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Show Results For
- All HBS Web
(1,348)
- News (189)
- Research (1,025)
- Events (9)
- Multimedia (2)
- Faculty Publications (626)
- 2020
- Working Paper
Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach
By: Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
- 17 Aug 2023
- Research & Ideas
‘Not a Bunch of Weirdos’: Why Mainstream Investors Buy Crypto
School of Management; and Tetyana Balyuk of the Emory University Goizeta Business School. The economists analyzed the bank account and credit card transactions of more than 59 million US consumers between January 2010 and May 2021. They... View Details
Keywords: by Ben Rand
- August 2022 (Revised November 2024)
- Case
Sweet Teez Bakery: Projecting the Dough’s Rise
By: Emily R. McComb, Mel Martin and Amy Klopfenstein
In 2021, the HBS Impact Investment Fund student team met with entrepreneur Teresa Maynard, who had applied for a $25,000 impact investment loan. The students thought the former Harvard Data Scientist’s bakery business, Sweet Teez Bakery, showed promise. Maynard had... View Details
Keywords: Impact Investment; Entrepreneurship; Social Entrepreneurship; Finance; Investment; Goods and Commodities; Financial Reporting; Small Business; Food and Beverage Industry; United States; Massachusetts
McComb, Emily R., Mel Martin, and Amy Klopfenstein. "Sweet Teez Bakery: Projecting the Dough’s Rise." Harvard Business School Case 223-004, August 2022. (Revised November 2024.)
- 2019
- Working Paper
The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment
By: Donald Ngwe, Kris J. Ferreira and Thales Teixeira
Many online stores are designed such that shoppers can easily access any available discounted products. We propose that deliberately increasing search frictions by placing small obstacles to locating discounted items can improve online retailers’ margins and even... View Details
Keywords: E-commerce; Online Retailing; Friction; Effor; Search Costs; Price Discrimination; Consumer Behavior; Price; Search Technology
Ngwe, Donald, Kris J. Ferreira, and Thales Teixeira. "The Impact of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment." Harvard Business School Working Paper, No. 19-080, January 2019.
- August 2014 (Revised March 2015)
- Case
Molycorp: Issuing the 'Happy Meal' Securities (B)
By: Benjamin C. Esty and E. Scott Mayfield
Molycorp, the Western hemisphere's only producer of rare earth minerals, was in the middle of a $1 billion capital expansion in its effort to become a vertically integrated supplier of rare earth minerals, oxides, and metals. After reporting lower than expected... View Details
Keywords: Convertible Debt; Uncertainty; Startup; Growth; Rare Earth Minerals; Mining; Hedge Funds; Short Selling; Equity Capital; Capital Structure; Financial Strategy; Valuation; Metals and Minerals; Equity; Capital; Debt Securities; Stock Shares; Financial Management; Mining Industry; Industrial Products Industry; Canada; California
Esty, Benjamin C., and E. Scott Mayfield. "Molycorp: Issuing the 'Happy Meal' Securities (B)." Harvard Business School Case 215-014, August 2014. (Revised March 2015.)
- 15 Jan 2019
- News
Gillette, Brexit and Molasses
- June 2020
- Supplement
RBC: Transforming Transformation (B)
By: Ethan Bernstein, Francesca Gino and Aldo Sesia
In 2017, the Royal Bank of Canada (RBC), a Canadian financial icon, mandated a swat team of “enablers of collaboration” (their job description) to support the personal and commercial bank in the enterprise-wide RBC Cultural Transformation initiative. Historically,... View Details
Keywords: Service Delivery; Information Technology; Transformation; Change Management; Collaborative Innovation and Invention; Innovation and Management; Decision Making; Human Resources; Management Systems; Organizational Design; Organizational Structure; Groups and Teams; Management Teams; Banking Industry; Financial Services Industry; Canada
Bernstein, Ethan, Francesca Gino, and Aldo Sesia. "RBC: Transforming Transformation (B)." Harvard Business School Supplement 920-045, June 2020.
