Publications

Leila Doumi is a PhD Candidate in the Strategy Unit and an affiliate of the Digital Data and Design (D^3) Institute at Harvard. She conducts research on technology adoption, corporate strategy, and the future of work with a focus... View Details

08 Aug 2023
Research & Ideas

The Rise of Employee Analytics: Productivity Dream or Micromanagement Nightmare?

With more data available than ever before, why would any executive gamble on a hunch—especially for decisions that involve their own employees? An emerging field that uses data to study human behavior at... View Details

Keywords: by Ben Rand

September 2003 (Revised March 2004)
Compilation

Time Distribution and Interaction Patterns for PEARL Project Team: Work Patterns at Ditto (D)

By: Leslie A. Perlow

Provides data to enable students to analyze how software engineers spend their time. A rewritten version of an earlier case. View Details

Keywords: Product Development; Time Management; Work-Life Balance; Information Technology Industry

December 2001 (Revised March 2002)
Compilation

"Doer's Profile" Donald John Trump (1946-)

By: Howard H. Stevenson and Laura L. Nash

Designed to facilitate a discussion of the nature of enduring success. Includes both biographical data and excerpts from autobiographical material. View Details

Keywords: Success

Web

Publications - Faculty & Research

Metrics ; Mathematical Methods ; Analytics and Data Science ; Agriculture and Agribusiness Industry ; India Citation Read Now Related Cole, Shawn, Tomoko Harigaya, Grady Killeen, and Aparna Krishna. "Using Satellites and Phones to... View Details

August 2023 (Revised January 2024)
Supplement

Arla Foods: Data-Driven Decarbonization (B)

By: Michael Parzen, Michael W. Toffel, Susan Pinckney and Amram Migdal

The case describes Arla’s history, in particular its climate change mitigation efforts, and how it implemented a price incentive system to motivate individual farms to implement scope 1 greenhouse gas emissions mitigation measures and receive a higher milk price. The... View Details

13 Jul 2020
News

Roles Foundations Play in Shaping Impact Investing

April 2017
Teaching Note

Basecamp: Pricing

By: Frank V. Cespedes

This Teaching Note accompanies HBS No. 817-067 “Basecamp: Pricing” in which a data analyst at Basecamp is evaluating the results of pricing research and its potential implications for the venture's latest version of its project management software product. View Details

Keywords: Analytics and Data Science; Price; Analysis; Customers; Product Marketing

The former head of the Small Business Administration and current Harvard professor says data sharing can be transformational for banks. View Details

2023
Working Paper

Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development

By: Daniel Yue, Paul Hamilton and Iavor Bojinov

Predictive model development is understudied despite its centrality in modern artificial intelligence and machine learning business applications. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms)... View Details

Keywords: Analytics and Data Science

SSRN

Read Now

16 Apr 2020
Video

Mosaic is Grand Prize Winner in 2020 New Venture Competition Student Social Enterprise Track

Siyu Zhang

Siyu Zhang is a second-year doctoral student at HBS. Zhang joined Harvard Business School in 2020 as a Research Associate and has been working on macroeconomic forecasting projects. Prior to joining HBS, he was a Data Scientist at John Hancock, where he utilized... View Details

September 2017
Case

Sensing (and Monetizing) Happiness at Hitachi

By: Ethan Bernstein and Stephanie Marton

Inspired by research linking happiness and productivity, Hitachi had invested in developing new “people analytics” technologies to help companies increase employee happiness. Hitachi had begun manufacturing high-tech badges that quantify a wearer’s activity patterns.... View Details

Keywords: People Analytics; Japan; Sociometers; Wearables; Interpersonal Communication; Human Resources; Happiness; Technology Industry; Japan

Article

Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca

The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details

Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics

Find at Harvard

Read Now

April 2021 (Revised June 2021)
Case

IBM: Design Thinking

By: Srikant M. Datar, Amram Migdal and Paul Hamilton

This case describes the 2012-2020 effort at IBM to implement design thinking throughout the company and hire thousands of designers to serve on every product team alongside technical engineers and developers and product managers. IBM’s design transformation is told... View Details

Keywords: Business Ventures; Business Divisions; Business Units; Business Organization; Change; Change Management; Transformation; Competency and Skills; Talent and Talent Management; Design; Human Resources; Recruitment; Selection and Staffing; Innovation and Invention; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Jobs and Positions; Job Design and Levels; Leading Change; Management; Business or Company Management; Goals and Objectives; Management Practices and Processes; Operations; Product; Product Design; Product Development; Organizations; Business Processes; Organizational Change and Adaptation; Organizational Design; Organizational Structure; Strategy; Adaptation; Adoption; Technological Innovation; Information Infrastructure; Information Technology; Technology Industry; Information Technology Industry; United States

Research Summary

eBay Auctions as Markets

An examination of eBay from an industrial organization and competitive firms perspective. Exploits survey data as a measure of information dispersion. View Details

June 1997 (Revised February 2012)
Background Note

A Note on Franchising

By: Paul A. Gompers and Catherine M. Conneely

Examines the motivations for franchising. Examines the academic literature in the area and draws implications for franchising patterns. Also provides data on franchising patterns. View Details

Keywords: Franchise Ownership

February 2017
Background Note

A Note on Franchising (Abridged)

By: Paul A. Gompers

Examines the motivations for franchising. Examines the academic literature in the area and draws implications for franchising patterns. Also provides data on franchising patterns. View Details

Keywords: Franchise Ownership

March 2008 (Revised June 2009)
Compilation

"Doer's Profile" Bill Gates (William H.) (1955 - )

By: Howard H. Stevenson and Shirley M. Spence

Profile of Bill Gates designed to facilitate a discussion of the nature of enduring success. Includes both biographical data and excerpts from autobiographical records. View Details

Keywords: Business Ventures; Personal Development and Career; Success; Computer Industry; Information Technology Industry