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All HBS Web
(2,358)
- People (22)
- News (585)
- Research (1,002)
- Events (26)
- Multimedia (17)
- Faculty Publications (501)
- 2024
- Working Paper
Winner Take All: Exploiting Asymmetry in Factorial Designs
By: Matthew DosSantos DiSorbo, Iavor I. Bojinov and Fiammetta Menchetti
Researchers and practitioners have embraced factorial experiments to simultaneously test multiple treatments, each with different levels. With the rise of technologies like Generative AI, factorial experimentation has become even more accessible: it is easier than ever...
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Keywords:
Factorial Designs;
Fisher Randomizations;
Rank Estimators;
Employer Interventions;
Causal Inference;
Mathematical Methods;
Performance Improvement
DosSantos DiSorbo, Matthew, Iavor I. Bojinov, and Fiammetta Menchetti. "Winner Take All: Exploiting Asymmetry in Factorial Designs." Harvard Business School Working Paper, No. 24-075, June 2024.
- 01 Jun 2016
- Working Paper Summaries
Motivating Effort in Contributing to Public Goods Inside Organizations: Field Experimental Evidence
- Web
Field Course: Innovating in Health Care - Course Catalog
HBS Course Catalog Field Course: Innovating in Health Care Course Number 6340 Professor Regina Herzlinger Spring; Q3Q4; 3.0 creditsPaper/Project Overview and Requirements Problems with health care quality, access, and costs bedevil all...
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- January 2024
- Article
Helping Children Catch Up: Early Life Shocks and the PROGRESA Experiment
By: Achyuta Adhvaryu, Theresa Molina, Anant Nyshadham and Jorge Tamayo
Can investing in children who faced adverse events in early childhood help them catch up? We answer this question using two orthogonal sources of variation – resource availability at birth (local rainfall) and cash incentives for school enrollment – to identify the...
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Adhvaryu, Achyuta, Theresa Molina, Anant Nyshadham, and Jorge Tamayo. "Helping Children Catch Up: Early Life Shocks and the PROGRESA Experiment." Economic Journal 134, no. 657 (January 2024): 1–22.
- November–December 2023
- Article
Iterative Coordination and Innovation: Prioritizing Value over Novelty
By: Sourobh Ghosh and Andy Wu
An innovating organization faces the challenge of how to prioritize distinct goals of novelty and value, both of which underlie innovation. Popular practitioner frameworks like Agile management suggest that organizations can adopt an iterative approach of frequent...
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Keywords:
Innovation;
Novelty;
Goals;
Specialization;
Coordination;
Field Experiment;
Software Development;
Agile;
Scrum;
Iteration;
Iterative;
Organizations;
Innovation and Invention;
Value;
Goals and Objectives;
Integration;
Applications and Software
Ghosh, Sourobh, and Andy Wu. "Iterative Coordination and Innovation: Prioritizing Value over Novelty." Organization Science 34, no. 6 (November–December 2023): 2182–2206.
- 22 Apr 2014
- News
Mark Fields Follows a Legend Leaving Ford in Prime Condition
- Web
Field Course: Innovating in Health Care, Q2 - Course Catalog
HBS Course Catalog Field Course: Innovating in Health Care, Q2 Course Number 6345 Professor Regina Herzlinger University of Miami Professor Lee Kaplan Executive Fellow Ben Creo Executive Fellow Brian Walker Fall; Q2; 1.5...
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- 16 Jun 2020
- News
Megan Rapinoe on Leading - On and Off the Field
- 2020
- Article
A Practical Approach to Sales Compensation: What Do We Know Now? What Should We Know in the Future?
By: Doug J. Chung, Byungyeon Kim and Niladri B. Syam
Personal selling represents one of the most important elements in the marketing mix, and appropriate management of the sales force is vital to achieving the organization’s objectives. Among the various instruments of sales management, compensation plays a pivotal role...
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Keywords:
Sales Compensation;
Sales Management;
Sales Strategy;
Principal-agent Theory;
Structural Econometrics;
Field Experiments;
Machine Learning;
Artificial Intelligence;
Salesforce Management;
Compensation and Benefits;
Motivation and Incentives;
AI and Machine Learning
Chung, Doug J., Byungyeon Kim, and Niladri B. Syam. "A Practical Approach to Sales Compensation: What Do We Know Now? What Should We Know in the Future?" Foundations and Trends® in Marketing 14, no. 1 (2020): 1–52.
- Web
A Guided Experience into the World of Entrepreneurship - MBA
Business & Environment Career Change Career and Professional Development Case Method Clubs Curriculum Digital Entrepreneurship FIELD Financial Aid Health Care Instagram Takeover JD/MBA Leadership Letters to Classmates MBA/MPP & MBA/MPA-ID...