- March 2019
- Case
HOPI: Turkey's Shopping Companion
By: Sunil Gupta, Donald Ngwe and Gamze Yucaoglu
The case opens in 2017 as Onur Erbay, CEO of HOPI, a multi-vendor loyalty platform, is contemplating a critical decision. The case chronicles the origins of Boyner Group, the parent company of HOPI and a major retailer in Turkey, and development of retail and customer... View Details
Keywords: Loyalty Programs; Multi-vendor Platform; Retail; Big Data; Customer Relationship Management; Mobile and Wireless Technology; Business Model; Analytics and Data Science; Competitive Strategy; Decision Making; Applications and Software; Digital Platforms; Technology Industry; Retail Industry; Turkey
Gupta, Sunil, Donald Ngwe, and Gamze Yucaoglu. "HOPI: Turkey's Shopping Companion." Harvard Business School Case 519-057, March 2019.
- March 2018
- Module Note
Module Note for Instructors: Responsibilities to Society
By: Nien-hê Hsieh
This note outlines a framework to help managers discern and deliver on their responsibilities to society that has been taught in the “Responsibilities to Society” module in Leadership and Corporate Accountability (LCA), a semester-long, first-year required course for... View Details
Hsieh, Nien-hê. "Module Note for Instructors: Responsibilities to Society." Harvard Business School Module Note 318-125, March 2018.
- 2012
- Working Paper
Information Technology and Boundary of the Firm: Evidence from Plant-Level Data
By: Chris Forman and Kristina McElheran
We study the relationship between different margins of information technology (IT) use and vertical integration using plant-level data from the U.S. Census of Manufactures. Focusing on the short-run decision of whether to allocate production output to downstream plants... View Details
Keywords: Information Technology; Technology Adoption; Production; Factories, Labs, and Plants; Vertical Integration; Supply Chain; Manufacturing Industry; United States
Forman, Chris, and Kristina McElheran. "Information Technology and Boundary of the Firm: Evidence from Plant-Level Data." Harvard Business School Working Paper, No. 12-092, April 2012.
- Article
Early Withdrawal of Pandemic Unemployment Insurance: Effects on Earnings, Employment and Consumption
By: Kyle Coombs, Arindrajit Dube, Calvin Jahnke, Raymond Kluender, Suresh Naidu and Michael Stepner
In June 2021, 22 states ended all supplemental pandemic unemployment insurance (UI) benefits, eliminating benefits entirely for over 2 million workers and reducing benefits by $300 per week for over 1 million workers. Using anonymous bank transaction data and a... View Details
Keywords: COVID-19 Pandemic; Unemployment Insurance; Health Pandemics; Insurance; Employment; Financial Condition; Spending; Government Administration
Coombs, Kyle, Arindrajit Dube, Calvin Jahnke, Raymond Kluender, Suresh Naidu, and Michael Stepner. "Early Withdrawal of Pandemic Unemployment Insurance: Effects on Earnings, Employment and Consumption." AEA Papers and Proceedings 112 (May 2022): 85–90.
- 2021
- Working Paper
Granular Corporate Hedging Under Dominant Currency
By: Laura Alfaro, Mauricio Calani and Liliana Varela
Foreign currency use can be a source of risk associated with currency mismatches, which firms can hedge using FX derivatives. This paper uncovers five novel facts about firms’ use of foreign currency (FX) derivatives employing a unique dataset covering the universe of... View Details
Alfaro, Laura, Mauricio Calani, and Liliana Varela. "Granular Corporate Hedging Under Dominant Currency." NBER Working Paper Series, No. 28910, June 2021. (Revised July 2022.)
- March 2018 (Revised January 2021)
- Case
China Vanke: Battle for Control (A)
By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
In June 2016, the board of China Vanke, one of China’s largest and best-known private residential real estate developers, must vote on a proposed acquisition that is opposed by its largest shareholders, state-owned China Resources Co. and the lesser-known property... View Details
Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China
Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (A)." Harvard Business School Case 318-117, March 2018. (Revised January 2021.)
- November 2017
- Supplement
Merging American Airlines and US Airways (B)
By: David G. Fubini, David A. Garvin and Carin-Isabel Knoop
Exhibit to Merging American Airlines and US Airways (A) case. In February 2013, US Airways announced that it would merge with American Airlines to create the world’s largest airline. Doug Parker, the CEO of US Airways, would become CEO of the new American Airlines... View Details
Keywords: Airlines; Merger; Takeover; Integration Strategy; Merger Integration; Mergers and Acquisitions; Decision Making; Governance; Management Teams; Operations; Organizational Culture; Air Transportation Industry; United States
Fubini, David G., David A. Garvin, and Carin-Isabel Knoop. "Merging American Airlines and US Airways (B)." Harvard Business School Supplement 418-036, November 2017.
