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All HBS Web
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- Faculty Publications (56)
- March 2021 (Revised November 2022)
- Case
Blue Meridian Partners (A): Scaling for Impact
In 2018, Edna McConnell Clark Foundation in a bold move transferred all its assets to a fund pooled with other General Partners and Limited Partners, called Blue Meridian Partners, to focus substantial long range investments in a few carefully chosen nonprofits.The...
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Keywords:
Venture Philanthropy;
Scaling;
COVID-19 Pandemic;
Social Justice;
Philanthropy and Charitable Giving;
Venture Capital;
Business Model;
Social Issues;
Poverty;
Values and Beliefs;
Decisions;
Corporate Social Responsibility and Impact;
Nonprofit Organizations;
Investment Portfolio
Rangan, V. Kasturi. "Blue Meridian Partners (A): Scaling for Impact." Harvard Business School Case 521-090, March 2021. (Revised November 2022.)
- 2021
- Working Paper
First Law of Motion: Influencer Video Advertising on TikTok
By: Jeremy Yang, Juanjuan Zhang and Yuhan Zhang
This paper engineers an intuitive feature that is predictive of the causal effect of influencer video advertising on product sales. We propose the concept of m-score, a summary statistic that captures the extent to which a product is advertised in the most engaging...
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Keywords:
Influencer Advertising;
Video Advertising;
Computer Vision;
Machine Learning;
Advertising;
Online Technology
Yang, Jeremy, Juanjuan Zhang, and Yuhan Zhang. "First Law of Motion: Influencer Video Advertising on TikTok." Working Paper, March 2021.
- Article
New Sales Realities
Business leaders need to understand that it’s the fit of People, Process, Pricing, and Partners that drives sales effectiveness. As firms confront new buying processes, required sales competencies affect hiring, training, and development (People). Without a coherent...
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Cespedes, Frank V. "New Sales Realities." International Journal of Sales Transformation 7.1 (April 2021): 26–27.
- Article
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...
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Keywords:
Machine Learning;
Marketing Applications;
Knowledge;
Technological Innovation;
Core Relationships;
Marketing;
Applications and Software
Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Marketing Letters 31, no. 4 (December 2020): 393–404.
- August 2020
- Case
Ready for Take-Off at Jet It
By: Gary P. Pisano, Hise Gibson and Nicole Gilmore
This case examines the business model and growth of a start-up company in the private aviation industry. In June 2020, amidst the COVID crisis, the company's co-founder and CEO must make a decision regarding an order of new jets that will significantly expand the...
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Keywords:
Capacity Planning;
Business Startups;
Business Model;
Growth and Development Strategy;
Air Transportation Industry
Pisano, Gary P., Hise Gibson, and Nicole Gilmore. "Ready for Take-Off at Jet It." Harvard Business School Case 621-036, August 2020.
- Article
Active World Model Learning with Progress Curiosity
By: Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber and Daniel Yamins
World models are self-supervised predictive models of how the world evolves. Humans learn world models by curiously exploring their environment, in the process acquiring compact abstractions of high bandwidth sensory inputs, the ability to plan across long temporal...
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Kim, Kuno, Megumi Sano, Julian De Freitas, Nick Haber, and Daniel Yamins. "Active World Model Learning with Progress Curiosity." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
- 2021
- Working Paper
Corporate Environmental Impact: Measurement, Data and Information
By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski
As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable...
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Keywords:
Environment;
Impact;
Measurement;
Environmental Ratings;
Corporate Valuation;
Financial Materiality;
Sustainability;
Environmental Impact;
Environmental Strategy;
Impact-Weighted Accounts;
IWAI;
Environmental Sustainability;
Corporate Social Responsibility and Impact;
Measurement and Metrics;
Valuation
Freiberg, David, DG Park, George Serafeim, and T. Robert Zochowski. "Corporate Environmental Impact: Measurement, Data and Information." Harvard Business School Working Paper, No. 20-098, March 2020. (Revised February 2021.)
- 2020
- Book
Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World
By: Marco Iansiti and Karim R. Lakhani
In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very...
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Keywords:
Artificial Intelligence;
Technological Innovation;
Change;
Competition;
Strategy;
Leadership;
Business Processes;
Organizational Change and Adaptation;
AI and Machine Learning
Iansiti, Marco, and Karim R. Lakhani. Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Boston: Harvard Business Review Press, 2020.
