Publications

25 Aug 2022
News

Up on the Corner

issues in West Baltimore that fall at the intersection of architecture, politics, and social justice. “Housing supply has not kept up with soaring demand and with the World Bank View Details

Keywords: Alexander Gelfand; photographed by Melissa Golden; Real Estate

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

May 1998 (Revised May 2001)
Case

Merchandising at Nine West Retail Stores

By: Ananth Raman and Colin S Welch

Describes the merchandising decision process (organization, structure, and incentives) at Nine West retail stores, a large footwear retailer in the United States. Also describes changes currently occurring at Nine West and thus provides a context in which students can... View Details

Keywords: Organizational Structure; Situation or Environment; Motivation and Incentives; Decision Making; Change; Budgets and Budgeting; Forecasting and Prediction; Brands and Branding; Marketing Strategy; Product Marketing; Apparel and Accessories Industry; Apparel and Accessories Industry; United States

October 2023
Article

Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA

By: Matthew S. Johnson, David I. Levine and Michael W. Toffel

We study how a regulator can best target inspections. Our case study is a U.S. Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years.... View Details

Keywords: Safety Regulations; Regulations; Regulatory Enforcement; Machine Learning Models; Safety; Operations; Service Operations; Production; Forecasting and Prediction; Decisions; United States

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April 1998
Case

X-IT Products, LLC

By: Marco Iansiti, Myra M. Hart and Barbara Feinberg

Two entrepreneurs, Andrew Ive and Aldo DiBerlardino, are poised to launch their first product. The decisions they make will have a crucial impact on the future of their company. View Details

Keywords: Forecasting and Prediction; Entrepreneurship; Product Launch; Outcome or Result

August 2018 (Revised September 2018)
Supplement

LendingClub (B): Decision Trees & Random Forests

By: Srikant M. Datar and Caitlin N. Bowler

This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
... View Details

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

2010
Working Paper

A New Model of Leadership (PDF File of Keynote Slides)

By: Michael C. Jensen and Allan L. Scherr

In this paper we provide a new definition of leadership that gives organizations and individuals access to new power, performance and accomplishment. In our model leadership consists of four critical elements The creation of a vision for the future that represents a... View Details

Keywords: Forecasting and Prediction; Knowledge Dissemination; Leadership; Goals and Objectives; System

9 AM – 10 AM EDT, 20 Mar 2019
HBS Online

HBS Online Business Analytics

Develop a data mindset and the analytical skills to interpret and communicate data. This course will demystify data analysis and equip you with concrete skills to apply in your work or further studies. Program Dates: March 20, 2019 - May 15, 2019 View Details

March 1996
Case

African Communications Group

Describes the opportunities that confront the African Communications Group, an entrepreneurial organization that plans to introduce a wireless pay-phone system in Tanzania. Provides a foundation for the analysis of value creation and of value capture. The possibility... View Details

Keywords: Value Creation; Competition; Entrepreneurship; Forecasting and Prediction; Wireless Technology; Telecommunications Industry; Tanzania

Person Page

Course Development

By: Debora L. Spar

Managing International Trade and Investment

Despite the ease with which it is often conducted, doing business across borders is not the same as doing it at home. Rather, it entails a whole new set of managerial challenges: re-assessing competitive... View Details

January 2000 (Revised February 2007)
Case

Asia Renal Care

Presents a business plan for a start-up company focused on building a network of high-quality dialysis centers in the Asia-Pacific region. Includes a detailed financial forecast. An executable spreadsheet is available by contacting HBSP Customer Service at... View Details

Keywords: Business Plan; Forecasting and Prediction; Business Startups; Financial Strategy; Medical Devices and Supplies Industry; Asia

2023
Working Paper

Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness

By: Neil Menghani, Edward McFowland III and Daniel B. Neill

In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false... View Details

Keywords: AI and Machine Learning; Forecasting and Prediction; Prejudice and Bias

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Web

2024 Reunion Presentations - Alumni

structure, and are more vulnerable to swings in commodity markets and government policies. Set in December 2023, the case finds TPG considering the future for Monolith, a Rise Climate portfolio company with... View Details

02 Jun 2010
First Look

First Look: June 2

stick with practicing medicine. This essay argues that physicians currently in practice could be equipped over time with the management skill necessary to develop and implement new models of primary care. A Choice View Details

Keywords: Martha Lagace

April 2023
Article

Performance on Patient Experience Measures of Former Chief Medical Residents as Physician Exemplars Chosen by the Profession

By: Lucy Chen and J. Michael McWilliams

OBJECTIVE To compare care for patients of primary care physicians (PCPs) who were former chiefs with care for patients of nonchief PCPs.

DESIGN, SETTING, AND PARTICIPANTS Using 2010 to 2018 Medicare Fee-For-Service Consumer Assessment of Healthcare... View Details

Keywords: Performance Evaluation; Forecasting and Prediction; Knowledge Use and Leverage; Competency and Skills; Surveys; Health Industry

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October 1990 (Revised May 1994)
Case

Confederated Pulp & Paper

By: David E. Bell

A rewritten version of an old case that updates the dates and prices and simplifies the economics. The issue is still one of determining a suitable inventory of wood for the mill to last through the winter. View Details

Keywords: History; Supply Chain Management; Spending; Forecasting and Prediction; Economic Growth; Information Management; Pulp and Paper Industry