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- November 2023
- Case
Open Source Machine Learning at Google
Set in early 2023, the case exposes students to the challenges of managing open source software at Google. The case focuses on the challenges for Alex Spinelli, Vice President of Product Management for Core Machine Learning. He must set priorities for Google’s efforts...
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Keywords:
Decision Choices and Conditions;
Technological Innovation;
Open Source Distribution;
Strategy;
AI and Machine Learning;
Applications and Software;
Technology Industry;
United States
Greenstein, Shane, Martin Wattenberg, Fernanda B. Viégas, Daniel Yue, and James Barnett. "Open Source Machine Learning at Google." Harvard Business School Case 624-015, November 2023.
- August 2023 (Revised March 2024)
- Case
Raya Partners: Profitability and Purpose
By: Arthur Segel, Ephraim Mernick and Olivia Barba
Raya Partners, a private equity firm, faces a crucial decision regarding Asa Specialty Coatings Company (ASCC). The dilemma involves shifting ASCC's manufacturing operations to Mexico, a move that would boost profitability and reduce emissions but result in significant...
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Keywords:
Factories, Labs, and Plants;
Communication Strategy;
Private Equity;
Job Cuts and Outsourcing;
Corporate Social Responsibility and Impact;
Mexico;
Vermont
Segel, Arthur, Ephraim Mernick, and Olivia Barba. "Raya Partners: Profitability and Purpose." Harvard Business School Case 224-014, August 2023. (Revised March 2024.)
- February 18, 2022
- Article
Transparency as a Solution for COVID-19 Related Hospital Capacity Issues
By: Regina E. Herzlinger and Richard Boxer
In the initial phases of the COVID-19 pandemic, many U.S. hospitals could not provide an adequate supply of beds to meet demand. Solving the problem of hospital bed capacity is of great importance in the “new normal,” which requires recognizing that SARS-CoV-2 is but...
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Keywords:
COVID;
COVID-19 Pandemic;
Health Care;
Health Care Demand;
Health Care Delivery;
Health Care Industry;
Health Care Operations;
Health Care Policy;
Transparency;
Hospital;
Hospital Management;
Hospitals;
Health Pandemics;
Health Care and Treatment;
Service Delivery;
Operations;
Performance Capacity;
Policy;
Health Industry
Herzlinger, Regina E., and Richard Boxer. "Transparency as a Solution for COVID-19 Related Hospital Capacity Issues." Health Affairs Forefront (February 18, 2022).
- 2021
- Working Paper
The Changing Role of Business in Society
Business interaction with the U.S. government, historically based on securing industry or company special interests at the expense of the public good, has enabled and furthered government dysfunction. Gridlock within the American political system has precluded the...
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Keywords:
Politics;
Shared Value;
Social Progress Index;
Competitiveness;
Walmart;
BlackRock;
ESG (Environmental, Social, Governance) Performance;
ESG;
Transparency;
Campaign Contributions;
Campaign Finance;
Lobbying;
Revolving Door;
Political Ideology;
Political Parties;
Political Partisanship;
Government And Business;
Government Innovation;
Elections;
Democracy;
Capitalism;
Stakeholder Capitalism;
Shareholder Engagement;
Competition;
Strategy;
Government and Politics;
Society;
Social Issues;
Human Needs;
Wealth and Poverty;
Business and Community Relations;
Business and Government Relations;
Corporate Accountability;
Financial Services Industry;
Banking Industry;
United States
Porter, Michael E. "The Changing Role of Business in Society." Working Paper, July 2021.
- July–August 2021
- Article
Surfacing the Submerged State: Operational Transparency Increases Trust in and Engagement with Government
By: Ryan W. Buell, Ethan Porter and Michael I. Norton
Problem definition: As trust in government reaches historic lows, frustration with government performance approaches record highs.
Academic/practical relevance: We propose that in co-productive settings like government services, peoples’ trust and...
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Keywords:
Government Services;
Behavioral Operations;
Operational Transparency;
Government Administration;
Service Operations;
Programs;
Perception;
Attitudes;
Behavior;
Trust
Buell, Ryan W., Ethan Porter, and Michael I. Norton. "Surfacing the Submerged State: Operational Transparency Increases Trust in and Engagement with Government." Manufacturing & Service Operations Management 23, no. 4 (July–August 2021): 781–802.
- March 2021
- Article
Last Place Aversion in Queues
By: Ryan W. Buell
This paper documents the effects of last place aversion in queues and its implications for customer experiences and behaviors as well as for operating performance. An observational analysis of customers queuing at a grocery store, and four online studies in which...
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Keywords:
Behavioral Operations;
Queues;
Reference Effects;
Last Place Aversion;
Transparency;
Customers;
Behavior;
Satisfaction;
Service Operations
Buell, Ryan W. "Last Place Aversion in Queues." Management Science 67, no. 3 (March 2021): 1430–1452.
