Data Breach Announcements and Stock Market Reactions: A Matter of Timing?
Although firms’ announcement of data breaches can lead to reputational or operational damages, extant research suggests that stock markets are relatively unresponsive to such announcements. We investigate whether markets’ unresponsiveness can be explained by firms strategically timing the announceme...
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Veröffentlicht in: | Management science 2022-10, Vol.68 (10), p.7298-7322 |
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description | Although firms’ announcement of data breaches can lead to reputational or operational damages, extant research suggests that stock markets are relatively unresponsive to such announcements. We investigate whether markets’ unresponsiveness can be explained by firms strategically timing the announcement to coincide with busy days in the media, thereby reducing attention and, ultimately, attenuating market reactions. We leverage novel data on data breach announcements in the United States between 2008 and 2018 and create a measure of busyness in the trade press—news pressure—based on the
Wall Street Journal
. To investigate, we conduct two complementary studies. In Study 1, we employ an instrumental variable approach to assess whether announcements coincide with days of predictably high news pressure. We find that this is the case. On days with a one-standard-deviation-higher predictable news pressure, 4.44% more data breaches are announced (or approximately 19.024 data records). Strategic timing is more prevalent for breaches that are severe, that have firm-internal causes, and that leak healthcare data or credentials. In Study 2, we utilize a stock market event study to assess market reactions conditional on news pressure on the announcement day. We find that data breach announcements are associated with negative market reactions, yet these are attenuated by higher news pressure on the announcement day. If news pressure is on its empirical mean (respectively, one standard deviation above), we estimate a median decline in market capitalization of $347 (respectively, $85) million. We conclude that firms’ strategic timing might explain inconsistent findings in prior work.
This paper was accepted by Chris Forman, information systems. |
doi_str_mv | 10.1287/mnsc.2021.4264 |
format | Article |
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Wall Street Journal
. To investigate, we conduct two complementary studies. In Study 1, we employ an instrumental variable approach to assess whether announcements coincide with days of predictably high news pressure. We find that this is the case. On days with a one-standard-deviation-higher predictable news pressure, 4.44% more data breaches are announced (or approximately 19.024 data records). Strategic timing is more prevalent for breaches that are severe, that have firm-internal causes, and that leak healthcare data or credentials. In Study 2, we utilize a stock market event study to assess market reactions conditional on news pressure on the announcement day. We find that data breach announcements are associated with negative market reactions, yet these are attenuated by higher news pressure on the announcement day. If news pressure is on its empirical mean (respectively, one standard deviation above), we estimate a median decline in market capitalization of $347 (respectively, $85) million. We conclude that firms’ strategic timing might explain inconsistent findings in prior work.
This paper was accepted by Chris Forman, information systems.</description><identifier>ISSN: 0025-1909</identifier><identifier>EISSN: 1526-5501</identifier><identifier>DOI: 10.1287/mnsc.2021.4264</identifier><language>eng</language><publisher>Linthicum: INFORMS</publisher><subject>Announcements ; Breaches ; Capitalization ; Companies ; Credentials ; data breaches ; Data integrity ; Deviation ; event study ; Health care ; information systems privacy ; Mass media ; media attention ; News media ; news pressure ; Securities markets</subject><ispartof>Management science, 2022-10, Vol.68 (10), p.7298-7322</ispartof><rights>Copyright Institute for Operations Research and the Management Sciences Oct 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c293t-2e087053f55458e739387816fe0c33f4ba813ecbc766c1c8d1c3c25ea34d23003</citedby><cites>FETCH-LOGICAL-c293t-2e087053f55458e739387816fe0c33f4ba813ecbc766c1c8d1c3c25ea34d23003</cites><orcidid>0000-0003-0503-4472 ; 0000-0002-3090-4559</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://pubsonline.informs.org/doi/full/10.1287/mnsc.2021.4264$$EHTML$$P50$$Ginforms$$H</linktohtml><link.rule.ids>314,776,780,3679,27903,27904,62592</link.rule.ids></links><search><creatorcontrib>Foerderer, Jens</creatorcontrib><title>Data Breach Announcements and Stock Market Reactions: A Matter of Timing?</title><title>Management science</title><description>Although firms’ announcement of data breaches can lead to reputational or operational damages, extant research suggests that stock markets are relatively unresponsive to such announcements. We investigate whether markets’ unresponsiveness can be explained by firms strategically timing the announcement to coincide with busy days in the media, thereby reducing attention and, ultimately, attenuating market reactions. We leverage novel data on data breach announcements in the United States between 2008 and 2018 and create a measure of busyness in the trade press—news pressure—based on the
Wall Street Journal
. To investigate, we conduct two complementary studies. In Study 1, we employ an instrumental variable approach to assess whether announcements coincide with days of predictably high news pressure. We find that this is the case. On days with a one-standard-deviation-higher predictable news pressure, 4.44% more data breaches are announced (or approximately 19.024 data records). Strategic timing is more prevalent for breaches that are severe, that have firm-internal causes, and that leak healthcare data or credentials. In Study 2, we utilize a stock market event study to assess market reactions conditional on news pressure on the announcement day. We find that data breach announcements are associated with negative market reactions, yet these are attenuated by higher news pressure on the announcement day. If news pressure is on its empirical mean (respectively, one standard deviation above), we estimate a median decline in market capitalization of $347 (respectively, $85) million. We conclude that firms’ strategic timing might explain inconsistent findings in prior work.
