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Data and Technology | Working Knowledge

27 Aug 2021
News

How Data Literate Is Your Company?

September 2016 (Revised May 2018)
Case

Zurich Insurance: Global Job Structure and Data Analysis

By: Boris Groysberg and Katherine Connolly

Zurich Insurance was undergoing organizational change after implementing five new people practices focused on manager development, diversity and inclusion, job model and data analytics, recruitment, and talent pipeline. The case “Zurich Insurance: Fostering Key People... View Details

Keywords: Managing Change; Organizational Behavior; Organizational Architecture; Organizational Change and Adaptation; Leadership; Human Capital; Change Management; Organizational Structure; Insurance; Organizational Culture; Globalization; Human Resources; Insurance Industry

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16 Nov 2010
Lessons from the Classroom

Data.gov: Matching Government Data with Rapid Innovation

Obama-to move government data to the Web-lead to public benefits much faster? Data.gov, the subject of a new HBS case study, taught for the first time this summer, highlights the potential of raw data to... View Details

Keywords: by Martha Lagace; Technology

2023
Working Paper

Feature Importance Disparities for Data Bias Investigations

By: Peter W. Chang, Leor Fishman and Seth Neel

It is widely held that one cause of downstream bias in classifiers is bias present in the training data. Rectifying such biases may involve context-dependent interventions such as training separate models on subgroups, removing features with bias in the collection... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Prejudice and Bias

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2021
Working Paper

Corporate Environmental Impact: Measurement, Data and Information

By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski

As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable... View Details

Keywords: Environment; Impact; Measurement; Environmental Ratings; Corporate Valuation; Financial Materiality; Sustainability; Environmental Impact; Environmental Strategy; Impact-Weighted Accounts; IWAI; Environmental Sustainability; Corporate Social Responsibility and Impact; Measurement and Metrics; Valuation

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March–April 1979
Article

Managing the Crises in Data Processing

By: R. L. Nolan

Keywords: Management; Data and Data Sets

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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

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November 1989 (Revised November 1999)
Case

Automatic Data Processing: The EFS Decision

By: Robert L. Simons and Hilary Weston

Illustrates how ADP's top management uses formal planning and control systems to establish strategic boundaries for its business units. Top management has developed a detailed list of strategic criteria that ADP managers use to evaluate products and business units, as... View Details

Keywords: Business Units; Strategic Planning; Management Systems; Accounting; Acquisition

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March 1987 (Revised June 1987)
Case

Automatic Data Processing, Inc.: Computer Services

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26 Nov 2012
News

La mine d’or du Big Data

Web

Data - Institute For Strategy And Competitiveness

HBS ISC Resources Resources Video Courses Data Events & Presentations Frameworks News Publications Data Data Resources U.S. Cluster Mapping The Cluster Mapping Project... View Details

21 Jun 2017
News

A New Approach to Safely Sharing Cancer Patients’ Data

December 2011
Article

Data Impediments to Empirical Work on Health Insurance Markets

By: Leemore S. Dafny, David Dranove, Frank Limbrock and Fiona Scott Morton

We compare four datasets that researchers might use to study competition in the health insurance industry. We show that the two datasets most commonly used to estimate market concentration differ considerably from each other (both in levels and in changes over time),... View Details

Keywords: Competition; Analytics and Data Science; Market Participation; Insurance Industry

November 1998
Article

Modeling Large Data Sets in Marketing

By: Sridhar Balasubramanian, Sunil Gupta, Wagner Kamakura and Michel Wedel

Keywords: Analytics and Data Science; Marketing

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11 Oct 2018
News

Baseball’s Billy Beane Shows Companies the Power of Data

Article

Mitigating Bias in Adaptive Data Gathering via Differential Privacy

By: Seth Neel and Aaron Leon Roth

Data that is gathered adaptively—via bandit algorithms, for example—exhibits bias. This is true both when gathering simple numeric valued data—the empirical means kept track of by stochastic bandit algorithms are biased downwards—and when gathering more complicated... View Details

Keywords: Bandit Algorithms; Bias; Analytics and Data Science; Mathematical Methods; Theory

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