Publications

SSRN

19 Dec 2023
Research & Ideas

$15 Billion in Five Years: What Data Tells Us About MacKenzie Scott’s Philanthropy

of gifts over time. So many in the nonprofit and philanthropy world wondered how Scott’s nonconforming principles would be expressed in her actual giving. Scott, whose net worth has been estimated to top $40 billion, established the organization Yield Giving in 2022 to... View Details

Keywords: by Matthew Lee, Brian Trelstad, and Ethan Tran

2019
Article

Does Big Data Enhance Firm Innovation Competency? The Mediating Role of Data-driven Insights

By: Maryam Ghasemaghaei and Goran Calic

Grounded in gestalt insight learning theory and organizational learning theory, we collected data from 280 middle and top-level managers to investigate the impact of each big data characteristic (i.e., data volume, data velocity, data variety, and data veracity) on... View Details

Keywords: Analytics and Data Science; Innovation and Invention; Learning

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July–August 2018
Article

How CEOs Manage Time

By: Michael E. Porter and Nitin Nohria

In 2006 Harvard Business School’s Michael E. Porter and Nitin Nohria launched a study tracking how large companies’ CEOs spent their time, 24/7, for 13 weeks: where they were, with whom, what they did, and what they were focusing on. To date, Porter and Nohria have... View Details

Keywords: CEOs; Executives; Time Management; Attitudes; Managerial Roles; Leadership; Performance Effectiveness; Strategy; Decision Making; Organizational Culture

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Web

Statistical & Data Services - Research Computing Services

About Us Statistical & Data Services 4ms Research Computing Services (RCS) provides statistical and data services for the HBS research community, including consultations and expertise in: Advanced... View Details

June 2020
Article

Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure

By: Omar Isaac Asensio, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer and Sooji Ha

By displacing gasoline and diesel fuels, electric cars and fleets reduce emissions from the transportation sector, thus offering important public health benefits. However, public confidence in the reliability of charging infrastructure remains a fundamental barrier to... View Details

Keywords: Environmental Sustainability; Transportation; Infrastructure; Behavior; AI and Machine Learning; Demand and Consumers

Purchase

01 Dec 1999
News

EMC's Ruettgers Finds Gold in Data Storage

noted, EMC has spent some $1 billion during the 1990s developing its own software for data storage and retrieval. Emphasis on R&D and quality control has been a key to EMC's success. But Ruettgers, often noted for making brilliant... View Details

Article

Channel Integration, Sales Dispersion, and Inventory Management

By: Santiago Gallino, Antonio Moreno and Ioannis Stamatopoulos

We study the effects of the introduction of cross-channel functionalities on the overall sales dispersion of retailers and the implications of these effects for inventory management. To do that, we analyze data from a leading U.S. retailer who introduced a... View Details

Keywords: Retail Operations; Online Retail; Channel Integration; Sales Dispersion; Long Tail; Empirical Operations; Inventory Management; Omnichannel Retail; Marketing Channels; Integration; Sales; Logistics; Operations; Management; Retail Industry

Purchase

12 Apr 2022
Research & Ideas

Swiping Right: How Data Helped This Online Dating Site Make More Matches

Evidence from a Randomized Field Experiment. McFowland coauthored the paper with Jui Ramaprasad of the University of Maryland, Ravi Bapna of the University of Minnesota, Probal Mojumdar of Indian Institute of Management Udaipur, and... View Details

Keywords: by Kara Baskin

Service Productivity Management

Here is an in-depth guide to the most powerful available benchmarking technique for improving service organization performance — Data Envelopment Analysis (DEA). The book outlines DEA as a benchmarking technique, identifies high cost service units, isolates... View Details

July 2012
Case

Performance Management at Vitality Health Enterprises, Inc.

By: John Bingham and Michael Beer

Vitality Health Enterprises, a medium-sized firm that manufactures health and personal care products, has experienced six straight quarters of strong revenue growth. James Hoffman, the new Senior Vice President of Human Resources, fears that the chain of success is... View Details

Keywords: Performance Evaluation; Motivation and Incentives; Compensation and Benefits; Talent and Talent Management; Health Industry; Consumer Products Industry; Manufacturing Industry; United States

Educators

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November 5, 2024
Article

The International Empirics of Management

By: Daniela Scur, Scott Ohlmacher, John Van Reenen, Morten Bennedsen, Nick Bloom, Ali Choudhary, Lucia Foster, Jesse Groenewegen, Arti Grover, Sjoerd Hardeman, Leonardo Iacovone, Ryo Kambayashi, Marie-Christine Laible, Renata Lemos, Hongbin Li, Andrea Linarello, Mika Maliranta, Denis Medvedev, Charlotte Meng, John Miles Touya, Natalia Mandirola, Roope Ohlsbom, Atsushi Ohyama, Megha Patnaik, Mariana Pereira-López, Raffaella Sadun, Tatsuro Senga, Franklin Qian and Florian Zimmermann

A country’s national income broadly depends on the quantity and quality of workers and capital. But how well these factors are managed within and between firms may be a key determinant of a country’s productivity and its GDP. Although social scientists have long... View Details

Keywords: Performance Productivity; Economy; Management Practices and Processes

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Article

Evaluating and Managing Tramp Shipping Lines Performances: A New Methodology Combining Balanced Scorecard and Network DEA

By: Ying-Chen Hsu, Cheng-Chi Chung, Hsuan-Shih Lee and H. David Sherman

The shipping industry is essential for the economic development of nations like Taiwan as a means delivering and receiving cargo. Shipping has been depressed since 2008 as a result of the financial crisis increasing pressure for the shipping lines to operate more... View Details

Keywords: Network Data Envelopment Analysis; Shipping Line; Centralized Approach; Cross-efficiency; Balanced Scorecard; Performance Evaluation

January 2021
Article

Machine Learning for Pattern Discovery in Management Research

By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres

Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect... View Details

Keywords: Machine Learning; Supervised Machine Learning; Induction; Abduction; Exploratory Data Analysis; Pattern Discovery; Decision Trees; Random Forests; Neural Networks; ROC Curve; Confusion Matrix; Partial Dependence Plots; AI and Machine Learning

Fast Answer

Government data and information sources for public entrepreneurship

Municipal, local and national level financial data, demographics and market information sources to inform and support public sector entrepreneurship Where can I find government data (federal, municipal, city, etc.)? Lists... View Details

01 Jun 2005
News

Marked Managers

assignments. In the 1980s, biotechnology was a fledgling field. The scientists who were making breakthroughs and their venture capitalists needed businesspeople who were entrepreneurial and who could piece together an organization without... View Details

Keywords: Deborah Blagg; Career Imprints; Management of Companies and Enterprises; Management of Companies and Enterprises

27 Feb 2023
Research & Ideas

How One Late Employee Can Hurt Your Business: Data from 25 Million Timecards

control of store owners: Employees showing up late—or sometimes not at all. Managers are aware that employee lateness and absenteeism is prevalent and expensive to their operations. Now, researchers at Harvard Business School have gone a... View Details

Keywords: by Ben Rand; Retail

2004
Teaching Note

Learning to Manage with Data in Duval County Public Schools: Lake Shore Middle School (A) and (B) Case Series, Teaching Note

By: Allen Grossman, James P. Honan and Caroline Joan King

Keywords: Middle School Education; Management Skills; Florida