Cargando…

Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100

Today´s connected world allows people to gather information in shorter intervals than ever before, widely monitored by massive online data sources. As a dramatic economic event, recent financial crisis increased public interest for large companies considerably. In this paper, we exploit this change...

Descripción completa

Detalles Bibliográficos
Autor principal: Heiberger, Raphael H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530949/
https://www.ncbi.nlm.nih.gov/pubmed/26258498
http://dx.doi.org/10.1371/journal.pone.0135311
_version_ 1782384962606989312
author Heiberger, Raphael H.
author_facet Heiberger, Raphael H.
author_sort Heiberger, Raphael H.
collection PubMed
description Today´s connected world allows people to gather information in shorter intervals than ever before, widely monitored by massive online data sources. As a dramatic economic event, recent financial crisis increased public interest for large companies considerably. In this paper, we exploit this change in information gathering behavior by utilizing Google query volumes as a "bad news" indicator for each corporation listed in the Standard and Poor´s 100 index. Our results provide not only an investment strategy that gains particularly in times of financial turmoil and extensive losses by other market participants, but reveal new sectoral patterns between mass online behavior and (bearish) stock market movements. Based on collective attention shifts in search queries for individual companies, hence, these findings can help to identify early warning signs of financial systemic risk. However, our disaggregated data also illustrate the need for further efforts to understand the influence of collective attention shifts on financial behavior in times of regular market activities with less tremendous changes in search volumes.
format Online
Article
Text
id pubmed-4530949
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-45309492015-08-24 Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100 Heiberger, Raphael H. PLoS One Research Article Today´s connected world allows people to gather information in shorter intervals than ever before, widely monitored by massive online data sources. As a dramatic economic event, recent financial crisis increased public interest for large companies considerably. In this paper, we exploit this change in information gathering behavior by utilizing Google query volumes as a "bad news" indicator for each corporation listed in the Standard and Poor´s 100 index. Our results provide not only an investment strategy that gains particularly in times of financial turmoil and extensive losses by other market participants, but reveal new sectoral patterns between mass online behavior and (bearish) stock market movements. Based on collective attention shifts in search queries for individual companies, hence, these findings can help to identify early warning signs of financial systemic risk. However, our disaggregated data also illustrate the need for further efforts to understand the influence of collective attention shifts on financial behavior in times of regular market activities with less tremendous changes in search volumes. Public Library of Science 2015-08-10 /pmc/articles/PMC4530949/ /pubmed/26258498 http://dx.doi.org/10.1371/journal.pone.0135311 Text en © 2015 Raphael H. Heiberger http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Heiberger, Raphael H.
Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100
title Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100
title_full Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100
title_fullStr Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100
title_full_unstemmed Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100
title_short Collective Attention and Stock Prices: Evidence from Google Trends Data on Standard and Poor's 100
title_sort collective attention and stock prices: evidence from google trends data on standard and poor's 100
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530949/
https://www.ncbi.nlm.nih.gov/pubmed/26258498
http://dx.doi.org/10.1371/journal.pone.0135311
work_keys_str_mv AT heibergerraphaelh collectiveattentionandstockpricesevidencefromgoogletrendsdataonstandardandpoors100