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Show Results For
- All HBS Web
(10,227)
- People (22)
- News (1,556)
- Research (7,246)
- Events (98)
- Multimedia (65)
- Faculty Publications (5,693)
- March 1998
- Article
An Assessment of the Performance of Indian State-Owned Enterprises
By: Gautam Ahuja and Sumit K. Majumdar
We examine the determinants of performance of 68 Indian state-owned enterprises in the manufacturing sector for a five-year period: 1987 to 1991. Relative performance is determined using data envelopment analysis, with variations in performance patterns subsequently... View Details
Keywords: State-owned Enterprises; Economic Reform; Efficiency Analysis; Performance Efficiency; Privatization; Microeconomics; State Ownership; Manufacturing Industry; India
Ahuja, Gautam, and Sumit K. Majumdar. "An Assessment of the Performance of Indian State-Owned Enterprises." Journal of Productivity Analysis 9, no. 2 (March 1998): 113–132.
- October–December 2022
- Article
Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem
By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius
Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details
Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction
Yang, Mochen, Edward McFowland III, Gordon Burtch, and Gediminas Adomavicius. "Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem." INFORMS Journal on Data Science 1, no. 2 (October–December 2022): 138–155.
- November 2018 (Revised May 2019)
- Case
Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia
By: Kristin Fabbe, Safwan Al-Amin, Esel Cekin and Natalie Kindred
With SAR 14 billion ($3.7 billion) in 2017 revenues, Almarai was Saudi Arabia’s largest dairy producer, distributor, and marketer, with a large portfolio of branded dairy products, juices, bakery goods, and infant formula and a sales presence across the Gulf region,... View Details
Keywords: Dairy; Agriculture; Kingdom Of Saudi Arabia; Almarai; Schorderet; Food Security; Public Policy; Self Sufficiency; Gulf; GCC; Business And Government; Agribusiness; Marketing; Distribution; Change Management; Leading Change; Strategy; Government and Politics; Policy; Diversification; Integration; Horizontal Integration; Vertical Integration; Food; Brands and Branding; Growth and Development Strategy; Business and Government Relations; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Saudi Arabia; Middle East
Fabbe, Kristin, Safwan Al-Amin, Esel Cekin, and Natalie Kindred. "Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia." Harvard Business School Case 719-020, November 2018. (Revised May 2019.)
- 25 Jul 2019
- News
Startup and Standup
- 2014
- Article
Bond Supply and Excess Bond Returns
By: Robin Greenwood and Dimitri Vayanos
We examine empirically how the maturity structure of government debt affects bond yields and excess returns. Our analysis is based on a theoretical model of preferred habitat in which clienteles with strong preferences for specific maturities trade with arbitrageurs.... View Details
Greenwood, Robin, and Dimitri Vayanos. "Bond Supply and Excess Bond Returns." Review of Financial Studies 27, no. 3 (March 2014): 663–713. (Also earlier version NBER Working Paper Series, No. 13806, February 2008.)
- July 2017 (Revised March 2019)
- Technical Note
The Future of Mobility: Economic, Environmental, and Social Implications
By: George Serafeim and David Freiberg
This technical note explores how advancements in technology are fundamentally transforming how consumers interact with mobility. Transformation is being driven by three independent trends: the emergence of affordable electric vehicles, the development of autonomous... View Details
Keywords: Oil ＆ Gas; Automobile Manufacturing; Technological And Scientific Innovation; Mobility; Inequality; Electric Vehicles; Ride-sharing; Ambidexterity; Transformation; Disruption; Change; Technological Innovation; Transportation; Equality and Inequality; Auto Industry; Technology Industry; Transportation Industry; Distribution Industry
Serafeim, George, and David Freiberg. "The Future of Mobility: Economic, Environmental, and Social Implications." Harvard Business School Technical Note 118-008, July 2017. (Revised March 2019.)
