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- 2024
- Working Paper
Personalization and Targeting: How to Experiment, Learn & Optimize
By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer
Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details
Keywords: Personalization; Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; AI and Machine Learning
Lemmens, Aurelie, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela, and Oded Netzer. "Personalization and Targeting: How to Experiment, Learn & Optimize." Working Paper, June 2024.
- 2024
- Working Paper
Contributing to Growth? The Role of Open Source Software for Global Startups
By: Nataliya Langburd Wright, Frank Nagle and Shane Greenstein
How does participating in open source software (OSS) communities spur entrepreneurial growth?
To address this question, we analyze novel data matching accounts from GitHub—the largest OSS
hosting platform—to the universe of global software venture-backed firms... View Details
Keywords: Applications and Software; Open Source Distribution; Entrepreneurship; Business Growth and Maturation; Human Capital; Valuation; Corporate Strategy
Wright, Nataliya Langburd, Frank Nagle, and Shane Greenstein. "Contributing to Growth? The Role of Open Source Software for Global Startups." Harvard Business School Working Paper, No. 24-040, January 2024. (Revised August 2024.)
- 2024
- Working Paper
Anti-Political-Establishment Citizens: An In-Depth Study from Two Latin American Countries
By: Loreto Cox and Natalia Garbiras-Diaz
Building on citizens’ animosity towards politicians, anti-establishment parties and
candidates have achieved significant electoral success. While recent studies examine
the supply-side, we know little about what drives citizens’ anti-establishment sentiments and how... View Details
Keywords: Political Parties; Political Instability; Democracy; Elections; Electoral Behavior; Election Outcomes; Ideology; Political Elections; Policy; Governance; Government and Politics; Social Issues; Society; Perception; Crime and Corruption; Latin America; South America; Colombia; Peru
Cox, Loreto, and Natalia Garbiras-Diaz. "Anti-Political-Establishment Citizens: An In-Depth Study from Two Latin American Countries." Working Paper, July 2024.
- 2023
- Working Paper
Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs
By: Jacqueline N. Lane, Karim R. Lakhani and Roberto Fernandez
Competence development in digital technologies, analytics, and artificial intelligence is increasingly important to all types of organizations and their workforce. Universities and corporations are investing heavily in developing training programs, at all tenure... View Details
Keywords: STEM; Selection and Staffing; Gender; Prejudice and Bias; Training; Equality and Inequality; Competency and Skills
Lane, Jacqueline N., Karim R. Lakhani, and Roberto Fernandez. "Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs." Harvard Business School Working Paper, No. 23-066, April 2023. (Accepted by Organization Science.)
- November 22, 2022
- Article
Is Novel Research Worth Doing? Evidence from Peer Review at 49 Journals
By: Misha Teplitskiy, Hao Peng, Andrea Blasco and Karim R. Lakhani
There are long-standing concerns that peer review, which is foundational to scientific institutions like journals and funding agencies, favors conservative ideas over novel ones. We investigate the association between novelty and the acceptance of manuscripts submitted... View Details
Teplitskiy, Misha, Hao Peng, Andrea Blasco, and Karim R. Lakhani. "Is Novel Research Worth Doing? Evidence from Peer Review at 49 Journals." e2118046119. Proceedings of the National Academy of Sciences 119, no. 47 (November 22, 2022).
- November 2022
- Article
Measuring Inequality beyond the Gini Coefficient May Clarify Conflicting Findings
By: Kristin Blesch, Oliver P. Hauser and Jon M. Jachimowicz
Prior research has found mixed results on how economic inequality is related to various outcomes. These contradicting findings may in part stem from a predominant focus on the Gini coefficient, which only narrowly captures inequality. Here, we conceptualize the... View Details
Keywords: Economic Inequalty; Gini Coefficient; Income Inequality; Equality and Inequality; Social Issues; Health; Status and Position
Blesch, Kristin, Oliver P. Hauser, and Jon M. Jachimowicz. "Measuring Inequality beyond the Gini Coefficient May Clarify Conflicting Findings." Nature Human Behaviour 6, no. 11 (November 2022): 1525–1536.
- Article
The Supply Chain Economy: New Policies to Drive Innovation and Jobs
By: Mercedes Delgado and Karen G. Mills
The debate in economic policymaking about the drivers of innovation and job creation has long centered on manufacturing versus services. The predominant view is that manufacturing drives innovation, wages, and growth, and that services provide less innovation and... View Details
Keywords: Supply Chain Industries; Supply Chain; Economy; Policy; Innovation and Invention; Jobs and Positions
Delgado, Mercedes, and Karen G. Mills. "The Supply Chain Economy: New Policies to Drive Innovation and Jobs." Economía Industrial, no. 421 (December 2021).
