Publications

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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 Sep 2010
News

Emerging Scholar Award

2014
Working Paper

The Unfairness Trap: A Key Missing Factor in the Economic Theory of Discrimination

By: Jordan I. Siegel, Naomi Kodama and Hanna Halaburda

Prior evidence linking increased female representation in management to corporate performance has been surprisingly mixed, due in part to data limitations and methodological difficulties, and possibly to omission of a fairness factor in the economic theory of... View Details

Keywords: Managerial Roles; Fairness; Performance Productivity; Gender; Japan

SSRN

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February 2018 (Revised June 2021)
Case

New Constructs: Disrupting Fundamental Analysis with Robo-Analysts

By: Charles C.Y. Wang and Kyle Thomas

This case highlights the business challenges associated with a financial technology firm, New Constructs, that created a technology that can quickly parse complicated public firm financials to paint a clearer economic picture of firms, remove accounting distortions,... View Details

Keywords: Fundamental Analysis; Machine Learning; Robo-analysts; Financial Statements; Financial Reporting; Analysis; Information Technology; Accounting Industry; Financial Services Industry; Information Technology Industry; North America; Tennessee

October 2022 (Revised December 2022)
Case

SMART: AI and Machine Learning for Wildlife Conservation

By: Brian Trelstad and Bonnie Yining Cao

Spatial Monitoring and Reporting Tool (SMART), a set of software and analytical tools designed for the purpose of wildlife conservation, had demonstrated significant improvements in patrol coverage, with some observed reductions in poaching and contributing to wildlife... View Details

Keywords: Business and Government Relations; Emerging Markets; Technology Adoption; Strategy; Management; Ethics; Social Enterprise; AI and Machine Learning; Analytics and Data Science; Natural Environment; Technology Industry; Cambodia; United States; Africa

February 2006 (Revised September 2006)
Case

Sippican Corporation (A)

By: Robert S. Kaplan

Presents a time-driven version of the Wilkerson Co. activity-based costing case (101092). Faced with declining profits, Sippican Corp. is struggling to understand why it is encountering severe price competition on one product line. The controller collects data that... View Details

Keywords: History; Business Model; Strategic Planning; Cost Accounting; Motivation and Incentives; Resource Allocation; Activity Based Costing and Management; Profit; Business Strategy; Budgets and Budgeting

December 2007
Article

Regional Health Information Organizations: Current Activities and Financing

Electronic clinical data exchange promises substantial financial and societal benefits, but it is unclear whether and when it will become widespread. In early 2007 we surveyed 145 regional health information organizations (RHIOs), the U.S. entities working to establish... View Details

Keywords: Information Technology; Financing and Loans; Health Care and Treatment; Information Management; Health Industry; United States

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14 Jun 2010
Research & Ideas

The Hard Work of Measuring Social Impact

what that spending achieved. Yet there has been little agreement on a set of hard-and-fast metrics to measure social performance. How should a nonprofit manager respond when a significant donor asks for proof of his or her contribution's... View Details

Keywords: by Julia Hanna

17 Mar 2008
Research & Ideas

The Lessons of Business History: A Handbook

Confined to specialist journals and books, business history research too often lacks the impact it should have on the research and practice of business management and the social sciences, according to the editors of the newly published... View Details

Keywords: by Sean Silverthorne

January 2002 (Revised November 2010)
Case

Strategic Planning at NFTE

By: Allen S. Grossman and Daniel F. Curran

The National Foundation for Teaching Entrepreneurship (NFTE), is a successful nonprofit poised on the verge of explosive growth. The senior management contracted with McKinsey consultants to help guide the process. The founders of NFTE brought it from a small program... View Details

Keywords: Entrepreneurship; Growth and Development Strategy; Growth Management; Organizational Change and Adaptation; Organizational Structure; Partners and Partnerships; Nonprofit Organizations

13 Jun 2017
Blog Post

7 Reasons Why the New MS/MBA: Engineering Sciences Program at Harvard is Next Level

knew what was up: “You can never be overdressed or overeducated.” #7. Do it for the people. [https://media.giphy.com/media/CPZt4aQFbkkYU/giphy.gif] We need people who are managing engineers to be good leaders. We need all leaders to... View Details

March 2012 (Revised January 2013)
Case

Boston Children's Hospital: Measuring Patient Costs

By: Robert S. Kaplan, Mary L. Witkowski and Jessica A. Hohman

The case describes two pilot projects on applying activity-based costing to measuring the cost of treating patients. It presents process maps and financial data relating to the processes used during (1) an office visit to a plastic surgeon for three different diagnoses... View Details

Keywords: Health Care; Time-Driven Activity-Based Costing; Costing; Hospitals; Activity Based Costing and Management; Mathematical Methods; Health Industry

October 2002
Exercise

Luster Paint Corporation, The

By: Janice H. Hammond

Describes a marketing director about to launch a new process for demand forecasting. Provides data that allow students to do a multivariable regression analysis. A rewritten version of an earlier case. View Details

Keywords: Forecasting and Prediction; Analytics and Data Science; Management Practices and Processes; Demand and Consumers; Mathematical Methods

April 2021
Supplement

Buy Online, Pickup in Store: Vice President of Store Operations Supplement

By: Antonio Moreno, Santiago Gallino and Amy Klopfenstein

In April 2019, Sylvarella VP of Store Operations Axley Vega must review an analysis of her department’s sales data to determine the impact of the company’s Buy Online, Pickup in Store (BOPS) program. BOPS implementation created significant problems for the store... View Details

Keywords: Operations; Service Delivery; Logistics; Infrastructure; Distribution Channels; Order Taking and Fulfillment; Analysis; Retail Industry; Apparel and Accessories Industry; United States; Canada

October 2006 (Revised April 2007)
Case

Ayala Corporation

Ayala Corporation is the oldest conglomerate in the Philippines and has been controlled by the Zobel de Ayala family for seven generations. Over the past 25 years, Ayala has evolved from a real estate family business into a highly diversified and professionally managed... View Details

Keywords: Diversification; Family Business; Business Conglomerates; Valuation; Financial Strategy; Public Ownership; Real Estate Industry; Philippines

10 Jun 2015
Research & Ideas

The Transparency Revolution in Corporate Reporting

understand which data is relevant. On average, our study found that only about 20 percent of data in any given industry is material from an investment standpoint. That has huge implications in terms of the... View Details

Keywords: Re: George Serafeim

February 2021
Article

Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning

By: Sooji Ha, Daniel J Marchetto, Sameer Dharur and Omar Isaac Asensio

The transportation sector is a major contributor to greenhouse gas (GHG) emissions and is a driver of adverse health effects globally. Increasingly, government policies have promoted the adoption of electric vehicles (EVs) as a solution to mitigate GHG emissions.... View Details

Keywords: Natural Language Processing; Analytics and Data Science; Environmental Sustainability; Infrastructure; Transportation; Policy

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August 2023 (Revised March 2024)
Case

Arla Foods: Data-Driven Decarbonization (A)

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