Publications

December 2017 (Revised January 2018)
Case

Alltech

By: David E. Bell and Natalie Kindred

Alltech was a Lexington, Kentucky–based producer of supplements for animal feed, with revenues of over $2 billion (projected to reach $3 billion in 2018), sales in 120 countries, 5,000 employees, and 100 manufacturing plants worldwide. For nearly four decades, Alltech... View Details

November 2017
Case

Passion and Strategy: Novozymes' Embrace of the UN Sustainable Development Goals

By: Andy Zelleke and Emilie Billaud

This case explores the sustainability efforts at Novozymes, the world's largest and oldest producer of industrial enzymes. In 2015, the Danish company became the world’s first company known to have crafted a new corporate strategy based on the United Nations... View Details

Keywords: Corporate Governance; Transformation; Environmental Sustainability; Corporate Social Responsibility and Impact; Mission and Purpose; Business and Shareholder Relations; Business and Stakeholder Relations; Business Strategy; Organizational Culture; Organizational Change and Adaptation; Biotechnology Industry; Europe; Denmark

October 2017 (Revised July 2018)
Case

Data Science at Target

By: Srikant M. Datar and Caitlin N. Bowler

Paritosh Desai joined Target.com in 2013 as VP of Business Intelligence, Analytics & Testing to explore how the retailer could use its relatively small but thriving e-commerce arm to drive sales and win customers. The case explores the technological and organizational... View Details

Keywords: Data Science; Analytics and Data Science; Organizational Change and Adaptation; Competitive Strategy; Problems and Challenges; Innovation Leadership

August 2017 (Revised December 2018)
Case

Tamarin App: Natural Language Processing

By: Srikant M. Datar and Caitlin N. Bowler

In this case, students explore the challenges of using sentiment analysis to monitor and understand public perception around a software application, Tamarin SEO App. Technical topics include building a filtering classifier using naive Bayes and sentiment analysis This... View Details

Keywords: Data Science; Branding; Data Analytics; Analytics and Data Science; Brands and Branding; Analysis; Perception; Planning

August 18, 2017
Other Article

How the U.S. Navy Is Responding to Climate Change

By: Forest Reinhardt and Michael W. Toffel

We talk about how a giant, global enterprise that operates and owns assets at sea level is fighting climate change—and adapting to it. We discuss what the private sector can learn from the U.S. Navy’s scientific and sober view of the world. We are also the authors of... View Details

Keywords: Environmental Sustainability; Leadership; Strategic Planning; Problems and Challenges; Operations; Logistics

August 2017 (Revised August 2018)
Case

Busbud: Building a Data Company

By: Srikant M. Datar, Alistair Croll and Caitlin N. Bowler

The case features the work of LP Maurice (HBS '08) as he decides to take on the fragmented bus travel industry and launch an online business that aggregates and shares bus schedules for routes around the world. His first challenge: finding that the data he needs is... View Details

Keywords: Data Science; Analytics and Data Science; Business Startups; Knowledge Acquisition; Customers; Measurement and Metrics; Transportation Industry

August 2017 (Revised August 2018)
Case

The Oakland Athletics: Strategy & Metrics for a Budget

By: Srikant M. Datar and Caitlin N. Bowler

This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his... View Details

Keywords: Data Analysis; Metrics; Data Science; Analytics and Data Science; Analysis; Measurement and Metrics; Competitive Strategy; Organizational Culture; Sports Industry

2017
Book

Profits and Sustainability: A History of Green Entrepreneurship

By: Geoffrey Jones

This book explores whether profits and environmental sustainability are compatible through the lens of a global history of green entrepreneurship between the nineteenth century and today. It tells the story of the extraordinary and often eccentric men and women who... View Details

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2017
Mimeo

Science for Society: Science and Technology Based Social Entrepreneurship

By: Tarun Khanna, Shashank Shah and Kundan Madireddy

This publication is an outcome of the team's research, engagement and interactions with over 25 science and technology-based social enterprises in India. It provides details on the research process, insightful outcomes and innovative impact.
Throughout the... View Details

Keywords: Social Entrepreneurship; Science-Based Business; Information Technology; Business and Community Relations; India

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May 2017
Teaching Plan

Neurotrack and the Alzheimer's Puzzle

By: Richard G. Hamermesh and Carin-Isabel Knoop

Teaching Note for HBS No. 816-072. View Details

Keywords: Health Care; Alzheimer's Disease; Career Path; Life Science Business

March 2017 (Revised February 2025)
Case

Edwin Land: The Art and Science of Innovation

By: Tom Nicholas, Christopher T. Stanton and Matthew G. Preble

Throughout the second half of the 20th century, Polaroid first invented—and then continuously reinvented—the field of instant photography. Under the leadership of its mercurial founder Edwin Land, the company regularly released new instant cameras and films, often... View Details

