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  • All HBS Web  (34,851)
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  • March 2020
  • Article

Diagnosing Missing Always at Random in Multivariate Data

By: Iavor I. Bojinov, Natesh S. Pillai and Donald B. Rubin
Models for analyzing multivariate data sets with missing values require strong, often assessable, assumptions. The most common of these is that the mechanism that created the missing data is ignorable—a twofold assumption dependent on the mode of inference. The first... View Details
Keywords: Missing Data; Diagnostic Tools; Sensitivity Analysis; Hypothesis Testing; Missing At Random; Row Exchangeability; Analytics and Data Science; Mathematical Methods
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Bojinov, Iavor I., Natesh S. Pillai, and Donald B. Rubin. "Diagnosing Missing Always at Random in Multivariate Data." Biometrika 107, no. 1 (March 2020): 246–253.
  • January 2015 (Revised October 2015)
  • Case

Trouble at Tessei

By: Ethan Bernstein and Ryan W. Buell
In 2005, Teruo Yabe is asked to revive Tessei, the 669-person JR-East subsidiary responsible for cleaning its Shinkansen ("bullet") trains. Operational mistakes, customer complaints, safety issues, and employee turnover are at or near all-time highs, even as the... View Details
Keywords: Service Management; Employee Engagement; Employee Motivation; Leadership And Managing People; Quality Improvement; Efficiency; Japan; Operational Transparency; Employee Coordination; Transparency; Leadership; Service Delivery; Service Operations; Employees; Quality; Transportation Industry; Japan
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Bernstein, Ethan, and Ryan W. Buell. "Trouble at Tessei." Harvard Business School Case 615-044, January 2015. (Revised October 2015.)
  • February 2017 (Revised November 2021)
  • Case

Digitalization at Siemens

By: David J. Collis and Tonia Junker
The case discusses the digitalization strategy of Siemens AG, a German-based company operating in manufacturing and electronics. The increasing impact of digital technologies on all of its business units had prompted CEO Joe Kaeser and his team to put digitalization at... View Details
Keywords: Company Management; Digital Technologies; Corporate Strategy; Competition; Information Technology; Information Infrastructure; Manufacturing Industry; Electronics Industry
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Collis, David J., and Tonia Junker. "Digitalization at Siemens." Harvard Business School Case 717-428, February 2017. (Revised November 2021.)
  • September 2018 (Revised August 2021)
  • Teaching Note

Blackstone at Age 30 and Blackstone at 35

By: Josh Lerner
This teaching note is meant to guide in the instruction of HBS No. 316-013 "Blackstone at 30" case. It examines the process of institutionalization and scaling in private equity and alternative investments more generally, looking specifically at how Blackstone's size... View Details
Keywords: Finance; Blackstone; Alternative Assets; Venture Capital; Private Equity; Business Growth and Maturation; Public Ownership; Cost vs Benefits; Financial Services Industry
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Lerner, Josh. "Blackstone at Age 30 and Blackstone at 35." Harvard Business School Teaching Note 819-053, September 2018. (Revised August 2021.)
  • October 2018
  • Case

P-Will at DISCO

By: Ethan Bernstein, Naoko Jinjo and Yuna Sakuma
From the outside, DISCO—a Japan-based manufacturer of precision tools for semiconductor production devices—appeared to be a rather ordinary company that had achieved rather extraordinary success: it had simultaneously achieved 70% global market share, had lifted its... View Details
Keywords: Human Capital; P-Will; DISCO; Semiconductors; Self-Managed Organizations; Governance; Human Resources; Selection and Staffing; Management Practices and Processes; Management Systems; Organizational Structure; Organizational Design; Semiconductor Industry; Japan
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Bernstein, Ethan, Naoko Jinjo, and Yuna Sakuma. "P-Will at DISCO." Harvard Business School Case 419-035, October 2018.
  • April 1999 (Revised December 2003)
  • Case

