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- September 2019
- Case
Funding Sources for Science & Technology Start-ups in India
By: Tarun Khanna, Arjun Swarup and Rachna Tahilyani
India's start-up ecosystem is amongst the largest globally, with a variety of funding options from angel investors, venture capital and corporate venture capital to debt. Classic consumer focused start-ups which look to leverage technology have been able to raise... View Details
Keywords: Venture Capital; Business Startups; Science; Information Technology; Financial Services Industry; Banking Industry; Technology Industry; India; South Asia
Khanna, Tarun, Arjun Swarup, and Rachna Tahilyani. "Funding Sources for Science & Technology Start-ups in India." Harvard Business School Case 720-401, September 2019.
- September 2019
- Teaching Note
Boxed
By: Laura Huang and Andy Wu
Boxed.com (“Boxed”) is an ambitious e-commerce retailer start-up, founded by visionary CEO Chieh Huang in 2013. From starting in Huang’s garage in 2013, to winning Emerging E-Retailer of the Year in 2016, to having 4 operational distribution centers in 2018, Boxed used... View Details
- September 2019 (Revised June 2020)
- Case
2U: Higher Education Rewired
By: Yael Grushka-Cockayne and Karim R. Lakhani
In its 2019 Partner Symposium, 2U, an online program management provider (OPM), showcased its new vision: “Career. Curriculum. Continuum. A construct for lifelong learning in the 21st century.” 2U, founded in 2008 and went public in 2014, was looking to expand beyond... View Details
Keywords: Digital Innovation; Architectural Innovation; Make V. Buy; Learning; Higher Education; Internet and the Web; Innovation Strategy; Transformation; Digital Transformation
Grushka-Cockayne, Yael, and Karim R. Lakhani. "2U: Higher Education Rewired." Harvard Business School Case 620-044, September 2019. (Revised June 2020.)
- August 2019 (Revised November 2019)
- Case
Sustainable Investing at J.P. Morgan Private Bank
By: Sara Fleiss and Luis Viceira
This case features Monica Issar, then Global Head of J.P. Morgan Endowments & Foundations Group in the Private Bank. In just five years, she and J.P. Morgan have grown the Outsourced Chief Investment Officer (OCIO) business from $5 billion in AUM from primarily family... View Details
Keywords: Sustainability; Investment; Management; Strategy; Social Issues; Environmental Sustainability; Banking Industry
Fleiss, Sara, and Luis Viceira. "Sustainable Investing at J.P. Morgan Private Bank." Harvard Business School Case 220-016, August 2019. (Revised November 2019.)
- August 2019
- Case
Twiggle: E-commerce with Semantic Search
By: Shane Greenstein and Danielle Golan
Four years after being founded, in 2014, by former Google executives Amir Konigsberg (CEO) and Adi Avidor (CTO), Twiggle had developed a search enhancement that plugged into an online merchant’s existing framework. The company utilized advanced structuring and... View Details
Keywords: Search Technology; Customer Acquisition; Internet and the Web; Technological Innovation; Commercialization; Growth and Development Strategy; E-commerce; Technology Industry; Israel
Greenstein, Shane, and Danielle Golan. "Twiggle: E-commerce with Semantic Search." Harvard Business School Case 620-025, August 2019.
- August 2019
- Article
When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation
By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details
Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
- 2020
- Working Paper
To Infinity and Beyond: Scaling Economic Theories via Logical Compactness
By: Yannai A. Gonczarowski, Scott Duke Kominers and Ran I. Shorrer
Many economic-theoretic models incorporate finiteness assumptions that, while introduced for simplicity, play a real role in the analysis. Such assumptions introduce a conceptual problem, as results that rely on finiteness are often implicitly nonrobust; for example,... View Details
Gonczarowski, Yannai A., Scott Duke Kominers, and Ran I. Shorrer. "To Infinity and Beyond: Scaling Economic Theories via Logical Compactness." Harvard Business School Working Paper, No. 19-127, June 2019. (Revised November 2020.)
