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Show Results For
- All HBS Web
(2,877)
- People (4)
- News (425)
- Research (1,952)
- Events (17)
- Multimedia (5)
- Faculty Publications (993)
- October 2021
- Article
Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach
By: Nicolas Padilla and 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; Programs; Consumer Behavior; Analysis
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
- April 2007 (Revised November 2007)
- Case
Bankinter: Growing Through Small and Medium Enterprises
Surveys the overall sequence of processes needed for the success of a strategy based on customer analytics. In particular, it charts the formulation and implementation of this strategy by a Spanish bank that decided to expand into the Small and Medium Enterprises (SME)... View Details
Keywords: Customer Relationship Management; Data and Data Sets; Knowledge Acquisition; Growth and Development Strategy; Organizational Change and Adaptation; Organizational Culture; Segmentation; Banking Industry; Spain
Martinez-Jerez, Francisco de Asis, and Joshua Bellin. "Bankinter: Growing Through Small and Medium Enterprises." Harvard Business School Case 107-075, April 2007. (Revised November 2007.)
- February 2017 (Revised January 2018)
- Case
Womenomics in Japan
By: Boris Groysberg, Mayuka Yamazaki, Nobuo Sato and David Lane
This case profiles Prime Minister Shinzo Abe's vigorous attempts to revive Japan's economy, specifically by advocating for a larger role for women in the economy—not as a matter of social policy or gender equity per se, but as an essential element of any solution to... View Details
Keywords: Gender Equality; Japan; Leadership; Government-business Relations; Shinzo Abe; Economic Growth; Aging Society; Womenomics; Abenomics; Labor Market Discrimination; Workplace Culture; Women And Leadership; Change Management; Leading Change; Gender; Business and Government Relations; Growth and Development; Employment; Working Conditions
Groysberg, Boris, Mayuka Yamazaki, Nobuo Sato, and David Lane. "Womenomics in Japan." Harvard Business School Case 417-002, February 2017. (Revised January 2018.)
- Research Summary
Retailing: Past, Present, and Future
Walter J. Salmon is working on several retailing-related research
and course development projects, including a study (with Gwen K.
Ortmeyer) of the evolution and future of American department stores,
and a case book (with DAVID E. BELL) for use in graduate... View Details
- May 2018
- Supplement
Prime Minister Shinzo Abe – Speech on Womenomics in Japan: Opening Address to the World Assembly of Women, Tokyo, August 28, 2015
By: Boris Groysberg
This video supplement is a lightly edited 2015 speech by Japanese prime minister Shinzo Abe in which he describes Womenomics--policies and aspirations to promote greater economic participation by Japan's women, thereby promoting economic growth, greater work/life... View Details
Keywords: Gender Equality; Japan; Leadership; Government-business Relations; Shinzo Abe; Economic Growth; Aging Society; Womenomics; Abenomics; Labor Market Discrimination; Workplace Culture; Women And Leadership; Change Management; Leading Change; Gender; Business and Government Relations; Growth and Development; Employment; Working Conditions
Groysberg, Boris. "Prime Minister Shinzo Abe – Speech on Womenomics in Japan: Opening Address to the World Assembly of Women, Tokyo, August 28, 2015." Harvard Business School Multimedia/Video Supplement 418-722, May 2018.
- October 2012
- Article
The Effect of Reference Point Prices on Mergers and Acquisitions
By: Malcolm Baker, Xin Pan and Jeffrey Wurgler
Prior stock price peaks of targets affect several aspects of merger and acquisition activity. Offer prices are biased toward recent peak prices although they are economically unremarkable. An offer's probability of acceptance jumps discontinuously when it exceeds a... View Details
Baker, Malcolm, Xin Pan, and Jeffrey Wurgler. "The Effect of Reference Point Prices on Mergers and Acquisitions." Journal of Financial Economics 106, no. 1 (October 2012): 49–71.
