Sequential Decision Making - Publications - Faculty & Research - Harvard Business School

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August 1997
Case

Natural Blends, Inc.

By: H. Kent Bowen, Ramchandran Jaikumar and Karen Krause

Describes the continuous flow process used to generate orange juice concentrate. Production involves several tightly coupled process steps with varying production rates and setup times. Given production constraints and customer requirements, management choices must be... View Details

Keywords: Customer Focus and Relationships; Decisions; Management Analysis, Tools, and Techniques; Product; Performance Capacity; Performance Productivity

November 1991
Case

Magic Johnson: Endorsements ""After""...?

By: Stephen A. Greyser

On Thursday, November 7, 1991, Los Angeles Lakers star Earvin "Magic" Johnson announced his retirement from basketball in the wake of having tested positive for HIV, the virus that causes AIDS. Magic Johnson was one of the most popular figures in sports, both... View Details

Keywords: Marketing Strategy; Value; Sports; Advertising; Alliances; Problems and Challenges; Decision Choices and Conditions; Brands and Branding; Consumer Products Industry; Sports Industry; Entertainment and Recreation Industry

11 Jan 2017
Working Paper Summaries

Populism and the Return of the 'Paranoid Style': Some Evidence and a Simple Model of Demand for Incompetence as Insurance Against Elite Betrayal

Keywords: by Rafael Di Tella and Julio J. Rotemberg

2020
Working Paper

Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion

By: Ryan Allen and Prithwiraj Choudhury

Past research offers mixed perspectives on whether domain experience helps or hurts algorithm-augmented work performance. To reconcile these perspectives, we theorize that domain experience affects algorithm-augmented performance via two distinct countervailing... View Details

Keywords: Automation; Domain Experience; Algorithmic Aversion; Experts; Algorithms; Machine Learning; Decision-making; Future Of Work; Employees; Experience and Expertise; Decision Making; Performance

November 2020 (Revised June 2022)
Case

Community-First Public Safety

By: Mitchell B. Weiss and Sarah Mehta

How many police officer positions to fund? In August 2020, the question facing St. Paul Mayor Melvin Carter, which might have seemed routine to another mayor at another time in another place, was anything but. A pandemic had rendered the city some $19-$34 million short... View Details

Keywords: Race; Law Enforcement; Governance; Decision Making; Safety; Social Issues; Public Administration Industry; United States; Minnesota; Saint Paul

October 2021
Article

Changing Gambling Behavior through Experiential Learning

By: Shawn A. Cole, Martin Abel and Bilal Zia

This paper tests experiential learning as a debiasing tool to reduce gambling in South Africa, through a randomized field experiment. The study implements a simple, interactive game that simulates the odds of winning the national lottery through dice rolling.... View Details

Keywords: Debiasing; Experiential Learning; Behavioral Economics; Financial Education; Learning; Games, Gaming, and Gambling; Behavior; Decision Making

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2014
Working Paper

Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis

By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and David Dreyfus

In this paper, we test a method for visualizing and measuring software portfolio architectures and use our measures to predict the costs of architectural change. Our data is drawn from a biopharmaceutical company, comprising 407 architectural components with 1,157... View Details

Keywords: Design Structure Matrices; Software Architecture; Flexibility; Software Application Portfolio; Complexity; Applications and Software; Forecasting and Prediction

September 2010
Teaching Note

New Heritage Doll Company (Brief Case)

By: Timothy A. Luehrman and Heide Abelli

Teaching Note for 4212. View Details

Keywords: Forecasting; Resource Management; Resource Allocation; Forecasting and Prediction; Capital Budgeting

February 2004 (Revised September 2006)
Case

Finding a Response: Pixar and a Coy Story

Pixar, Inc. is the subject of an article that suggests its share price is currently overvalued. The article is picked up in summary by several wire services. Pixar's management must determine the appropriate public response. Its choices range from ignoring the article,... View Details

Keywords: Media; Animation Entertainment; Decision Making; Film Entertainment; Communication Strategy; Entertainment and Recreation Industry; Media and Broadcasting Industry

March 2018
Teaching Note

Mavi: Fashioning a Path to Brand Growth

By: Jill Avery and Gamze Yucaoglu

Mavi, a leading Turkish apparel retailer, had sales of $419 million in 2015, up 20%. Growth rates like these were becoming routine at Mavi. But, its path to growth was getting more challenging, and Turkven, Mavi’s private equity partner, was planning its exit options... View Details

