Publications

Educators

August 2018 (Revised September 2018)
Supplement

LendingClub (B): Decision Trees & Random Forests

By: Srikant M. Datar and Caitlin N. Bowler

This case builds directly on the LendingClub (A) case. In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan.
... View Details

Keywords: Data Science; Data Analytics; Decision Trees; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction

2014
Chapter

Technology, Innovation and Economic Growth in Britain Since 1870

By: Tom Nicholas

This chapter examines technological change in Britain over the last 140 years. It analyzes the effects of patent laws and innovation prizes that were designed to promote technical progress. It explores the challenge associated with the changing organizational structure... View Details

Keywords: Information Technology; Organizational Change and Adaptation; History; Economic Growth; Change; Innovation and Invention; Great Britain

This work leverages the strengths of expert human assessments of randomized controlled trials (RCTs) included in Cochrane reviews with data science techniques to build a comprehensive database on biomedical research quality. The data links the full-text and... View Details

Research Summary

Personal Selling and Sales Management

By: Das Narayandas

Das is currently investigating benchmark practices in personal selling and sales management across a variety of industries. He is also conducting field studies to understand how firms are leveraging interactive technologies to support their field sales efforts. View Details

25 Feb 2015
Lessons from the Classroom

Scholars and Students Unpack the Digital Business Revolution

hedge fund, an Amazon employee focused on retail data, and a forecaster at General Electric," says HBS David Sarnoff Professor of Business Administration Marco Iansiti, who serves as faculty chair of the initiative View Details

Keywords: by Julia Hanna; Technology; Technology

June 18, 2019
Article

Research: Investors Reward Companies That Talk Up Their Digital Initiatives

By: Suraj Srinivasan and Wilbur Chen

A study of how companies disclose their digital initiatives on earnings calls and written communications finds that more firms are using these technologies, that financial markets reward companies that disclose such initiatives, but that financial performance... View Details

Keywords: Digital Technologies; Disclosure; Investment; Performance Improvement

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Article

Intermediary Functions and the Market for Innovation in Meiji and Taisho Japan

By: Tom Nicholas and Hiroshi Shimizu

Japan experienced a transformational phase of technological development during the late nineteenth and early twentieth centuries. We argue that an important, but so far neglected, factor was a developing market for innovation and a patent attorney system that was... View Details

Keywords: Innovation; Patents; Innovation and Invention; Japan

March 2021
Article

Experimenting During the Shift to Virtual Team Work: Learnings from How Teams Adapted Their Activities During the COVID-19 Pandemic

By: Ashley V. Whillans, Leslie Perlow and Aurora Turek

Past research has focused on understanding the characteristics of work that are fully virtual or fully collocated. The present study seeks to expand our understanding of team work by studying knowledge workers' experiences as they were suddenly forced to transition to... View Details

Keywords: Team Work; Activities; Virtual Work; Digital Technologies; Groups and Teams; Health Pandemics; Internet and the Web; Adaptation

Working Paper

The Composition and Dynamics of Technology-Enabled Entrepreneurship

By: Innessa Colaiacovo, Daniel P. Gross and Jorge Guzman

Using data on nearly all U.S. business registrations since the turn of the twentieth century, and a set of 386 major technologies invented over this period, we study the level, composition, and dynamics of entrepreneurial activity around new technology. We find a... View Details

Keywords: Entrepreneurship; Innovation and Invention; Patents; Technology Industry

SSRN

April 2013
Article

In Search of a Second Act: Riding the Popularity of a Great First Product Is Easy; Finding the Next One Is Hard

By: Elie Ofek and Jill Avery

The article presents a fictional case study on new product development and improvement after the successful launch of a first breakthrough product. Topics include business planning for brand name products, finance and investment for the development of educational toys,... View Details

Keywords: Innovation; Growth Strategy; Consumer Marketing; Marketing; Brand Management; Market Research; New Product Development; Marketing Management; Technology Commercialization; Technology; Brands and Branding; Marketing Strategy; Product Marketing; Technology Industry; Technology Industry; Technology Industry; North and Central America; United States

November 2023
Article

Open Source Software and Global Entrepreneurship

By: Nataliya Langburd Wright, Frank Nagle and Shane Greenstein

This is the first study to consider the relationship between open source software (OSS) and entrepreneurship around the globe. This study measures whether country-level participation on the GitHub OSS platform affects the founding of innovative ventures, and where it... View Details

Keywords: Entrepreneurship; Applications and Software; Business Ventures; Development Economics; Innovation and Invention; Global Range

SSRN

August 2018 (Revised September 2018)
Case

LendingClub (A): Data Analytic Thinking (Abridged)

By: Srikant M. Datar and Caitlin N. Bowler

LendingClub was founded in 2006 as an alternative, peer-to-peer lending model to connect individual borrowers to individual investor-lenders through an online platform. Since 2014 the company has worked with institutional investors at scale. While the company assigns... View Details

Keywords: Data Science; Data Analytics; Investing; Loans; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction; Business Model

Educators

2025
Working Paper

Blockchain Adoption and Audit Quality

By: Mei Luo, Daniel Rabetti and Shuangchen Yu

This study examines the impact of blockchain adoption in the corporate setting. Specifically, we provide comprehensive empirical support to recent theory (Cao, Cong, and Young, 2024) proposing that blockchain adoption positively affects endogenous audit quality and... View Details

Keywords: Blockchain; Accounting Audits; Technology Adoption; Financial Reporting; Governing Rules, Regulations, and Reforms; China

SSRN

12 Jun 2018
First Look

New Research and Ideas, June 12, 2018

Further, participants lacking these skills are able to compensate for more imprecise information from Boolean searches through superior reading and information sifting skills. Our study contributes to... View Details

Keywords: Dina Gerdeman

2018
Chapter

Work and Workplace

By: Kai Ruggeri, Jana Berkessel, Jascha Achterberg, Gerhard M. Prinz, Alessandra Luna-Navarro, Jon M. Jachimowicz and A. V. Whillans

Work is a major part of many lives. While individual experiences with work will differ—from how long we work to what jobs we have and to what extent we enjoy them—almost everyone is affected by employment, whether they have a job or not. Decades of research in the... View Details

Keywords: Workplace; Behavioral Insights; Retirement Savings; Working Conditions; Employees; Performance; Happiness; Health; Job Search; Change

Research Summary

Entrepreneurial Finance and International R&D Management

Walter Kuemmerle's research and teaching interests fall within the domain of knowledge and capital management in a global economy. His research focuses on international entrepreneurship and venture capital. He studies venture capital systems and entrepreneurship in... View Details

Article

Emodiversity and the Emotional Ecosystem

By: Jordi Quoidbach, June Gruber, Moira Mikolajczak, Alexsandr Kogan, Ilios Kotsou and Michael I. Norton

Bridging psychological research exploring emotional complexity and research in the natural sciences on the measurement of biodiversity, we introduce—and demonstrate the benefits of—emodiversity: the variety and relative abundance of the emotions that humans experience.... View Details

Keywords: Health; Diversity; Emotions

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

Educators