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2020
Working Paper

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Eva Ascarza

The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details

Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry

February 2019 (Revised September 2021)
Case

The a2 Milk Company

By: Benjamin C. Esty and Daniel Fisher

The a2 Milk Company (a2MC) became the most valuable company listed on the New Zealand stock exchange in 2018 by capitalizing on a biochemical discovery related to the protein composition of cow's milk. Because many people find the A1 protein difficult to digest, and... View Details

Article

Corporate Culture and Analyst Catering

By: Joseph Pacelli

This study examines the relation between financial institutions’ corporate culture and the quality of analysts’ research services. Using data collected from the Financial Industry Regulatory Authority, I measure the weakness of financial institutions’ corporate culture... View Details

Keywords: Analysts; Corporate Culture; Global Settlement; Financial Institutions; Organizational Culture; Conflict of Interests; Performance; Quality

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January 2019
Case

Data.gov (Abridged)

By: Karim R. Lakhani, Robert D. Austin and Yumi Yi

This case presents the logic and execution underlying the launch of Data.gov, an instantiation of President Obama's initiative for transparency and open government. The process used by Vivek Kundra, the federal CIO, and his team to rapidly develop the website and to... View Details

Keywords: Safety; Rights; Analytics and Data Science; Internet and the Web; Ethics; Cost vs Benefits; Innovation and Management; Information Management; Public Administration Industry; Public Administration Industry; United States

January 2019
Supplement

JPMorgan Chase: Invested in Detroit (C)

By: Joseph L. Bower and Michael Norris

Video Supplement to HBS Case Nos. 918-406 and 918-410.
Beginning in 2014, JPMorgan Chase launched “Invested in Detroit,” a $100 million philanthropic investment in the city over five years. The bank worked with local economic development organizations,... View Details

Keywords: Philanthropic Investment; Banking; Economic Development; Local Economic Development; Workforce Development; Financial Institutions; Corporate Social Responsibility and Impact; Urban Development; Business and Community Relations; Philanthropy and Charitable Giving; Expansion; Banking Industry; United States; Michigan; Detroit

January 2019 (Revised February 2019)
Supplement

The a2 Milk Company

By: Benjamin C. Esty, Daniel Fisher and Greg Saldutte

The a2 Milk Company (a2MC) became the most valuable company listed on the New Zealand stock exchange in 2018 by capitalizing on a biochemical discovery related to the protein composition of cow's milk. Because many people find the A1 protein difficult to digest, and... View Details

January 2019 (Revised July 2019)
Case

New Balance: Managing Orders and Working Conditions

By: Michael W. Toffel, Eileen McNeely and Matthew Preble

New Balance Athletics, Inc., a major U.S.-based athletic footwear and apparel brand, sources most of its footwear products from independent suppliers whose factories are located in China, Indonesia, and Vietnam. Monica Gorman, vice president of responsible leadership... View Details

Keywords: Footwear; Athletic Footwear; Manufacturing; CSR; Sustainability; Quality Management; Supply Chains; Operations; Management; Production; Working Conditions; Corporate Social Responsibility and Impact; Labor and Management Relations; Supply Chain Management; Supply Chain; Order Taking and Fulfillment; Apparel and Accessories Industry; Apparel and Accessories Industry

Article

Oral History and the Business History of Emerging Markets

By: Geoffrey Jones and Rachael Comunale

This article highlights the benefits that rigorous use of oral history can offer to research on the contemporary business history of emerging markets. Oral history can help fill some of the major information voids arising from the absence of a strong tradition of... View Details

Keywords: Oral History; Corruption; Business History; Emerging Markets; Entrepreneurship; Globalization; Business and Government Relations; Government and Politics; Asia; Africa; Latin America

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December 2018 (Revised May 2019)
Case

Bord Bia: Strategically Growing Irish Exports

By: Jose B. Alvarez, Forest L. Reinhardt and Emer Moloney

Agriculture was Ireland’s largest indigenous industry. Its agri-food sector was export driven, with almost 90% of production exported. Bord Bia was the Irish government agency charged with the promotion, trade development, and marketing of the Irish food, drink, and... View Details

2018
Article

What Can Managers Privately Disclose to Investors?

By: Eugene F. Soltes

Regulators have long been aware that differential access to information can undermine the efficiency and fairness of financial markets. In an effort to place investors on equal footing, the Securities and Exchange Commission in 2000 created Regulation Fair Disclosure... View Details

Keywords: Disclosure Regulation; Information; Communication; Business and Shareholder Relations; Governing Rules, Regulations, and Reforms

November 2018 (Revised December 2018)
Case

CalSTRS Takes on Gun Violence

By: Vikram S Gandhi and Caitlin Reimers

In Spring of 2018, Chris Ailman, CIO of the $200 billion pension plan for California public school teachers (CalSTRS) was mandated by his board to “prioritize engagement with makers and retailers of firearms in California” following a series of gun-related tragedies in... View Details

Keywords: Pension Funds; Pension Plan; Asset Allocation; Screening; ESG; Gun Violence; Business and Government Relations; Values and Beliefs; Education Industry; California; United States