- April 2020 (Revised August 2021)
- Case
Singapore: 'Facing Challenges Together'
Since its expulsion from Malaysia in 1965, Singapore had transformed itself from a third world island nation into a vibrant city-state with one of the highest levels of GDP per capita in the world. However, sluggish demand among Singapore's major trade partners began... View Details
Keywords: Savings; Productivity Growth; Productivity; Economic Institutions; Economic Development; Government And Business; Government Policy; Economic Policy; Country Analysis; Investment And Savings; Institutions; Economic Growth; Macroeconomics; Development Economics; Investment; Government and Politics; Trade; Policy; Research and Development; Analysis; Economics; Business and Government Relations; Asia; Singapore; Southeast Asia
Vietor, Richard H.K. "Singapore: 'Facing Challenges Together'." Harvard Business School Case 720-036, April 2020. (Revised August 2021.)
- Article
Coarse Thinking and Persuasion
By: Sendhil Mullainathan, Joshua Schwartzstein and Andrei Shleifer
We present a model of uninformative persuasion in which individuals "think coarsely": they group situations into categories and apply the same model of inference to all situations within a category. Coarse thinking exhibits two features that persuaders take advantage... View Details
Mullainathan, Sendhil, Joshua Schwartzstein, and Andrei Shleifer. "Coarse Thinking and Persuasion." Quarterly Journal of Economics 123, no. 2 (May 2008): 577–619.
- January 2013
- Case
Brannigan Foods: Strategic Marketing Planning
By: John A. Quelch and James T. Kindley
The soup division at Brannigan Foods contributes over 40% of the firm's revenue. The general manager is concerned that the soup industry is declining and that the soup division shows declining profits and market share, especially among the important baby boomer... View Details
Keywords: United States; Consumer Marketing; Acquisitions; Forecasting; Quantitative Analysis; Risk Management; Decision Making; Budgeting; Supermarkets; Strategic Planning; Demand and Consumers; Marketing Strategy; Food; Resource Allocation; Acquisition; Product Development; Food and Beverage Industry; Food and Beverage Industry
Quelch, John A., and James T. Kindley. "Brannigan Foods: Strategic Marketing Planning." Harvard Business School Brief Case 913-545, January 2013.
- November–December 2015
- Article
Active Postmarketing Drug Surveillance for Multiple Adverse Events
By: Joel Goh, Margrét V. Bjarnadóttir, Mohsen Bayati and Stefanos A. Zenios
Postmarketing drug surveillance is the process of monitoring the adverse events of pharmaceutical or medical devices after they are approved by the appropriate regulatory authorities. Historically, such surveillance was based on voluntary reports by medical... View Details
Keywords: Drug Surveillance; Health Care; Stochastic Models; Queueing; Diffusion Approximation; Brownian Motion; Health Care and Treatment; Analytics and Data Science; Analysis
Goh, Joel, Margrét V. Bjarnadóttir, Mohsen Bayati, and Stefanos A. Zenios. "Active Postmarketing Drug Surveillance for Multiple Adverse Events." Operations Research 63, no. 6 (November–December 2015): 1528–1546. (Finalist, 2012 INFORMS Health Applications Society Pierskalla Award.)
- October 2003 (Revised April 2005)
- Case
Innovation Corrupted: The Rise and Fall of Enron
Presents an historical overview of Enron's rise and fall and summarizes what is currently known about (1) the evolution of Enron's business model, (2) the organizational processes Enron officials relied on to drive and monitor the business, (3) emergent behavior... View Details
Keywords: Business Model; Behavior; Governing and Advisory Boards; Success; Transformation; Failure; Business Processes; Energy Industry; United States
Salter, Malcolm S. "Innovation Corrupted: The Rise and Fall of Enron." Harvard Business School Case 904-036, October 2003. (Revised April 2005.)
- November 5, 2021
- Article
Leaders: Stop Confusing Correlation with Causation
By: Michael Luca
We’ve all been told that correlation does not imply causation. Yet many business leaders, elected officials, and media outlets still make causal claims based on misleading correlations. These claims are too often unscrutinized, amplified, and mistakenly used to guide... View Details
Keywords: Behavioral Economics; Data Analysis; Organizations; Decision Making; Analytics and Data Science; Analysis; Learning
Luca, Michael. "Leaders: Stop Confusing Correlation with Causation." Harvard Business Review Digital Articles (November 5, 2021).