- 2019
- Working Paper
Why Do User Communities Matter for Strategy?
By: Sonali K. Shah and Frank Nagle
User communities represent a unique organizing structure for the exchange of ideas and knowledge. They are organizations composed primarily of users working collaboratively, voluntarily, and with minimal oversight to freely and openly develop and exchange knowledge... View Details
Keywords: Strategic Management; Knowledge Sharing; Collaborative Innovation and Invention; Organizations; Knowledge Use and Leverage; Strategy
Shah, Sonali K., and Frank Nagle. "Why Do User Communities Matter for Strategy?" Harvard Business School Working Paper, No. 19-126, June 2019.
- 2010
- Article
I May Not Agree With You, but I Trust You: Caring About Social Issues Signals Integrity
By: Julian Zlatev
What characteristics of an individual signal trustworthiness to other people? I propose that individuals who care about contentious social issues signal to observers that they have integrity and thus can be trusted. Critically, this signal conveys trustworthiness... View Details
Zlatev, Julian. "I May Not Agree With You, but I Trust You: Caring About Social Issues Signals Integrity." Psychological Science 30, no. 6 (June 2019): 880–892.
- 2019
- Article
Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity
By: Maryam Ghasemaghaei and Goran Calic
Anecdotal evidence suggests that, despite the large variety of data, the huge volume of generated data, and the fast velocity of obtaining data (i.e., big data), quality of big data is far from perfect. Therefore, many firms defer collecting and integrating big data as... View Details
Ghasemaghaei, Maryam, and Goran Calic. "Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity." Decision Support Systems 120 (2019): 38–49.
- April 2019 (Revised October 2019)
- Case
Sanjeev Kapoor: The Recipe for Success
By: Boris Groysberg and Mahima Rao-Kachroo
India's most recognized celebrity chef Sanjeev Kapoor has been an integral part of the country's food industry since 1993. As a celebrity chef, Kapoor enjoyed a 17-year run of his hit TV cooking show “Khana Khazana,” published more than 100 cookbook titles in multiple... View Details
Keywords: Advertising; Business Ventures; Change; Decision Making; Entrepreneurship; Food; Leadership; Management; Markets; Media; Organizations; Ownership; Problems and Challenges; Quality; Relationships; Technology; Food and Beverage Industry; India; South Asia
Groysberg, Boris, and Mahima Rao-Kachroo. "Sanjeev Kapoor: The Recipe for Success." Harvard Business School Case 419-076, April 2019. (Revised October 2019.)
- April 2019
- Case
Boxed
By: Laura Huang, Andy Wu and Jiayi Bao
Boxed.com (“Boxed”) is an ambitious e-commerce retailer start-up, founded by visionary CEO Chieh Huang in 2013. From starting in Huang’s garage in 2013, to winning Emerging E-Retailer of the Year in 2016, to having 4 operational distribution centers in 2018, Boxed used... View Details
- March 2019
- Article
Open Source Software and Firm Productivity
By: Frank Nagle
As open source software (OSS) is increasingly used as a key input by firms, understanding its impact on productivity becomes critical. This study measures the firm-level productivity impact of nonpecuniary (free) OSS and finds a positive and significant value-added... View Details
Keywords: Applications and Software; Open Source Distribution; Performance Productivity; Information Technology; Strategy
Nagle, Frank. "Open Source Software and Firm Productivity." Management Science 65, no. 3 (March 2019): 1191–1215.
- February 2019 (Revised March 2019)
- Case
Banorte and the Capital Call Facility: Infrastructure Finance in Mexico
By: John D. Macomber, Carla Larangeira and Fernanda Miguel
As a result of Mexico´s pension industry deregulation, pension funds were able to invest in energy and infrastructure projects through a variety of financial instruments, particularly through Capital Development Certificates (CKDs), an asset class that served as a... View Details
Keywords: Financial Products; Fund Management; Capital Call Facility; Pension Funds; Infrastructure; Energy; Finance; Decision Making; Investment Funds; Financial Instruments; North America; Mexico
Macomber, John D., Carla Larangeira, and Fernanda Miguel. "Banorte and the Capital Call Facility: Infrastructure Finance in Mexico." Harvard Business School Case 219-049, February 2019. (Revised March 2019.)