Keywords: Instant Photography; Company History; Change Management; Disruption; Forecasting and Prediction; Entrepreneurship; Business History; Innovation Strategy; Disruptive Innovation; Innovation and Management; Intellectual Property; Patents; Product Marketing; Brands and Branding; Product Launch; Product Development; Chemical Industry; Consumer Products Industry; United States

March 2017
Case

SEAS and HBS in Allston

By: Thomas R. Eisenmann and Kerry Herman

The case describes opportunities for and barriers to collaboration between the Harvard School of Engineering and Applied Sciences (SEAS) and Harvard Business School as SEAS prepares to move two-thirds of its faculty and classes to a new campus in Allston, 1.5 miles... View Details

Keywords: Business Education; Engineering; Strategy; Partners and Partnerships; Change Management; Education Industry; United States

February 2017 (Revised August 2018)
Case

Sarah Powers at Automated Precision Products

By: Jeffrey T. Polzer, Michael Norris, Julia Kelley and Kristina Tobio

In 2017, Sarah Powers, VP of Sales at an automation hardware firm, is trying to understand why some members of her sales team have been underperforming. She is tasked with analyzing her firm’s email and calendar data to try to find relationships between communications... View Details

Keywords: People Analytics; Sales Attainment; Communication Networks; Data; Human Resources; Business Processes; Sales; Communication; Analytics and Data Science; Analysis; Industrial Products Industry; Manufacturing Industry; United States

February 2017
Case

Yemeksepeti: Growing and Expanding the Business Model through Data

By: William R. Kerr, Gamze Yucaoglu and Eren Kuzucu

In October 2016, Nevzat Aydin, co-founder and CEO of Yemeksepeti, the Turkish online food-ordering company, was looking over the company's quarterly results and projections for the upcoming year with his management team. It had been almost a year and a half since Aydin... View Details

February 2017 (Revised June 2017)
Case

ExxonMobil: Business as Usual? (A)

By: George Serafeim, Shiva Rajgopal and David Freiberg

Climate change was becoming an important societal and business issue as more governments were introducing climate change related regulations and investors became increasibly worried about stranded assets within oil and gas firms. In September 2016, the U.S. Securities... View Details

Keywords: Oil ＆ Gas; Oil Prices; Oil Companies; Asset Impairment; Predictive Analytics; Sustainability; Environmental Impact; Innovation; Disclosure; Accounting; Valuation; Climate Change; Renewable Energy; Environmental Sustainability; Financial Reporting; Energy Industry

January 2017 (Revised August 2017)
Case

Weathernews

By: Karim R. Lakhani and Akiko Kanno

Tomohiro Ishibashi (Bashi), chief executive officer for B to S, and Julia Foote LeStage, chief innovation officer of Weathernews Inc., were addressing a panel at the HBS Digital Summit on creative uses of big data. They told the summit attendees about how the Sakura... View Details

Keywords: Crowdsourcing; Operations; Globalization; Weather; Forecasting and Prediction; Global Strategy

Winter 2017
Article

Why Big Data Isn't Enough

By: Sen Chai and Willy C. Shih

There is a growing belief that sophisticated algorithms can explore huge databases and find relationships independent of any preconceived hypotheses. But in businesses that involve scientific research and technological innovation, this approach is misguided and... View Details

Keywords: Big Data; Science-based; Science; Scientific Research; Data Analytics; Data Science; Data-driven Management; Data Scientists; Technological Innovation; Analytics and Data Science; Mathematical Methods; Theory

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December 2016
Case

SEAS in 2016

By: Thomas R. Eisenmann and Kerry Herman

The case explores opportunities and challenges facing the Harvard School of Engineering and Applied Sciences as it 1) grapples with rapid undergraduate enrollment growth and its smaller scale relative to other top engineering schools and 2) prepares to move two-thirds... View Details

Keywords: Business Education; Engineering; Strategy; Partners and Partnerships; Change Management; Education Industry; United States

November 2016 (Revised November 2016)
Case

Radial Analytics Probes Post-Acute Care

By: Richard G. Hamermesh and Olivia Hull

Thaddeus Fulford-Jones and Eric Weiss, founders of healthcare technology startup Radial Analytics, have been busy developing a software program designed to save hospitals money and improve patient outcomes by producing customized care plans for patients leaving the... View Details

Keywords: Electronic Medical Records; Electronic Health Records; Data Science; Entrepreneurship; Health Care and Treatment; Business Model; Business Startups; Innovation and Invention; Growth Management; Marketing Strategy; Product Launch; Product Positioning; Science-Based Business; Business Strategy; Health Industry; Technology Industry; Cambridge; Massachusetts