Publications

January 2025
Technical Note

AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix

By: Tsedal Neeley and Tim Englehart

This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details

Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance

Robert Simons is a Baker Foundation Professor at Harvard Business School. For over 35 years, Simons has taught accounting, management control, and strategy execution courses in both the Harvard MBA and Executive Education Programs. For 2024/25, he is teaching a... View Details

2011
Working Paper

The Architecture of Transaction Networks: A Comparative Analysis of Hierarchy in Two Sectors

By: Jianxi Luo, Carliss Y. Baldwin, Daniel E. Whitney and Christopher L. Magee

Many products are manufactured in networks of firms linked by transactions, but comparatively little is known about how or why such transaction networks differ. This paper investigates the transaction networks of two large sectors in Japan at a single point in time. In... View Details

Keywords: Customer Value and Value Chain; Market Transactions; Networks; Competitive Strategy; Vertical Integration; Auto Industry; Electronics Industry; Japan

17 Jan 2023
In Practice

8 Trends to Watch in 2023

As 2023 begins, businesses and employees face an uncertain economy and labor market, as the twin dilemmas of inflation and interest rates weigh on forecasts. Harvard Business School faculty share the top trends that they believe will shape the workplace and markets... View Details

Keywords: by Avery Forman

October 2005
Case

Wipro Technologies: The Factory Model

Based in Bangalore, Wipro Technologies is a rapidly growing software services company. Wipro is experimenting with a new software service delivery model that draws on the principles of the Toyota production system and "lean" manufacturing. Addresses the advantages and... View Details

Keywords: Job Cuts and Outsourcing; Service Operations; Applications and Software; Standards; Information Technology Industry; Bangalore

2016
Working Paper

The Impact of Supplier Inventory Service Level on Retailer Demand

By: Nathan Craig, Nicole DeHoratius and Ananth Raman

To set inventory service levels, suppliers must understand how changes in inventory service level affect demand. We build on prior research, which uses analytical models and laboratory experiments to study the impact of a supplier's service level on demand from... View Details

Keywords: Customer Satisfaction; Forecasting and Prediction; Learning; Consumer Behavior; Service Delivery; Performance Expectations; Apparel and Accessories Industry; Service Industry

SSRN

Web

Executive Education | Social Enterprise | Harvard Business School

The Program Experience HARVARD BUSINESS SCHOOL Taught by a team of faculty members from HBS and other graduate schools within Harvard University, our open enrollment and custom programs feature a wide range of management cases and... View Details

Web

Faculty & Research - Business & Environment

evaluates a low-cost, customized soil nutrient management advisory service in India. As a methodological contribution, we examine whether and in which settings satellite measurements may be effective at... View Details

Web

2023 Reunion Presentations - Alumni

measures reduce US dependence on supply chains linked to China? And what should we do with prices of imports from Vietnam and Mexico on the rise? Paper on Global Supply Chain Great Reallocation CASE STUDY Acquiring and Engaging Talent for... View Details

June 2018 (Revised August 2019)
Case

Qualcomm Inc., 2019

By: David B. Yoffie and Andrew S. Choi

This case is set in mid-2019, when Qualcomm was struggling with unwanted take-over battles, fights with Apple and the Chinese government, and internal dissension on the board of directors. Ten years earlier Qualcomm was hailed as a monopoly on CDMA technologies and... View Details

Keywords: Technology Cycles; Strategy; Competitive Advantage; Intellectual Property; Information Technology; Standards; Business Model; Organizational Change and Adaptation; Telecommunications Industry; Semiconductor Industry

April 2019
Article

Internalizing Global Value Chains: A Firm-Level Analysis

By: Laura Alfaro, Pol Antràs, Davin Chor and Paola Conconi

In recent decades, advances in information and communication technology and falling trade barriers have led firms to retain within their boundaries and in their domestic economies only a subset of their production stages. A key decision facing firms worldwide is the... View Details

Keywords: Global Value Chains; Sequential Production; Incomplete Contracts; Demand and Consumers; Customer Value and Value Chain; Globalization

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2017
Working Paper

Internalizing Global Value Chains: A Firm-Level Analysis

By: Laura Alfaro, Pol Antràs, Davin Chor and Paola Conconi

In recent decades, advances in information and communication technology and falling trade barriers have led firms to retain within their boundaries and in their domestic economies only a subset of their production stages. A key decision facing firms worldwide is the... View Details

Keywords: Global Value Chains; Sequential Production; Incomplete Contracts; Demand and Consumers; Customer Value and Value Chain; Globalization