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March 2015
Case

Pearson Affordable Learning Fund

By: Michael Chu, Vincent Dessain and Kristina Maslauskaite

An in-house venture capital fund for affordable private schools at the base of the pyramid established by Pearson, the world's largest education company, PALF sought to invest in business models providing superior educational outcomes in emerging markets on a... View Details

Keywords: Impact Investment; Low Cost Private Schools; Investment Fund; Business At The Base Of The Pyramid; Transition; Investment; Development Economics; Business Growth and Maturation; Social Entrepreneurship; Emerging Markets; Private Sector; Education; Education Industry; Asia; Africa

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... View Details

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

May 2024
Supplement

Miami’s Climate Tech Potential (B): The 2024 Tech Hub Proposal

By: Rosabeth Moss Kanter and Jacob A. Small

Miami-Dade County led the work to get South Florida designated a national climate resilience tech hub, the only one of 31 focused on climate change, an urgent major issue for the region in light of global warming and sea level rise. Venture capitalists saw the... View Details

Keywords: Climate Change; Venture Capital; Investment; Entrepreneurship; Green Technology; Government Administration; City

November 2003 (Revised April 2004)
Case

Internal Governance and Control at Goldman Sachs: Block Trading

By: Malcolm S. Salter and Ratna Sarkar

Although the explicit problem presented in the case concerns pricing a block trade, the real issue involves the decision-making and oversight processes used to arrive at a price that is appropriate for both the client and Goldman Sachs. Asks students in assignment... View Details

Keywords: Price; Governance Controls; Trust; Organizational Culture; Decision Making; Financial Services Industry

June 2024
Teaching Note

Miami’s Climate Tech Potential (A): The State of Play

By: Rosabeth Moss Kanter and Ai-Ling Jamila Malone

Teaching Note for HBS Case No. 324-119. Miami-Dade County led the work to get South Florida designated a national climate resilience tech hub, the only one of 31 focused on climate change, an urgent major issue for the region in light of global warming and sea level... View Details

Keywords: Technology; Climate; Entrepreneur; Development; Startup; Climate Change; Venture Capital; Investment; Entrepreneurship; Green Technology; Government Administration; City; Miami

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... View Details

Keywords: Corporate Entrepreneurship; Organizational Change and Adaptation; Organizational Design; Customer Relationship Management; Growth Management; Marketing Strategy; Salesforce Management; Talent and Talent Management; Technology Industry

2021
Working Paper

Impact Accounting for Product Use: A Framework and Industry-specific Models

By: George Serafeim and Katie Trinh

This handbook provides the first systematic attempt to generate a framework and industry-specific models for the measurement of impacts on customers and the environment from use of products and services, in monetary terms, that can then be reflected in financial... View Details

Keywords: Impact Measurement; Product Impact; Customer Welfare; Environment; ESG; Product; Customers; Well-being; Environmental Sustainability; Measurement and Metrics; Accounting; Financial Statements; Analysis; Framework

August 2024
Case

Iogen: Decarbonizing Hard-to-Abate Sectors

By: George Serafeim, Charlotte Foody and John Mulliken

Brian Foody, CEO of Iogen Corporation, was an early leader in advanced biofuels, developing a range of technologies to transform agricultural waste into transportation fuel. With $100 million in revenue and 350 patents across various biofuel technologies, Iogen was... View Details

Keywords: Technology; Biofuel; Market Attractiveness; Decarbonization; Technological Innovation; Climate Change; Energy; Environmental Sustainability; Transformation; Market Entry and Exit; Strategy; Energy Industry; United States; United Kingdom

August 2024
Article

Heuristics on Call: The Impact of Mobile-Phone-Based Business-Management Advice

By: Shawn Cole, Mukta Joshi and Antoinette Schoar

There is growing evidence that business training for micro-entrepreneurs can be effective. However, in-person training can be expensive and imposes costs on the target beneficiaries. This paper presents the results of a two-site randomized evaluation of a light-touch,... View Details

Keywords: Training; Entrepreneurship; Mobile and Wireless Technology; India; Philippines

January 2023
Case

Baofeng's Philanthropic Efforts in China

By: Lauren Cohen, Hao Gao, Bo Li and Zhaoheng Gong

Yanbao Dang, President of Baofeng Group and founder of the Yanbao Foundation, Baofeng Group’s philanthropic arm, weighed how the family nonprofit could maximize its impact. On a mission to eliminating poverty through broadening access to educational opportunities in... View Details

Keywords: Family Business; Entrepreneurship; Rural Scope; Social Enterprise; Nonprofit Organizations; Social Issues; Poverty; Resource Allocation; Green Technology Industry; Education Industry; China; Asia

September 2023
Article

Measuring Time Use in Rural India: Design and Validation of a Low-Cost Survey Module

By: Erica Field, Rohini Pande, Natalia Rigol, Simone Schaner, Elena Stacy and Charity Troyer Moore

Time use data can help us understand individual labor supply choices, especially for women who often provide unpaid care and home production. Although enumerator-assisted diary-based time use data collection is suitable for low-literacy populations, it is costly and... View Details

Keywords: Time Use; Measurement and Metrics; Gender; Labor

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... View Details

Keywords: Machine Learning; Technological Innovation; Marketing; AI and Machine Learning

Working Paper

Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application

By: Flora Feng, Charis Li and Shunyuan Zhang

Peer-to-peer (P2P) marketplaces have seen exponential growth in recent years featured by unique offerings from individual providers. Despite the perceived value of uniqueness, scalable quantification of visual uniqueness in P2P platforms like Airbnb has been largely... View Details

Keywords: Peer-to-peer Markets; Marketplace Matching; AI and Machine Learning; Demand and Consumers; Digital Platforms; Marketing

March 2021 (Revised November 2022)
Case

Blue Meridian Partners (A): Scaling for Impact

By: V. Kasturi Rangan

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... View Details

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

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... View Details

Keywords: Machine Learning; Marketing Applications; Knowledge; Technological Innovation; Core Relationships; Marketing; Applications and Software

Find at Harvard

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... View Details

Keywords: World Models; Mathematical Methods

March 2013 (Revised October 2013)
Supplement

Integrated Services at Jones Lang LaSalle (2005) (B)

By: Ranjay Gulati and Luciana Silvestri

This case describes the strategic and organizational challenges that Jones Lang LaSalle (JLL) faced between 2001 and 2005. Faced with the need to deliver integrated services to corporate clients in 2001, JLL created Corporate Solutions, a group that aimed to draw... View Details

Keywords: Organizational Structure; Strategy; Integration; Real Estate Industry; North America; South America; Central America

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... View Details

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

June 2025
Case

Khabar Lahariya

By: Ranjay Gulati and Kanika Jain

Founded and run entirely by women, Khabar Lahariya was a leading digital media portal, known for its uniquely feminist perspective and rural focus. It started in 2002 as a non-profit print publication, and by 2023, had evolved into a multimedia news site that was part... View Details

Keywords: South Asia; India; Purpose; Strategy; Business Model; Leadership; Digital; Business Ventures; Change; Decision Making; Growth and Development; Management; Media; Social Enterprise; Journalism and News Industry; Media and Broadcasting Industry; Publishing Industry; Asia

Research Summary

The Role of the Internet in Enhancing Service and Reducing Cost

Is delivering service (both internal and external) facilitated by the Internet a zero sum game in which costs associated with delivering superior service must always be passed on to customers in the form of higher prices? Does the quantity and type of service... View Details

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