- February 2021
- Article
How Transparency into Internal and External Responsibility Initiatives Influences Consumer Choice
By: Ryan W. Buell and Basak Kalkanci
Amid growing calls for transparency and social and environmental responsibility, companies are employing different strategies to improve consumer perceptions of their brands. Some pursue internal initiatives that reduce their negative social or environmental impacts...
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Keywords:
Sustainable Operations;
Corporate Social Responsibility;
Operational Transparency;
Corporate Social Responsibility and Impact;
Operations;
Environmental Sustainability;
Consumer Behavior;
Perception
Buell, Ryan W., and Basak Kalkanci. "How Transparency into Internal and External Responsibility Initiatives Influences Consumer Choice." Management Science 67, no. 2 (February 2021): 932–950.
- 2020
- Working Paper
Reverse Information Sharing: Reducing Costs in Supply Chains with Yield Uncertainty
By: Pavithra Harsha, Ashish Jagmohan, Retsef Levi, Elisabeth Paulson and Georgia Perakis
Supply uncertainty in produce supply chains presents major challenges to retailers. Supply shortages create frequent disruptions in terms of promised delivery times, quantity and quality delivered. To alleviate these challenges, dual sourcing--a strategy in which...
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Keywords:
Information Sharing;
Yield Uncertainty;
Ration Gaming;
Blockchain;
Supply Chain;
Risk and Uncertainty
Harsha, Pavithra, Ashish Jagmohan, Retsef Levi, Elisabeth Paulson, and Georgia Perakis. "Reverse Information Sharing: Reducing Costs in Supply Chains with Yield Uncertainty." MIT Sloan Research Paper, No. 6172-20, October 2020.
- May 8, 2020
- Article
Lead Your Team Into a Post-Pandemic World
By: Hubert Joly
The unprecedented COVID-19 pandemic has tested leaders, especially as it relates to how they lead their workers. As the crisis goes on, many that the author has spoken with have begun to frame it around three distinct phases: The Shelter-in-Place Phase, the Re-opening...
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Joly, Hubert. "Lead Your Team Into a Post-Pandemic World." Harvard Business Review Digital Articles (May 8, 2020).
- April 2020
- Case
Ment.io: Knowledge Analytics for Team Decision Making
By: Yael Grushka-Cockayne, Jeffrey T. Polzer, Susie L. Ma and Shlomi Pasternak
Ment.io was a software platform that used proprietary data analytics technology to help organizations make informed and transparent decisions based on team input. Ment was born out of founder Joab Rosenberg’s frustration that, while organizations collected ever...
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Keywords:
Decision Making;
Information Technology;
Knowledge;
Knowledge Acquisition;
Knowledge Management;
Operations;
Information Management;
Product;
Product Development;
Entrepreneurship;
Business Startups;
Communications Industry;
Information Industry;
Information Technology Industry;
Web Services Industry;
Middle East;
Israel
Grushka-Cockayne, Yael, Jeffrey T. Polzer, Susie L. Ma, and Shlomi Pasternak. "Ment.io: Knowledge Analytics for Team Decision Making." Harvard Business School Case 420-078, April 2020.
- August 2019
- Teaching Note
Back to the Roots
By: Elizabeth A. Keenan and Leslie K. John
Email mking@hbs.edu for a courtesy copy.
This Teaching Note explains the theory of the case and teaching plan for the case: Back to the Roots HBS case No. 518-073. Back to the Roots (BTTR) is a start-up with a... View Details
This Teaching Note explains the theory of the case and teaching plan for the case: Back to the Roots HBS case No. 518-073. Back to the Roots (BTTR) is a start-up with a... View Details
Keywords:
Organic Food;
Startup;
Crowdfunding;
Sustainability;
Transparency;
Entrepreneurship;
Product Development;
Product Marketing;
Growth and Development Strategy;
Decision Making;
Food;
Food and Beverage Industry
Keenan, Elizabeth A., and Leslie K. John. "Back to the Roots." Harvard Business School Teaching Note 520-028, August 2019. (Email mking@hbs.edu for a courtesy copy.)
- March–April 2019
- Article
Operational Transparency: Make Your Processes Visible to Customers and Your Customers Visible to Employees
By: Ryan W. Buell
Conventional wisdom holds that the more contact an operation has with its customers, the less efficiently it will run. But when customers are partitioned away from the operation, they are less likely to fully understand and appreciate the work going on behind the...
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Keywords:
Operational Transparency;
Customers;
Services;
Operations;
Customer Focus and Relationships;
Employees;
Customer Satisfaction;
Behavior;
Service Industry
Buell, Ryan W. "Operational Transparency: Make Your Processes Visible to Customers and Your Customers Visible to Employees." R1902H. Harvard Business Review 97, no. 4 (March–April 2019): 102–113.
- June 2018 (Revised October 2019)
- Case
Back to the Roots
By: Elizabeth A. Keenan and Leslie K. John
Email mking@hbs.edu for a courtesy copy.
