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  • June 30, 2020
  • Article

Scaling Up Behavioral Science Interventions in Online Education

By: Rene F. Kizilcec, Justin Reich, Michael Yeomans, Christoph Dann, Emma Brunskill, Glenn Lopez, Selen Turkay, Joseph J. Williams and Dustin Tingley
Online education is rapidly expanding in response to rising demand for higher and continuing education, but many online students struggle to achieve their educational goals. Several behavioral science interventions have shown promise in raising student persistence and... View Details
Keywords: Online Learning; Behavioral Interventions; Scale; Education; Online Technology; Performance Improvement
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Kizilcec, Rene F., Justin Reich, Michael Yeomans, Christoph Dann, Emma Brunskill, Glenn Lopez, Selen Turkay, Joseph J. Williams, and Dustin Tingley. "Scaling Up Behavioral Science Interventions in Online Education." Proceedings of the National Academy of Sciences 117, no. 26 (June 30, 2020).
  • January 2014
  • Case

Entrepreneurial Finance Lab: Scaling an Innovative Start-up Financing Venture

By: Joan Farre-Mensa, William R. Kerr and Alexis Brownell
EFL provides credit-scoring services in developing countries using psychometric assessment, but the potential loss of a large customer makes them reconsider their scaling narrative. View Details
Keywords: Finance; Developing Countries; Lending; Psychometrics; Scaling; Entrepreneurship; Credit; Developing Countries and Economies; Growth and Development Strategy; Financial Services Industry; Banking Industry; Africa; Latin America
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Farre-Mensa, Joan, William R. Kerr, and Alexis Brownell. "Entrepreneurial Finance Lab: Scaling an Innovative Start-up Financing Venture." Harvard Business School Case 814-073, January 2014.
  • March 2020 (Revised June 2023)
  • Case

Scaling Nextdoor

By: Jeffrey F. Rayport, Thomas O. Jones and Jeff Huizinga
Nextdoor, striving to solidify its position as the leading global social media platform for neighborhoods, works to scale audience, geography, and revenue. View Details
Keywords: Platforms; Information Technology; Entrepreneurship; Growth and Development Strategy; Social Media; Digital Platforms
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Rayport, Jeffrey F., Thomas O. Jones, and Jeff Huizinga. "Scaling Nextdoor." Harvard Business School Case 820-097, March 2020. (Revised June 2023.)
  • 2017
  • Working Paper

Inequality in Knowledge Repository Use in Scaling Service Operations

By: Melissa A. Valentine, Tom Fangyun Tan, Bradley R. Staats and Amy C. Edmondson
To scale service operations requires sharing knowledge across the organization. However, prior work highlights that individuals on the periphery of organizational knowledge sharing networks may struggle to access useful knowledge at work. A knowledge repository (KR)... View Details
Keywords: Knowledge Repository; Scaling Service Operations; Fluid Teams; Groups and Teams; Knowledge Management; Performance
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Valentine, Melissa A., Tom Fangyun Tan, Bradley R. Staats, and Amy C. Edmondson. "Inequality in Knowledge Repository Use in Scaling Service Operations." Harvard Business School Working Paper, No. 13-001, July 2012. (Revised August 2017.)
  • 1997
  • Chapter

Patent Scope and Emerging Industries: Biotechnology, Software, and Beyond

By: Josh Lerner and Robert P. Merges
Keywords: Patents; Applications and Software; Genetics; Information Technology Industry; Biotechnology Industry
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Lerner, Josh, and Robert P. Merges. "Patent Scope and Emerging Industries: Biotechnology, Software, and Beyond." In Competing in the Age of Digital Convergence, edited by D. B. Yoffie, 301–324. Boston: Harvard Business School Press, 1997.
  • 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
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Rangan, V. Kasturi. "Blue Meridian Partners (A): Scaling for Impact." Harvard Business School Case 521-090, March 2021. (Revised November 2022.)
  • August 2007 (Revised May 2009)
  • Case

