Algorithmic trading in turbulent markets

Does Algorithmic Trading (AT) exacerbate price swings in turbulent markets? We find that stocks with high AT experience less price drops (surges) on days when the market declines (increases) for more than 2%. This result is consistent with the view that AT minimizes price pressures and mitigates tra...

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Autores:
Tipo de recurso:
Article of journal
Fecha de publicación:
2020
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/12136
Acceso en línea:
https://doi.org/10.1016/j.pacfin.2020.101358
http://hdl.handle.net/20.500.12010/12136
Palabra clave:
Algorithmic trading
Order imbalance
Turbulent markets
Volume-weighted average price
Price swing
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
Rights
License
Acceso restringido
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oai_identifier_str oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/12136
network_acronym_str UTADEO2
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repository_id_str
dc.title.spa.fl_str_mv Algorithmic trading in turbulent markets
title Algorithmic trading in turbulent markets
spellingShingle Algorithmic trading in turbulent markets
Algorithmic trading
Order imbalance
Turbulent markets
Volume-weighted average price
Price swing
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
title_short Algorithmic trading in turbulent markets
title_full Algorithmic trading in turbulent markets
title_fullStr Algorithmic trading in turbulent markets
title_full_unstemmed Algorithmic trading in turbulent markets
title_sort Algorithmic trading in turbulent markets
dc.subject.spa.fl_str_mv Algorithmic trading
Order imbalance
Turbulent markets
Volume-weighted average price
Price swing
topic Algorithmic trading
Order imbalance
Turbulent markets
Volume-weighted average price
Price swing
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
dc.subject.lemb.spa.fl_str_mv Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
description Does Algorithmic Trading (AT) exacerbate price swings in turbulent markets? We find that stocks with high AT experience less price drops (surges) on days when the market declines (increases) for more than 2%. This result is consistent with the view that AT minimizes price pressures and mitigates transitory pricing errors. Further analyses show that the net imbalances of AT liquidity demand and supply orders have smaller price impacts compared to non-AT net order imbalances and algorithmic traders reduce their price pressure by executing their trades based on the prevailing volume-weighted average prices.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2020-08-24T14:47:14Z
dc.date.available.none.fl_str_mv 2020-08-24T14:47:14Z
dc.date.created.none.fl_str_mv 2020
dc.type.local.spa.fl_str_mv Artículo
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format http://purl.org/coar/resource_type/c_6501
dc.identifier.other.spa.fl_str_mv https://doi.org/10.1016/j.pacfin.2020.101358
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/12136
dc.identifier.doi.spa.fl_str_mv https://doi.org/10.1016/j.pacfin.2020.101358
url https://doi.org/10.1016/j.pacfin.2020.101358
http://hdl.handle.net/20.500.12010/12136
dc.language.iso.spa.fl_str_mv eng
language eng
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dc.rights.local.spa.fl_str_mv Acceso restringido
rights_invalid_str_mv Acceso restringido
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dc.format.extent.spa.fl_str_mv 27 páginas
dc.format.mimetype.spa.fl_str_mv text/html
dc.publisher.spa.fl_str_mv Pacific-Basin Finance Journal
dc.source.spa.fl_str_mv reponame:Expeditio Repositorio Institucional UJTL
instname:Universidad de Bogotá Jorge Tadeo Lozano
instname_str Universidad de Bogotá Jorge Tadeo Lozano
institution Universidad de Bogotá Jorge Tadeo Lozano
reponame_str Expeditio Repositorio Institucional UJTL
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spelling 2020-08-24T14:47:14Z2020-08-24T14:47:14Z2020https://doi.org/10.1016/j.pacfin.2020.101358http://hdl.handle.net/20.500.12010/12136https://doi.org/10.1016/j.pacfin.2020.101358Does Algorithmic Trading (AT) exacerbate price swings in turbulent markets? We find that stocks with high AT experience less price drops (surges) on days when the market declines (increases) for more than 2%. This result is consistent with the view that AT minimizes price pressures and mitigates transitory pricing errors. Further analyses show that the net imbalances of AT liquidity demand and supply orders have smaller price impacts compared to non-AT net order imbalances and algorithmic traders reduce their price pressure by executing their trades based on the prevailing volume-weighted average prices.27 páginastext/htmlengPacific-Basin Finance Journalreponame:Expeditio Repositorio Institucional UJTLinstname:Universidad de Bogotá Jorge Tadeo LozanoAlgorithmic tradingOrder imbalanceTurbulent marketsVolume-weighted average pricePrice swingSíndrome respiratorio agudo graveCOVID-19SARS-CoV-2CoronavirusAlgorithmic trading in turbulent marketsArtículohttp://purl.org/coar/resource_type/c_6501Acceso restringidohttp://purl.org/coar/access_right/c_f1cfZhou, HaoKalev, Petko S.Frino, AlexORIGINALCaptura.PNGCaptura.PNGVer portadaimage/png99261https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/12136/1/Captura.PNGbcd00b5f289f97de59148a234a8cbab0MD51open accessAlgorithmic-trading-in-turbulent-markets_2020_Pacific-Basin-Finance-Journal.pdfAlgorithmic-trading-in-turbulent-markets_2020_Pacific-Basin-Finance-Journal.pdfArtículo reservadoapplication/pdf3158916https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/12136/3/Algorithmic-trading-in-turbulent-markets_2020_Pacific-Basin-Finance-Journal.pdf39bed1c725cb7aa1bd338fb5480773dbMD53embargoed access|||2200-08-24LICENSElicense.txtlicense.txttext/plain; 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