Back to the Roots (BTTR) is a start-up with a social mission to “undo food”—to reconnect people to where their food comes from. In late 2017, Back to the Roots cofounders... View Details
Back to the Roots (BTTR) is a start-up with a social mission to “undo food”—to reconnect people to where their food comes from. In late 2017, Back to the Roots cofounders... View Details
Keywords:
Organic Food;
Startup;
Crowdfunding;
Sustainability;
Transparency;
Entrepreneurship;
Business Startups;
Product Development;
Product Marketing;
Growth and Development Strategy;
Decision Making;
Food;
Food and Beverage Industry
Keenan, Elizabeth A., and Leslie K. John. "Back to the Roots." Harvard Business School Case 518-073, June 2018. (Revised October 2019.) (Email mking@hbs.edu for a courtesy copy.)
- April 2018 (Revised July 2018)
- Case
Maersk: Betting on Blockchain
By: Rajiv Lal and Scott Johnson
In March 2018, international shipping giant Maersk is getting ready to debut a trade digitization platform. Maersk hopes the platform will help streamline global trade since shipping goods internationally is an extraordinarily complicated and inefficient process....
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Keywords:
Maersk;
IBM;
Blockchain;
Shipping;
Shipping Line;
Trade;
Bitcoin;
Digitization;
Container Shipping;
Joint Ventures;
Ship Transportation;
Transportation Networks;
Digital Platforms;
Information Technology;
Technology Adoption;
Applications and Software;
Shipping Industry;
Technology Industry
Lal, Rajiv, and Scott Johnson. "Maersk: Betting on Blockchain." Harvard Business School Case 518-089, April 2018. (Revised July 2018.)
- February 2018
- Case
Infrastructure in Nigeria: Unlocking Pension Fund Investments
By: John Macomber and Pippa Tubman Armerding
The so-called “infrastructure finance gap” was a problem in Nigeria as in many parts of the world. Infrastructure projects like power plants and dams were very large capital investments that could generate long-term consistent cash flows, but their financing and...
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Keywords:
Pension Fund Investing;
Infrastucture;
Power/Energy;
Credit Enhancement;
Infrastructure;
Project Finance;
Investment Funds;
Emerging Markets;
Nigeria;
Africa
Macomber, John, and Pippa Tubman Armerding. "Infrastructure in Nigeria: Unlocking Pension Fund Investments." Harvard Business School Case 218-071, February 2018.
- 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,...
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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
Wang, Charles C.Y., and Kyle Thomas. "New Constructs: Disrupting Fundamental Analysis with Robo-Analysts." Harvard Business School Case 118-068, February 2018. (Revised June 2021.)
- October 2017 (Revised April 2018)
- Case
Improving Worker Safety in the Era of Machine Learning (A)
By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson
Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I...
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Keywords:
Machine Learning;
Policy Implementation;
Empirical Research;
Inspection;
Occupational Safety;
Occupational Health;
Regulation;
Analysis;
Forecasting and Prediction;
Policy;
Operations;
Supply Chain Management;
Safety;
Manufacturing Industry;
Construction Industry;
United States
Toffel, Michael W., Dan Levy, Jose Ramon Morales Arilla, and Matthew S. Johnson. "Improving Worker Safety in the Era of Machine Learning (A)." Harvard Business School Case 618-019, October 2017. (Revised April 2018.)
- September 2017 (Revised June 2019)
- Case
Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China
By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
This case examines the strategic positioning of Dianrong, one of the largest online peer-to-peer (P2P) lending platforms in China, in its attempt to become a foundational player in the expansion of the FinTech sector in Asia. Dianrong had recently announced the...
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Keywords:
Financing and Loans;
Internet and the Web;
Supply Chain;
Finance;
Innovation and Invention;
Competition;
Product Positioning;
Strategy;
Financial Services Industry;
China
Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China." Harvard Business School Case 218-043, September 2017. (Revised June 2019.)
- June 2017
- Article
Creating Reciprocal Value Through Operational Transparency
By: Ryan W. Buell, Tami Kim and Chia-Jung Tsay
We investigate whether organizations can create value by introducing visual transparency between consumers and producers. Although operational transparency has been shown to improve consumer perceptions of service value, existing theory posits that increased contact...
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Keywords:
Operational Transparency;
Service Management;
Production Management;
Organizational Performance;
Behavioral Operations;
Service Operations;
Service Delivery;
Consumer Behavior;
Labor;
Organizational Design;
Operations;
Service Industry;
United States;
Kenya
Buell, Ryan W., Tami Kim, and Chia-Jung Tsay. "Creating Reciprocal Value Through Operational Transparency." Management Science 63, no. 6 (June 2017): 1673–1695.
- March 2016
- Supplement
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...
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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
Bernstein, Ethan, and Ryan W. Buell. "Trouble at Tessei." Harvard Business School Multimedia/Video Supplement 616-706, March 2016.