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

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August 2018
Case

Garanti Payment Systems: Digital Transformation Strategy (A)

By: Shelle M. Santana and Esel Çekin

Işıl Akdemir Evlioğlu, executive vice president of marketing at Garanti Payment Systems (GPS), a subsidiary of Garanti Bank, is grappling with three questions. First, should GPS create its own mobile app for credit card customers or leverage the bank’s already... View Details

Research Summary

Overview

By: Katherine B. Coffman

Professor Coffman studies the sources of gender gaps in economically-important contexts. Her work focuses on the role of beliefs: how do stereotypes bias the beliefs that individuals hold about themselves (and others), and how do these biased beliefs shape... View Details

Keywords: Gender; Stereotypes; Diversity Management; Experiments

March 2022
Article

How Much Does Your Boss Make? The Effects of Salary Comparisons

By: Zoë B. Cullen and Ricardo Perez-Truglia

The vast majority of the pay inequality in an organization comes from differences in pay between employees and their bosses. But are employees aware of these pay disparities? Are employees demotivated by this inequality? To address these questions, we conducted a... View Details

Keywords: Salary; Inequality; Managers; Career Concerns; Pay Transparency; Wages; Equality and Inequality; Perception; Behavior

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2015
Chapter

Innovation and Entrepreneurship in Renewable Energy

By: Ramana Nanda, Ken Younge and Lee Fleming

We document three facts related to innovation and entrepreneurship in renewable energy. Using data from the U.S. Patent and Trademark Office, we first show that patenting in renewable energy remains highly concentrated in a few large energy firms. In 2009, the top 20... View Details

Keywords: Entrepreneurial Finance; Entrepreneurial Management; Energy; Finance; Entrepreneurship; Energy Industry

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February 2025
Article

Variation in Batch Ordering of Imaging Tests in the Emergency Department and the Impact on Care Delivery

By: Jacob C. Jameson, Soroush Saghafian, Robert S. Huckman and Nicole Hodgson

Objectives: To examine heterogeneity in physician batch ordering practices and measure the impact of a physician's tendency to batch order imaging tests on patient outcomes and resource utilization.
Study Setting and Design: In this retrospective study, we used... View Details

Keywords: Health Care; Operations Management; Productivity; Health Care and Treatment; Operations; Outcome or Result; Resource Allocation; Health Industry; United States

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2022
Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo

For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details

Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting

Article

Diversity and Team Performance in a Kenyan Organization

By: Benjamin Marx, Vincent Pons and Tavneet Suri

We present the results from a field experiment on team diversity. Individuals working as door-to-door canvassers for a non-profit organization were randomly assigned a teammate, a supervisor, and a list of individuals to canvass. This created random variation within... View Details

Keywords: Ethnic Diversity; Organizational Behavior; Labor Management; Groups and Teams; Diversity; Performance

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February 2013 (Revised March 2013)
Case

Agero: Enhancing Capabilities for Customers

By: Robert Simons and Natalie Kindred

This case illustrates the importance of choosing a primary customer as the basis for organization design. Cross Country Group managers adjusted resource allocation, organization design and performance measures over time to transform Cross Country Group from an... View Details

Keywords: Entrepreneurial Management; Entrepreneurial Gap; Entrepreneurship; Auto Industry; Insurance; Performance Management; Performance Measurement; Performance Measures; Performance Pressure; Decisions; Family Business; Resource Allocation; Organizational Design; Customer Focus and Relationships; Performance Evaluation; Growth and Development Strategy; Service Industry

July 2023 (Revised May 2024)
Case

Vytal: Packaging-as-a-Service

By: George Serafeim, Michael W. Toffel, Lena Duchene and Daniela Beyersdorfer

The Germany-based startup Vytal operated the largest digital-native reusable packaging-as-a-service network globally, having raised nearly €15 million, established a large network of restaurant partners, and prevented the use of millions of single-use take-out food... View Details

February 2017
Teaching Note

Oversight Systems

By: Frank Cespedes

This Teaching Note accompanies the case, set in May 2016, which discusses sales strategy and channel partnerships at Oversight Systems, an early stage software firm that developed analytics for organizations to monitor their data for errors, fraud, and operational... View Details

Keywords: Sales; Sales Strategy; Entrepreneurial Sales; Entrepreneurial Sales And Marketing; Software Sales; Marketing; Marketing Management; Pricing; Salesforce Management; Distribution Channels; Marketing Strategy; Technology Industry; North America

July 2019 (Revised November 2022)
Case

Backstage at Boston Ballet

By: David G. Fubini, Ryan Raffaelli, Begum Agca Okutgen and Julia Kelley

This case asks students to consider how to prioritize goals when placed in a new leadership role. In August 2014, Meredith “Max” Hodges became the youngest Executive Director (ED) in the Boston Ballet’s 51-year history. In her first year, she was able to claim several... View Details

