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  • 2024
  • Report

The Eco-Digital EraTM: The Dual Transition to a Sustainable and Digital Economy

By: Suraj Srinivasan, Andy Feinstein, Amol Khadikar, Jiani Zhang, Noémie Lauer, Hiral Shah, Sally Epstein, Jerome Buvat and Vaishnavee Ananth
Since the proliferation of smartphones and social media in the late 2000s, digital has captured an increasingly large portion of the economy. In this Capgemini Research Institute report, The Eco-Digital EraTM: The dual transition to a sustainable and... View Details
Keywords: Technology Adoption; Digital Transformation; Environmental Sustainability; Trends
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  • 18 Oct 2011
  • First Look

First Look: October 18

find that involuntary closures are most frequent in U.S. counties with high rates of households headed by single mothers, low levels of college education, high rates of property crime, a strong presence of... View Details
Keywords: Sean Silverthorne
  • May 2024
  • Supplement

gWorks (A)

By: Richard S. Ruback and Royce Yudkoff
In January of 2019, Joe Heieck, CEO of gWorks, was deciding whether to proceed with his acquisition of Data Tech, that was a business roughly the same size as gWorks. gWorks, which provided geospatial software to small city and rural county governments, was acquired by... View Details
Keywords: Acquisition; Small Business; Cost vs Benefits; Decisions; Business Education; Corporate Entrepreneurship; Leadership Style; Leading Change; Business or Company Management; Problems and Challenges; Talent and Talent Management; Customer Relationship Management; Technology Adoption; Information Infrastructure; Digital Platforms; Growth Management; Applications and Software; Risk and Uncertainty; Technology Industry; United States
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  • 26 Nov 2013
  • First Look

First Look: November 26

across funds. Controlling for fund performance, fund holdings with high past returns attract extra flows only if these stocks were recently featured in major newspapers. In contrast, holdings that were not covered in the media do not... View Details
Keywords: Sean Silverthorne
  • 2025
  • Article

Humor as a Window into Generative AI Bias

By: Roger Samure, Julian De Freitas and Stefano Puntoni
A preregistered audit of 600 images by generative AI across 150 different prompts explores the link between humor and discrimination in consumer-facing AI solutions. When ChatGPT updates images to make them “funnier”, the prevalence of stereotyped groups changes. While... View Details
Keywords: AI and Machine Learning; Demographics; Prejudice and Bias
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  • 15 Oct 2013
  • First Look

First Look: October 15

innovation, our results also help to explain why technological development was still robust following one of the largest shocks in the history of the U.S. banking system. Working Papers Team Scaffolds: How Minimal Team Structures Enable... View Details
Keywords: Sean Silverthorne
  • 17 Jul 2018
  • First Look

New Research and Ideas, July 17, 2018

analyses suggest that the surge in liability risk had a large and negative impact on downstream innovation in medical implants but no significant effect on upstream polymer patenting. These findings show how tort laws may affect the development of new View Details
Keywords: Dina Gerdeman
  • 16 Apr 2001
  • Research & Ideas

Angels Face the Innovator’s Dilemma

or high potential markets that are $10 billion in size in any given year." The bigger the company becomes, he pointed out, the more important it is that the company lays out a very deliberate strategy. Yet the disruptive View Details
Keywords: by Martha Lagace; Financial Services
  • February 2021 (Revised March 2021)
  • Case

AptDeco: Circular Economy Furniture Marketplace

By: Ayelet Israeli and Jamie Merkrebs
AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120 billion furniture market, despite its... View Details
Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word-of-mouth Marketing; Word Of Mouth; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; Circular; Peer-to-peer Markets; Furniture Industry; Furniture; Growth Hacking; Monetization Strategy; African-American Protagonist; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; E-commerce; Technology Industry; Technology Industry; Technology Industry; Technology Industry; United States; North America; New York (city, NY); New York (state, US)
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  • 15 Dec 2015
  • First Look

December 15, 2015

S&E. This pattern is primarily driven by differences in skill development during college, not by differences in academic qualifications at college entry. In both high school and college, the two groups participate in different... View Details
Keywords: Carmen Nobel
  • April 2006 (Revised August 2007)
  • Case

BitTorrent

Involves the copyright issues associated with Bram Cohen's revolutionary software program BitTorrent, which makes it possible to transfer very large files, such as movies, at a high speed over the Internet. The program, which is available for free over the Internet, is... View Details
Keywords: Lawfulness; Lawsuits and Litigation; Applications and Software; Copyright; Internet and the Web
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  • February 2008
  • Case