Keywords: Retailing; Fashion; Brand; Brand Management; Brand Extension; Brand Equity; Private Equity; Marketing; Marketing Strategy; Brands and Branding; Growth and Development Strategy; Decision Choices and Conditions; Retail Industry; Fashion Industry; Turkey; Europe

June 2016
Case

Career at a Crossroad: Akhil and Roopa

By: Noam Wasserman

Akhil Patel is passionate about his business idea: an innovative green technology fuel cell. He wants to dive in and commit to his startup, but Roopa Rao, his fiancee, is much more risk averse, his parents don't approve of the startup, and Akhil has an enticing... View Details

Keywords: Technological Innovation; Opportunities; Decision Choices and Conditions; Business Startups; Green Technology Industry

March 2011 (Revised January 2013)
Teaching Note

ProPublica (TN)

By: Michel Anteby and Ryan Johnson

Teaching Note for #410-140. View Details

Keywords: Markets; Finance; Competency and Skills; Knowledge; Nonprofit Organizations; Resource Allocation; Decision Choices and Conditions; Journalism and News Industry

May 2021 (Revised September 2021)
Case

CPE and SUS Environmental: You've Got to Know When to Hold 'Em

By: Josh Lerner and Franko Jira

In July 2016, Di Yang and Grace Guo of the leading Chinese private equity group CPE faced a dilemma—a happy dilemma, but a challenge nonetheless. CPE’s investment in the waste-to-energy firm SUS Environment had proved to be exceedingly successful. This success had... View Details

Keywords: Decision Choices and Conditions; Private Equity; Financial Liquidity; Investment Return; Growth and Development

August 2011 (Revised November 2015)
Case

CFW Clinics in Kenya: To Profit or Not for Profit

By: V. Kasturi Rangan and Katharine Lee

Ten years after having launched a chain of non-profit health clinics, its founder is now debating the merits of scaling the operation by converting to a for-profit enterprise. View Details

Keywords: Decision Choices and Conditions; Business Model; Social Enterprise; Nonprofit Organizations; Transformation; For-Profit Firms; Health Industry; Kenya

January 27, 2010
Article

Leadership with a Small 'l'

By: Richard Bohmer

What exactly do we mean by leadership in health care? Does it mean to take formal positions in senior leadership teams in hospitals, trusts, health boards, ministries of health, and professional societies-what might be termed leadership with a big "L?" Or does it mean... View Details

Keywords: Decision Choices and Conditions; Leadership; Service Delivery; Service Operations; Organizational Culture; Outcome or Result; Performance Effectiveness; Health Industry

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June 1999 (Revised May 2000)
Case

EndoSonics

EndoSonics is a manufacturer of a sophisticated medical device--a catheter that can take ultrasonic images within the blood vessels of the heart. The company deals with a series of challenges that relate to implementing a difficult technology in the face of a complex... View Details

Keywords: Information Technology; Distribution; Decision Choices and Conditions; Corporate Strategy; Entrepreneurship; Health Care and Treatment; Problems and Challenges; Manufacturing Industry; Medical Devices and Supplies Industry

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September 1995 (Revised October 1995)
Case

Loblaw Companies Limited: Differentiation in the 90s and Beyond

By: Ray A. Goldberg, Thomas N. Urban Jr and Jane L. Wertz

Loblaw wants to develop long-term relationships with its customers and is testing a variety of strategies to do this. View Details

Keywords: Customer Relationship Management; Decision Choices and Conditions; Business or Company Management; Marketing Strategy

03 Dec 2013
News

Cut to the Chase

May 2010
Teaching Note

Offering the Right Service in the Right Place: Growing Orthopedics at the Brigham and Women's/Faulkner (BW/F) Hospitals (TN)

By: V.G. Narayanan and Lisa Brem

Teaching Note for [108016]. View Details

Keywords: Mergers and Acquisitions; Performance Efficiency; Decisions; Competitive Advantage; Service Delivery; Health Industry

March 2009 (Revised July 2009)
Case

KiOR: Catalyzing Clean Energy

By: Ramana Nanda and Toby E. Stuart

Biofuels start-up KiOR was developing a proprietary technology that had the potential to dramatically impact the emerging renewable energy landscape: a process that converted cellulosic biomass into "bio-crude," a hydrocarbon mixture with properties to those of crude... View Details

Keywords: Business Headquarters; Decision Choices and Conditions; Renewable Energy; Entrepreneurship; Geographic Location

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