Publications

February 2018 (Revised June 2021)
Case

New Constructs: Disrupting Fundamental Analysis with Robo-Analysts

By: Charles C.Y. Wang and Kyle Thomas

This case highlights the business challenges associated with a financial technology firm, New Constructs, that created a technology that can quickly parse complicated public firm financials to paint a clearer economic picture of firms, remove accounting distortions,... View Details

Keywords: Fundamental Analysis; Machine Learning; Robo-analysts; Financial Statements; Financial Reporting; Analysis; Information Technology; Accounting Industry; Financial Services Industry; Information Technology Industry; North America; Tennessee

February 2018 (Revised March 2019)
Case

Sandlands Vineyards

By: Benjamin C. Esty and Gregory Saldutte

Approximately 80% of the wineries in the U.S. break even or lose money. An even greater percentage lose money on an economic basis (i.e., after a charge for the cost of equity). Tegan Passalacqua is a successful, young, Californian winemaker who specializes in making... View Details

2018
Chapter

The Trust Imperative

By: Richard Edelman, Stephen A. Greyser, E. Bruce Harrison and Tom Martin

CHAPTER SUMMARY: Successful relationships depend on trust—trust between spouses, trust between parent and child, trust between enterprises and their stakeholders. This chapter focuses on the factors that build trust in organizations, as well as the forces that can... View Details

Keywords: Trust; Business and Stakeholder Relations; Communication

2019
Working Paper

Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna

We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details

Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance

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January 2018 (Revised January 2020)
Case

People Analytics at McKinsey

By: Jeffrey T. Polzer and Olivia Hull

A private equity–backed fast food chain has hired McKinsey’s new People Analytics group to help it improve performance. As the final client workshop approaches, Associate Partner Alex DiLeonardo ponders the best way to present the team’s findings, especially those that... View Details

Keywords: Talent and Talent Management; Customer Relationship Management; Forecasting and Prediction; Cost Management; Human Resources; Employees; Recruitment; Retention; Selection and Staffing; Measurement and Metrics; Performance; Performance Capacity; Performance Efficiency; Performance Evaluation; Performance Improvement; Consulting Industry; Service Industry

January 2018
Case

Environmental Technology Fund Partners and E-Leather

By: Vikram S. Gandhi and Aldo Sesia

It is 2014 and Environmental Technologies Fund (ETF) Partners, a UK-based venture capital firm, has an opportunity to invest in a privately held UK company that manufactured engineered composition leather extracted from waste leather using an environmentally friendly... View Details

Keywords: Sustainability; Venture Capital; Investment Strategy; Investment; Strategy; Ownership; Valuation; Energy Conservation; Equity; Technological Innovation; Environmental Sustainability; Performance Efficiency; Manufacturing Industry; Financial Services Industry; United Kingdom

January 2018
Technical Note

Business at the Base of the Pyramid: Understanding Impact and Impact Evaluations

By: V. Kasturi Rangan and Tricia Gregg

Unlike financial success, there is no clear consensus regarding how best to define and measure social impact. This HBS Technical Note written for students of the HBS MBA course Business at the Base of the Pyramid (BBOP), offers readers pragmatic perspectives on how the... View Details

Keywords: Developing Countries and Economies; Social Issues; Value Creation; Human Needs; Performance Evaluation

2018
Working Paper

Zig-Zagging Your Way to Transformative Impact

By: V. Kasturi Rangan and Tricia Gregg

Achieving transformative impact has been much discussed by social entrepreneurs, funders, and consultants. These discussions have focused on issues of increasing impact and scale, but often with no clear distinction between the two terms. In order to provide clarity,... View Details

Keywords: Social Entrepreneurship; Performance Efficiency; Growth and Development; Outcome or Result; Strategy

January–February 2018
Article

Some Customers Would Rather Leave Without Saying Goodbye

By: Eva Ascarza, Oded Netzer and Bruce G.S. Hardie

We investigate the increasingly common business setting in which companies face the possibility of both observed and unobserved customer attrition (i.e., “overt” and “silent” churn) in the same pool of customers. This is the case for many online-based services where... View Details

Keywords: Churn; Retention; Attrition; Customer Base Analysis; Hidden Markov Models; Latent Variable Models; Customer Relationship Management; Consumer Behavior