Al Dunlap at Sunbeam

By: Brian J. Hall, Rakesh Khurana and Carleen Madigan
Al Dunlap was one of the best-known corporate turnaround artists of the 1990s. In 1996, he was hired at Sunbeam to effect a restructuring, but was fired almost two years later when the company's financial performance and stock price began to decline. Many of the... View Details
Keywords: Business and Shareholder Relations; Business and Stakeholder Relations; Restructuring; Stock Shares; Performance Evaluation; Leadership Style; Resignation and Termination; Motivation and Incentives; Executive Compensation; Outcome or Result; Consumer Products Industry; United States
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Hall, Brian J., Rakesh Khurana, and Carleen Madigan. "Al Dunlap at Sunbeam." Harvard Business School Case 899-218, April 1999. (Revised December 2003.)
  • March 2016 (Revised February 2023)
  • Exercise

Advertising Experiments at RestaurantGrades

By: Michael Luca, Weijia Dai and Hyunjin Kim
Advertising Experiments at RestaurantGrades is an exercise in which students are asked to analyze and make a recommendation on the basis of simulated experimental data. The setting is a hypothetical restaurant review company called RestaurantGrades (RG), which shows... View Details
Keywords: Analysis; Digital Marketing
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Luca, Michael, Weijia Dai, and Hyunjin Kim. "Advertising Experiments at RestaurantGrades." Harvard Business School Exercise 916-038, March 2016. (Revised February 2023.)
  • October 2015 (Revised February 2020)
  • Teaching Note

Trouble at Tessei

By: Ethan Bernstein and Ryan Buell
In 2005, Teruo Yabe is asked to revive Tessei, the 669-person JR-East subsidiary responsible for cleaning its Shinkansen ("bullet") trains. Operational mistakes, customer complaints, safety issues, and employee turnover are at or near all-time highs, even as the... View Details
Keywords: Service Management; Employee Engagement; Employee Motivation; Leadership And Managing People; Quality Improvement; Efficiency; Japan; Operational Transparency; Employee Coordination; Transparency; Leadership; Service Delivery; Service Operations; Employees; Quality; Transportation Industry; Japan
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Bernstein, Ethan, and Ryan Buell. "Trouble at Tessei." Harvard Business School Teaching Note 616-031, October 2015. (Revised February 2020.)
  • 24 Jan 2011
  • HBS Case

Terror at the Taj

with Ruth Page and David Habeeb of the HBS Educational Technology Group, Terror at the Taj Bombay: Customer-Centric Leadership documents the bravery and resourcefulness shown by rank-and-file employees during the siege.  Video interviews... View Details
Keywords: by Julia Hanna; Accommodations
  • October 2019
  • Case

Regtech at HSBC

By: Aiyesha Dey, Jonas Heese and James Weber
Mark Cooke, Global Head of Operational Risk, needed to decide between a traditional regulatory control system and a new regtech system to manage non-financial risks. Non-financial risks failures such as money laundering and tax evasion had cost HSBC billions of... View Details
Keywords: Risk Management; Banks and Banking; Collaborative Innovation and Invention; Banking Industry; Information Technology Industry; United Kingdom; United States
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Dey, Aiyesha, Jonas Heese, and James Weber. "Regtech at HSBC." Harvard Business School Case 120-046, October 2019.
  • October 2017 (Revised April 2019)
  • Case

Data Breach at Equifax

By: Suraj Srinivasan, Quinn Pitcher and Jonah S. Goldberg
The case discusses the events leading up to the massive data breach at Equifax, one of the three U.S. credit reporting companies, the organizational and governance issues that contributed to the breach, and the consequences of the breach. The case supplement provides... View Details
Keywords: Safety; Information Management; Cybersecurity; Technology Industry; United States
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Srinivasan, Suraj, Quinn Pitcher, and Jonah S. Goldberg. "Data Breach at Equifax." Harvard Business School Case 118-031, October 2017. (Revised April 2019.)
  • March 2019 (Revised June 2019)
  • Case

