Publications

August 2019
Article

When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation

By: Yicheng Song, Nachiketa Sahoo and Elie Ofek

Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details

Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods

August 2016 (Revised November 2019)
Case

eSig: Growth Analysis

By: Mark Roberge and Tom Eisenmann

eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations (available as a... View Details

Keywords: Esignature; Computer Software; Business or Company Management; Marketing Channels; Applications and Software; Business Startups; Computer Industry

Educators

August 2016 (Revised November 2019)
Supplement

eSig: Growth Analysis

By: Mark N. Roberge and Thomas R. Eisenmann

eSig, an early-stage startup, offers an electronic signature application as a "freemium" product, i.e., users can upgrade from a free basic version to a premium version by paying a subscription fee. Using 9 months of data from 50,000 user activations, available as a... View Details

Keywords: Esignature; Computer Software; Entrepreneurship; Business Startups; Management; Marketing Channels; Applications and Software; Computer Industry; United States

May–June 2015
Article

Television Advertising and Online Shopping

By: Jura Liaukonyte, Thales Teixeira and Kenneth Wilbur

Media multitasking competes with television advertising for consumers' attention, but it also may facilitate immediate and measurable response to some advertisements. This paper explores whether and how television advertising influences online shopping. We construct a... View Details

Keywords: Content Analysis; Difference-in-differences; Internet; Media Multitasking; Online Purchases; Advertising; Advertising Industry; United States

03 Sep 2024
Research & Ideas

Is It Even Possible to Dam the Flow of Misleading Content Online?

of moderating controversial content of all kinds. How much do users trust tech companies? The coauthors relied on a mathematical model to study strategic interactions, testing outcomes under different scenarios and rules. “It’s difficult... View Details

Keywords: by Jay Fitzgerald; Information Technology; Technology

Fast Answer

Africa: research, news, analysis

business environment. Search Tip: Go to Data Tool to download specific indicators of interest, including indicators relating to consumer consumption, income, demographics, etc. Oxford Business Group Country Reports Useful for: in-depth View Details

2014
Chapter

Who Needs a Shrink When You Have Businessweek? Using Content Analysis to Get Inside the Heads of Entrepreneurs, VCs and Other Market Participants

By: Timothy G. Pollock and Kisha Lashley

Article

Cybersecurity Features of Digital Medical Devices: An Analysis of FDA Product Summaries

By: Ariel Dora Stern, William J. Gordon, Adam B. Landman and Daniel B. Kramer

Objectives:
To more clearly define the landscape of digital medical devices subject to U.S. Food and Drug Administration (FDA) oversight, this analysis leverages publicly available regulatory documents to characterise the prevalence and trends of software and... View Details

Keywords: Digital; Medicine; FDA; Health Care and Treatment; Applications and Software; Safety; Cybersecurity; Medical Devices and Supplies Industry

Web

Business Analysis and Valuation Using Financial Statements - Course Catalog

HBS Course Catalog Business Analysis and Valuation Using Financial Statements Course Number 1306 Associate Professor Joseph Pacelli Fall; Q1Q2; 3.0 credits 28 Sessions Paper/Project Career Focus This course provides a comprehensive... View Details

Web

Data Visualization for Analysis and Communication - Course Catalog

ineffective or even deceptive visualizations Course Content and Organization: Course organization and exact number of projects may vary, and we aim to have at least one expert outside speaker. However, here is the basic structure of the... View Details

Article

Does the Scope of the Sell-Side Analyst Industry Matter? An Examination of Bias, Accuracy, and Information Content of Analyst Reports

By: Kenneth Merkley, Roni Michaely and Joseph Pacelli

We examine changes in the scope of the sell-side analyst industry and whether these changes impact information dissemination and the quality of analysts’ reports. Our findings suggest that changes in the number of analysts covering an industry impact analyst... View Details

Keywords: Analyst Industry; Sell-side Analysts; Analyst Reports; Finance; Analysis; Information; Reports; Quality; Financial Services Industry

Register to Read

2022
Working Paper

The Evolution of ESG Reports and the Role of Voluntary Standards

By: Ethan Rouen, Kunal Sachdeva and Aaron Yoon

We examine the evolution of ESG reports of S&P 500 firms from 2010 to 2021. The percentage of firms releasing these voluntary disclosures increased from 35% to 86% during this period, although the length of these documents experienced more modest growth. Using a... View Details

Keywords: Voluntary Disclosure; Textual Analysis; Modeling And Analysis; Corporate Social Responsibility and Impact; AI and Machine Learning; Accounting