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January–February 2018
Article

The Leader's Guide to Corporate Culture: How to Manage the Eight Critical Elements of Organizational Life

By: Boris Groysberg, Jeremiah Lee, Jesse Price and J. Yo-Jud Cheng

Executives are often confounded by culture, because much of it is anchored in unspoken behaviors, mindsets, and social patterns. But when properly managed, culture can help them achieve change and build organizations that will thrive in even the most trying times. In... View Details

Keywords: Organizational Culture; Performance Effectiveness; Strategy; Organizational Change and Adaptation

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December 2017 (Revised December 2018)
Case

OCP Group

By: Kristin Fabbe, Forest Reinhardt, Natalie Kindred and Alpana Thapar

This case explores the strategy of OCP Group, the 95% state-owned Moroccan firm charged with managing the North African country’s vast reserves of phosphate. Phosphate was one of the most vital macronutrients for plant health, along with nitrogen and potassium, and... View Details

Keywords: OCP; OCP Group; Casablanca; Chemicals; Operations; Transformation; Competitive Strategy; Competitive Advantage; Chemical Industry; Morocco

November 2017 (Revised April 2019)
Case

Summa Equity: Building Purpose-Driven Organizations

By: George Serafeim

In 2015, Reynir Indahl left top Nordic private equity firm Altor Equity Partners to found Summa Equity (Summa). After long contemplation following the financial crisis, Indahl was convinced the financial system was producing negative externalities and that the current... View Details

November 2017 (Revised August 2018)
Case

Fair Value Accounting at Noble Group (A)

By: Siko Sikochi, Suraj Srinivasan and Quinn Pitcher

Noble Group was a large commodities trader based in Hong Kong and listed on the Singapore Stock Exchange. In 2012, Noble shifted its business strategy towards an asset-light model. Under this model, Noble did not own mines or farms to produce commodities but built... View Details

Keywords: Fair Value Accounting; Policy; Goods and Commodities; Contracts; Valuation

November 2017
Case

One Life; One Love (A)

By: Thomas DeLong and Kerry Herman

Katie Hood, CEO of the One Love Foundation (One Love), a group dedicated to the prevention of relationship violence, had grown the organization's base of funding support to $6 million by 2017 and broadened its mandate to include relationships across many demographics.... View Details

Keywords: Start-up; ＂Leading A Foundation＂; Social Enterprise; Business Startups; Growth and Development Strategy; Leadership

Article

Why Every Organization Needs an Augmented Reality Strategy

By: Michael E. Porter and James E. Heppelmann

While the physical world is three-dimensional, most data is trapped on two-dimensional pages and screens. This gulf between the real and digital worlds prevents us from fully exploiting the volumes of information now available to us. Augmented reality (AR), a set of... View Details

Keywords: Technological Innovation; Innovation Strategy; Organizational Change and Adaptation; Performance Effectiveness

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2017
Working Paper

Crime and Violence: Desensitization in Victims to Watching Criminal Events

By: Rafael Di Tella, Lucía Freira, Ramiro H. Gálvez, Ernesto Schargrodsky, Diego Shalom and Mariano Sigman

We study desensitization to crime in a lab experiment by showing footage of criminal acts to a group of subjects, some of whom have been previously victimized. We measure biological markers of stress and behavioral indices of cognitive control before and after treated... View Details

Keywords: Crime; Biological Markers; Experiment; Victimization; Desensitization; Crime and Corruption; Perspective; Attitudes; Behavior

SSRN

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October 2017 (Revised October 2022)
Case

JetBlue: Relevant Sustainability Leadership (A)

By: George Serafeim

In 2017, JetBlue, the airline founded on the mission to “bring humanity back to air travel,” was considering becoming one of the first companies to report its sustainability performance according to the Sustainability Accounting Standards Board (SASB) standards. SASB... View Details

October 2017 (Revised October 2020)
Case

Coaching Makena Lane

By: Ethan Bernstein and Om Lala

Makena Lane has a gift for producing results, even in the challenging retail context of the 2010s, but she also has a knack for “ruffling some feathers” in the process. Recruited to a Fortune 500 grocery and pharmacy retailer after climbing to Associate Principal in... View Details