- September 2017 (Revised February 2019)
- Case
Blackstone's GSO Capital: Crosstex Investment
By: Victoria Ivashina, John D. Dionne and Jeffrey Boyar
This case focuses on the Blackstone credit arm, GSO Capital as it evaluated a proposal for an equity investment into the distressed company, Crosstex Energy L.P., an integrated midstream energy company, that was hit hard by declining natural gas prices during the 2008... View Details
Ivashina, Victoria, John D. Dionne, and Jeffrey Boyar. "Blackstone's GSO Capital: Crosstex Investment." Harvard Business School Case 218-008, September 2017. (Revised February 2019.)
- Article
Network Effects Aren't Enough
By: Andrei Hagiu and Simon Rothman
In many ways, online marketplaces are the perfect business model. Since they facilitate transactions between independent suppliers and customers rather than take possession of and responsibility for the products or services in question, they have inherently low cost... View Details
Keywords: Digital Platforms; Competition; Internet and the Web; Network Effects; Market Participation
Hagiu, Andrei, and Simon Rothman. "Network Effects Aren't Enough." Harvard Business Review 94, no. 4 (April 2016): 65–71.
- 2008
- Working Paper
Spanning the Institutional Abyss: The Intergovernmental Network and the Governance of Foreign Direct Investment
By: Juan Alcacer and Paul Ingram
Global economic transactions such as foreign direct investment must extend over an institutional abyss between the jurisdiction, and therefore protection, of the states involved. Intergovernmental organizations (IGOs), whose members are states, represent an important... View Details
Keywords: International Finance; Foreign Direct Investment; Cross-Cultural and Cross-Border Issues; Governance Controls; International Relations; Social Issues
Alcacer, Juan, and Paul Ingram. "Spanning the Institutional Abyss: The Intergovernmental Network and the Governance of Foreign Direct Investment." Harvard Business School Working Paper, No. 09-045, September 2008.
- Article
Strategic Management of Product Recovery
Manufacturers of an expanding range of durable products are facing regulatory and market pressures to manage the products they manufactured upon their end of life (EOL). In part, this attention is motivated by a growing number of countries—especially across Europe and... View Details
Keywords: Product; Environmental Sustainability; Cost Management; Government Legislation; Logistics; Risk and Uncertainty; Strategy; Europe; Asia; United States
Toffel, Michael W. "Strategic Management of Product Recovery." California Management Review 46, no. 2 (Winter 2004): 120–141.
- December 2008
- Article
Style Investing and Institutional Investors
By: Kenneth A. Froot and Melvyn Teo
This paper explores institutional investors' trades in stocks grouped by style and the relationship of these trades with equity market returns. It aggregates transactions drawn from a large universe of approximately $6 trillion of institutional funds. To analyze style... View Details
Keywords: Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Financial Services Industry
Froot, Kenneth A., and Melvyn Teo. "Style Investing and Institutional Investors." Journal of Financial and Quantitative Analysis 43, no. 4 (December 2008): 883–906. (Revised from: Equity Style Returns and Institutional Investor Flows, Harvard Business School Working Paper No. 04-048, June 2004.)
- 2016
- Chapter
Fiscal Issues for Cross-Border Natural Resource Projects
By: Joseph Bell and Jasmina Chauvin
Projects that cross national boundaries give rise to the complex question of how the project's taxable income should be allocated among the national entities. This chapter utilizes a hypothetical mining project with the mine and infrastructure in two different... View Details
Keywords: Extractive Industries; Business ＆ Government Relations; Transfer Pricing; Taxation; Infrastructure; Cross-Cultural and Cross-Border Issues; Business and Government Relations; Mining Industry
Bell, Joseph, and Jasmina Chauvin. "Fiscal Issues for Cross-Border Natural Resource Projects." Chap. 8 in International Taxation and the Extractive Industries, edited by Philip Daniel, Michael Keen, Artur Świstak, and Victor Thuronyi, 190–214. Routledge Studies in Development Economics. Routledge, 2016.