Global Sourcing at Nike

By: Nien-hê Hsieh, Michael W. Toffel and Olivia Hull
This case explores the evolution of Nike’s global product sourcing strategy, in particular ongoing efforts to improve working conditions at its suppliers’ factories. When the case opens in July 2018, Vice President of Sourcing Amanda Tucker and her colleagues in Nike’s... View Details
Keywords: Sourcing; Factory Conditions; Trade; Geography; Geographic Scope; Globalized Firms and Management; Corporate Accountability; Corporate Governance; Governance Compliance; Collaborative Innovation and Invention; Innovation Strategy; Labor; Human Capital; Working Conditions; Supply Chain Management; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Labor and Management Relations; Complexity; Sports Industry; Fashion Industry; Oregon; Portland; Asia; North and Central America
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Hsieh, Nien-hê, Michael W. Toffel, and Olivia Hull. "Global Sourcing at Nike." Harvard Business School Case 619-008, March 2019. (Revised June 2019.)
  • July 2016 (Revised January 2019)
  • Case

Cyber Breach at Target

By: Suraj Srinivasan, Lynn S. Paine and Neeraj Goyal
In November and December of 2013, Target Corporation suffered one of the largest cyber breaches to date. The breach that occurred during the busy holiday shopping season resulted in personal and credit card information of approximately 110 million Target customers... View Details
Keywords: Safety; Credit Cards; Customer Relationship Management; Internet and the Web; Governing and Advisory Boards; Crisis Management; Retail Industry
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Srinivasan, Suraj, Lynn S. Paine, and Neeraj Goyal. "Cyber Breach at Target." Harvard Business School Case 117-027, July 2016. (Revised January 2019.)
  • September 2014 (Revised November 2017)
  • Case

Sustainability at IKEA Group

By: V. Kasturi Rangan, Michael W. Toffel, Vincent Dessain and Jerome Lenhardt
By 2014, IKEA Group was the largest home furnishing company, with EUR28.5 billion of sales, and planned to reach EUR50 billion by 2020, mainly from emerging markets. At the same time, IKEA Group had adopted in 2012 a new sustainability strategy that focused the... View Details
Keywords: Furnishing; Sustainability; Supply Chain; Wood; Customer Value and Value Chain; Supply Chain Management; Environmental Sustainability; Growth and Development Strategy; Consumer Products Industry
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Rangan, V. Kasturi, Michael W. Toffel, Vincent Dessain, and Jerome Lenhardt. "Sustainability at IKEA Group." Harvard Business School Case 515-033, September 2014. (Revised November 2017.)
  • March 2020 (Revised August 2020)
  • Case

Culture at Google

By: Nien-hê Hsieh, Amy Klopfenstein and Sarah Mehta
Beginning in 2017, technology (tech) company Google faced a series of employee-relations issues that threatened its unique culture of innovation and open communication. Issues included protests surrounding Google’s contracts with the U.S. government, restrictions of... View Details
Keywords: Human Resources; Employee Relationship Management; Recruitment; Retention; Resignation and Termination; Labor; Working Conditions; Employment; Labor Unions; Wages; Law; Lawsuits and Litigation; Rights; Ethics; Values and Beliefs; Fairness; Organizations; Organizational Culture; Mission and Purpose; Social Psychology; Attitudes; Behavior; Conflict Management; Trust; Motivation and Incentives; Prejudice and Bias; Power and Influence; Information Technology; Internet and the Web; Information Infrastructure; Society; Social Issues; Culture; Civil Society or Community; Demographics; Diversity; Ethnicity; Gender; Race; Technology Industry; North and Central America; United States; California
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Hsieh, Nien-hê, Amy Klopfenstein, and Sarah Mehta. "Culture at Google." Harvard Business School Case 320-050, March 2020. (Revised August 2020.)
  • August 2013 (Revised January 2016)
  • Case