This paper was accepted by Chris Forman, information systems.</description><subject>Announcements</subject><subject>Breaches</subject><subject>Capitalization</subject><subject>Companies</subject><subject>Credentials</subject><subject>data breaches</subject><subject>Data integrity</subject><subject>Deviation</subject><subject>event study</subject><subject>Health care</subject><subject>information systems privacy</subject><subject>Mass media</subject><subject>media attention</subject><subject>News media</subject><subject>news pressure</subject><subject>Securities markets</subject><issn>0025-1909</issn><issn>1526-5501</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkM9LwzAYhoMoOKdXzwHPrV-Spkm9yJy_BhNB5zlkWardbDKT9OB_b0sFj54-eHne94MHoXMCOaFSXLYumpwCJXlBy-IATQinZcY5kEM0AaA8IxVUx-gkxi0ACCnKCVrc6qTxTbDafOCZc75zxrbWpYi12-DX5M0OP-mwswm_9FBqvItXeNZnKdmAfY1XTdu49-tTdFTrz2jPfu8Uvd3freaP2fL5YTGfLTNDK5YyakEK4KzmvODSClYxKSQpawuGsbpYa0mYNWsjytIQIzfEMEO51azYUAbApuhi3N0H_9XZmNTWd8H1LxUVjHJeFZL3VD5SJvgYg63VPjStDt-KgBp0qUGXGnSpQVdfwGPBGu-a-IdLJoCUrJA9ko1I42of2vjf5A9t3XUA</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Foerderer, Jens</creator><general>INFORMS</general><general>Institute for Operations Research and the Management Sciences</general><scope>OQ6</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8BJ</scope><scope>FQK</scope><scope>JBE</scope><orcidid>https://orcid.org/0000-0003-0503-4472</orcidid><orcidid>https://orcid.org/0000-0002-3090-4559</orcidid></search><sort><creationdate>20221001</creationdate><title>Data Breach Announcements and Stock Market Reactions: A Matter of Timing?</title><author>Foerderer, Jens</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c293t-2e087053f55458e739387816fe0c33f4ba813ecbc766c1c8d1c3c25ea34d23003</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Announcements</topic><topic>Breaches</topic><topic>Capitalization</topic><topic>Companies</topic><topic>Credentials</topic><topic>data breaches</topic><topic>Data integrity</topic><topic>Deviation</topic><topic>event study</topic><topic>Health care</topic><topic>information systems privacy</topic><topic>Mass media</topic><topic>media attention</topic><topic>News media</topic><topic>news pressure</topic><topic>Securities markets</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Foerderer, Jens</creatorcontrib><collection>ECONIS</collection><collection>CrossRef</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><jtitle>Management science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Foerderer, Jens</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Data Breach Announcements and Stock Market Reactions: A Matter of Timing?</atitle><jtitle>Management science</jtitle><date>2022-10-01</date><risdate>2022</risdate><volume>68</volume><issue>10</issue><spage>7298</spage><epage>7322</epage><pages>7298-7322</pages><issn>0025-1909</issn><eissn>1526-5501</eissn><abstract>Although firms’ announcement of data breaches can lead to reputational or operational damages, extant research suggests that stock markets are relatively unresponsive to such announcements. We investigate whether markets’ unresponsiveness can be explained by firms strategically timing the announcement to coincide with busy days in the media, thereby reducing attention and, ultimately, attenuating market reactions. We leverage novel data on data breach announcements in the United States between 2008 and 2018 and create a measure of busyness in the trade press—news pressure—based on the
Wall Street Journal
. To investigate, we conduct two complementary studies. In Study 1, we employ an instrumental variable approach to assess whether announcements coincide with days of predictably high news pressure. We find that this is the case. On days with a one-standard-deviation-higher predictable news pressure, 4.44% more data breaches are announced (or approximately 19.024 data records). Strategic timing is more prevalent for breaches that are severe, that have firm-internal causes, and that leak healthcare data or credentials. In Study 2, we utilize a stock market event study to assess market reactions conditional on news pressure on the announcement day. We find that data breach announcements are associated with negative market reactions, yet these are attenuated by higher news pressure on the announcement day. If news pressure is on its empirical mean (respectively, one standard deviation above), we estimate a median decline in market capitalization of $347 (respectively, $85) million. We conclude that firms’ strategic timing might explain inconsistent findings in prior work.
This paper was accepted by Chris Forman, information systems.</abstract><cop>Linthicum</cop><pub>INFORMS</pub><doi>10.1287/mnsc.2021.4264</doi><tpages>25</tpages><orcidid>https://orcid.org/0000-0003-0503-4472</orcidid><orcidid>https://orcid.org/0000-0002-3090-4559</orcidid></addata></record> |
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subjects | Announcements Breaches Capitalization Companies Credentials data breaches Data integrity Deviation event study Health care information systems privacy Mass media media attention News media news pressure Securities markets |
title | Data Breach Announcements and Stock Market Reactions: A Matter of Timing? |
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