Winning in Emerging Markets: A Roadmap for Strategy and Execution
Most books thus far on emerging markets are either investing-oriented (Mobius, Pereiro), or country - or market-specific (Farrell, Lindahl), or descriptive (Friedman, van Agtmael). No book has definitively targeted the corporate strategists who need a practical... View Details
- Article
Divide and Conquer: Competing with Free Technology under Network Effects
By: Deishin Lee and Haim Mendelson
We study how a commercial firm competes with a free open source product. The market consists of two customer segments with different preferences and is characterized by positive network effects. The commercial firm makes product and pricing decisions to maximize its... View Details
Keywords: Profit; Product Launch; Network Effects; Open Source Distribution; Adoption; Competitive Strategy; Competitive Advantage
Lee, Deishin, and Haim Mendelson. "Divide and Conquer: Competing with Free Technology under Network Effects." Production and Operations Management 17, no. 1 (January–February 2008): 12–28.
- December 2011
- Article
Deposit Insurance and Subsidized Recapitalizations
By: Lucy White and Alan Morrison
The 2007–2009 financial crisis saw a vast expansion in deposit insurance guarantees around the world and yet our understanding of the design and consequences of deposit insurance schemes is in its infancy. We provide a new rationale for the provision of deposit... View Details
Keywords: Financial Crisis; Banks and Banking; Insurance; Taxation; Business and Government Relations; Banking Industry
White, Lucy, and Alan Morrison. "Deposit Insurance and Subsidized Recapitalizations." Journal of Banking & Finance 35, no. 12 (December 2011): 3400–3416.
- 17 Aug 2021
- Op-Ed
Dispensing Justice: The Case for Legalizing Cannabis Nationally
patchwork of federal illegality and selective states’ approval will continue to hobble the legal market, which has been cornered by those with access to political influence and... View Details
Keywords: by Ashish Nanda and Tabatha Robinson
- May 2013
- Case
Altius Golf and the Fighter Brand
By: Robert J. Dolan and Sunru Yong
Altius Golf is the clear leader in the golf ball market despite a long-term decline in the number of golfers and a drop in sales following the financial crisis. The firm has maintained its position by introducing generations of advanced, super-premium golf balls that... View Details
Keywords: Governing and Advisory Boards; Competitive Advantage; Decision Choices and Conditions; Distribution Channels; Sports; Financial Crisis; Brands and Branding; Segmentation; Entertainment and Recreation Industry; Entertainment and Recreation Industry
Dolan, Robert J., and Sunru Yong. "Altius Golf and the Fighter Brand." Harvard Business School Brief Case 913-578, May 2013.
- 16 Nov 2011
- Working Paper Summaries
Private Equity and Employment
Winning in Emerging Markets: A Roadmap for Strategy and Execution
Most books thus far on emerging markets are either investing-oriented, or country - or market-specific, or descriptive. No book has definitively targeted the corporate strategists who need a practical framework and assessment tools for analyzing emerging markets,... View Details
- 2018
- Chapter
The Orphan Drug Act at 35: Observations and an Outlook for the Twenty-First Century
By: Nicholas Bagley, Benjamin Berger, Amitabh Chandra, Craig Garthwaite and Ariel Dora Stern
On the 35th anniversary of the adoption of the Orphan Drug Act (ODA), we describe the enormous changes in the markets for therapies for rare diseases that have emerged over recent decades. The most prominent example is the fact that the profit-maximizing price of new... View Details
Keywords: Health Care and Treatment; Laws and Statutes; Research and Development; Investment; Markets; Monopoly
Bagley, Nicholas, Benjamin Berger, Amitabh Chandra, Craig Garthwaite, and Ariel Dora Stern. "The Orphan Drug Act at 35: Observations and an Outlook for the Twenty-First Century." Chap. 4 in Innovation Policy and the Economy, Volume 19, edited by Josh Lerner and Scott Stern, 97–137. University of Chicago Press, 2018.
