones; Developing Countries and Economies; Mobile and Wireless Technology; AI and Machine Learning; Analytics and Data Science; Credit; Borrowing and Debt; Well-being; Banking Industry; Kenya

Read Now

May–June 2018
Article

Data Uncertainty in Markov Chains: Application to Cost-Effectiveness Analyses of Medical Innovations

By: Joel Goh, Mohsen Bayati, Stefanos A. Zenios, Sundeep Singh and David Moore

Cost-effectiveness studies of medical innovations often suffer from data inadequacy. When Markov chains are used as a modeling framework for such studies, this data inadequacy can manifest itself as imprecision in the elements of the transition matrix. In this paper,... View Details

Keywords: Markov Chains; Cost Effectiveness; Medical Innovations; Colorectal Cancer; Health Care and Treatment; Cost vs Benefits; Innovation and Invention; Mathematical Methods; Health Industry

Find at Harvard

February 2022
Case

CityScore: Big Data Comes to Boston

By: Boris Groysberg and Sarah L. Abbott

In 2016, Martin “Marty” Walsh, the Mayor of Boston, introduced CityScore, a data dashboard that measured the city’s progress across a range of metrics. The dashboard was updated daily and publicly available. The mayor frequently discussed the CityScore targets in... View Details

Keywords: Analytics and Data Science; Government Administration; Leadership; Transformation; City; Measurement and Metrics; Public Administration Industry; Boston; United States

Fast Answer

Commodities Research: data and reports

face="Helvetica Neue, Helvetica, Arial, sans-serif"> and information on the worldwide supply of, demand for, and flow of minerals and... View Details

2018
Simulation

Financial Analysis Simulation: Data Detective

By: Suraj Srinivasan and V.G. Narayanan

In this simulation, students learn to identify typical industry characteristics revealed in financial data. Equipped with an interactive and flexible set of tools, students analyze disguised financials and—using their knowledge of operational practices and reasoning... View Details

Keywords: Financial Analysis; Financial Accounting; Financial Ratios; Accounting; Financial Statements; Analysis

January 2002
Case

Relational Data Models in Enterprise-Level Information Systems

Provides an overview of some important aspects of the relational data models that underlie today's enterprise-level information technologies, such as enterprise resource planning and customer relationship management. Key concepts covered include relational data and... View Details

Keywords: Information Technology

March 2024 (Revised May 2024)
Case

Amperity: First-Party Data at a Crossroads

By: Elie Ofek, Hema Yoganarasimhan and Alexis Lefort

In the summer of 2023, Amperity management was facing a critical decision on its future direction. Given the dramatic changes occurring within the digital advertising ecosystem, as concerns over consumer privacy placed limits on the ability to engage in third-party... View Details

Keywords: AI and Machine Learning; Technology Adoption; Business Strategy; Digital Marketing; Price; Product; Business or Company Management; Advertising Industry

May 1983 (Revised November 1987)
Case

Technical Data Corp.: Business Plan

By: William A. Sahlman

Contains materials extracted from a business plan developed by the company in 1980. The purpose of the business plan was to raise $100,000 to finance the commencement of operations. The firm intended to provide analytical services to bond market traders. The product... View Details

Keywords: Business Plan