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Harvard Business School HBS Online Business Insights Harvard Business School Online's Business Insights Blog provides the career insights you need to...
- March 2021
- Article
The Impact of the General Data Protection Regulation on Internet Interconnection
By: Ran Zhuo, Bradley Huffaker, KC Claffy and Shane Greenstein
The Internet comprises thousands of independently operated networks, where bilaterally negotiated interconnection agreements determine the flow of data between networks. The European Union’s General Data Protection Regulation (GDPR) imposes strict restrictions on...
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Keywords:
Personal Data;
Privacy Regulation;
Gdpr;
Interconnection Agreements;
Internet;
Governing Rules, Regulations, And Reforms
Zhuo, Ran, Bradley Huffaker, KC Claffy, and Shane Greenstein. "The Impact of the General Data Protection Regulation on Internet Interconnection." Telecommunications Policy 45, no. 2 (March 2021).
- 2021
- Working Paper
Measuring Employment Impact: Applications and Cases
By: Katie Panella and George Serafeim
Applying the Impact-Weighted Accounts Initiative’s employment impact methodology on eight leading companies, we document wide variability in employment impacts as a percentage of salaries paid, ranging between 59 and 80 percent. We identify opportunities for...
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Keywords:
Impact Measurement;
Employee Compensation;
Employees;
Labor;
Accounting;
Employees;
Well-being;
Diversity;
Wages;
Compensation And Benefits
Panella, Katie, and George Serafeim. "Measuring Employment Impact: Applications and Cases." Harvard Business School Working Paper, No. 21-082, January 2021.
- January 2021
- Case
Snapp: Scaling Under Sanctions in Iran (A)
By: Meg Rithmire and Gamze Yucaoglu
"The case opens in November 2019 as Eyad Alkassar and Mahmoud Fouz, co-founders of Iran’s first and leading ride-hailing platform, Snapp, find out about Apple’s and Google’s decision to remove all Iranian apps from their respective application stores.
The case... View Details
The case... View Details
- January 2021
- Article
Machine Learning for Pattern Discovery in Management Research
By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect...
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Keywords:
Machine Learning;
Supervised Machine Learning;
Induction;
Abduction;
Exploratory Data Analysis;
Pattern Discovery;
Decision Trees;
Random Forests;
Neural Networks;
Roc Curve;
Confusion Matrix;
Partial Dependence Plots
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
- Article
How Long Can a Company Thrive Doing Just One Thing?
By: Andy Wu and Scott Duke Kominers
The news that the chat app Slack was being sold to veteran customer relationship management company Salesforce for $27.7 billion raised a lot of eyebrows. Why sell after a year of explosive growth? The deal, however, epitomizes a question facing so-called best-of-breed...
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Wu, Andy, and Scott Duke Kominers. "How Long Can a Company Thrive Doing Just One Thing?" Harvard Business Review Digital Articles (December 10, 2020).
- December 2020
- Case
Made In Space, Expectations Management, and the Business of In-Space Manufacturing
By: Matthew C. Weinzierl and Mehak Sarang
After having proven its base technology (3D printing) through NASA solicitations and contracts, Made In Space was searching for a viable commercial application. But the business case for the leading candidate, high-quality fiber optic cable for use on Earth, remained...
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- Article
Want to See the Future of Digital Health Tools? Look to Germany
By: Ariel Dora Stern, Henrik Matthies, Julia Hagen, Jan B. Brönneke and Jörg F. Debatin
A new law will make it easier to introduce and determine the benefits of new tools. Perhaps its most important provisions are its formalization of “prescribable applications,” which include standard software, SaaS, and mobile as well as browser-based apps, and the...
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Keywords:
Health Care And Treatment;
Transformation;
Online Technology;
Technological Innovation;
Germany
Stern, Ariel Dora, Henrik Matthies, Julia Hagen, Jan B. Brönneke, and Jörg F. Debatin. "Want to See the Future of Digital Health Tools? Look to Germany." Harvard Business Review (website) (December 2, 2020).
- Article
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...
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Keywords:
Machine Learning;
Marketing Applications;
Knowledge;
Technological Innovation;
Core Relationships;
Marketing
Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Marketing Letters 31, no. 4 (December 2020): 393–404.
- November 2020
- Teaching Note
DayTwo: Going to Market with Gut Microbiome
By: Ayelet Israeli
Teaching Note for HBS Case No. 519-010. DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals....