- May 2020
- Article
Scalable Holistic Linear Regression
By: Dimitris Bertsimas and Michael Lingzhi Li
We propose a new scalable algorithm for holistic linear regression building on Bertsimas & King (2016). Specifically, we develop new theory to model significance and multicollinearity as lazy constraints rather than checking the conditions iteratively. The resulting...
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Bertsimas, Dimitris, and Michael Lingzhi Li. "Scalable Holistic Linear Regression." Operations Research Letters 48, no. 3 (May 2020): 203–208.
- 2019
- Working Paper
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, improved medical diagnostics, and machine translation, but can it improve marketing decisions? It can. Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to rich media...
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Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Harvard Business School Working Paper, No. 20-036, September 2019.
- August 2019
- Case
Humanistic Capitalism at Brunello Cucinelli
By: Francesca Gino and Gary Pisano
This case explores one company’s attempt to experiment with a different underlying model for a capitalist enterprise. Brunello Cucinelli, S.p.A. is a leading manufacturer of luxury fashion apparel. Despite being a publicly traded enterprise with annual revenues...
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Keywords:
Corporate Culture;
Human Resource Practices;
Growth;
Growth Strategy;
Motivation;
Values;
Fashion;
Capitalism;
Organizational Culture;
Values and Beliefs;
Human Resources;
Management;
Business Model;
Policy;
Behavior;
Growth and Development Strategy;
Luxury;
Italy
Gino, Francesca, and Gary Pisano. "Humanistic Capitalism at Brunello Cucinelli." Harvard Business School Case 920-007, August 2019.
- December 2018
- Article
Improving Resilience Among Employees High in Depression, Anxiety, and Workplace Distress
By: Allison L. Williams, Acacia C. Parks, Grace Cormier, Julia Stafford and A.V. Whillans
Depression and anxiety are costly for both employees and employers, in terms of direct medical costs as well as costs stemming from lost productive time and missed days at work. Resilience training has been shown to improve workplace functioning for employees, which...
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Keywords:
Depression;
Anxiety;
Engagement;
Resilience;
Presenteeism;
Employee Engagement;
Mental Health;
Employees;
Emotions;
Health;
Internet and the Web;
Performance Productivity
Williams, Allison L., Acacia C. Parks, Grace Cormier, Julia Stafford, and A.V. Whillans. "Improving Resilience Among Employees High in Depression, Anxiety, and Workplace Distress." International Journal of Management Research 9, nos. 1-2 (December 2018): 4–22.
- April 2018
- Teaching Note
InsideSales.com (A) and (B)
By: Frank Cespedes
Teaching Note for HBS Nos. 817-018 and 817-042. InsideSales.com (ISC) has been successful selling its software to small- and medium-sized businesses (SMB). But for various reasons, the founders see “the next stage of growth” as building a scalable sales and service...
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- January 2018
- Case
Environmental Technology Fund Partners and E-Leather
By: Vikram S. Gandhi and Aldo Sesia
It is 2014 and Environmental Technologies Fund (ETF) Partners, a UK-based venture capital firm, has an opportunity to invest in a privately held UK company that manufactured engineered composition leather extracted from waste leather using an environmentally friendly...
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Keywords:
Sustainability;
Venture Capital;
Investment Strategy;
Investment;
Strategy;
Ownership;
Valuation;
Energy Conservation;
Equity;
Technological Innovation;
Environmental Sustainability;
Performance Efficiency;
Manufacturing Industry;
Financial Services Industry;
United Kingdom
Gandhi, Vikram S., and Aldo Sesia. "Environmental Technology Fund Partners and E-Leather." Harvard Business School Case 318-001, January 2018.
- January 2017 (Revised November 2018)
- Case
Vox Capital: Pioneering Impact Investing in Brazil
By: Julie Battilana, Marissa Kimsey, Falko Paetzold and Priscilla Zogbi
Vox Capital was the first certified impact investing fund in Brazil. Founded in 2009, it provides early-stage capital for companies offering innovative and scalable solutions to enhance the lives of low-income Brazilians, while aiming to simultaneously generate...
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Keywords:
Impact Investing;
Social Performance Measurement;
Social Entrepreneurship;
Investment Funds;
Social Enterprise;
Brazil
Battilana, Julie, Marissa Kimsey, Falko Paetzold, and Priscilla Zogbi. "Vox Capital: Pioneering Impact Investing in Brazil." Harvard Business School Case 417-051, January 2017. (Revised November 2018.)
