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- All HBS Web
(3,874)
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- News (658)
- Research (2,649)
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- September 2023
- Supplement
Design and Evaluation of Targeted Interventions
By: Eva Ascarza
Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting... View Details
- 2024
- Working Paper
Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization
This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details
Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization
Huang, Ta-Wei, Eva Ascarza, and Ayelet Israeli. "Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization." Harvard Business School Working Paper, No. 24-076, June 2024.
- October 2023 (Revised February 2024)
- Technical Note
Design and Evaluation of Targeted Interventions
By: Eva Ascarza and Ta-Wei (David) Huang
Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting... View Details
Keywords: Marketing; Customer Relationship Management; Analysis; Design; Business Strategy; Retail Industry; Apparel and Accessories Industry; Technology Industry; Financial Services Industry; Telecommunications Industry
Ascarza, Eva, and Ta-Wei (David) Huang. "Design and Evaluation of Targeted Interventions." Harvard Business School Technical Note 524-034, October 2023. (Revised February 2024.)
- September 2019 (Revised May 2020)
- Case
Keroche (A): Fighting for Share in the Kenyan Alcoholic Drinks Market
By: Ramon Casadesus-Masanell and Pippa Tubman Armerding
This case discusses the challenges faced by Kenyan alcoholic drinks producer Keroche Industries Limited in 2003, when the Kenyan government accused the company of manufacturing and selling substandard alcoholic drinks, revoked its liquor licenses, and shut down its... View Details
Keywords: Keroche; Alcohol; Wine; Manufacturing; Informal Market; Regulation; Illicit; Illegal; Shutdown; Factory; Low-income Consumers; Multinational; Local; Government; Allegations; Accusations; Negative Press; EABL; Tusker; Beer; SAB; Chang'aa; Naivasha; Rift Valley; East Africa; Lawsuit; Legal Battle; Business Ventures; Business Exit or Shutdown; Business Growth and Maturation; Business Startups; Production; Safety; Quality; Distribution; Small Business; Family Business; Crime and Corruption; Customer Focus and Relationships; Decisions; Income; Demographics; Geographic Scope; Geographic Location; Goods and Commodities; Government Legislation; Growth and Development; Business History; Lawsuits and Litigation; Laws and Statutes; Lawfulness; Goals and Objectives; Consumer Behavior; Market Entry and Exit; Problems and Challenges; Social Issues; Poverty; Strategy; Competition; Entrepreneurship; Manufacturing Industry; Food and Beverage Industry; Kenya; Nairobi; Africa
Casadesus-Masanell, Ramon, and Pippa Tubman Armerding. "Keroche (A): Fighting for Share in the Kenyan Alcoholic Drinks Market." Harvard Business School Case 720-390, September 2019. (Revised May 2020.)
- 29 Nov 2013
- Working Paper Summaries
Surfacing the Submerged State with Operational Transparency in Government Services
- Research Summary
Current Research: Issues in Corporate Governance
Effectiveness of shareholder voting
Reform of shareholder voting is a key component of legislation arising from the financial crisis of 2008. Professor Gow examines the effect of shareholder voting on corporate actions, particularly on... View Details
- February 9, 2024
- Article
Addressing Climate Change with Behavioral Science: A Global Intervention Tournament in 63 Countries
By: Madalina Vlasceanu, Kimberly C. Doell, Joseph B. Bak-Coleman, Boryana Todorova, Michael M. Berkebile-Weinberg, Amit Goldenberg, Eric Shuman and et al.
Effectively reducing climate change requires marked, global behavior change. However, it is unclear which strategies are most likely to motivate people to change their climate beliefs and behaviors. Here, we tested 11 expert-crowdsourced interventions on four climate... View Details
Keywords: Climate Change; Motivation and Incentives; Behavior; Policy; Knowledge Sharing; Values and Beliefs
Vlasceanu, Madalina, Kimberly C. Doell, Joseph B. Bak-Coleman, Boryana Todorova, Michael M. Berkebile-Weinberg, Amit Goldenberg, Eric Shuman, and et al. "Addressing Climate Change with Behavioral Science: A Global Intervention Tournament in 63 Countries." Science Advances 10, no. 6 (February 9, 2024).