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- Web
Field Course: Private Equity Projects and Ecosystems - Course Catalog
HBS Course Catalog Field Course: Private Equity Projects and Ecosystems Course Number 6440 Senior Lecturer John Dionne Spring; Q3Q4; 3.0 creditsWeekly, two-hour meetingsProject/Lecture Series - No Case Studies Enrollment limited to 50...
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- Article
Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)
By: Eva Ascarza and Ayelet Israeli
An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details
Keywords:
Algorithm Bias;
Personalization;
Targeting;
Generalized Random Forests (GRF);
Discrimination;
Customization and Personalization;
Decision Making;
Fairness;
Mathematical Methods
Ascarza, Eva, and Ayelet Israeli. "Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)." e2115126119. Proceedings of the National Academy of Sciences 119, no. 11 (March 8, 2022).
- Web
1.4.5 Required Summer Work Experience & Internship Courses - MBA
1.4 Academic Program Specifics 1.4.5 Required Summer Work Experience & Internship Courses Welcome to HBS Being a Student at HBS 1. Academic Information & Policies 1.1 HBS Community Values 1.2 MBA Honor Code 1.3 Academic Calendar 1.4...
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- 01 Dec 2000
- News
In War-Torn Liberia, Student Gains a Wealth of Experience
business experience in the private sector. "Some people may not think there are many connections between business and nonprofits, but there are," she states. "Understanding and having credibility in both View Details
- April 2020
- Article
A Theory of Experimenters: Robustness, Randomization, and Balance
By: Abhijit Banerjee, Sylvain Chassang, Sergio Montero and Erik Snowberg
This paper studies the problem of experiment design by an ambiguity-averse decisionmaker who trades off subjective expected performance against robust performance guarantees. This framework accounts for real-world experimenters’ preference for randomization. It also...
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Banerjee, Abhijit, Sylvain Chassang, Sergio Montero, and Erik Snowberg. "A Theory of Experimenters: Robustness, Randomization, and Balance." American Economic Review 110, no. 4 (April 2020): 1206–1230.
- 17 Dec 2015
- News
Field 2 Gives Students Hands-On Exposure To Business Practices In Malaysia
capital as part of FIELD 2, the second module of the required course Field Immersion Experiences for Leadership Development. She and her five teammates helped Groupon Malaysia...
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- Forthcoming
- Article
Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals
By: Ta-Wei Huang and Eva Ascarza
Firms are increasingly interested in developing targeted interventions for customers with the best response,
which requires identifying differences in customer sensitivity, typically through the conditional average treatment
effect (CATE) estimation. In theory, to...
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Keywords:
Long-run Targeting;
Heterogeneous Treatment Effect;
Statistical Surrogacy;
Customer Churn;
Field Experiments;
Consumer Behavior;
Customer Focus and Relationships;
AI and Machine Learning;
Marketing Strategy
Huang, Ta-Wei, and Eva Ascarza. "Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals." Marketing Science (forthcoming). (Pre-published online March 6, 2024.)
- 2012
- Chapter
The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort
By: Kevin J. Boudreau and Karim R. Lakhani
Software development occurs in a patchwork or "confederacy" of different types of institutions (universities, small start-ups, multinational enterprises, government agencies, etc.) utilizing varied work approaches. Here we speculate on one possible explanation for this...
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Keywords:
Innovation and Invention;
Applications and Software;
Product Development;
Organizations;
Employees;
Behavior;
Competition;
Cooperation;
Creativity;
Information Technology Industry
Boudreau, Kevin J., and Karim R. Lakhani. "The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort." In The Rate and Direction of Inventive Activity Revisited, edited by Josh Lerner and Scott Stern, 483–502. University of Chicago Press, 2012.
- 25 Mar 2021
- Research & Ideas
Steer Clear of the Blind Spots That Derail Experiments
look at how companies could more effectively leverage structured, randomized experiments to inform decision-making. His goal: Enable C-suite leaders to avoid the blind spots and blunders that can occur when...
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Keywords:
by Danielle Kost
- Spring 2016
- Article
Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design
By: Kevin J. Boudreau, Karim R. Lakhani and Michael E. Menietti
Tournaments are widely used in the economy to organize production and innovation. We study individual contestant-level data from 2,796 contestants in 774 software algorithm design contests with random assignment. Precisely conforming to theory predictions, the...
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Boudreau, Kevin J., Karim R. Lakhani, and Michael E. Menietti. "Performance Responses to Competition Across Skill-Levels in Rank Order Tournaments: Field Evidence and Implications for Tournament Design." RAND Journal of Economics 47, no. 1 (Spring 2016): 140–165.