PlaNet Finance: Broad Scope in Microfinance

By: Andrei Hagiu and Elena Corsi
PlaNet Finance was a French NGO providing technical support and training services to microfinance institutions (i.e., institutions providing financial services to the poor) and other microfinance actors, rating of microfinance institutions and management, and advisory... View Details
Keywords: Financial Institutions; Microfinance; Growth Management; Networks; Non-Governmental Organizations; Service Industry; France
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Hagiu, Andrei, and Elena Corsi. "PlaNet Finance: Broad Scope in Microfinance." Harvard Business School Case 708-441, August 2007. (Revised May 2009.)
  • Apr 2010
  • Conference Presentation

Organizational Scope and Governance in Private Regulatory Enforcement

By: Michael W. Toffel
Keywords: Organizations; Governing Rules, Regulations, and Reforms
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Toffel, Michael W. "Organizational Scope and Governance in Private Regulatory Enforcement." Paper presented at the Cornell University Johnson School Operations Management Workshop, April 2010.
  • March 2020
  • Module Note

Scaling and Sustaining Platform Businesses

By: Feng Zhu
Keywords: Platform Businesses; Platform Disruption; Platforms; Digital Platforms; Technology Industry
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Zhu, Feng. "Scaling and Sustaining Platform Businesses." Harvard Business School Module Note 620-108, March 2020.
  • July 2020 (Revised January 2021)
  • Case

Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A)

By: Linda A. Hill and Emily Tedards
In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation — a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details
Keywords: Organizational Behavior; Cultural Change; Digital; Innovation; Experimentation; Metrics; Education Reform; Non-profit; Frugal Innovation; Scale; Ecosystem; Government; Education; Social Enterprise; Leadership; Leading Change; Change Management; Organizational Culture; Innovation Leadership; Nonprofit Organizations; Growth and Development Strategy; Information Technology; Digital Transformation; India
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Hill, Linda A., and Emily Tedards. "Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A)." Harvard Business School Case 421-015, July 2020. (Revised January 2021.)
  • July 2020 (Revised January 2021)
  • Case

Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A) (Abridged)

By: Linda A. Hill and Emily Tedards
In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation—a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details
Keywords: Organizational Behavior; Organizational Alignment; Culture Change; Digital; Innovation; Experimentation; Metrics; Education Reform; Non-profit; Frugal Innovation; Scale; Ecosystem; Government; Education; Social Enterprise; Leadership; Leading Change; Change Management; Organizational Culture; Alignment; Innovation Leadership; Nonprofit Organizations; Growth and Development Strategy; Information Technology; Digital Transformation; India
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Hill, Linda A., and Emily Tedards. "Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A) (Abridged)." Harvard Business School Case 421-021, July 2020. (Revised January 2021.)
  • January 2023
  • Case

Year Up: Measuring and Scaling Impact

By: Natalia Rigol, Benjamin N. Roth, Brian Trelstad and Sarah Mehta
Year Up, a non-profit that provides training and practical work experience to low-income young people, has for years prioritized impact measurement. By 2022, it had built a robust body of evidence demonstrating that its program yields higher earnings for participants.... View Details
Keywords: Demographics; Education; Jobs and Positions; Measurement and Metrics; Performance; Research; Social Enterprise; Growth Management; Education Industry; United States; Massachusetts; Boston
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Rigol, Natalia, Benjamin N. Roth, Brian Trelstad, and Sarah Mehta. "Year Up: Measuring and Scaling Impact." Harvard Business School Case 823-004, January 2023.
  • 18 Aug 2010
  • Working Paper Summaries

The Role of Organizational Scope and Governance in Strengthening Private Monitoring

Keywords: by Lamar Pierce & Michael W. Toffel
  • September 2018 (Revised November 2018)
  • Case