- September–October 2013
- Article
The Role of Organizational Scope and Governance in Strengthening Private Monitoring
By: Lamar Pierce and Michael W. Toffel
Governments and other organizations often outsource activities to achieve cost savings from market competition. Yet such benefits are often accompanied by poor quality resulting from moral hazard, which can be particularly onerous when outsourcing the monitoring and... View Details
Keywords: Crime and Corruption; Decision Choices and Conditions; Corporate Accountability; Governance Compliance; Policy; Management Practices and Processes; Demand and Consumers; Market Design; Market Entry and Exit; Market Transactions; Service Delivery; Service Operations; Business Processes; Organizational Structure; Performance Effectiveness; Performance Expectations; Practice; Transportation; Transportation Industry; Service Industry; United States; New York (state, US)
Pierce, Lamar, and Michael W. Toffel. "The Role of Organizational Scope and Governance in Strengthening Private Monitoring." Organization Science 24, no. 5 (September–October 2013): 1558–1584. (Winner of the NBS Research Impact on Practice Award from the Academy of Management (AOM) and Network for Business Sustainability (NBS))
- December 2007 (Revised December 2008)
- Case
China Netcom: Corporate Governance in China (A)
By: Regina M. Abrami, William C. Kirby, F. Warren McFarlan, Ning Xiangdong and Tracy Manty
With its dual listings on the Hong Kong stock market and New York Stock Exchange, state-owned enterprise, China Netcom was mandated to meet the listing requirements of these exchanges. From this initial step, China Netcom's Chairman, Zhang Chunjiang, began a program... View Details
Keywords: Corporate Governance; State Ownership; Public Ownership; Financial Markets; Capital Markets; Telecommunications Industry; China
Abrami, Regina M., William C. Kirby, F. Warren McFarlan, Ning Xiangdong, and Tracy Manty. "China Netcom: Corporate Governance in China (A)." Harvard Business School Case 308-027, December 2007. (Revised December 2008.)
- November 2018
- Case
Governance Transition at Anadolu Group
By: Paul M. Healy and Esel Y. Cekin
Kamil Yazici and Izzet Ozilhan founded and built Anadolu Group Holding—a family business that grew into a multi-billion-dollar regional powerhouse. For 57 years they were equal partners in running the company. They then handed over a leadership role to a next... View Details
Keywords: Family-managed Business; Professionally-run Company; Second-generation; Third-generation; Governance; Governance Changes; Succession Planning; Corporate Culture; Shareholders; Board Of Directors; Long-term Sustainability; Conglomerate; Family Business; Corporate Governance; Change Management; Management Succession; Leadership; Transition; Organizational Structure; Consumer Products Industry; Turkey; Central Asia; Middle East
Healy, Paul M., and Esel Y. Cekin. "Governance Transition at Anadolu Group." Harvard Business School Case 119-048, November 2018.
- January 2008 (Revised May 2008)
- Supplement
China Netcom: Corporate Governance in China (B)
By: Regina M. Abrami, William C. Kirby, F. Warren McFarlan and Tracy Yuen Manty
Supplements the A case [308027]. With its dual listings on the Hong Kong stock market and New York stock Exchange, state-owned enterprise, China Netcom was mandated to meet the listing requirements of these exchanges. From this initial step, China Netcom's Chairman,... View Details
Keywords: Management Teams; Corporate Governance; State Ownership; Standards; Globalized Markets and Industries; Telecommunications Industry; China
Abrami, Regina M., William C. Kirby, F. Warren McFarlan, and Tracy Yuen Manty. "China Netcom: Corporate Governance in China (B)." Harvard Business School Supplement 308-091, January 2008. (Revised May 2008.)
- January 2010
- Background Note
In the Spotlight: The Market for Iron Ore
By: Aldo Musacchio, Tarun Khanna and Jenna Bernhardson
This note discusses the structure and functioning of the market for iron ore. This market has traditionally functioned using a benchmark pricing mechanism, in which large steel mills in Japan (now in China) negotiate the benchmark price with the largest of the big... View Details
Keywords: Industry Structures; Mining; Price; Valuation; Business Strategy; Demand and Consumers; Business and Government Relations; Mining Industry; China
Musacchio, Aldo, Tarun Khanna, and Jenna Bernhardson. "In the Spotlight: The Market for Iron Ore." Harvard Business School Background Note 710-049, January 2010.
