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- 2023
- Article
Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators
By: Benjamin Jakubowski, Siram Somanchi, Edward McFowland III and Daniel B. Neill
Regression discontinuity (RD) designs are widely used to estimate causal effects in the absence of a randomized experiment. However, standard approaches to RD analysis face two significant limitations. First, they require a priori knowledge of discontinuities in...
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Jakubowski, Benjamin, Siram Somanchi, Edward McFowland III, and Daniel B. Neill. "Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators." Journal of Machine Learning Research 24, no. 133 (2023): 1–57.
- 2023
- Working Paper
The Politics of Philanthropy in China
By: Geoffrey Jones and Yuhai Wu
This working paper looks historically at business philanthropy in China. In the West, the literature has distinguished between entrepreneurial and customary philanthropy, while the phenomenon of spiritual philanthropy has been identified in many emerging markets. This...
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Keywords:
China;
Philanthropy;
Ethics;
Philanthropy and Charitable Giving;
Moral Sensibility;
Corporate Social Responsibility and Impact;
Economic Systems;
Economic Sectors;
China
Jones, Geoffrey, and Yuhai Wu. "The Politics of Philanthropy in China." Harvard Business School Working Paper, No. 23-067, May 2023.
- May 9, 2023
- Response
Regulatory Submission Characteristics and Recalls of Medical Devices Receiving 510(k) Clearance
By: Alexander O. Everhart, Yi Zhu and Ariel D. Stern
Everhart, Alexander O., Yi Zhu, and Ariel D. Stern. "Regulatory Submission Characteristics and Recalls of Medical Devices Receiving 510(k) Clearance." JAMA, the Journal of the American Medical Association 329, no. 18 (May 9, 2023): 1609–1610. (Reply to original paper.)
- 2023
- Working Paper
Cryptocurrency Investing: Stimulus Checks and Inflation Expectations
By: Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson and Jason Kotter
We provide a first look into the factors that affect retail investing in cryptocurrencies. We use consumer transaction data to examine how borrower characteristics, liquidity shocks, and hedging requirements shape crypto investment decisions of millions of U.S....
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Keywords:
Consumer Finance;
Cryptocurrency;
Fintech;
Inflation;
Portfolio Choice;
Stimulus;
Consumer Behavior;
Risk and Uncertainty;
Investment
Aiello, Darren, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson, and Jason Kotter. "Cryptocurrency Investing: Stimulus Checks and Inflation Expectations." Working Paper, May 2023.
- April 12, 2023
- Article
Using AI to Adjust Your Marketing and Sales in a Volatile World
By: Das Narayandas and Arijit Sengupta
Why are some firms better and faster than others at adapting their use of customer data to respond to changing or uncertain marketing conditions? A common thread across faster-acting firms is the use of AI models to predict outcomes at various stages of the customer...
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Keywords:
Forecasting and Prediction;
AI and Machine Learning;
Consumer Behavior;
Technology Adoption;
Competitive Advantage
Narayandas, Das, and Arijit Sengupta. "Using AI to Adjust Your Marketing and Sales in a Volatile World." Harvard Business Review Digital Articles (April 12, 2023).
- April 6, 2023
- Article
A New NFT Launch Strategy: The Wave Mint
By: Scott Duke Kominers and 1337 Skulls Sers
In an NFT project, the mint—the process by which tokens are initially allocated—largely determines who your community is and how they and the broader market view the project going forward. In this piece, we review a new minting strategy recently introduced by 1337...
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Keywords:
NFTs;
Mechanism Design;
Sales Management;
Sales Model;
Crypto Economy;
Non-fungible Tokens;
Networks;
Product Launch;
Auctions;
Market Design
Kominers, Scott Duke, and 1337 Skulls Sers. "A New NFT Launch Strategy: The Wave Mint." a16zcrypto.com (April 6, 2023).
- April 2023
- Technical Note
An Art & A Science: How to Apply Design Thinking to Data Science Challenges
By: Michael Parzen, Eddie Lin, Douglas Ng and Jessie Li
We hear it all the time as managers: “what is the data that backs up your decisions?” Even local mom-and-pop shops now have access to complex point-of-sale systems that can closely track sales and customer data. Social media influencers have turned into seven-figure...
