Cargando…

Does eye-tracking have an effect on economic behavior?

Eye-tracking is becoming an increasingly popular tool for understanding the underlying behavior driving human decisions. However, an important unanswered methodological question is whether the use of an eye-tracking device itself induces changes in participants’ behavior. We study this question usin...

Descripción completa

Detalles Bibliográficos
Autores principales: Kee, Jennifer, Knuth, Melinda, Lahey, Joanna N., Palma, Marco A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341649/
https://www.ncbi.nlm.nih.gov/pubmed/34351921
http://dx.doi.org/10.1371/journal.pone.0254867
_version_ 1783733956829511680
author Kee, Jennifer
Knuth, Melinda
Lahey, Joanna N.
Palma, Marco A.
author_facet Kee, Jennifer
Knuth, Melinda
Lahey, Joanna N.
Palma, Marco A.
author_sort Kee, Jennifer
collection PubMed
description Eye-tracking is becoming an increasingly popular tool for understanding the underlying behavior driving human decisions. However, an important unanswered methodological question is whether the use of an eye-tracking device itself induces changes in participants’ behavior. We study this question using eight popular games in experimental economics chosen for their varying levels of theorized susceptibility to social desirability bias. We implement a simple between-subject design where participants are randomly assigned to either a control or an eye-tracking treatment. In seven of the eight games, eye-tracking did not produce different outcomes. In the Holt and Laury risk assessment (HL), subjects with multiple calibration attempts demonstrated more risk averse behavior in eye-tracking conditions. However, this effect only appeared during the first five (of ten) rounds. Because calibration difficulty is correlated with eye-tracking data quality, the standard practice of removing participants with low eye-tracking data quality resulted in no difference between the treatment and control groups in HL. Our results suggest that experiments may incorporate eye-tracking equipment without inducing changes in the economic behavior of participants, particularly after observations with low quality eye-tracking data are removed.
format Online
Article
Text
id pubmed-8341649
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-83416492021-08-06 Does eye-tracking have an effect on economic behavior? Kee, Jennifer Knuth, Melinda Lahey, Joanna N. Palma, Marco A. PLoS One Research Article Eye-tracking is becoming an increasingly popular tool for understanding the underlying behavior driving human decisions. However, an important unanswered methodological question is whether the use of an eye-tracking device itself induces changes in participants’ behavior. We study this question using eight popular games in experimental economics chosen for their varying levels of theorized susceptibility to social desirability bias. We implement a simple between-subject design where participants are randomly assigned to either a control or an eye-tracking treatment. In seven of the eight games, eye-tracking did not produce different outcomes. In the Holt and Laury risk assessment (HL), subjects with multiple calibration attempts demonstrated more risk averse behavior in eye-tracking conditions. However, this effect only appeared during the first five (of ten) rounds. Because calibration difficulty is correlated with eye-tracking data quality, the standard practice of removing participants with low eye-tracking data quality resulted in no difference between the treatment and control groups in HL. Our results suggest that experiments may incorporate eye-tracking equipment without inducing changes in the economic behavior of participants, particularly after observations with low quality eye-tracking data are removed. Public Library of Science 2021-08-05 /pmc/articles/PMC8341649/ /pubmed/34351921 http://dx.doi.org/10.1371/journal.pone.0254867 Text en © 2021 Kee et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kee, Jennifer
Knuth, Melinda
Lahey, Joanna N.
Palma, Marco A.
Does eye-tracking have an effect on economic behavior?
title Does eye-tracking have an effect on economic behavior?
title_full Does eye-tracking have an effect on economic behavior?
title_fullStr Does eye-tracking have an effect on economic behavior?
title_full_unstemmed Does eye-tracking have an effect on economic behavior?
title_short Does eye-tracking have an effect on economic behavior?
title_sort does eye-tracking have an effect on economic behavior?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341649/
https://www.ncbi.nlm.nih.gov/pubmed/34351921
http://dx.doi.org/10.1371/journal.pone.0254867
work_keys_str_mv AT keejennifer doeseyetrackinghaveaneffectoneconomicbehavior
AT knuthmelinda doeseyetrackinghaveaneffectoneconomicbehavior
AT laheyjoannan doeseyetrackinghaveaneffectoneconomicbehavior
AT palmamarcoa doeseyetrackinghaveaneffectoneconomicbehavior