- 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.)
- January 2019 (Revised January 2021)
- Case
The Louvre
By: Rohit Deshpandé, Francois-Lucien Vulliermet and Daniela Beyersdorfer
Once a royal residence and today one of the most photographed Parisian landmarks, the Louvre, home of iconic masterpieces, was the world’s largest and most visited museum in 2017. Its President Director Jean-Luc Martinez had since 2013 spearheaded its development and... View Details
Keywords: Customer-centricity; Cultural Organizations; Museum; Brand; Customer Focus and Relationships; Mission and Purpose; Culture; Education; Brands and Branding; Marketing; Fine Arts Industry
Deshpandé, Rohit, Francois-Lucien Vulliermet, and Daniela Beyersdorfer. "The Louvre." Harvard Business School Case 519-045, January 2019. (Revised January 2021.)
- Article
Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM
By: Katrina Ligett, Seth Neel, Aaron Leon Roth, Bo Waggoner and Steven Wu
Traditional approaches to differential privacy assume a fixed privacy requirement ϵ for a computation, and attempt to maximize the accuracy of the computation subject to the privacy constraint. As differential privacy is increasingly deployed in practical settings, it... View Details
Ligett, Katrina, Seth Neel, Aaron Leon Roth, Bo Waggoner, and Steven Wu. "Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM." Journal of Privacy and Confidentiality 9, no. 2 (2019).
- November 2018
- Case
Goldman Sachs: The 10,000 Small Businesses Program
By: Leonard A. Schlesinger and Aldo Sesia
In 2008, Goldman Sachs started the 10,000 Small Businesses program to help small businesses in the United States by providing education and a network of support—at no cost —and access to capital. It required the firm to create a new business ecosystem with a wide... View Details
Keywords: Ecosystem; Public/private Partnership; Small Business; Programs; Education; Partners and Partnerships; Philanthropy and Charitable Giving; United States
Schlesinger, Leonard A., and Aldo Sesia. "Goldman Sachs: The 10,000 Small Businesses Program." Harvard Business School Case 319-005, November 2018.
- October 2018
- Article
The Operational Value of Social Media Information
By: Ruomeng Cui, Santiago Gallino, Antonio Moreno and Dennis J. Zhang
While the value of using social media information has been established in multiple business contexts, the field of operations and supply chain management have not yet explored the possibilities it offers in improving firms' operational decisions. This study attempts to... View Details
Cui, Ruomeng, Santiago Gallino, Antonio Moreno, and Dennis J. Zhang. "The Operational Value of Social Media Information." Special Issue on Big Data in Supply Chain Management. Production and Operations Management 27, no. 10 (October 2018): 1749–1774.
- 2018
- Book
Varieties of Green Business: Industries, Nations and Time
By: Geoffrey Jones
Published at a time of ever-increasing warnings that the pace of climate change and other environmental changes risk making the Earth unsustainable within our own lifetimes, this book looks at the past of green business to identify lessons for the future. It provides... View Details
Keywords: Green Business; Sustainability; Business History; Eco-tourism; Organic Wine; Organic Food; Waste Management; Sustainable Finance; Ethics; Finance; History; Entrepreneurship; Accommodations Industry; Agriculture and Agribusiness Industry; Banking Industry; Energy Industry; Food and Beverage Industry; Green Technology Industry; Tourism Industry; Europe; Asia; Latin America; North and Central America; New Zealand
Jones, Geoffrey. Varieties of Green Business: Industries, Nations and Time. Northamption, MA: Edward Elgar Publishing, 2018.