- Research Summary
The Role of Capital Markets in the Digital Economy
This topic of research is motivated by the rapid rise of digital adoption in firms across the economy and capital market participants’ growing interest in this phenomenon. My work studies how investors are responding to digitization, provides insights on the... View Details
- 2014
- Working Paper
Entrepreneurship and Business Groups: An Evolutionary Perspective on the Growth of the Koç Group in Turkey
By: Asli M. Coplan and Geoffrey Jones
This working paper examines the origins and development of the Koç Group, which grew to be the largest business group in Turkey. This enterprise was an important actor in the emergence of modern business enterprise in the new state of the Republic of Turkey from the... View Details
Keywords: Business Groups; Turkey; Entrepreneurship In Emerging Markets; Entrepreneurship; History; Government and Politics; Auto Industry; Banking Industry; Electronics Industry; Middle East; Europe
Coplan, Asli M., and Geoffrey Jones. "Entrepreneurship and Business Groups: An Evolutionary Perspective on the Growth of the Koç Group in Turkey." Harvard Business School Working Paper, No. 15-035, November 2014.
- 18 Aug 2010
- Working Paper Summaries
The Role of Organizational Scope and Governance in Strengthening Private Monitoring
Keywords: by Lamar Pierce & Michael W. Toffel
- 2025
- Working Paper
The Invention of Corporate Governance
By: Yueran Ma and Andrei Shleifer
The analysis of corporate governance begins with a central feature of modern capitalism—the separation of ownership and control in large corporations—first empirically documented by Berle and Means (1932). Such separation entails several agency problems reflecting... View Details
Ma, Yueran, and Andrei Shleifer. "The Invention of Corporate Governance." NBER Working Paper Series, No. 33710, April 2025.
- March 2023
- Teaching Note
Hikma Pharmaceuticals Governance Journey
By: Suraj Srinivasan and Jonah Goldberg
Teaching Note for HBS Case No. 318108. The case opens with Said Darwazah, chairman and CEO of Hikma Pharmaceuticals, the multinational generics company, anticipating the company’s 2017 AGM and reflecting on changes made over the previous year to address concerns... View Details
Keywords: Jordan; Emerging Market; Private Sector; For-profit Firms; Boards Of Directors; Pharmaceuticals; Remuneration; Shareholder Engagement; Corporate Governance; Governing and Advisory Boards; Business and Shareholder Relations; Executive Compensation; Business Growth and Maturation; Pharmaceutical Industry; Jordan
- September 2012
- Article
Food Choices of Minority and Low-Income Employees: A Cafeteria Intervention
By: Douglas E. Levy, Jason Riis, Lillian M. Sonnenberg, Susan J. Barraclough and Anne N. Thorndike
Background: Effective strategies are needed to address obesity, particularly among minority and low-income individuals.
Purpose: To test whether a two-phase point-of-purchase intervention improved food choices across racial, socioeconomic (job... View Details
Keywords: Working Conditions; Safety; Governing Rules, Regulations, and Reforms; Competitive Advantage; Cost
Levy, Douglas E., Jason Riis, Lillian M. Sonnenberg, Susan J. Barraclough, and Anne N. Thorndike. "Food Choices of Minority and Low-Income Employees: A Cafeteria Intervention." American Journal of Preventive Medicine 43, no. 1 (September 2012): 240–248.
- 2019
- Working Paper
Optimal Interventions for Increasing Healthy Food Consumption Among Low Income Households
By: Retsef Levi, Elisabeth Paulson and Georgia Perakis
The federal government currently spends over $100 billion per year on policies aimed to increase fruit and vegetable (FV) consumption among low income households. These include price-, nutrition education-, and access-related interventions. Currently, the government... View Details
Keywords: Bi-level Optimization; Optimal Subsidies; Public Policy; Food Policy; Central Planner; Government Administration; Poverty; Food; Nutrition
Levi, Retsef, Elisabeth Paulson, and Georgia Perakis. "Optimal Interventions for Increasing Healthy Food Consumption Among Low Income Households." MIT Sloan Research Paper, No. 6053-19, November 2019.
- May 2019
- Article
The Role of Gatekeepers in Capital Markets
By: Sugata Roychowdhury and Suraj Srinivasan
Gatekeepers in financial markets have the power to provide the institutional stability, fortitude and direction necessary for the development and the smooth functioning of capital markets. At the same time, they are often motivated by their own private incentives.... View Details
Keywords: Gatekeepers; Capital Markets; Governing Rules, Regulations, and Reforms; Performance Effectiveness
Roychowdhury, Sugata, and Suraj Srinivasan. "The Role of Gatekeepers in Capital Markets." Journal of Accounting Research 57, no. 2 (May 2019): 295–322.