Sustainability at Siemens

By: V. Kasturi Rangan, Amy C. Edmondson, Daniela Beyersdorfer and Emer Moloney
Describes sustainability efforts at Siemens since arrival of Chief Sustainability Officer, Barbara Kux, in 2008. Asks students to evaluate success of those efforts and outline what the company should do going forward. View Details
Keywords: Corporate Sustainability; Energy Efficiency; Organizational Change and Adaptation; Change Management; Supply Chain Management; Corporate Social Responsibility and Impact; Energy Conservation; Environmental Sustainability; Gender; Electronics Industry
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Rangan, V. Kasturi, Amy C. Edmondson, Daniela Beyersdorfer, and Emer Moloney. "Sustainability at Siemens." Harvard Business School Case 514-026, August 2013. (Revised January 2016.)
  • July 2020 (Revised November 2020)
  • Case

Pricing at Netflix

By: Elie Ofek, Marco Bertini, Oded Koenigsberg and Amy Klopfenstein
Since its launch in 1998 as “the Amazon.com of DVDs,” Netflix had evolved from a DVD rental company to a video streaming platform and producer of original films and television shows. As the company matured, it regularly increased prices and adjusted its product... View Details
Keywords: Pricing; Marketing; Marketing Strategy; Entertainment; Film Entertainment; Television Entertainment; Finance; Price; Strategy; Competition; Competitive Strategy; Business Strategy; Adaptation; Information Technology; Internet and the Web; Digital Platforms; Customers; Customer Satisfaction; Customer Value and Value Chain; Entertainment and Recreation Industry; North and Central America; United States
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Ofek, Elie, Marco Bertini, Oded Koenigsberg, and Amy Klopfenstein. "Pricing at Netflix." Harvard Business School Case 521-004, July 2020. (Revised November 2020.)
  • July 2020 (Revised January 2021)
  • Case

Rosalind Fox at John Deere

By: Anthony Mayo and Olivia Hull
Rosalind Fox, the factory manager at John Deere’s Des Moines, Iowa plant, has improved the financial standing of the factory in the three years she’s been at its helm. But employee engagement scores—which measured employees’ satisfaction with working conditions and... View Details
Keywords: Agribusiness; Change Management; Experience and Expertise; Talent and Talent Management; Diversity; Gender; Race; Engineering; Geographic Location; Globalized Markets and Industries; Leadership Development; Leadership Style; Leading Change; Management Style; Management Teams; Organizational Culture; Personal Development and Career; Prejudice and Bias; Power and Influence; Status and Position; Trust; Agriculture and Agribusiness Industry; United States
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Mayo, Anthony, and Olivia Hull. "Rosalind Fox at John Deere." Harvard Business School Case 421-011, July 2020. (Revised January 2021.)
  • November 1989 (Revised November 1991)
  • Case

Transformation at Ford

By: Leonard A. Schlesinger and Richard Pascale
In 1980 Ford was near disaster. The company lost billions of dollars between 1980 and 1982. By 1988 the company had been transformed into one of the most successful corporations in the United States. Describes what happened and then examines how it happened. The major... View Details
Keywords: Organizational Change and Adaptation; Change Management; Success; Transformation; Manufacturing Industry; Auto Industry; United States
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Schlesinger, Leonard A., and Richard Pascale. "Transformation at Ford." Harvard Business School Case 390-083, November 1989. (Revised November 1991.)
  • February 2016 (Revised March 2019)
  • Case

Bankruptcy at Caesars Entertainment

By: Kristin Mugford and David Chan
Caesars Entertainment was a large casino operator in the United States that had been purchased in a 2008 leveraged buyout by Apollo and TPG. In January 2015, Caesars Entertainment Operating Company (CEOC), its largest subsidiary, filed for Chapter 11. This set up a... View Details
Keywords: Gaming; Chapter 11; Fraudulent Conveyance; Apollo; TPG; Bankruptcy; Leveraged Buyouts; Restructuring; Capital Structure; Insolvency and Bankruptcy; Private Equity; Financial Management; Lawsuits and Litigation; Negotiation; Games, Gaming, and Gambling; Entertainment and Recreation Industry; Las Vegas
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Mugford, Kristin, and David Chan. "Bankruptcy at Caesars Entertainment." Harvard Business School Case 216-052, February 2016. (Revised March 2019.)
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