- Article
Social Recycling Transforms Unwanted Goods into Happiness
By: Grant Edward Donnelly, Cait Lamberton, Rebecca Walker Reczek and Michael I. Norton
Consumers are often surrounded by resources that once offered meaning or happiness but that have lost this subjective value over time—even as they retain their objective utility. We explore the potential for social recycling—disposing of used goods by allowing other...
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Keywords:
Disposition;
Well-being;
Prosocial Behavior;
Pro-environmental Behavior;
Happiness;
Behavior;
Philanthropy and Charitable Giving;
Environmental Sustainability
Donnelly, Grant Edward, Cait Lamberton, Rebecca Walker Reczek, and Michael I. Norton. "Social Recycling Transforms Unwanted Goods into Happiness." Journal of the Association for Consumer Research 2, no. 1 (January 2017): 48–63.
- November 2016 (Revised February 2017)
- Case
BrightStar Care: The Evolution of a Leadership Team
By: Boris Groysberg, Colleen Ammerman and John D. Vaughan
BrightStar Care was a rapidly growing franchise of home health care agencies. Founded by husband and wife team JD and Shelly Sun as a single agency near Chicago in 2002, BrightStar had opened nearly 300 franchises across the United States by 2016, generating over $300...
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Keywords:
Health Care Services;
Entrepreneurs;
Board Of Directors;
Boards Of Directors;
Health Care Industry;
Growth Strategy;
Organizational Change;
Brand Positioning;
Entrepreneurial Organizations;
Entrepreneurial Management;
Franchising;
Family-owned Business;
Home Health Care;
Managing Growth;
Management Styles;
Organizational Development;
Talent Management;
Women Executives;
Women And Leadership;
Business Startups;
Family Business;
Small Business;
Talent and Talent Management;
Governing and Advisory Boards;
Health Care and Treatment;
Human Capital;
Leadership Development;
Leadership Style;
Business or Company Management;
Growth and Development Strategy;
Management Analysis, Tools, and Techniques;
Management Skills;
Management Style;
Management Succession;
Management Systems;
Management Teams;
Brands and Branding;
Marketing Strategy;
Strategy
Groysberg, Boris, Colleen Ammerman, and John D. Vaughan. "BrightStar Care: The Evolution of a Leadership Team." Harvard Business School Case 417-020, November 2016. (Revised February 2017.)
- July 2016 (Revised November 2018)
- Case
Code.org
By: John J-H Kim, Lauren Barley and Allison M. Ciechanover
The case explores Hadi Partovi’s mission to provide every K-12 student in the United States the opportunity to learn computer science. Students can assess how Partovi transformed his passion into an organization that reached millions around the globe through the launch...
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Keywords:
Nonprofit Organizations;
Information Technology;
Information Infrastructure;
Applications and Software;
Education;
Education Industry;
United States
Kim, John J-H, Lauren Barley, and Allison M. Ciechanover. "Code.org." Harvard Business School Case 317-008, July 2016. (Revised November 2018.)
- 2016
- Article
Penalized Fast Subset Scanning
By: Skyler Speakman, Sriram Somanchi, Edward McFowland III and Daniel B. Neill
We present the penalized fast subset scan (PFSS), a new and general framework for scalable and accurate pattern detection. PFSS enables exact and efficient identification of the most anomalous subsets of the data, as measured by a likelihood ratio scan statistic....
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Keywords:
Disease Surveillance;
Likelihood Ratio Statistic;
Pattern Detection;
Scan Statistic;
Mathematical Methods
Speakman, Skyler, Sriram Somanchi, Edward McFowland III, and Daniel B. Neill. "Penalized Fast Subset Scanning." Journal of Computational and Graphical Statistics 25, no. 2 (2016): 382–404. (Selected for “Best of JCGS” invited session by the journal’s editor in chief.)
- January 2016 (Revised January 2017)
- Case
Rumie: Bringing Digital Education to the Underserved
By: John J-H Kim and Amram Migdal
In fall of 2015, the Toronto, Canada–based education technology nonprofit Rumie had distributed thousands of computer tablets preloaded with collections of thousands of pieces of curated educational content to nongovernmental organizations (NGOs) in some of the most...
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Keywords:
Edtech;
Education Technology;
Social Enterprise;
Nonprofit;
Education Startup;
Technological Innovation;
Nonprofit Organizations;
Social Entrepreneurship;
Education;
Business Startups;
Education Industry;
Canada;
Africa
Kim, John J-H, and Amram Migdal. "Rumie: Bringing Digital Education to the Underserved." Harvard Business School Case 316-140, January 2016. (Revised January 2017.)