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...
Autores principales: | , , |
---|---|
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 |