Publications

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August 2018 (Revised September 2018)
Supplement

LendingClub (C): Gradient Boosting & Payoff Matrix

By: Srikant M. Datar and Caitlin N. Bowler

This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default... View Details

Keywords: Data Analytics; Data Science; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction

Article

Quantile Evaluation, Sensitivity to Bracketing, and Sharing Business Payoffs

By: Y. Grushka-Cockayne, K. C. Lichtendahl, V.R.R. Jose and R.L. Winkler

From forecasting competitions to conditional value-at-risk requirements, the use of multiple quantile assessments is growing in practice. To evaluate them, we use a rule from the general class of proper scoring rules for a forecaster’s multiple quantiles of a single... View Details

Keywords: Forecast; Aggregation; Operations; Forecasting and Prediction; Mathematical Methods

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March 2015 (Revised May 2018)
Case

JPMorgan Chase: Tapping an Overlooked Talent Pool

By: Boris Groysberg and Katherine Connolly

By the spring of 2014, the pilot had come to an end for JPMorgan Chase's ReEntry Program, a program designed for women coming back to the workforce after a period of time away. Mary Callahan Erdoes, CEO of Asset Management, and her team had to evaluate whether or not... View Details

Keywords: Women; Training; Leadership; Motherhood; Talent and Talent Management; Experience and Expertise; Diversity; Gender; Knowledge Use and Leverage; Human Capital; Management Practices and Processes; Organizational Culture; Programs; Financial Services Industry; United States

September 2014 (Revised September 2015)
Case

Doing Business in Morocco

By: Jill Avery, Tonia Junker and Daniela Beyersdorfer

This case examines the challenges and opportunities of doing business in Morocco. It highlights Morocco's ongoing economic transformation in the decades leading up to 2014 in the context of its historical, political, and cultural background. The case summarizes some of... View Details

Keywords: Emerging Market; Emerging Economies; Africa; Global Strategy; Operations Management; Development Economics; Geographic Scope; Globalization; Business History; Emerging Markets; Market Entry and Exit; Operations; Strategy; Auto Industry; Africa; Morocco

May 2009 (Revised June 2011)
Case

Going to the Oracle: Goldman Sachs, September 2008

By: Clayton S. Rose and David Lane

On September 23, 2008, in the midst of an historic crisis in the U.S. financial markets, Warren Buffet's Berkshire Hathaway invested $5 billion in Goldman Sachs. Goldman CEO, Lloyd Blankfein, said: "We are pleased that given our longstanding relationship, Warren... View Details

Keywords: Decision Choices and Conditions; Financial Crisis; Capital Structure; Financial Liquidity; Financial Markets; Investment; Performance Capacity; Financial Services Industry; United States

June 2007
Article

Does Employment Protection Reduce Productivity? Evidence from U.S. States

By: David H Autor, William R. Kerr and Adriana D. Kugler

Theory predicts that mandated employment protections may reduce productivity by distorting production choices. Firms facing (non-Coasean) worker dismissal costs will curtail hiring below efficient levels and retain unproductive workers, both of which should affect... View Details

Keywords: Theory; Production; Selection and Staffing; Cost; Employment; Capital; Performance Productivity; United States

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11 Feb 2025
HBS Seminar

Brett Hollenbeck, University of California, Los Angeles

Web

Accounting & Management Curriculum - Faculty & Research

statements and accounting reports. Familiarity with how modern accounting and control theory is used in evaluating economic conditions and making organizational decisions. MBA Elective Curriculum (SECOND YEAR) Course Title Faculty Name... View Details

23 Jan 2023
Research & Ideas

After High-Profile Failures, Can Investors Still Trust Credit Ratings?

analysts put their initial opinions through additional levels of scrutiny, in which they evaluate more qualitative information from sources such as interviews with management, suppliers, and partners, and an in-depth review of underlying... View Details

Keywords: by Ben Rand

December 2018
Case

Bata versus Relaxo—Analyzing Performance

By: Suraj Srinivasan, Iris Leung and Quinn Pitcher

Set in 2016, “Bata India versus Relaxo—Analyzing Performance” compares the strategies and financial performance of two Indian footwear companies. Bata India had long been the market leader in footwear in India, but its leading market position was being challenged by... View Details

Keywords: Finance; Strategy; Operations; Performance Evaluation; Financial Statements; Analysis; Apparel and Accessories Industry

23 Aug 2022
Cold Call Podcast

Management Lessons from the Sinking of the SS El Faro

Keywords: Re: Joseph B. Fuller; Shipping

18 Oct 2023
News

Spreading the Words

Shafiq Khan (MBA 1982) loves to solve problems. It’s what attracted him to the case study method at HBS and, after graduation, to consulting at Booz, Allen & Hamilton. Then, at United Airlines, Khan encountered another challenge: The company was spending one-sixth of... View Details

Keywords: April White

Web

Develop Your Career Vision - Alumni

need to be attended to, in order to feel fulfilled and truly successful. Career criteria create focus and clarity. When you have an explicit awareness of your own career criteria, you know what to look for in multiple alternative career paths. You can View Details

TeachingInterests

Marketing Models Doctoral Seminar

This course is a doctoral level course on Quantitative Marketing. We will cover methodological as well as substantive topics this semester. Methodological topics include: Choice models, Entry and Exit models, Dynamic structural models, Bayesian estimation methods... View Details

TeachingInterests

Managing International Trade and Investment

By: Dante Roscini

Managing International Trade and Investment (MITI) is designed for students who expect to engage directly or indirectly in commerce and in strategic or financial investments across national borders. It covers concepts that are relevant to a number of operating and... View Details

June 2024
Case

Aidoc: Building a Hospital-Centric AI Platform

By: Ariel D. Stern and Susan Pinckney

In 2023, Israel-based AI health care company Aidoc evaluated its future. The company, founded in 2016, had grown from commercializing a single AI product for radiologists to a software platform that could detect 20 conditions and immediately notify care teams of... View Details

Article

Robust and Stable Black Box Explanations

By: Himabindu Lakkaraju, Nino Arsov and Osbert Bastani

As machine learning black boxes are increasingly being deployed in real-world applications, there has been a growing interest in developing post hoc explanations that summarize the behaviors of these black boxes. However, existing algorithms for generating such... View Details

Keywords: Machine Learning; Black Box Models; Framework

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November 2020
Case

Wilderness Safaris: Responses to the COVID-19 Crisis

By: James E. Austin, Megan Epler Wood and Herman B. "Dutch" Leonard

This case is an epilogue to “Wilderness Safaris: Impact Investing and Ecotourism Conservation in Africa” (2-321-020), which ends with the emergence of the pandemic in March 2020. The final discussion area for that case can be “What should Wilderness Safari CEO Keith... View Details

Keywords: Communities; COVID-19; Ecotourism; Travel; Travel Industry; Conservation Planning; Reopening; Investor Relations; Project Strategy; Governance; Decision Making; Cash; Health Pandemics; Business and Shareholder Relations; Tourism Industry; Africa

Article

Human Capital and the Future of Work: Implications for Investors and ESG Integration

By: Sakis Kotsantonis and George Serafeim

Human capital development (HCD) is a key consideration for most companies, but only recently have investors focused on understanding the risks and opportunities related to human capital with the emergence of environmental, social, and governance (ESG) investment... View Details

Keywords: Future Of Work; ESG; Employee Engagement; Employee Compensation; Human Capital; Human Resources; Employees; Compensation and Benefits; Wages