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  • All HBS Web  (4,849)
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  • August 2018 (Revised September 2018)
  • Supplement

LendingClub (C): Gradient Boosting & Payoff Matrix

By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default... View Details
Keywords: Data Analytics; Data Science; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction
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Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
  • 2016
  • Working Paper

Pivoting Isn't Enough: Principled Pragmatism and Strategic Reorientation in New Ventures

By: Rory McDonald and Cheng Gao
New technology ventures often experience deviations from their original plans that oblige them to reorient in pursuit of better fit between their evolving products and target customers. Yet research is largely silent on how entrepreneurs explain and justify their... View Details
Keywords: Strategic Reorientation; Technology Entrepreneurship; Innovation; Product Development Processes; Organizational Adaptation; Qualitative Methods (General); Information Technology; Organizational Change and Adaptation; Communication; Entrepreneurship; Alignment; Innovation and Invention; Product Development
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McDonald, Rory, and Cheng Gao. "Pivoting Isn't Enough: Principled Pragmatism and Strategic Reorientation in New Ventures." Harvard Business School Working Paper, No. 17-031, October 2016.
  • 2024
  • Working Paper

Climate Solutions, Transition Risk, and Stock Returns

By: Shirley Lu, Edward J. Riedl, Simon Xu and George Serafeim
Using large language models to measure firms' climate solution products and services, we find that high-climate solution firms exhibit lower stock returns and higher market valuation multiples. Their stock prices respond positively to events signaling increased demand... View Details
Keywords: Technology; Generative Ai; Large Language Models; Climate Finance; Climate Change; Innovation and Invention; Environmental Sustainability; AI and Machine Learning; Investment; Financial Markets
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Lu, Shirley, Edward J. Riedl, Simon Xu, and George Serafeim. "Climate Solutions, Transition Risk, and Stock Returns." Harvard Business School Working Paper, No. 25-024, November 2024.
  • 03 Jan 2017
  • Research & Ideas

5 New Year's Resolutions You Can Keep (With the Help of Behavioral Science Research)

conduct sociological and psychological studies to get a true handle on what motivates people to do what they do—and what motivates them to do better. With that, we share some well-researched tips—based on... View Details
Keywords: by Carmen Nobel
  • 12 Nov 2018
  • Working Paper Summaries

Product Quality and Entering Through Tying: Experimental Evidence

Keywords: by Hyunjin Kim and Michael Luca; Technology; Technology
  • Web

Lupoli Companies: Riverwalk – Making an Impact | Information Technology

Sal Lupoli talks about the history of Lawrence his vision for revitalization. “The case study so clearly shows the impact of business and how business done right can be so impactful for a community —... View Details
  • 24 May 2017
  • Working Paper Summaries

Digital Labor Markets and Global Talent Flows

Keywords: by John Horton, William R. Kerr, and Christopher Stanton
  • July 1999
  • Article

From Physics to Function: An Empirical Study of R&D Performance in the Semiconductor Industry

By: Marco Iansiti and Jonathan West
Keywords: Science; Research and Development; Performance; Semiconductor Industry
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Iansiti, Marco, and Jonathan West. "From Physics to Function: An Empirical Study of R&D Performance in the Semiconductor Industry." Journal of Product Innovation Management 16, no. 4 (July 1999).
  • 01 Jun 2008
  • News

A Binary Formula

Illustrations by James Steinberg It’s been said that in this century, carbohydrates will replace hydrocarbons, and biology will supplant physics as the innovation-producing science. As science fiction... View Details
Keywords: Garry Emmons; science; research; Colleges, Universities, and Professional Schools; Colleges, Universities, and Professional Schools; Colleges, Universities, and Professional Schools
  • 22 Feb 2021
  • News

The Potential for Data Equity

Keywords: artificial intelligence; data science
  • March 2012 (Revised October 2012)
  • Case

Gary Hirshberg and Stonyfield Farm

By: Nancy F. Koehn, Nora N. Khan and Elizabeth W. Legris
Gary Hirshberg and Stonyfield Farm is the story of one entrepreneur's vision and journey to create a market-leading, environmentally responsible business founded on the principles of product quality, organizational alignment, and sustainability. A former environmental... View Details
Keywords: Entrepreneurs; Values; Development Stage Enterprises; Innovation; Management By Objective; Experimentation; Emerging Technologies; Mission and Purpose; Management Style; Values and Beliefs; Social Issues; Organizational Culture; Environmental Sustainability; Business Growth and Maturation; Entrepreneurship; Business Startups; Innovation and Invention; Food and Beverage Industry; New Hampshire
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Koehn, Nancy F., Nora N. Khan, and Elizabeth W. Legris. "Gary Hirshberg and Stonyfield Farm." Harvard Business School Case 312-122, March 2012. (Revised October 2012.)
  • March 2025
  • Article

Novice Risk Work: How Juniors Coaching Seniors on Emerging Technologies Such as Generative AI Can Lead to Learning Failures

