Epsilon Data Management - Publications - Faculty & Research - Harvard Business School

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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

Research Summary

Works in Progress

"Hunkering Down and Venturing Out: Network Activation in Response to the Uncertainty of Organizational Restructuring." Under Review. Awarded Best Paper in Organizational Behavior: 2011 Trans-Atlantic... View Details

January 2020
Case

Celata Bioinnovations

By: John R. Wells and Benjamin Weinstock

In December 2019, Jon Hu (HBS ‘19) and Dr. Samantha Dale Strasser, co-founders of Celata Bioinnovations, were raising $1 million to launch their company. They had founded Celata less than six months earlier with the aim of redefining the drug discovery process.... View Details

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

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

Web

Publications - Faculty & Research

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... View Details

July – August 2011
Article

What Factors Drive Analyst Forecasts?

By: Boris Groysberg, Paul Healy, Nitin Nohria and George Serafeim

A firm's competitive environment, its strategic choices, and its internal capabilities are considered important determinants of its future performance. Yet there is little evidence on whether analysts' forecasts of firm performance actually reflect any of these factors... View Details

Keywords: Competition; Forecasting and Prediction; Industry Growth; Judgments; Performance; Valuation; Price; Quality; Innovation and Invention; Organizational Culture; Competency and Skills; Surveys

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August 1993
Case

Applichem (A) (Abridged)

By: Janice H. Hammond and Gary P. Pisano

Applichem manufactures the same chemical product in four plants, each of which is located in a different country. The company has completed a major study comparing the productivity and performance of these plants. Using the data from the study, students must decide... View Details

Keywords: Business or Company Management; Management Practices and Processes; Performance Productivity; Performance Efficiency; Performance Evaluation; Strategy; Judgments; Factories, Labs, and Plants; Business Exit or Shutdown; Chemical Industry

03 Jan 2017
First Look

January 3, 2017

Winter 2017 MIT Sloan Management Review Why Big Data Isn't Enough By: Chai, Sen, and Willy C. Shih Abstract—There is a growing belief that sophisticated algorithms can explore huge databases and find... View Details

Keywords: Carmen Nobel

2022
Working Paper

An Anatomy of Performance Monitoring

By: Achyuta Adhvaryu, Anant Nyshadham and Jorge Tamayo

Performance monitoring is a mainstay management tool in most organizations. Yet we still know little about whether—and why—better monitoring yields better performance in practice. To shed light on these questions, we study the introduction of a performance monitoring... View Details

Keywords: Performance Monitoring; Worker Skills; Skill Depreciation; Managerial Inattention; On-the-job Training; Productivity; Multitasking; Quick Serve Restaurants; Performance Evaluation; Employees; Competency and Skills; Training; Performance Productivity; Management; Information Technology; Food and Beverage Industry; Puerto Rico

29 Jul 2022
Research & Ideas

Will Demand for Women Executives Finally Shrink the Gender Pay Gap?

onto the exec team.” "When there's more scarcity and higher demand, that puts a premium on the type of person and on your willingness to pay." That push for gender diversity in senior management could spell an opportunity for women to... View Details

Keywords: by Kristen Senz

January–February 2025
Article

Why People Resist Embracing AI: The Five Main Obstacles—and How To Overcome Them

By: Julian De Freitas

The success of AI depends not only on its capabilities, which are becoming more advanced each day, but on people’s willingness to harness them. Unfortunately, many people view AI negatively, fearing it will cause job losses, increase the likelihood that their personal... View Details

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June 2021
Article

Short-Termism, Shareholder Payouts, and Investment in the EU

By: Jesse M. Fried and Charles C.Y. Wang

Investor-driven "short-termism" is said to harm EU public firms' ability to invest for the long term, prompting calls for the EU to better insulate managers from shareholder pressure. But the evidence offered—rising levels of repurchases and dividends—is incomplete and... View Details

Keywords: Short-termism; EU; Payout Policy; Innovation; Investment; Corporate Governance; Investment Return; Acquisition; European Union

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August 1988 (Revised December 2000)
Case

Dunkin' Donuts (E): 1988 Distribution Strategies

Dunkin' Donuts is exploring various methods of increasing distribution. Possibilities involving new outlets include area development contracts, subfranchising, regional rollout strategies, and an increase in company owned stores. Possibilities focusing on existing... View Details

Keywords: Expansion; Franchise Ownership; Distribution Channels; Retail Industry; Food and Beverage Industry; United States

Leila Doumi

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

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

January–February 2025
Article

Why People Resist Embracing AI

By: Julian De Freitas

The success of AI depends not only on its capabilities, which are becoming more advanced each day, but on people’s willingness to harness them. Unfortunately, many people view AI negatively, fearing it will cause job losses, increase the likelihood that their personal... View Details

Keywords: AI and Machine Learning; Technology Adoption; Perception

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September 2022
Article

The Impact of Financial Assistance Programs on Health Care Utilization: Evidence from Kaiser Permanente

By: Alyce S. Adams, Raymond Kluender, Neale Mahoney, Jinglin Wang, Francis Wong and Wesley Yin

Most hospitals have financial assistance programs for low-income patients. We use administrative data from Kaiser Permanente to study the effects of financial assistance on health care utilization. Using a regression discontinuity design based on an income threshold... View Details

Keywords: Healthcare; Utilization; Financial Assistance; Health Care and Treatment; Social Issues; Poverty; Health Industry

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2020
Working Paper

Short-Termism, Shareholder Payouts, and Investment in the EU

By: Jesse M. Fried and Charles C.Y. Wang

Investor-driven “short-termism” is said to harm EU public firms' ability to invest for the long term, prompting calls for the EU to better insulate managers from shareholder pressure. But the evidence offered—in the form of rising levels of repurchases and dividends—is... View Details

Keywords: Short-termism; Quarterly Capitalism; EU; Dividends; Equity Issuances; Equity Compensastion; Capital Flows; Capital Distribution; R＆D; Innovation; Investment; Corporate Governance; Investment Return; Acquisition; European Union

May 2019
Article

Marketplace Lending: A New Banking Paradigm?

By: Boris Vallée and Yao Zeng

Marketplace lending relies on large-scale loan screening by investors, a major deviation from the traditional banking paradigm. Theoretically, participation of sophisticated investors in marketplace lending improves screening outcomes but also creates adverse... View Details

Keywords: Marketplace Lending; Screening; Sophisticated Investors; Adverse Selection; Financing and Loans; Performance; Information

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