Careem: Base Camp or Mountain Peak? Designing an OS for Scaling

By: Shikhar Ghosh, Gamze Yucaoglu and Alpana Thapar
This case focuses on designing a fast growing organization. It is part of a two-case set that is taught together to cover the scaling journey.
Careem, a Dubai-based ride-hailing service aimed to ‘simplify and improve the lives of people, and build an awesome... View Details
Keywords: Scale; Values; Rights; Operating Systems; Business Startup; Transportation; Organizational Design; Entrepreneurship; Information Technology; Organizational Culture; Values and Beliefs; Decision Making; Managerial Roles; Dubai; United Arab Emirates; Middle East
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Ghosh, Shikhar, Gamze Yucaoglu, and Alpana Thapar. "Careem: Base Camp or Mountain Peak? Designing an OS for Scaling." Harvard Business School Case 819-049, September 2018. (Revised November 2018.)
  • 1997
  • Book

Corporate Strategy: Resources and the Scope of the Firm

By: D. J. Collis and C. A. Montgomery
Keywords: Corporate Strategy
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Collis, D. J., and C. A. Montgomery. Corporate Strategy: Resources and the Scope of the Firm. IL: Irwin, 1997.
  • May 2011
  • Background Note

Scale Effects, Network Effects, and Investment Strategy

By: Willy Shih
This technical note discusses scale economies, and direct and indirect network effects in the context of building better business models. Some of the great business disasters of the dot.com bubble were companies that scaled their infrastructure without working through... View Details
Keywords: Business Model; Investment; Price; Crisis Management; Network Effects; Multi-Sided Platforms; Strategy
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Shih, Willy. "Scale Effects, Network Effects, and Investment Strategy." Harvard Business School Background Note 611-082, May 2011.
  • 2022
  • Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo
For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details
Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting
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Serafeim, George, and Gladys Vélez Caicedo. "Machine Learning Models for Prediction of Scope 3 Carbon Emissions." Harvard Business School Working Paper, No. 22-080, June 2022.
  • November 2019
  • Case

Scaling at Chief

By: Katherine B. Coffman, Jeffrey J. Bussgang, Kathleen L. McGinn, Julia Kelley and Katherine Chen
Chief is a New York-based peer network that provides mentorship, support, networking opportunities, and a sense of community to women executives. Co-founders Carolyn Childers and Lindsay Kaplan launched the company in January 2019, and just two months later, Chief has... View Details
Keywords: Entrepreneurship; Leadership Development; Expansion; Growth Management; Customer Satisfaction; North and Central America; United States; New York (state, US); New York (city, NY)
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Coffman, Katherine B., Jeffrey J. Bussgang, Kathleen L. McGinn, Julia Kelley, and Katherine Chen. "Scaling at Chief." Harvard Business School Case 920-021, November 2019.
  • August 2024
  • Case

Scaling Seven Starling

By: Ryan W. Buell and Carin-Isabel Knoop
Seven Starling, a maternal mental health startup, is scaling its digital clinic model. Seven Starling addresses perinatal mental health challenges by providing licensed therapists, peer support, and medication to mothers across five states, with a hybrid care model... View Details
Keywords: Business Model; Business Startups; Health Care and Treatment; Growth and Development Strategy; Mission and Purpose; Health Industry
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Buell, Ryan W., and Carin-Isabel Knoop. "Scaling Seven Starling." Harvard Business School Case 625-046, August 2024.
  • November 2014 (Revised January 2017)
  • Case

Micromax: Scaling the Largest Indian Mobile Handset Company

By: Ranjay Gulati, Rachna Tahilyani and Alicia DeSantola
It is January 2014 and Rahul Sharma, cofounder of Micromax Informatics (Micromax), the largest Indian mobile handset company, is preparing for an emergency conference call with his private equity investors. In the last six years, Micromax had grown its annual product... View Details
Keywords: Mobile; Scaling; Indian Software Development; Consumer Behavior; Management Turnover; Mobile and Wireless Technology; Management; E-commerce; Technology Industry; Telecommunications Industry; India
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Gulati, Ranjay, Rachna Tahilyani, and Alicia DeSantola. "Micromax: Scaling the Largest Indian Mobile Handset Company." Harvard Business School Case 415-034, November 2014. (Revised January 2017.)
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