Cargando…

Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets

A vast literature investigating behavioural underpinnings of financial bubbles and crashes relies on laboratory experiments. However, it is not yet clear how findings generated in a highly artificial environment relate to the human behaviour in the wild. It is of concern that the laboratory setting...

Descripción completa

Detalles Bibliográficos
Autores principales: Andraszewicz, Sandra, Wu, Ke, Sornette, Didier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597354/
https://www.ncbi.nlm.nih.gov/pubmed/33286951
http://dx.doi.org/10.3390/e22101183
_version_ 1783602330314211328
author Andraszewicz, Sandra
Wu, Ke
Sornette, Didier
author_facet Andraszewicz, Sandra
Wu, Ke
Sornette, Didier
author_sort Andraszewicz, Sandra
collection PubMed
description A vast literature investigating behavioural underpinnings of financial bubbles and crashes relies on laboratory experiments. However, it is not yet clear how findings generated in a highly artificial environment relate to the human behaviour in the wild. It is of concern that the laboratory setting may create a confound variable that impacts the experimental results. To explore the similarities and differences between human behaviour in the laboratory environment and in a realistic natural setting, with the same type of participants, we translate a field study conducted by reference (Sornette, D.; et al. Econ. E-J. 2020, 14, 1–53) with trading rounds each lasting six full days to a laboratory experiment lasting two hours. The laboratory experiment replicates the key findings from the field study but we observe substantial differences in the market dynamics between the two settings. The replication of the results in the two distinct settings indicates that relaxing some of the laboratory control does not corrupt the main findings, while at the same time it offers several advantages such as the possibility to increase the number of participants interacting with each other at the same time and the number of traded securities. These findings pose important insights for future experiments investigating human behaviour in complex systems.
format Online
Article
Text
id pubmed-7597354
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-75973542020-11-09 Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets Andraszewicz, Sandra Wu, Ke Sornette, Didier Entropy (Basel) Article A vast literature investigating behavioural underpinnings of financial bubbles and crashes relies on laboratory experiments. However, it is not yet clear how findings generated in a highly artificial environment relate to the human behaviour in the wild. It is of concern that the laboratory setting may create a confound variable that impacts the experimental results. To explore the similarities and differences between human behaviour in the laboratory environment and in a realistic natural setting, with the same type of participants, we translate a field study conducted by reference (Sornette, D.; et al. Econ. E-J. 2020, 14, 1–53) with trading rounds each lasting six full days to a laboratory experiment lasting two hours. The laboratory experiment replicates the key findings from the field study but we observe substantial differences in the market dynamics between the two settings. The replication of the results in the two distinct settings indicates that relaxing some of the laboratory control does not corrupt the main findings, while at the same time it offers several advantages such as the possibility to increase the number of participants interacting with each other at the same time and the number of traded securities. These findings pose important insights for future experiments investigating human behaviour in complex systems. MDPI 2020-10-20 /pmc/articles/PMC7597354/ /pubmed/33286951 http://dx.doi.org/10.3390/e22101183 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Andraszewicz, Sandra
Wu, Ke
Sornette, Didier
Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets
title Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets
title_full Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets
title_fullStr Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets
title_full_unstemmed Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets
title_short Behavioural Effects and Market Dynamics in Field and Laboratory Experimental Asset Markets
title_sort behavioural effects and market dynamics in field and laboratory experimental asset markets
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597354/
https://www.ncbi.nlm.nih.gov/pubmed/33286951
http://dx.doi.org/10.3390/e22101183
work_keys_str_mv AT andraszewiczsandra behaviouraleffectsandmarketdynamicsinfieldandlaboratoryexperimentalassetmarkets
AT wuke behaviouraleffectsandmarketdynamicsinfieldandlaboratoryexperimentalassetmarkets
AT sornettedidier behaviouraleffectsandmarketdynamicsinfieldandlaboratoryexperimentalassetmarkets