SPECIALISTERNE: Sense & Details

Three-quarters of Specialisterne's expert software testing staff are diagnosed with some form of Autistic Spectrum Disorder (ASD). Usually a handicap, ASD conveys talents especially suited to software testing and other highly repetitive tasks that require very high... View Details
Keywords: Business Model; For-Profit Firms; Health Disorders; Employees; Performance Evaluation; Quality; Software; Information Technology Industry
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  • February 2022
  • Teaching Note

AptDeco: Circular Economy Furniture Marketplace

By: Ayelet Israeli
Teaching Note for HBS Case No. 521-069. AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120... View Details
Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word Of Mouth; Word-of-mouth Marketing; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; African-American Protagonist; Circular; Peer-to-peer Markets; Furniture Industry; Growth Hacking; Monetization Strategy; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Retention; Growth and Development Strategy; Customer Focus and Relationships; Expansion; Brands and Branding; E-commerce; Retail Industry; Consumer Products Industry; Technology Industry; Web Services Industry; United States; North America; New York (city, NY); New York (state, US)
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  • 2025
  • Working Paper

Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach

By: Ta-Wei Huang and Eva Ascarza
As firms increasingly rely on customer data for personalization, concerns over privacy and regulatory compliance have grown. Local Differential Privacy (LDP) offers strong individual-level protection by injecting noise into data before collection. While... View Details
Keywords: Targeted Intervention; Conditional Average Treatment Effect Estimation; Differential Privacy; Honest Estimation; Post-processing; Analytics and Data Science; Consumer Behavior; Marketing
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  • 26 Sep 2006
  • First Look

First Look: September 26, 2006

the economy that have occurred during the same time and argue that they are consistent with an increased use of information technology (IT) in general and enterprise information technology in particular. In... View Details
Keywords: Sean Silverthorne
  • October 2015
  • Case

BandPage (A)

By: Karim R. Lakhani, Colin Maclay and Greta Friar
BandPage CEO James "J" Sider is about to receive results from BandPage's targeted advertising campaign on music streaming service Rhapsody and learn whether BandPage's strategy to improve ad click through rates and generate revenue has succeeded. BandPage, which began... View Details
Keywords: Digital Innovation; Digital Music; Digital Marketing; Mobile Marketing; Technological Innovation; Marketing Communications; Music Entertainment; Mobile Technology; Music Industry
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  • July 2024
  • Case

Jacqueline Cook at Vendasta: Debating an IPO

By: Reza Satchu, Tom Quinn and Andrew Kosc
In May 2021, after a surge in demand for digital services that prompted high valuations for startups across the Canadian tech sector, Saskatchewan-based Vendasta entered the final stages of the initial public offering (IPO) process. COO Jacqueline Cook had invested her... View Details
Keywords: Business Growth and Maturation; Business Startups; Interpersonal Communication; Cost vs Benefits; Forecasting and Prediction; Business Cycles; Entrepreneurship; Fairness; Capital Markets; Private Equity; Investment Banking; Stock Options; Financial Markets; Initial Public Offering; Institutional Investing; Price Bubble; Digital Platforms; Digital Transformation; Internet and the Web; Leadership; Growth and Development Strategy; Managerial Roles; Agreements and Arrangements; Going Public; Ownership Stake; Performance Expectations; Work-Life Balance; Strategic Planning; Business and Stakeholder Relations; Rank and Position; Risk and Uncertainty; Opportunities; Happiness; Reputation; Status and Position; Well-being; Information Technology Industry; Information Technology Industry; Canada
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  • 25 Nov 2014
  • First Look

First Look: November 25

concerning whether patents are a creative or a destructive influence on the process of technological development. In this paper I examine the basic patent tradeoff between incentives and monopoly distortions in light of recent... View Details
Keywords: Carmen Nobel
  • September 2006 (Revised August 2007)
  • Case

Warner Bros. and BitTorrent

Involves the copyright issues associated with Bram Cohen's revolutionary program BitTorrent, which makes it possible to transfer very large files, such as movies, at a high speed over the Internet. The program, which is available for free over the Internet, is used for... View Details
Keywords: Technological Innovation; Copyright; Lawfulness; Distribution; Internet and the Web; Motion Pictures and Video Industry
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  • 26 Jun 2012
  • First Look

First Look: June 26

rates to those facing high tax rates. Evidence from the worldwide operations of U.S. multinational firms indicates that affiliates in low-tax jurisdictions use trade credit to lend, whereas those in high-tax jurisdictions use trade credit... View Details
Keywords: Sean Silverthorne

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