Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market

Research in both economics and psychology suggests that, when agents predict the next value of a random series, they frequently exhibit two types of biases, which are called the gambler’s fallacy (GF) and the hot hand fallacy (HHF). The gambler’s fallacy is to expect a negative correlation in a proc...

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Main Authors: Bleaney, Michael, Bougheas, Spiros, Zhiyong, Li
Format: Article
Published: Taylor & Francis 2017
Subjects:
Online Access:https://eprints.nottingham.ac.uk/31764/
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author Bleaney, Michael
Bougheas, Spiros
Zhiyong, Li
author_facet Bleaney, Michael
Bougheas, Spiros
Zhiyong, Li
author_sort Bleaney, Michael
building Nottingham Research Data Repository
collection Online Access
description Research in both economics and psychology suggests that, when agents predict the next value of a random series, they frequently exhibit two types of biases, which are called the gambler’s fallacy (GF) and the hot hand fallacy (HHF). The gambler’s fallacy is to expect a negative correlation in a process which is in fact random. The hot hands fallacy is more or less the opposite of this – to believe that another heads is more likely after a run of heads. The evidence for these fallacies comes largely from situations where they are not punished (lotteries, casinos and laboratory experiments with random returns). In many real-world situations, such as in financial markets, succumbing to fallacies is costly, which gives an incentive to overcome them. The present study is based on high-frequency data from a market-maker in the foreign exchange market. Trading behaviour is only partly explained by the rational exploitation of past patterns in the data. There is also evidence of the gambler’s fallacy: a tendency to sell the dollar after it has risen persistently or strongly.
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spelling nottingham-317642020-08-27T10:40:48Z https://eprints.nottingham.ac.uk/31764/ Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market Bleaney, Michael Bougheas, Spiros Zhiyong, Li Research in both economics and psychology suggests that, when agents predict the next value of a random series, they frequently exhibit two types of biases, which are called the gambler’s fallacy (GF) and the hot hand fallacy (HHF). The gambler’s fallacy is to expect a negative correlation in a process which is in fact random. The hot hands fallacy is more or less the opposite of this – to believe that another heads is more likely after a run of heads. The evidence for these fallacies comes largely from situations where they are not punished (lotteries, casinos and laboratory experiments with random returns). In many real-world situations, such as in financial markets, succumbing to fallacies is costly, which gives an incentive to overcome them. The present study is based on high-frequency data from a market-maker in the foreign exchange market. Trading behaviour is only partly explained by the rational exploitation of past patterns in the data. There is also evidence of the gambler’s fallacy: a tendency to sell the dollar after it has risen persistently or strongly. Taylor & Francis 2017 Article PeerReviewed Bleaney, Michael, Bougheas, Spiros and Zhiyong, Li (2017) Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market. Journal of Behavioral Finance, 18 (3). pp. 344-357. ISSN 1542-7560 gambler's fallacy hot hand fallacy foreign exchange market https://www.tandfonline.com/doi/full/10.1080/15427560.2017.1331234
spellingShingle gambler's fallacy
hot hand fallacy
foreign exchange market
Bleaney, Michael
Bougheas, Spiros
Zhiyong, Li
Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market
title Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market
title_full Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market
title_fullStr Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market
title_full_unstemmed Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market
title_short Do psychological fallacies influence trading in financial markets? Evidence from the foreign exchange market
title_sort do psychological fallacies influence trading in financial markets? evidence from the foreign exchange market
topic gambler's fallacy
hot hand fallacy
foreign exchange market
url https://eprints.nottingham.ac.uk/31764/
https://eprints.nottingham.ac.uk/31764/