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Keywords:
Start-up Growth;
Startup;
Positioning;
Targeting;
Go To Market Strategy;
B2b Vs. B2c;
B2b2c;
Health & Wellness;
Ai;
Machine Learning;
Female Ceo;
Female Protagonist;
Science-based;
Science And Technology Studies;
Ecommerce;
applications;
Dtc;
Direct To Consumer Marketing;
Us Health Care;
"usa,";
Innovation;
Pricing;
Business Growth;
Segmentation;
Distribution Channels;
Growth And Development Strategy;
Business Startups;
Science-based Business;
Health;
Innovation And Invention;
Marketing;
Technology;
Business Growth And Maturation;
Health Industry;
Technology Industry;
Insurance Industry;
Information Technology Industry;
Food And Beverage Industry;
Israel;
United States
- November 2020
- Article
Disrupting the Disruptors or Enhancing Them? How Blockchain Re‐Shapes Two‐Sided Platforms
By: Daniel Trabucchi, Antonella Moretto, Tommaso Buganza and Alan MacCormack
The importance of platform‐based businesses in the modern economy is growing continuously and becoming increasingly relevant. Specifically, the deployment of digital technologies has enhanced the applicability of two‐sided business models, enabling companies to act not...
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Keywords:
Blockchain;
Two-sided Platforms;
Business Model;
Innovation And Invention;
Technological Innovation
Trabucchi, Daniel, Antonella Moretto, Tommaso Buganza, and Alan MacCormack. "Disrupting the Disruptors or Enhancing Them? How Blockchain Re‐Shapes Two‐Sided Platforms." Journal of Product Innovation Management 37, no. 6 (November 2020): 552–574.
- October 2020
- Case
Epic Games: Nineteen Eighty-Fortnight
By: Andy Wu, Miaomiao Zhang and Christopher Zhang
In the midst of intensifying public and political attention towards the market power of big technology, Epic Games in 2020 challenged the status quo that has existed for years in the Apple iOS and Google Android mobile application marketplaces and payment systems....
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Keywords:
Mobile Platforms;
Mobile App Industry;
Mobile Payment Systems;
Antitrust;
Games, Gaming, And Gambling;
Mobile Technology;
Lawsuits And Litigation;
Entrepreneurship;
Competitive Strategy;
United States
Wu, Andy, Miaomiao Zhang, and Christopher Zhang. "Epic Games: Nineteen Eighty-Fortnight." Harvard Business School Case 721-395, October 2020.
- 2021
- Working Paper
Accounting for Organizational Employment Impact
By: David Freiberg, Katie Panella, George Serafeim and T. Robert Zochowski
Organizations create significant positive and negative impacts through their employment practices. This paper builds on the substantial body of research regarding job quality and impact measurement to present a framework for monetized analysis of employment impact. We...
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Keywords:
Impact-weighted Accounts;
Iwai;
Employment Impact;
Employment;
Jobs And Positions;
Quality;
Measurement And Metrics;
Analysis;
Framework
Freiberg, David, Katie Panella, George Serafeim, and T. Robert Zochowski. "Accounting for Organizational Employment Impact." Harvard Business School Working Paper, No. 21-050, October 2020. (Revised January 2021.)
- 2020
- Working Paper
Estimating Causal Effects in the Presence of Partial Interference Using Multivariate Bayesian Structural Time Series Models
By: Fiammetta Menchetti and Iavor Bojinov
Researchers regularly use synthetic control methods for estimating causal effects when a sub-set of units receive a single persistent treatment, and the rest are unaffected by the change. In many applications, however, units not assigned to treatment are nevertheless...
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Keywords:
Causal Inference;
Partial Interference;
Synthetic Controls;
Bayesian Structural Time Series;
Mathematical Methods
Menchetti, Fiammetta, and Iavor Bojinov. "Estimating Causal Effects in the Presence of Partial Interference Using Multivariate Bayesian Structural Time Series Models." Harvard Business School Working Paper, No. 21-048, October 2020.
- 2020
- Working Paper
Flight to Safety: How Economic Downturns Affect Talent Flows to Startups
By: Shai Benjamin Bernstein, Richard Townsend and Ting Xu
This paper investigates how economic downturns affect the flow of human capital to startups. Using proprietary data from AngelList Talent, we study how individuals’ online job searches and applications changed during the emergence of the COVID-19 crisis. We find that...
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Keywords:
Startup Labor Market;
Flight To Safety;
Covid-19;
Recession;
Business Startups;
Human Capital;
Business Cycles;
Health Pandemics
Bernstein, Shai Benjamin, Richard Townsend, and Ting Xu. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups." Harvard Business School Working Paper, No. 21-045, September 2020.
- September 2020
- Case
The Black New Venture Competition
Black entrepreneurs encounter many unique obstacles when raising capital to start and grow a business. During their second year at Harvard Business School (HBS), MBA students Kimberly Foster and Tyler Simpson decided to do something to make a difference for...