- September 2013
- Teaching Note
The Case of the Unidentified Industries—2013
By: Mihir A. Desai, William E. Fruhan, Jr. and Elizabeth A. Meyer
Helps students to understand how the characteristics of a business are reflected in its financial statements. This case consists of an exercise in which students are given balance sheet data in percentage form and other selected financial data for companies in 14... View Details
- January–March 2025
- Article
Transitioning from Responsible and Reactive to Deeply Responsible and Proactive International Business
By: Geoffrey G. Jones, Teresa da Silva Lopes, Pavida Pananond, Rob van Tulder, Noemi Sinkovics and Rudolf R. Sinkovics
This article aims to explore the role of multinational enterprises in addressing grand societal challenges, emphasizing the need for integrating environmental and social aspects into business models. It offers an analysis of how principles and values can guide engaged... View Details
Keywords: Corporate Social Responsibility and Impact; Business Model; Multinational Firms and Management
Jones, Geoffrey G., Teresa da Silva Lopes, Pavida Pananond, Rob van Tulder, Noemi Sinkovics, and Rudolf R. Sinkovics. "Transitioning from Responsible and Reactive to Deeply Responsible and Proactive International Business." Critical Perspectives on International Business 21, no. 2 (January–March 2025): 196–225.
- 01 Nov 2018
- Working Paper Summaries
Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning
- November 1987 (Revised April 2017)
- Teaching Note
Polysar Limited
By: Robert Simons
Teaching Note for (9-187-098). View Details
- 2017
- Working Paper
Innovation, Reallocation and Growth
By: Daron Acemoglu, Ufuk Akcigit, Harun Alp, Nicholas Bloom and William R. Kerr
We build a model of firm-level innovation, productivity growth, and reallocation featuring endogenous entry and exit. A new and central economic force is the selection between high- and low-type firms, which differ in terms of their innovative capacity. We estimate the... View Details
Keywords: Entry; Growth; Industrial Policy; Innovation; R＆D; Reallocation; Selection; Business Ventures; Resource Allocation; Performance Productivity; Policy; Research and Development; Innovation and Invention; Growth and Development; United States
Acemoglu, Daron, Ufuk Akcigit, Harun Alp, Nicholas Bloom, and William R. Kerr. "Innovation, Reallocation and Growth." Harvard Business School Working Paper, No. 13-088, April 2013. (Revised November 2017. NBER Working Paper Series, No. 18993, April 2013)
- August 2003 (Revised August 2024)
- Case
Fighting the Battle of the Bulge—Evaluating Do Good/Do Well Innovations in Morbid Obesity Treatment
By: Regina E. Herzlinger and John McDonough
Many health care innovations appear successful; but fail. This is the first case in the Innovating Health Care course that investigates how to create successful health care innovations. It is part of the first module in the course. This module focuses on how to... View Details
Keywords: Three Pillars; Industry Analysis; Health Care and Treatment; Innovation and Invention; Innovation and Management; Medical Specialties; Health Industry
Herzlinger, Regina E., and John McDonough. "Fighting the Battle of the Bulge—Evaluating Do Good/Do Well Innovations in Morbid Obesity Treatment." Harvard Business School Case 304-009, August 2003. (Revised August 2024.)
- June 2023 (Revised April 2025)
- Case
Optimalen Capital
A new client portfolio manager at a quantitative investment management firm must explain why her firm, Optimalen Capital, has rebalanced a client portfolio with a set of trades that seem unintuitive. In particular, Optimalen has added to its position of Walmart (ticker... View Details
Baker, Malcolm, Elisabeth Kempf, and Jonathan Wallen. "Optimalen Capital." Harvard Business School Case 223-099, June 2023. (Revised April 2025.)
- March 2013
- Supplement
Equitas Microfinance (B): Response to the Andhra Pradesh Crisis
By: V.G. Narayanan, V. Kasturi Rangan and Vidhya Muthuram
Keywords: Business Model; For-profit Firms; Microfinance; Growth And Development Strategy; Corporate Social Responsibility And Impact; Financial Services Industry; Social Enterprise; India
Narayanan, V.G., V. Kasturi Rangan, and Vidhya Muthuram. "Equitas Microfinance (B): Response to the Andhra Pradesh Crisis." Harvard Business School Supplement 113-005, March 2013.