Henrik Kleven
Kristian Jakobsen
Katrine Marie Jakobsen
Alessandro Guarnieri
Tanguy van Ypersele
Fabien Petit
Cecilia García-Peñalosa
Yonatan Berman
Nina Weber
Julian Limberg
David Hope
Pedro Tremacoldi-Rossi
Tatiana Mocanu
Marco Ranaldi
Silvia Vannutelli
Raymond Fisman
John Voorheis
Reed Walker
Janet Currie
Roel Dom
Marcos Vera-Hernández
Emla Fitzsimons
José V. Rodríguez Mora
Tomasa Rodrigo
Álvaro Ortiz
Stephen Hansen
Vasco Carvalho
Gergely Buda
Gabriel Zucman
Anders Jensen
Matthew Fisher-Post
José-Alberto Guerra
Myra Mohnen
Christopher Timmins
Ignacio Sarmiento-Barbieri
Peter Christensen
Linda Wu
Gaurav Khatri
Julián Costas-Fernández
Eleonora Patacchini
Jorgen Harris
Marco Battaglini
Ricardo Fernholz
Alberto Bisin
Jess Benhabib
Cian Ruane
Pete Klenow
Mark Bils
Peter Hull
Will Dobbie
David Arnold
Eric Zwick
Owen Zidar
Matt Smith
Ansgar Walther
Tarun Ramadorai
Paul Goldsmith-Pinkham
Andreas Fuster
Ellora Derenoncourt
Golvine de Rochambeau
Vinayak Iyer
Jonas Hjort
Elena Simintzi
Paige Ouimet
Holger Mueller
Pablo Garriga
Gabriel Ulyssea
Costas Meghir
Pinelopi Koujianou Goldberg
Rafael Dix-Carneiro
Alessandro Toppeta
Áureo de Paula
Orazio Attanasio
Seth Zimmerman
Joseph Price
Valerie Michelman
Camille Semelet
Anne Brockmeyer
Pierre Bachas
Santiago Pérez
Elisa Jácome
Leah Boustan
Ran Abramitzky
Jesse Rothstein
Jeffrey T. Denning
Sandra Black
Wei Cui
Mathieu Leduc
Philippe Jehiel
Shivam Gujral
Suraj Sridhar
Attila Lindner
Arindrajit Dube
Pascual Restrepo
Łukasz Rachel
Benjamin Moll
Kirill Borusyak
Michael McMahon
Frederic Malherbe
Gabor Pinter

Robots, labor markets, and universal basic income

What is this research about and why did you do it?

This study seeks to shed light on the debate about automation, robotization and artificial intelligence: What are the key variables and how will they influence the introduction of the new automation revolution, and how will they do it? What effects will automation have on incomes, jobs, productivity and production? What role will economic policies play in overcoming possible risks?

How did you answer this question?

We have designed a laboratory experiment with different treatments depending on the economic policy alternatives that have been proposed in the context of automation. As a benchmark we test the effect on the effort of workers who may be replaced by robots. Next, we study the effect of incorporating a universal basic income. We have also considered the inclusion of a fixed tax for the use of a robot that replaces a worker and, finally, the possible coexistence of robots and workers in a shared work framework. 

What did you find?

  1. The threat of being replaced by a robot does not affect the productivity of workers. The risk of being replaced by a robot does not increase worker effort. However, the incorporation of robots in the production process significantly increases the productivity of the company.
  2. Neither basic income nor the tax for replacing a worker with a robot discourages worker productivity. 
  3. The tax on the replacement of a worker reduces the probability of replacement. 
  4. In the case in which a worker has not been replaced by a more efficient robot, he does not increase his productivity. There is no sense of reciprocity arising from the fact of not being replaced.

Comparison of aggregated outputs in treatments with and without basic income or tax. T0 Baseline. T1 Endogenous M2 without universal basic income and tax. T2 Endogenous M2 with universal basic income and without tax. T3 Endogenous M2 without universal basic income and with tax. T4 Endogenous M2 with universal basic income and tax. T5 Endogenous M3 without universal basic income and tax. T6 Endogenous M3 without universal basic income and with tax. T7 Exogenous without universal basic income. T8 Exogenous with universal basic income

What implications does this have for research on wealth concentration or economic inequality?

These findings indicate that universal basic income can be introduced without diminishing effort and productivity in the economy if automation creates increased unemployment, even if that unemployment is temporary. A tax on firms using robots can be used to slow the process temporarily and to fund the universal basic income, thus improving equality in the transition to a more mechanized society.

What are the next steps in your agenda?

The natural follow up for this paper would be field trials of universal basic income in locales where automation is happening rapidly.


This paper can be cited as follows: Cabrales, A., Hernández, P. and Sánchez, A. (2020) 'Robots, labor markets, and universal basic income.' Humanities and Social Sciences Communications, 7(1), pp: 1-8.

About the authors