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Parzen, Michael, Eddie Lin, Douglas Ng, and Jessie Li. "An Art & A Science: How to Apply Design Thinking to Data Science Challenges." Harvard Business School Technical Note 623-070, April 2023.
- Spring 2023
- Article
Incentive Contract Design and Employee-Initiated Innovation: Evidence from the Field
By: Wei Cai, Susanna Gallani and Jee-Eun Shin
This study examines how the design of incentive contracts for tasks defined as workers’ official responsibilities (i.e., standard tasks) influences workers’ propensity to engage in employee-initiated innovation (EII). EII corresponds to innovation activities that are...
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Keywords:
Employee-initiated Innovation;
Contract Design;
Rank-and-file;
Extra-role Behaviors;
Compensation and Benefits;
Motivation and Incentives;
Innovation and Management
Cai, Wei, Susanna Gallani, and Jee-Eun Shin. "Incentive Contract Design and Employee-Initiated Innovation: Evidence from the Field." Contemporary Accounting Research 40, no. 1 (Spring 2023): 292–323.
- April 2023
- Article
The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences
By: Armin Falk, Anke Becker, Thomas Dohmen, David B. Huffman and Uwe Sunde
Incentivized choice experiments are a key approach to measuring preferences in economics but are also costly. Survey measures are a low-cost alternative but can suffer from additional forms of measurement error due to their hypothetical nature. This paper seeks to...
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Keywords:
Survey Validation;
Experiment;
Preference Measurement;
Surveys;
Economics;
Behavior;
Measurement and Metrics
Falk, Armin, Anke Becker, Thomas Dohmen, David B. Huffman, and Uwe Sunde. "The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences." Management Science 69, no. 4 (April 2023): 1935–1950.
- March 2023 (Revised May 2023)
- Case
OneTen at Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (A)
By: Linda A. Hill and Lydia Begag
It was December 10, 2020, and Ed Bastian, the Chief Executive Officer (CEO) of Delta Air Lines (Delta), had just finished a meeting with Joanne Smith, Executive Vice President and Chief People Officer, and Keyra Lynn Johnson, the Chief Diversity and Inclusion Officer....
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Keywords:
Recruitment;
Training;
Race;
Equality and Inequality;
Corporate Social Responsibility and Impact;
Job Design and Levels;
Air Transportation Industry;
United States
Hill, Linda A., and Lydia Begag. "OneTen at Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (A)." Harvard Business School Case 423-072, March 2023. (Revised May 2023.)
- March 2023 (Revised May 2023)
- Supplement
OneTen At Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (B)
By: Linda A. Hill and Lydia Begag
In January 2023, Delta Air Lines (Delta) Chief Executive Officer (CEO) Ed Bastian and his team had just launched the third iteration of an internal skills-first apprenticeship program, designed to move frontline employees into "merit" positions in four job categories....
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Keywords:
Change Management;
Growth and Development Strategy;
Diversity;
Race;
Talent and Talent Management;
Training;
Human Resources;
Air Transportation Industry;
United States
Hill, Linda A., and Lydia Begag. "OneTen At Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (B)." Harvard Business School Supplement 423-073, March 2023. (Revised May 2023.)
- March 2023 (Revised May 2023)
- Supplement
OneTen at Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (C)
By: Linda A. Hill and Lydia Begag
In February 2023, Delta Air Lines (Delta) Chief Executive Officer (CEO) Ed Bastian, celebrated the airline’s OneTen partnership in a room full of Atlanta’s prominent business leaders, educators, and public servants in Atlanta, at a OneTen/Delta Launch Event. To support...
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Keywords:
Talent and Talent Management;
Business and Stakeholder Relations;
Business and Community Relations;
Race;
Leading Change;
Air Transportation Industry;
United States;
Atlanta
Hill, Linda A., and Lydia Begag. "OneTen at Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (C)." Harvard Business School Supplement 423-075, March 2023. (Revised May 2023.)
