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

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Web

Employment Data Trends

Employment Data Trends Employment Data Trends Trends Career Data Internship Data Trends by Industry 2019 2020 2021 2022 2023 Consulting 21% 24%... View Details

11 Aug 2014
News

Politics and Dirty Data

November 2023 (Revised March 2024)
Technical Note

Customer Data Privacy

By: Eva Ascarza and Ta-Wei Huang

This note provides an overview of the evolving landscape of customer data privacy in 2023. It highlights two pivotal aspects that make privacy a central concern for businesses: building and maintaining customer trust and navigating the intricate regulatory... View Details

Keywords: Customer Relationship Management; Governance Compliance; Governing Rules, Regulations, and Reforms; Risk and Uncertainty; Reputation; Trust; Information Management; Retail Industry; Technology Industry; Financial Services Industry; Telecommunications Industry; Europe; United States

December 2017
Teaching Note

Yemeksepeti: Growing and Expanding the Business Model through Data

By: William R. Kerr and Alexis Brownell

Teaching Note for HBS No. 817-095. View Details

Keywords: Turkey; Internet; Online Ordering; Restaurants; Big Data; Entrepreneurship; Analytics and Data Science; Internet and the Web; Growth and Development Strategy; Food and Beverage Industry; Turkey

August 2018 (Revised February 2023)
Case

Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

By: Jill Avery and Ayelet Israeli

As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details

January 2019 (Revised February 2024)
Teaching Note

Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

By: Ayelet Israeli

Teaching Note for HBS No. 519-011. As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a... View Details

April 1991 (Revised May 2017)
Teaching Note

Automatic Data Processing: The EFS Decision

By: Robert Simons

Teaching Note for (9-190-059). View Details

Keywords: Strategy And Execution; Management Control Systems; Boundary Systems; Information Technology; Decision Making

20 May 2022
HBS Conference

Data Science in a Digital World: Methodology, Organization, and Management

March 1998 (Revised October 1999)
Case

Electronic Data Systems (EDS)

By: Rosabeth M. Kanter and Thomas Dretler

Explores a global program of Electronic Data Systems (EDS) called "Global Volunteer Day" and examines the activities and business situation of the company in four countries. Asks students to address whether American values like "volunteerism" can be exported. View Details

Keywords: Cross-Cultural and Cross-Border Issues; Globalized Firms and Management; Corporate Social Responsibility and Impact; Business and Community Relations; Information Technology Industry; United States

Find at Harvard

2017
Working Paper

Management as a Technology?

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen

Are some management practices akin to a technology that can explain firm and national productivity, or do they simply reflect contingent management styles? We collect data on core management practices from over 11,000 firms in 34 countries. We find large cross-country... View Details

Keywords: Management Practices; Productivity; Competition; Management Practices and Processes; Performance Productivity

04 Jun 2024
Research & Ideas

Navigating Consumer Data Privacy in an AI World

Harnessing customer data well is central to any modern business, as is earning consumers’ trust that their information will stay private. With data breaches growing more common, regulations are tightening... View Details

Keywords: by Rachel Layne; Technology; Information Technology

October 2018 (Revised August 2023)
Case

Safecast: Bootstrapping Human Capital to Big Data

By: Ethan Bernstein and Stephanie Marton

On March 11, 2011, at 2:46pm, a 9.1-on-the-Richter-scale, six-minute long earthquake unleashed a tsunami that ravaged the Tohoku region of Japan, damaging the Fukushima Daiichi Nuclear Power facility and releasing sufficient radioactive material into the air and ocean... View Details

2021
Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value

January 2012 (Revised March 2013)
Case

Ctrip: Scientifically Managing Travel Services

By: David A. Garvin and Nancy Hua Dai

Ctrip is a $437 million Chinese on-line travel services company with a scientific, data driven approach to management. The case explores Ctrip's founding and early growth, its expansion into multiple market segments including hotel reservations, air ticketing, leisure... View Details

Keywords: Scientific Management; Data-driven Management; Management; Expansion; Business Growth and Maturation; Market Entry and Exit; Mathematical Methods; Business Processes; Information Management; Travel Industry; China

August 2005 (Revised March 2006)
Exercise

Data Analysis Exercise

By: Frances X. Frei

Keywords: Operations; Service Delivery; Management

2014
Working Paper

The New Empirical Economics of Management

By: Nicholas Bloom, Renata Lemos, Raffaella Sadun, Daniela Scur and John Van Reenen

Over the last decade the World Management Survey (WMS) has collected firm-level management practices data across multiple sectors and countries. We developed the survey to try to explain the large and persistent TFP differences across firms and countries. This review... View Details

Keywords: Management; Organization; Productivity; Management Practices and Processes; Performance Productivity; Microeconomics

December 2021
Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein

In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details

Web

Data - Advancing Racial Equity

race/ethnicity data for U.S. citizens/permanent residents and non-U.S. citizens/non-permanent residents as an aggregate. Staff leadership is defined as all department/unit heads and managers in the 60-64... View Details

October 2002 (Revised February 2003)
Case

Administrative Data Project (A)

By: Lynda M. Applegate and Donald E. Heller

Encourages analysis of the implementation of a large technical infrastructure and process transformation project within a university setting. Enables an instructor to teach change management, leadership, and technical project management skills. View Details

Keywords: Teaching; Change Management; Management Practices and Processes; Transformation; Learning; Competency and Skills; Leadership Development; Non-Governmental Organizations; Education Industry

October 2017
Case

Quantopian: A New Model for Active Management

By: Sara Fleiss, Adi Sunderam, Luis M. Viceira and Caitlin Carmichael

Keywords: Big Data; Hedge Fund; Crowdsourcing; Investment Fund; Quantitative Hedge Fun; Algorithmic Data; Analytics and Data Science

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