Teaching Interest

Overview

Anil has taught in front of MBA and doctoral students. He was a teaching fellow in "Managing Innovation" (taught by Professor Karim Lakhani) and "Strategies Beyond the Market" (taught by Professor Dennis Yao) as well as in the MBA Analytics program. Anil also... View Details

Keywords: Strategy; Innovation; Technology Strategy; Innovation Management; Entrepreneurship

2016
Working Paper

Pros vs Joes: Agent Pricing Behavior in the Sharing Economy

By: Jun Li, Antonio Moreno and Dennis J. Zhang

One of the major differences between markets that follow a “sharing economy” paradigm and traditional two-sided markets is that the supply side in the sharing economy often includes individual nonprofessional decision makers, in addition to firms and professional... View Details

Keywords: Two-sided Market; Sharing Economy; Behavioral Economics; Revenue Management; Hospitality; Two-Sided Platforms; Price; Behavior; Experience and Expertise

Article

Integrating: A Managerial Practice that Enables Implementation in Fragmented Health Care Environments

By: Michaela J. Kerrissey, Patricia Satterstrom, Nicholas Leydon, Gordon Schiff and Sara J. Singer

How some organizations improve while others remain stagnant is a key question in health care research. This inductive qualitative study examines primary care clinics implementing improvement efforts in order to identify mechanisms that enable implementation despite... View Details

Keywords: Organization And Management Theory; Quality Improvement; Health Care and Treatment; Performance Improvement; Integration; Cooperation

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January 2021 (Revised March 2022)
Case

Arçelik: From a Dealer Network to an Omnichannel Experience

By: Ayelet Israeli and Fares Khrais

Arçelik Turkey, the country’s market leader in household appliances, was at an omnichannel crossroads in January 2020. Arçelik was a B2B player utilizing a dealership network with an umbrella of brands and had one of the largest brick-and-mortar store networks in... View Details

Article

Pricing and Production Flexibility: An Empirical Analysis of the U.S. Automotive Industry

By: Antonio Moreno and Christian Terwiesch

We use a detailed data set from the U.S. auto industry spanning from 2002 to 2009 and a variety of econometric methods to characterize the relationship between the availability of production mix flexibility and firms’ use of responsive pricing. We find that production... View Details

Keywords: Empirical Operations Management; Flexibility; Pricing; Automotive Industry; Production; Price; Management; Analysis; Auto Industry; United States

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2014
Working Paper

The Diseconomies of Queue Pooling: An Empirical Investigation of Emergency Department Length of Stay

By: Hummy Song, Anita L. Tucker and Karen L. Murrell

We conduct an empirical investigation of the impact of queue management on patients' average wait time and length of stay (LOS). Using an Emergency Department's (ED) patient-level data from 2007 to 2010, we find that patients' average wait time and LOS are longer when... View Details

Keywords: Pooling; Queue Management; Strategic Servers; Social Loafing; Empirical Operations; Health Care; Fairness; Management Practices and Processes; Service Delivery; Health Care and Treatment; Health Industry

October 2014 (Revised June 2016)
Case

MasterCard: Driving Financial Inclusion

By: Sunil Gupta, Rajiv Lal and Natalie Kindred

MasterCard CEO Ajay Banga was investing significant time and attention to increase financial inclusion among individuals with historically no access to banking or financial services in countries around the world with large underserved populations. The effort included... View Details

Keywords: Marketing; Financial Services; Financial And Social Return; Financial Inclusion; Strategic Management; South Africa; Nigeria; Ajay Banga; Marketing Strategy; Social Marketing; Financial Services Industry; Banking Industry; South Africa; Nigeria

May 2016 (Revised April 2018)
Case

Building the Digital Manufacturing Enterprise of the Future at Siemens

This case describes the motivation for and the development of Siemens' digital manufacturing enterprise vision, which became the foundation for its implementation of Industrie 4.0. While the effort started with a purely defensive move by Anton Huber, head of the... View Details

Article

Organizational Innovation in the Multinational Enterprise: Internalization Theory and Business History

By: Teresa da Silva Lopes, Mark Casson and Geoffrey Jones

This article engages in a methodological experiment by using historical evidence to challenge a common misperception about internalization theory. The theory has often been criticized for maintaining that it assumes a hierarchically organized MNE based on knowledge... View Details

Keywords: Internalization; Multinational Strategy; Business History; Organization And Management Theory; Globalization; Entrepreneurship; Governance; History; Organizations; Theory; Africa; Asia; Europe; Latin America; North and Central America

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