Publications

Purchase

May 2012
Article

Incentive Schemes, Sorting and Behavioral Biases of Employees: Experimental Evidence

By: Ian Larkin and Stephen Leider

We investigate how the convexity of a firm's incentives interacts with worker overconfidence to affect sorting decisions and performance. We demonstrate experimentally that overconfident employees are more likely to sort into a non-linear incentive scheme over a linear... View Details

Keywords: Motivation and Incentives; Performance; Behavior; Prejudice and Bias; Decisions; Employees; Wages

2018
Working Paper

Is Overconfidence a Motivated Bias? Experimental Evidence

By: Jennifer M. Logg, Uriel Haran and Don A. Moore

Are overconfident beliefs driven by the motivation to view oneself positively? We test the relationship between motivation and overconfidence using two distinct, but often conflated, measures: better-than-average (BTA) beliefs and overplacement. Our results suggest... View Details

Keywords: Self-perception; Overconfidence; Motivation; Better-Than-Average Effect; Specifically; Personal Characteristics; Perception; Motivation and Incentives; Cognition and Thinking

SSRN

December 1988
Article

Laboratory Experimentation in Economics: A Methodological Overview

By: A. E. Roth

Keywords: Economics; Information

27 Apr 2018
Working Paper Summaries

Is Overconfidence a Motivated Bias? Experimental Evidence

Keywords: by Jennifer M. Logg, Uriel Haran, and Don A. Moore

fall 1993
Article

On the Early History of Experimental Economics

By: A. E. Roth

Keywords: Business History; Economics

Article

Risk Aversion in Bargaining: An Experimental Study

By: J. K. Murnighan, A. E. Roth and F. Schoumaker

Keywords: Risk and Uncertainty; Information

2024
Working Paper

Business Experiments as Persuasion

By: Orie Shelef, Rebecca Karp and Robert Wuebker

Much of the prior work on experimentation rests upon the assumption that entrepreneurs and managers use—or should optimally adopt—a "scientific approach" to test possible decisions before making them. This paper offers an alternative view of experimental strategy,... View Details

Keywords: Experimentation; Entrepreneurship; Strategy; Decision Making; Innovation Strategy

2018
Working Paper

Product Quality and Entering Through Tying: Experimental Evidence

Dominant platform businesses often develop products in adjacent markets to complement their core business. One common approach used to gain traction in these adjacent markets has been to pursue a tying strategy. For example, Microsoft pre-installed Internet Explorer... View Details

Keywords: Market Entry and Exit; Digital Platforms; Competitive Strategy; Product Marketing; Quality

SSRN

11 Aug 2014
Working Paper Summaries

Decision Making Under Information Asymmetry: Experimental Evidence on Belief Refinements

Keywords: by William Schmidt & Ryan W. Buell

15 Nov 2007
Working Paper Summaries

The Dynamic Interplay of Inequality and Trust: An Experimental Study

Keywords: by Ben Greiner, Axel Ockenfels & Peter Werner

2024
Article

Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules

By: Michael Lingzhi Li and Kosuke Imai

A century ago, Neyman showed how to evaluate the efficacy of treatment using a randomized experiment under a minimal set of assumptions. This classical repeated sampling framework serves as a basis of routine experimental analyses conducted by today’s scientists across... View Details

Keywords: AI and Machine Learning; Research

2022
Working Paper

Banking on Transparency for the Poor: Experimental Evidence from India

By: Erica M. Field, Natalia Rigol, Charity M. Troyer Moore, Rohini Pande and Simone G. Schaner

Do information frictions limit the benefits of financial inclusion drives for the rural poor? We evaluate an experimental intervention among recently banked poor Indian women receiving government cash transfers via direct deposit. Treated women were provided automated... View Details

Register to Read

13 Jul 2011
Research & Ideas

Experimental Researcher Helps Improve Health Care in Zambia

Sometimes big ideas start with small experiments. That's been the experience of Harvard Business School professor Nava Ashraf, whose experimental approach to research in developing countries has produced insights that have influenced... View Details

Keywords: by Roger Thompson; Health

12 Nov 2018
Working Paper Summaries

Product Quality and Entering Through Tying: Experimental Evidence

Keywords: by Hyunjin Kim and Michael Luca; Technology; Web Services

August 2020
Article

Machine Learning and Human Capital Complementarities: Experimental Evidence on Bias Mitigation

By: Prithwiraj Choudhury, Evan Starr and Rajshree Agarwal

The use of machine learning (ML) for productivity in the knowledge economy requires considerations of important biases that may arise from ML predictions. We define a new source of bias related to incompleteness in real time inputs, which may result from strategic... View Details

Keywords: Machine Learning; Bias; Human Capital; Management; Strategy

July 1999
Background Note

Note on Statistical Tests for a Randomized Matched Pair Experimental Design, A

By: Alvin J. Silk

Concerns understanding the conditions under which an experimental design that employs matching and randomization may result in gains in precision as compared to a design that utilizes randomization and independent samples--i.e., no matching. An empirical example is... View Details

Keywords: Marketing; Performance Efficiency; Mathematical Methods

Educators

2023
Working Paper

An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits

By: Biyonka Liang and Iavor I. Bojinov

Typically, multi-armed bandit (MAB) experiments are analyzed at the end of the study and thus require the analyst to specify a fixed sample size in advance. However, in many online learning applications, it is advantageous to continuously produce inference on the... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Mathematical Methods