- December 2019
- Technical Note
Technical Note on Bayesian Statistics and Frequentist Power Calculations
By: Amitabh Chandra and Ariel Dora Stern
This Technical Note provides an introduction to Bayes’ Rule and the statistical intuition that stems from it. In this note, we review the concepts that underlie Bayesian statistics, and we offer several simple mathematical examples to illustrate applications of Bayes’... View Details
Chandra, Amitabh, and Ariel Dora Stern. "Technical Note on Bayesian Statistics and Frequentist Power Calculations." Harvard Business School Technical Note 620-032, December 2019.
- June 2018
- Article
Firm Turnover and the Return of Racial Establishment Segregation
By: John-Paul Ferguson and Rembrand Koning
Racial segregation between American workplaces is greater today than it was a generation ago. This increase has happened alongside the declines in within-establishment occupational segregation on which most prior research has focused. We examine more than 40 years of... View Details
Keywords: Firm Entry; Stratification; Segregration; Entrepreneurship; Business Ventures; Employees; Diversity; Race; Segmentation; United States
Ferguson, John-Paul, and Rembrand Koning. "Firm Turnover and the Return of Racial Establishment Segregation." American Sociological Review 83, no. 3 (June 2018): 445–474.
- 2017
- Article
Frictions or Mental Gaps: What's Behind the Information We (Don't) Use and When Do We Care?
By: Benjamin Handel and Joshua Schwartzstein
Consumers suffer significant losses from not acting on available information. These losses stem from frictions such as search costs, switching costs, and rational inattention, as well as what we call mental gaps resulting from wrong priors/worldviews, or relevant... View Details
Handel, Benjamin, and Joshua Schwartzstein. "Frictions or Mental Gaps: What's Behind the Information We (Don't) Use and When Do We Care?" Journal of Economic Perspectives 32, no. 1 (Winter 2018): 155–178.
- May 2017
- Article
Behavioral Processes in Long-Lag Interventions
By: Dale T. Miller, Jennifer E. Dannals and Julian Zlatev
We argue that psychologists who conduct experiments with long lags between the manipulation and the outcome measure should pay more attention to behavioral processes that intervene between the manipulation and the outcome measure. Neglect of such processes, we contend,... View Details
Keywords: Field Experiments; Interventions; Behavioral Mediation; Theories Of Change; Longitudinal Studies; Behavior; Research; Change; Theory
Miller, Dale T., Jennifer E. Dannals, and Julian Zlatev. "Behavioral Processes in Long-Lag Interventions." Perspectives on Psychological Science 12, no. 3 (May 2017): 454–467.
- October 2016 (Revised September 2017)
- Case
The CRISPR-Cas9 Quarrel
By: Richard G. Hamermesh and Matthew G. Preble
In mid-2016, the Broad Institute and the University of California, Berkeley were in the middle of a contentious patent dispute over which entity controlled a breakthrough gene editing technology called CRISPR-Cas9. With CRISPR-Cas9, scientists might soon be able to... View Details
Keywords: CRISPR; Broad Institute; University Of California Berkeley; Intellectual Property; Patents; Law; Lawsuits and Litigation; Science; Genetics; Entrepreneurship; Biotechnology Industry; United States
Hamermesh, Richard G., and Matthew G. Preble. "The CRISPR-Cas9 Quarrel." Harvard Business School Case 817-020, October 2016. (Revised September 2017.)
- January 2013
- Case
Cabot Corporation: The Fuel Cell Decision (A)
By: Willy Shih and Ying Zhou
Managers at Cabot Corporation are faced with deciding the future of its fuel cell program. The (A) case recounts the view of the business manager and the technical project lead, and the (B) case describes the perspective of a senior manager who is the head of the New... View Details
Keywords: Technical Decision-making; Decision-making Process; Fuel Cells; Decision Choices and Conditions; Decisions; Judgments; Business Plan; Business Exit or Shutdown; Energy Generation; Energy Sources; Innovation and Management; Innovation Strategy; Technological Innovation; Research and Development; Science-Based Business; Commercialization; Technology Industry; Manufacturing Industry; Massachusetts; United States
Shih, Willy, and Ying Zhou. "Cabot Corporation: The Fuel Cell Decision (A)." Harvard Business School Case 613-066, January 2013.