- 2022
- Working Paper
The Issuance and Design of Sustainability-linked Loans
By: Maria Loumioti and George Serafeim
Sustainability-linked loans (i.e., syndicated loans for which pricing is linked to a sustainability performance indicator) have rapidly evolved into a significant private debt product. We find that sustainability-linked lending has been available mostly to borrowers... View Details
Keywords: Sustainability; Sustainability Management; Credit Products; Loan Contracts; Loans; Corporate Finance; Credit Risk; Environment; ESG; ESG Ratings; Climate Change; Finance; Borrowing and Debt; Risk and Uncertainty; Credit
Loumioti, Maria, and George Serafeim. "The Issuance and Design of Sustainability-linked Loans." Harvard Business School Working Paper, No. 23-027, November 2022.
- 2023
- Working Paper
Debiasing Treatment Effect Estimation for Privacy-Protected Data: A Model Auditing and Calibration Approach
By: Ta-Wei Huang and Eva Ascarza
Data-driven targeted interventions have become a powerful tool for organizations to optimize business outcomes
by utilizing individual-level data from experiments. A key element of this process is the estimation
of Conditional Average Treatment Effects (CATE), which... View Details
Huang, Ta-Wei, and Eva Ascarza. "Debiasing Treatment Effect Estimation for Privacy-Protected Data: A Model Auditing and Calibration Approach." Harvard Business School Working Paper, No. 24-034, December 2023.
- January 2019
- Supplement
Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis
By: Jill Avery and Gerald Zaltman
In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of 20 of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Luckily, an old consumer research study on the Nestlé Crunch Bar... View Details
Keywords: Brand Management; Market Research; Brand Positioning; Value Proposition; Consumer Products; Fast Moving Consumer Goods; Qualitative Methods; Zaltman Metaphor Elicitation Technique; ZMET; Data Analysis; Marketing; Marketing Strategy; Brands and Branding; Consumer Behavior; Marketing Communications; Analytics and Data Science; Analysis; Food and Beverage Industry; Food and Beverage Industry; Food and Beverage Industry; United States; North America; Italy
Avery, Jill, and Gerald Zaltman. "Understanding the Brand Equity of Nestlé Crunch Bar (B): Data Analysis." Harvard Business School Supplement 519-062, January 2019.
- December 2006 (Revised January 2007)
- Case
Chief Timothy Adeola Odutola and Nigeria's Manufacturing Sector
By: Nitin Nohria, Anthony Mayo, Foluke Otudeko and Mark Benson
Chief Timothy Adeola Odutola was an important contributor to Nigeria's manufacturing sector, creating a multimillion-dollar conglomerate including three factories, a retail franchise, a cattle ranch, a 5,000-acre plantation, a sawmill, and an exporting business before... View Details
Keywords: History; Business Conglomerates; Corporate Social Responsibility and Impact; Corporate Entrepreneurship; Success; Leadership Style; Business History; Market Entry and Exit; Personal Development and Career; Business Startups; Manufacturing Industry; Nigeria
Nohria, Nitin, Anthony Mayo, Foluke Otudeko, and Mark Benson. "Chief Timothy Adeola Odutola and Nigeria's Manufacturing Sector." Harvard Business School Case 407-027, December 2006. (Revised January 2007.)
- August 2018
- Teaching Note
Magpie: Developing and Using Buyer Personas
Teaching Note for HBS No. 818-013. Magpie is a startup with a platform that allows publishers to natively tag the products discussed in their content and thus allows consumers to purchase those products without needing to leave that publisher’s web page. A key aspect... View Details
- October 2023 (Revised February 2024)
- Case
Bizongo and e-B2B in India
By: Álvaro Rodríguez Arregui and Radhika Kak
Bizongo, an Indian e-B2B platform was co-founded by three college graduates in 2015 with the goal of creating the "Alibaba of India" when the B2B e-commerce landscape was practically non-existent. The founders saw a significant opportunity in connecting mid-sized... View Details
Keywords: Business Startups; Decision Choices and Conditions; Entrepreneurship; Digital Platforms; E-commerce; Business Strategy; India
Rodríguez Arregui, Álvaro, and Radhika Kak. "Bizongo and e-B2B in India." Harvard Business School Case 824-100, October 2023. (Revised February 2024.)