- March 2023
- Case
Innovation at Google Ads: The Sales Acceleration and Innovation Labs (SAIL) (A)
By: Linda A. Hill and Emily Tedards
In 2018, Ana Owczarzak was appointed to lead Google Ads' new innovation and accelerator team - the Sales Acceleration and Innovation Labs (SAIL). The purpose of SAIL was to offer testing and incubation services for individuals within Google Ads who were developing new...
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Keywords:
Innovation Leadership;
Innovation Strategy;
Organizational Design;
Technology Industry;
Advertising Industry;
Information Technology Industry;
United States
Hill, Linda A., and Emily Tedards. "Innovation at Google Ads: The Sales Acceleration and Innovation Labs (SAIL) (A)." Harvard Business School Case 423-076, March 2023.
- March 2023
- Case
Interior Collab
By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
After venture capital-funded online interior design agency Homepolish collapsed, its former freelance designers met to discuss next steps. The bitter experience led some of them to create a workers’ collaborative called Interior Collab. The founding members needed to...
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- March 2023
- Case
Woven Planet - Designing Software for the Car of the Future
By: Gary P. Pisano and Catherine Piner
Founded in 2021, Woven Planet Holdings—a subsidiary of Toyota Motor Corporation—was developing Arene, an automotive software platform consisting of an operating system, development and simulation tools, and a cloud-based service that could store and analyze vehicle...
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Keywords:
Technology;
Automated Driving;
Innovation;
Organizational Culture;
Applications and Software;
Safety;
Product Launch;
Product;
Auto Industry;
Technology Industry
Pisano, Gary P., and Catherine Piner. "Woven Planet - Designing Software for the Car of the Future." Harvard Business School Case 623-064, March 2023.
- March 2023
- Case
On
By: Ramon Casadesus-Masanell, Karolin Frankenberger and Sascha Mader
Founded in 2010, in just one decade, the Swiss company On had established itself as a main player in global sports footwear and apparel. Based on an unconventional strategy which one of the founders labeled as “obsessively distinct,” On grew its sales with a compound...
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- 2023
- Working Paper
Remote Work across Jobs, Companies, and Space
By: Stephen Hansen, Peter John Lambert, Nick Bloom, Steven J. Davis, Raffaella Sadun and Bledi Taska
The pandemic catalyzed an enduring shift to remote work. To measure and characterize
this shift, we examine more than 250 million job vacancy postings across five
English-speaking countries. Our measurements rely on a state-of-the-art language-processing
framework...
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Keywords:
Remote Work;
Hybrid Work;
Work From Home (WFH);
Pandemic;
Labor Market;
Job Search;
Job Design and Levels;
Trends
Hansen, Stephen, Peter John Lambert, Nick Bloom, Steven J. Davis, Raffaella Sadun, and Bledi Taska. "Remote Work across Jobs, Companies, and Space." NBER Working Paper Series, No. 31007, March 2023. (Harvard Business School Working Paper, No. 23-059, March 2023.)
- March 2023
- Module Note
The Social Purpose of the Firm
By: Debora L. Spar and Julia Comeau
The Social Purpose of the Firm (SPF) is a short module designed to explore how, and under what circumstances, business leaders can harness the power of capitalism and markets to “make a difference in the world” – that is, to address a significant societal problem as a...
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Keywords:
Social Accounting;
Purpose;
Corporate Social Responsibility and Impact;
Social Enterprise;
Mission and Purpose;
United States;
Sweden;
Kenya;
Netherlands
Spar, Debora L., and Julia Comeau. "The Social Purpose of the Firm." Harvard Business School Module Note 323-051, March 2023.
- March 2023
- Case
Best Buy: Renew Blue (A)
By: Sunil Gupta, Dave Habeeb and Amram Migdal
Preabstract: The A Video Case should be assigned to students in advance of class. The B case is intended to be used in class by educators and the C case can be assigned to students during or after class. The product is designed as a low-prep case for students, with...
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- March 2023
- Case
Accelerating AI Adoption in the U.S. Air Force
By: Maria P. Roche and Alexander Farrow
In August 2022, the Pentagon tasked U.S. Air Force Captain Victor Lopez to launch a new office for AFWERX , an Air Force innovation unit that leveraged commercial developers and military talent to acquire advanced technologies. This task was particularly arduous...
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