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Keywords:
Startup;
Start-up;
Startup Financing;
Startups;
Start-ups;
African-american Protagonist;
African-american Entrepreneurs;
African-american Investors;
African-americans;
African-american Women;
Black Leadership;
Black Inventors;
Black Entrepreneurs;
Harvard Business School;
Harvard;
Business And Society;
Early Stage Funding;
Early Stage Finance;
Technology Entrepreneurship;
Discrimination;
Technology Ventures;
Entrepreneurial Finance;
Entrepreneurial Financing;
Business Plan;
Business Startups;
Business Ventures;
Business Growth And Maturation;
Diversity;
Gender;
Race;
Entrepreneurship;
Venture Capital;
Small Business;
Leadership;
Technology;
Competition;
Technology Industry
Mills, Karen, Jeffrey J. Bussgang, Martin Sinozich, and Gabriella Elanbeck. "The Black New Venture Competition." Harvard Business School Case 821-029, September 2020.
- September 2020
- Case
Apple Bets on Augmented Reality
By: Rory McDonald, David Lane and Mel Martin
In 2020, augmented reality (AR) was still a nascent technology with blockbuster potential, one which Apple was actively developing as its iPhone franchise waned. But the emergence of AR was uneven, including the disappointing Google Glass and the unexpected viral...
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Keywords:
Augmented Reality;
Industry Structures;
Product Development;
Commercialization;
Competition;
Corporate Strategy;
Diversification;
Technology;
Technology Adoption;
Information Technology Industry;
Technology Industry;
Video Game Industry
McDonald, Rory, David Lane, and Mel Martin. "Apple Bets on Augmented Reality." Harvard Business School Case 621-007, September 2020.
- September 2020 (Revised November 2020)
- Supplement
Student Success at Georgia State University (B)
By: Michael W. Toffel, Robin Mendelson and Julia Kelley
This is a supplement to the Student Success at Georgia State University (A) case. The (B) case includes the results of a randomized control trial that Georgia State conducted to test education technology start-up AdmitHub’s chatbot solution as a strategy for improving...
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Keywords:
Education;
Higher Education;
Learning;
Curriculum And Courses;
Demographics;
Diversity;
Ethnicity;
Income;
Race;
Values And Beliefs;
Leadership;
Goals And Objectives;
Measurement And Metrics;
Operations;
Organizations;
Mission And Purpose;
Organizational Culture;
Outcome Or Result;
Performance;
Performance Effectiveness;
Performance Evaluation;
Performance Improvement;
Planning;
Strategic Planning;
Social Enterprise;
Nonprofit Organizations;
Social Issues;
Wealth And Poverty;
Equality And Inequality;
Technology;
Technology Platform;
Education Industry;
Atlanta
Toffel, Michael W., Robin Mendelson, and Julia Kelley. "Student Success at Georgia State University (B)." Harvard Business School Supplement 621-039, September 2020. (Revised November 2020.)
- September 2020
- Case
Minerva 2004: Discovery
By: John R. Wells and Benjamin Weinstock
After nearly five years in operation, Doctor Cynthia Bamdad, founder and CEO of Minerva Biotechnologies Corporation (Minerva), was reflecting on the company’s next steps. In a few short years, she and her small team had managed to develop a nanoparticle process for...
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Keywords:
Entrepreneurship;
Financing And Loans;
Strategy;
Decision Choices And Conditions;
Biotechnology Industry
Wells, John R., and Benjamin Weinstock. "Minerva 2004: Discovery." Harvard Business School Case 721-389, September 2020.
- September 2020
- Case
Tulsa Remote: Moving Talent to Middle America
By: Prithwiraj Choudhury and Emma Salomon
Tulsa Remote sought to attract a diverse group of remote workers to the city of Tulsa, Oklahoma—and was willing to put its money where its mouth was, offering $10,000 and a range of wraparound services for its program participants. After a successful pilot year, which...
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Keywords:
Remote Work;
Relocation;
Employment;
Online Technology;
Geographic Location;
Programs;
Employees;
Diversity;
Health Pandemics;
Oklahoma;
Tulsa
Choudhury, Prithwiraj, and Emma Salomon. "Tulsa Remote: Moving Talent to Middle America." Harvard Business School Case 621-048, September 2020.
- August 2020
- Technical Note
Discounted Cash Flows (DCF) Valuation Methods and Their Application in Private Equity
Ivashina, Victoria. "Discounted Cash Flows (DCF) Valuation Methods and Their Application in Private Equity." Harvard Business School Technical Note 221-012, August 2020.
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Harvard Business School HBS Online Business Insights Harvard Business School Online's Business Insights Blog provides the career insights you need to...