SSRN

Forthcoming
Article

Reputation Burning: Analyzing the Impact of Brand Sponsorship on Social Influencers

By: Mengjie Cheng and Shunyuan Zhang

The growth of the influencer marketing industry warrants an empirical examination of the effect of posting sponsored videos on influencers' reputations. We collected a novel dataset of user-generated YouTube videos created by prominent English-speaking influencers in... View Details

Keywords: Reputation; Mathematical Methods; Marketing Reference Programs; Social Media; Brands and Branding

2023
Book

Beyond AI: ChatGPT, Web3, and the Business Landscape of Tomorrow

By: Ken Huang, Yang Wang, Feng Zhu, Xi Chen and Chunxiao Xing

This book explores the transformative potential of ChatGPT, Web3, and their impact on productivity and various industries. It delves into Generative AI (GenAI) and its representative platform ChatGPT, their synergy with Web3, and how they can revolutionize business... View Details

Keywords: Generative Ai; AI and Machine Learning; Ethics; Technology Adoption

08 Jul 2019
Research & Ideas

Are Paywalls Saving Newspapers?

paywall sales strategy, you have to make sure you have the reputation and the uniqueness of content to do it ” “We look at the whole picture—both the digital and print channels, and the two revenue sources of the firms, advertising and... View Details

Keywords: by Kristen Senz; Journalism & News; Media & Broadcasting

November 2017
Teaching Note

Amazon.com, 2016

By: John R. Wells and Gabriel Ellsworth

Teaching Note for HBS No. 716-402. On January 28, 2016, Amazon announced record 2015 operating profits of $2.2 billion on $107 billion of sales, and the markets responded with cautious optimism. For years, founder and CEO Jeffrey Bezos had prioritized growth and... View Details

Keywords: Strategic Analysis; Retail; E-commerce; Amazon; Amazon.com; AmazonFresh; Jeff Bezos; Cloud Computing; Marketplaces; Streaming; E-reader Market; Digital Media; Mobile App; Online Retail; Shipping; Database; Tablet; Kindle; Kindle Fire; Smartphone; Delivery; Market Platforms; Two-Sided Platforms; Competition; Internet; Corporate Strategy; Online Advertising; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Television Entertainment; Profit; Revenue; Global Strategy; Multinational Firms and Management; Taxation; Business History; Human Resources; Resignation and Termination; Books; Human Capital; Working Conditions; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Growth Management; Management Practices and Processes; Industry Growth; Industry Structures; Media; Distribution; Distribution Channels; Order Taking and Fulfillment; Infrastructure; Logistics; Product Development; Supply Chain; Supply Chain Management; Organizational Culture; Public Ownership; Work-Life Balance; Problems and Challenges; Labor and Management Relations; Strategy; Adaptation; Business Strategy; Competitive Strategy; Diversification; Expansion; Integration; Horizontal Integration; Vertical Integration; Hardware; Information Technology; Mobile Technology; Online Technology; Technology Networks; Technology Platform; Web; Web Sites; Price; Software; Marketing; Marketing Strategy; Working Capital; Customer Focus and Relationships; Customer Value and Value Chain; Retail Industry; Advertising Industry; Distribution Industry; Electronics Industry; Entertainment and Recreation Industry; Information Technology Industry; Manufacturing Industry; Motion Pictures and Video Industry; Music Industry; Publishing Industry; Shipping Industry; Technology Industry; Video Game Industry; Web Services Industry; United States; Washington (state, US); Seattle

29 Jan 2015
News

Innovation In Health Care Education: A Call To Action

2012
Article

Organizing for Society: A Typology of Social Entrepreneuring Models

By: Johanna Mair, Julie Battilana and Julian Cardenas

In this article, we use content and cluster analysis on a global sample of 200 social entrepreneurial organizations to develop a typology of social entrepreneuring models. This typology is based on four possible forms of capital that can be leveraged: social, economic,... View Details

Keywords: Social Entrepreneurship; Organizational Structure

Blog Post

Innovation in Health Care Education: A Call to Action

By: Regina E. Herzlinger, Vasant Kumar, Kevin Schulman and Karen Staman

Health care administration educators are at a crossroads: the health care sector is rife with inefficiencies, erratic quality, unequal access, and sky-high costs, complex problems which call for innovative solutions, and yet, according to our content analysis of top... View Details

Keywords: Health Care; Health Care Education; Education; Health; Health Care and Treatment; Health Industry; Education Industry