Publications

Educators

July 2004 (Revised March 2006)
Case

RosettaNet and ebXML: Betting on the Right eBusiness Standard

By: F. Warren McFarlan and Veronika Belokhvostova

A major enterprise software company must select which technologies to support, based on their long-term and short-term viability and benefits. The protagonist is involved in the release of the B2B integration component of major enterprise software whose purpose is to... View Details

Keywords: Communication Technology; Customer Focus and Relationships; Markets; Standards; Science-Based Business; Situation or Environment; Applications and Software; Technology Adoption; Information Technology Industry

Educators

August 2021
Article

Information Seeding and Knowledge Production in Online Communities: Evidence from OpenStreetMap

By: Abhishek Nagaraj

The wild success of a few online communities (like Wikipedia) has obscured the fact that most attempts at forming such communities fail. This study evaluates information seeding, an early-stage intervention to bootstrap online communities that enables contributors to... View Details

Keywords: Online Communities; Knowledge Production; Crowdsourcing; Innovation; Digitization; Internet and the Web; Digital Platforms; Social and Collaborative Networks; Analytics and Data Science; Knowledge Dissemination

Find at Harvard

January 2024 (Revised February 2024)
Exercise

Travelogo: Understanding Customer Journeys

By: Eva Ascarza, Nicolas Padilla and Oded Netzer

In late May 2023, Sarah Merino, the newly appointed manager of the Customer Insights group at Travelogo—an online travel booking platform—initiates a comprehensive analysis of clickstream data to understand the varied behaviors and needs of their users. In preparation... View Details

Keywords: Customer Relationship Management; Analysis; Analytics and Data Science; Marketing Strategy; Segmentation; Consumer Behavior; Travel Industry; United States

26 Feb 2019
First Look

New Research and Ideas, February 26, 2019

forthcoming Management Science Frenemies in Platform Markets: Heterogeneous Profit Foci as Drivers of Compatibility Decisions By: Adner, Ron, Jianqing Chen, and Feng Zhu Abstract— We study compatibility... View Details

Keywords: Dina Gerdeman

Third Quarter 2018
Article

Why and How Investors Use ESG Information: Evidence from a Global Survey

By: Amir Amel-Zadeh and George Serafeim

Using survey data from a sample of senior investment professionals from mainstream (i.e., not SRI funds) investment organizations, we provide insights into why and how investors use reported environmental, social, and governance (ESG) information. Relevance to... View Details

Keywords: ESG; ESG (Environmental, Social, Governance) Performance; Sustainability; Investment Management; Investment Strategy; Metrics; Standard Setting; Accounting Standards; Finance; Investment; Information; Environmental Sustainability; Governance; Performance Effectiveness; Strategy

SSRN

Find at Harvard

Janice H. Hammond is the Jesse Philips Professor of Manufacturing. She currently serves as coursehead for the new MBA required course, Data Science for Managers. She serves as program chair for the HBS Executive Education International Women’s Foundation and Women’s... View Details

Keywords: apparel; distribution; e-commerce industry; manufacturing; retailing; textiles; transportation

09 Dec 2015
Research Event

How Do You Predict Demand and Set Prices For Products Never Sold Before?

explained that the world of business analytics includes descriptive analytics (analyzing what has happened), predictive analytics (analyzing data... View Details

Keywords: by Carmen Nobel; Retail; Apparel & Accessories

26 Jun 2018
First Look

New Research and Ideas, June 26, 2018

but this article shows it has never been true historically. Using longitudinal data on individual firms from the nineteenth century onwards, it reveals evidence of how entrepreneurs and firms with... View Details

Keywords: Dina Gerdeman

Ta-Wei Huang

Ta-Wei (David) Huang is a PhD candidate in Quantitative Marketing at Harvard Business School. His research integrates causal inference and machine learning to address methodological challenges and unintended consequences in targeting, personalization, and online... View Details

2023
Other Article

The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications

By: Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers and Stuart Shieber

Innovation is a major driver of economic and social development, and information about many kinds of innovation is embedded in semi-structured data from patents and patent applications. Though the impact and novelty of innovations expressed in patent data are difficult... View Details

Keywords: USPTO; Natural Language Processing; Classification; Summarization; Patent Novelty; Patent Trolls; Patent Enforceability; Patents; Innovation and Invention; Intellectual Property; AI and Machine Learning; Analytics and Data Science

Ayelet Israeli is the Marvin Bower Associate Professor of Business Administration at the Harvard Business School Marketing Unit. She is the co-founder of the Customer Intelligence Lab at the Digital Data Design (D^3) Institute at Harvard Business School. She teaches... View Details

Keywords: retailing; e-commerce industry; internet; automotive

05 Mar 2019
First Look

New Research and Ideas, March 5, 2019

future research on the joint pursuit of financial and social goals in organizations. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55763 forthcoming Organization Science Coupling Labor... View Details

Keywords: Dina Gerdeman

2024
Working Paper

Capital Market Integration and Growth across the United States

By: Leonardo D'Amico and Maxim Alekseev

What drives the integration of national financial markets and what are its consequences for regional growth? We digitize and collect US state-level banking data from 1953 to 1983 and document a tight link between high nominal short rates and financial integration,... View Details

Keywords: Interest Rates; Financial Markets; Economic Growth; Banks and Banking; Analytics and Data Science

22 Feb 2023
Blog Post

Meet the Disability Advocacy and Affinity Group (DAAG)

Crohn’s and Colitis Foundation. Prior to HBS, I worked as a process engineer for Procter & Gamble and then in engineering and business roles at an early-stage manufacturing... View Details

01 Mar 2025
News

Alumni and Faculty Books

Edited by Margie Kelley Borders and the Self By Chinwe Ajena-Sagna (MBA 2003) Masobe Books “Who are you?” Every border tells a story. Every story has its origins. Tracing a cultural lineage from the beginnings of Igbo history in the ninth century by delineating... View Details

August 2008
Article

Economic Links and Predictable Returns

By: Lauren Cohen and Andrea Frazzini

This paper finds evidence of return predictability across economically linked firms. We test the hypothesis that in the presence of investors subject to attention constraints, stock prices do not promptly incorporate news about economically related firms, generating... View Details

Keywords: Economics; Price; Assets; Analytics and Data Science; Customers; Stocks; Equity; Strategy; Investment Return; Forecasting and Prediction

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August 2005 (Revised March 2006)
Case

Moneyball (A): What Are You Paying For?

By: Frances X. Frei, Dennis Campbell and Eliot Sherman

Explores the contextual elements of Major League Baseball and presents data to allow for an analytic examination of alleged market inefficiencies within the sport. View Details

Keywords: Market Design; Performance; Sports; Compensation and Benefits; Sports Industry; United States

Educators

August 23, 2018
Article

Using a New EHR System to Increase Patient Engagement, Improve Efficiency, and Decrease Cost

By: Katy French, Barbra Bryce Speer, Alexis B. Guzman, Tayab Andrabi, Iris Recinos, Keith A. Shook, James R. Incalcaterra, John C. Frenzel and Thomas W. Feeley

Patients and providers are frustrated with seemingly endless data entry. We used our patients’ vested interest in their own health care by actively engaging them in the entry of their own medical information into the EHR. Prior to the implementation of the new EHR we... View Details

Keywords: Health Care and Treatment; Analytics and Data Science; Performance Efficiency; Cost Management