By: Katherine C. Kellogg, Hila Lifshitz-Assaf, Steven Randazzo, Ethan Mollick, Fabrizio Dell'Acqua, Edward McFowland III, François Candelon and Karim R. Lakhani
The literature on communities of practice demonstrates that a proven way for senior professionals to upskill themselves in the use of new technologies that undermine existing expertise is to learn from junior professionals. It notes that juniors may be better able... View Details
Keywords: Rank and Position; Competency and Skills; Technology Adoption; Experience and Expertise; AI and Machine Learning
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Kellogg, Katherine C., Hila Lifshitz-Assaf, Steven Randazzo, Ethan Mollick, Fabrizio Dell'Acqua, Edward McFowland III, François Candelon, and Karim R. Lakhani. "Novice Risk Work: How Juniors Coaching Seniors on Emerging Technologies Such as Generative AI Can Lead to Learning Failures." Art. 100559. Information and Organization 35, no. 1 (March 2025).
  • 12 Jun 2020
  • Working Paper Summaries

Corporate Resilience and Response During COVID-19

Keywords: by Alex Cheema-Fox, Bridget LaPerla, George Serafeim, and Hui (Stacie) Wang
  • 13 Mar 2017
  • Working Paper Summaries

Why and How Investors Use ESG Information: Evidence from a Global Survey

Keywords: by Amir Amel-Zadeh and George Serafeim
  • January 2020
  • Article

Assessing the Safety of Electronic Health Records: A National Longitudinal Study of Medication-related Decision Support

By: A Jay Holmgren, Zoe Co, Lisa Newmark, Melissa Danforth, David Classen and David Bates
Background Electronic health records (EHR) can improve safety via computerised physician order entry with clinical decision support, designed in part to alert providers and prevent potential adverse drug events at entry and before they reach the patient.... View Details
Keywords: Hospital; Electronic Health Records; Health Care and Treatment; Information Technology; Safety; Performance; Quality; Performance Improvement
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Holmgren, A Jay, Zoe Co, Lisa Newmark, Melissa Danforth, David Classen, and David Bates. "Assessing the Safety of Electronic Health Records: A National Longitudinal Study of Medication-related Decision Support." BMJ Quality & Safety 29, no. 1 (January 2020): 52–59.
  • 03 Dec 2020
  • Research & Ideas

Cut Payroll Costs with Transparency, Fairness, and Compassion

care needs, provide technology tools, and ensure they have what they need to safeguard their health. Communicate the context underlying salary or headcount reductions. How has the pandemic affected revenue?... View Details
Keywords: by Boris Groysberg and Sarah Abbott
  • 2016
  • Working Paper

The Mirroring Hypothesis: Theory, Evidence and Exceptions

By: Lyra J. Colfer and Carliss Y. Baldwin
The mirroring hypothesis predicts that organizational ties within a project, firm, or group of firms (e.g., communication, collocation, employment) will correspond to the technical patterns of dependency in the work being performed. A thorough understanding of the... View Details
Keywords: Modularity; Innovation; Product And Process Development; Organization Design; Design Structure; Organizational Ties; Mirroring Hypothesis; Industry Architecture; Product Architecture; Complex Technical Systems; Information Technology; Organizational Design; Organizational Structure; Relationships; Innovation and Invention; Product Development
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Colfer, Lyra J., and Carliss Y. Baldwin. "The Mirroring Hypothesis: Theory, Evidence and Exceptions." Harvard Business School Working Paper, No. 16-124, April 2016. (Revised May 2016.)

    Rethinking the Profession Formerly Known as Advertising: How Data Science Is Disrupting the Work of Agencies

    Speaker's Box, Journal of Advertising Research
    “Speaker’s Box” invites academics and practitioners to identify potential areas of research affecting marketing and advertising. Its intention is to bridge the gap between the length... View Details
    • 01 Sep 2007
    • News

    Stem Cell Man

    Last year, Brock Reeve (MBA ’88) was named executive director of the Harvard Stem Cell Institute to bring his managerial and diplomatic skills to bear on achieving organizational cohesion and help speed... View Details
    Keywords: biology; stem cell science; Management, Scientific, and Technical Consulting Services; Management, Scientific, and Technical Consulting Services
    • November 2016 (Revised November 2016)
    • Case

    Radial Analytics Probes Post-Acute Care

    By: Richard G. Hamermesh and Olivia Hull
    Thaddeus Fulford-Jones and Eric Weiss, founders of healthcare technology startup Radial Analytics, have been busy developing a software program designed to save hospitals money and improve patient outcomes by producing customized care plans for patients leaving the... View Details
    Keywords: Electronic Medical Records; Electronic Health Records; Data Science; Entrepreneurship; Health Care and Treatment; Business Model; Business Startups; Innovation and Invention; Growth Management; Marketing Strategy; Product Launch; Product Positioning; Science-Based Business; Business Strategy; Technology Industry; Technology Industry; Cambridge; Massachusetts
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    Hamermesh, Richard G., and Olivia Hull. "Radial Analytics Probes Post-Acute Care." Harvard Business School Case 817-029, November 2016. (Revised November 2016.)
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