- January 2013
- Supplement
Cabot Corporation: The Fuel Cell Decision (B)
By: Willy Shih and Ying Zhou
Managers at Cabot Corporation are faced with deciding the future of its fuel cell program. The (A) case recounts the view of the business manager and the technical project lead, and the (B) case describes the perspective of a senior manager who is the head of the New... View Details
Keywords: Technical Decision-making; Decision Making Process; Fuel Cells; Decision Choices and Conditions; Decisions; Judgments; Business Plan; Business Exit or Shutdown; Energy Generation; Energy Sources; Innovation and Management; Innovation Strategy; Technological Innovation; Research and Development; Science-Based Business; Commercialization; Technology Industry; Manufacturing Industry; United States; Massachusetts
Shih, Willy, and Ying Zhou. "Cabot Corporation: The Fuel Cell Decision (B)." Harvard Business School Supplement 613-067, January 2013.
- June 2010 (Revised May 2017)
- Teaching Note
Sydney IVF: Stem Cell Research
By: Robert Simons and Kathryn Rosenberg
Teaching Note for 109017. View Details
Keywords: Strategy And Execution; Management Control Systems; Levers Of Control; Strategy; Risk Management; Decisions; Cooperative Ownership; Product Development; Moral Sensibility; Governing Rules, Regulations, and Reforms; Expansion; Science-Based Business; Research; Management Practices and Processes; Business Subsidiaries; Biotechnology Industry; Sydney
- October 2009 (Revised August 2014)
- Case
Tengion: Bringing Regenerative Medicine to Life
By: Elie Ofek and Polly Ross Ribatt
Tengion is a young biotech company that is at the frontier of regenerative medicine—a nascent field that seeks to promote the creation of new cells and tissue to repair or replace tissue or organ function lost due to age, disease, damage, or congenital defects. In late... View Details
Keywords: Decision Choices and Conditions; Financial Crisis; Entrepreneurship; Health Care and Treatment; Technological Innovation; Product Launch; Product Development; Research and Development; Biotechnology Industry; United States
Ofek, Elie, and Polly Ross Ribatt. "Tengion: Bringing Regenerative Medicine to Life." Harvard Business School Case 510-031, October 2009. (Revised August 2014.)
- January 2009 (Revised February 2009)
- Case
Sydney IVF: Stem Cell Research
By: Robert L. Simons, Kathryn Rosenberg and Natalie Kindred
This case examines the strategy implementation and risk management decisions at Sydney IVF, a research-based in vitro fertilization and stem cell company based in Australia. Drs. Robert Jansen and Jock Anderson, who co-founded Sydney IVF in 1986, developed novel... View Details
Keywords: Ethics; Governing Rules, Regulations, and Reforms; Innovation and Management; Growth and Development Strategy; Risk Management; Genetics; Commercialization; Health Industry; Australia
Simons, Robert L., Kathryn Rosenberg, and Natalie Kindred. "Sydney IVF: Stem Cell Research." Harvard Business School Case 109-017, January 2009. (Revised February 2009.)
- 2007
- Article
Selling Stem Cell Science: How Markets Drive Law along the Technological Frontier
By: Debora Spar and Anna Harrington
Spar, Debora, and Anna Harrington. "Selling Stem Cell Science: How Markets Drive Law along the Technological Frontier." American Journal of Law & Medicine 33, no. 4 (2007): 541–565.
- September 2007
- Article
(Noisy) Communication
By: Bharat Anand and Ron Shachar
Communication is central to many settings in marketing and economics. A focal attribute of communication is miscommunication. We model this key characteristic as a noise in the messages communicated, so that the sender of a message is uncertain about its perception by... View Details
Keywords: Communication Intention and Meaning; Interpersonal Communication; Cost vs Benefits; Marketing Communications; Performance Improvement; Mathematical Methods
Anand, Bharat, and Ron Shachar. "(Noisy) Communication." Quantitative Marketing and Economics 5, no. 3 (September 2007): 211–237. (Lead Article.)
- November 2006 (Revised March 2008)
- Case
The Harvard Stem Cell Institute
Describes a set of issues confronting the leaders of the Harvard Stem Cell Institute, an innovative cross-university effort to accelerate scientific discovery and translation in the domain of stem cells. Covers a wide range of topics, including understanding how... View Details
Keywords: Talent and Talent Management; Higher Education; Entrepreneurship; Collaborative Innovation and Invention; Intellectual Property; Research and Development; Genetics; Biotechnology Industry; Health Industry; Massachusetts
Sahlman, William A. "The Harvard Stem Cell Institute." Harvard Business School Case 807-096, November 2006. (Revised March 2008.)