November 2018 (Revised January 2019)
Case

Investor Relations Practices at Edwards Lifesciences

By: C. Fritz Foley and F. Katelynn Boland

In January 2017, the senior leadership team at Edwards Lifesciences were preparing for the quarterly earnings call that would cover the fourth quarter of 2016. They faced questions about what types of information they should disclose on the call, as well as during... View Details

Keywords: Investor Relations; Medical Devices; Corporate Disclosure; Decisions; Business and Shareholder Relations; Medical Devices and Supplies Industry; United States

October 2018 (Revised July 2019)
Case

Sidewalk Labs: Privacy in a City Built from the Internet Up

By: Leslie K. John, Mitchell Weiss and Julia Kelley

Email mking@hbs.edu for a courtesy copy.

By the time Dan Doctoroff, CEO of Sidewalk Labs, began hosting a Reddit “Ask Me Anything” session in January 2018, he had only nine months remaining to convince the people... View Details

October 2018 (Revised September 2020)
Case

Testing Autonomy in Pittsburgh

By: Mitchell Weiss and Brittany Urick

Pittsburgh’s mayor had been among the first to welcome self-driving vehicles but was now one of many needing to react after a pedestrian fatality involving an autonomous Uber in Arizona. He had originally preferred to roll out “the red carpet” instead of the “red... View Details

October 2018 (Revised August 2019)
Case

Everybody Knows: Russia and the Election

By: Rawi Abdelal, Rafael Di Tella and Galit Goldstein

Following a contentious presidential race, Donald Trump’s 2016 election destabilized America’s status quo. Academics, journalists, politicians and the public at large examined why Trump had won. Many Americans, inside and outside the government, asserted that a... View Details

Keywords: Strategic Industry; Strategic Alliances (Business); Business And Government; Business And Public Policy; Business And Society; Media Businesses; Media Content; Media Slant; Media Regulation; Internet Of Everything; Government Policy; Politics; Political Campaigns; Political Strategy; Political Turmoil; Government; Government Regulation; Security; International Business; International Relations; National Security; Political Elections; News; Media; Internet and the Web; Rights; Problems and Challenges; Globalization; Business and Community Relations; Business and Government Relations; Government Legislation; Risk and Uncertainty; Cognition and Thinking; Conflict and Resolution; Identity; Civil Society or Community; Culture; Public Opinion; Social Issues; War; Social Media; Public Administration Industry; United States; Russia

October 2018
Case

Shield AI

By: Mitchell Weiss and A.J. Steinlage

Shield AI’s quadcopter – with no pilot and no flight plan – could clear a building and outpace human warfighters by almost five minutes. This was not to say that it was better than the warfighters or would replace their jobs, but it was evidence that autonomous robots... View Details

September 2018 (Revised March 2019)
Teaching Note

Philanthropy and Brand Building: Jeff Vinik and the Tampa Bay Lightning

By: Stephen A. Greyser and Michael Mondello

Teaching Note for HBS No. 919-403, “Philanthropy and Brand-Building: Jeff Vinik and the Tampa Bay Lightning.” Includes objectives, study questions, analysis and discussion points, and teaching plan—covering both traditional brand-building and the role of distinctive... View Details

Keywords: Brands and Branding; Philanthropy and Charitable Giving; Business and Community Relations; Sports Industry; Tampa

September 2018 (Revised March 2019)
Case

Philanthropy and Brand Building: Jeff Vinik and the Tampa Bay Lightning

By: Stephen A. Greyser and Michael Mondello

Owner Jeff Vinik and top management of the NHL Tampa Bay Lightning are reviewing their strategy and progress in achieving their goals of brand-building and community commitment. Strategic philanthropy is unusual in sport. Tampa Bay is historically a non-traditional... View Details

Keywords: Brands and Branding; Philanthropy and Charitable Giving; Business and Community Relations; Sports Industry; Tampa

September 2018
Article

An Exploratory Study of Product Development in Emerging Economies: Evidence from Medical Device Testing in India

By: Budhaditya Gupta and Stefan Thomke

Recent research has studied innovation in emerging economies. However, microlevel product development processes in these economies are relatively unexplored, and the mechanisms by which the emerging economy context might affect such processes are still unclear. In this... View Details

Keywords: India; Product Development; Emerging Markets; Situation or Environment; Medical Devices and Supplies Industry; India

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August 2018 (Revised April 2019)
Case

Fair Value Accounting at Berkshire Hathaway Inc. (A)

By: Jonas Heese, Suraj Srinivasan, Francois Brochet and Christine Johnson

In May 2018, Berkshire Hathaway announced an unprecedented loss of more than $1 billion for the first quarter of 2018. Warren Buffett blamed this loss on the new accounting rules for equity securities which he criticized. In the case ‘Fair Value Accounting at Berkshire... View Details

Keywords: Equity Securities; FASB; Fair Value Accounting; Governing Rules, Regulations, and Reforms; Financial Services Industry

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