Publications

Educators

October 2007
Article

The Art of Designing Markets

By: Alvin E. Roth

Traditionally, markets have been viewed as simply the confluence of supply and demand. But to function properly, they must be able to attract a sufficient number of buyers and sellers, induce participants to make their preferences clear, and overcome congestion by... View Details

Keywords: Market Design; Market Participation; Market Transactions; Information Technology; Internet and the Web

Research Summary

The Design of Mechanisms and Institutions

Professor Coughlan's research also investigates the design of public policy and collective choice institutions. His research publications have applied game theory, mechanism design, and laboratory experiments to explore incentives and outcomes under alternative legal,... View Details

29 Oct 2015
News

How to Design (and Analyze) a Business Experiment

January 2022
Article

Rational Habit Formation: Experimental Evidence from Handwashing in India

By: Reshmaan Hussam, Atonu Rabbani, Giovanni Reggiani and Natalia Rigol

We test the predictions of the rational addiction model, reconceptualized as rational habit formation, in the context of handwashing in rural India. To track handwashing, we design soap dispensers with timed sensors. We test for rational habit formation by informing... View Details

Keywords: Handwashing; Habit; Monitoring; Behavior; Health; Motivation and Incentives

March 2020 (Revised March 2023)
Module Note

The Role of Experiments in Organizations

By: Michael Luca

This note outlines the structure and content of a four-class module—The Role of Experiments in Organizations—that is designed to introduce students to the role of experimental methods in managerial decisions. View Details

Keywords: Experiments; Experimental Methods; Decision Making; Information

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2024
Working Paper

Design of Panel Experiments with Spatial and Temporal Interference

By: Tu Ni, Iavor Bojinov and Jinglong Zhao

One of the main practical challenges companies face when running experiments (or A/B tests) over a panel is interference, the setting where one experimental unit's treatment assignment at one time period impacts another's outcomes, possibly at the following time... View Details

Keywords: Research

SSRN

One of the main practical challenges companies face when running experiments (or A/B tests) over a panel is interference, the setting where one experimental unit's treatment assignment at one time period impacts another's outcomes, possibly at the following time... View Details

23 Mar 2020
Working Paper Summaries

The Effects of Hierarchy on Learning and Performance in Business Experimentation

Keywords: by Sourobh Ghosh, Stefan H. Thomke, and Hazjier Pourkhalkhali

April 2019
Article

Incentives for Public Goods Inside Organizations: Field Experimental Evidence

By: Andrea Blasco, Olivia S. Jung, Karim R. Lakhani and Michael Menietti

Understanding why employees go the extra mile at work is a key problem for many organizations. We conduct a field experiment at a medical organization to study motivations for employees to submit project proposals for organizational improvement. In total, we analyze... View Details

Keywords: Field Experiment; Innovation; Contest; Incentives; Free-rider Problem; Healthcare Organizations; Employees; Motivation and Incentives; Innovation and Invention; Organizations; Performance Improvement; Perspective

September 2009
Article

Spousal Control and Intra-Household Decision Making: An Experimental Study in the Philippines

By: Nava Ashraf

Using an experimental design I elicit causal effects of spousal observability and communication on financial choices of married individuals in the Philippines. Making choices public moves men from putting money into their own account to consumption; communication with... View Details

Keywords: Intra-household; Bargaining; Experiments; Economic Development; Saving; Governance Controls; Decision Choices and Conditions; Personal Finance; Family and Family Relationships; Household; Gender

2022
Working Paper

Are Experts Blinded by Feasibility?: Experimental Evidence from a NASA Robotics Challenge

By: Jacqueline N. Lane, Zoe Szajnfarber, Jason Crusan, Michael Menietti and Karim R. Lakhani

Resource allocation decisions play a dominant role in shaping a firm’s technological trajectory and competitive advantage. Recent work indicates that innovative firms and scientific institutions tend to exhibit an anti-novelty bias when evaluating new projects and... View Details

Keywords: Evaluations; Novelty; Feasibility; Field Experiment; Resource Allocation; Technological Innovation; Competitive Advantage; Decision Making

SSRN

June 2022 (Revised January 2025)
Technical Note

Causal Inference

By: Iavor I Bojinov, Michael Parzen and Paul Hamilton

This note provides an overview of causal inference for an introductory data science course. First, the note discusses observational studies and confounding variables. Next the note describes how randomized experiments can be used to account for the effect of... View Details

Keywords: Causal Inference; Causality; Experiment; Experimental Design; Data Science; Analytics and Data Science

Educators

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Web

Design Thinking Course | HBS Online

This course is part of the Entrepreneurship & Innovation track. Introduction to Design Thinking and Innovation ENROLL NOW No application needed for our certificate programs. Start your journey today! Design... View Details

17 Nov 2011
Sharpening Your Skills

Sharpening Your Skills: Organizational Design

solving in a multicultural context because it promotes a flow of novel ideas and concepts from cultures other than one's own. New ideas from other cultures can serve as raw materials for recombination or stimulate new thoughts. Combining social network analysis and... View Details

Keywords: Re: Ranjay Gulati & Raffaella Sadun

26 May 2010
Working Paper Summaries

Unraveling Results from Comparable Demand and Supply: An Experimental Investigation

Keywords: by Muriel Niederle, Alvin E. Roth & M. Utku Unver

February 2021
Tutorial

T-tests: Theory and Practice

By: Michael Parzen, Natalie Epstein, Chiara Farronato and Michael Toffel

This video provides an introduction to hypothesis testing, sampling, t-tests, and p-values. It provides examples of A/B testing and t-testing to assess whether difference between two groups are statistically significant. This video can be assigned in conjunction with... View Details

Keywords: Data Analysis; Data Analytics; Experiment Design; Experimentation; Analytics and Data Science; Analysis

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April, 2023
Article

Reducing Information Barriers to Solar Adoption: Experimental Evidence from India

By: Meera Mahadevan, Robyn C. Meeks and Takashi Yamano

Off-grid solar technologies hold promise for unelectrified and low-quality electricity settings; however, their adoption remains low. Important barriers to adoption, such as incomplete information remain relatively unexplored in developing countries. In collaboration... View Details

Keywords: Technology Adoption; Renewable Energy; Knowledge Sharing; Developing Countries and Economies; India

2016
Chapter

Innovation Experiments: Researching Technical Advance, Knowledge Production and the Design of Supporting Institutions

By: Kevin J. Boudreau and Karim R. Lakhani

This paper discusses several challenges in designing field experiments to better understand how organizational and institutional design shapes innovation outcomes and the production of knowledge. We proceed to describe the field experimental research program carried... View Details

Keywords: Organizational Design; Research; Knowledge; Innovation and Invention