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The role of business analytics capabilities in bolstering firms’ agility and performance
•Analytics capabilities improve agility by increasing information quality and innovative capability.•A strong link between business analytics and information quality and between information quality and firm agility.•The impact of analytics capabilities on innovation capability is stronger than that...
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Published in: | International journal of information management 2019-08, Vol.47, p.1-15 |
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container_title | International journal of information management |
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creator | Ashrafi, Amir Zare Ravasan, Ahad Trkman, Peter Afshari, Samira |
description | •Analytics capabilities improve agility by increasing information quality and innovative capability.•A strong link between business analytics and information quality and between information quality and firm agility.•The impact of analytics capabilities on innovation capability is stronger than that on information quality.•The positive effect of agility on performance is stronger in a turbulent environment.•The study used two respondents (both CEO and CIO) from each organization.
Many companies invest considerable resources in developing Business Analytics (BA) capabilities to improve their performance. BA can affect performance in many different ways. This paper analyses how BA capabilities affect firms’ agility through information quality and innovative capability. Furthermore, it studies the moderating role of environmental turbulence, both technological and in the market. The proposed model was tested using statistical data from 154 firms with two respondents (CEO and CIO) from each firm. The data were analysed using Partial Least Squares (PLS)/Structured Equation Modelling (SEM). Our results indicate that BA capabilities strongly impact a firm’s agility through an increase in information quality and innovative capability. We also discuss that both market and technological turbulence moderate the influence of firms' agility on firms' performance. |
doi_str_mv | 10.1016/j.ijinfomgt.2018.12.005 |
format | article |
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Many companies invest considerable resources in developing Business Analytics (BA) capabilities to improve their performance. BA can affect performance in many different ways. This paper analyses how BA capabilities affect firms’ agility through information quality and innovative capability. Furthermore, it studies the moderating role of environmental turbulence, both technological and in the market. The proposed model was tested using statistical data from 154 firms with two respondents (CEO and CIO) from each firm. The data were analysed using Partial Least Squares (PLS)/Structured Equation Modelling (SEM). Our results indicate that BA capabilities strongly impact a firm’s agility through an increase in information quality and innovative capability. We also discuss that both market and technological turbulence moderate the influence of firms' agility on firms' performance.</description><identifier>ISSN: 0268-4012</identifier><identifier>EISSN: 1873-4707</identifier><identifier>DOI: 10.1016/j.ijinfomgt.2018.12.005</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Agility ; Analytics ; Business analytics ; Environmental turbulence ; Information quality ; Innovative capability ; Markets ; Model testing ; Partial least squares ; Statistical data ; Studies ; Turbulence</subject><ispartof>International journal of information management, 2019-08, Vol.47, p.1-15</ispartof><rights>2018 Elsevier Ltd</rights><rights>Copyright Elsevier Science Ltd. Aug 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c458t-68e60215f59dd2f866b02be01d745a1f7643d78a1c4e0e5387f4c5026c3169b93</citedby><cites>FETCH-LOGICAL-c458t-68e60215f59dd2f866b02be01d745a1f7643d78a1c4e0e5387f4c5026c3169b93</cites><orcidid>0000-0003-0475-8022</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925,34135</link.rule.ids></links><search><creatorcontrib>Ashrafi, Amir</creatorcontrib><creatorcontrib>Zare Ravasan, Ahad</creatorcontrib><creatorcontrib>Trkman, Peter</creatorcontrib><creatorcontrib>Afshari, Samira</creatorcontrib><title>The role of business analytics capabilities in bolstering firms’ agility and performance</title><title>International journal of information management</title><description>•Analytics capabilities improve agility by increasing information quality and innovative capability.•A strong link between business analytics and information quality and between information quality and firm agility.•The impact of analytics capabilities on innovation capability is stronger than that on information quality.•The positive effect of agility on performance is stronger in a turbulent environment.•The study used two respondents (both CEO and CIO) from each organization.
Many companies invest considerable resources in developing Business Analytics (BA) capabilities to improve their performance. BA can affect performance in many different ways. This paper analyses how BA capabilities affect firms’ agility through information quality and innovative capability. Furthermore, it studies the moderating role of environmental turbulence, both technological and in the market. The proposed model was tested using statistical data from 154 firms with two respondents (CEO and CIO) from each firm. The data were analysed using Partial Least Squares (PLS)/Structured Equation Modelling (SEM). Our results indicate that BA capabilities strongly impact a firm’s agility through an increase in information quality and innovative capability. We also discuss that both market and technological turbulence moderate the influence of firms' agility on firms' performance.</description><subject>Agility</subject><subject>Analytics</subject><subject>Business analytics</subject><subject>Environmental turbulence</subject><subject>Information quality</subject><subject>Innovative capability</subject><subject>Markets</subject><subject>Model testing</subject><subject>Partial least squares</subject><subject>Statistical data</subject><subject>Studies</subject><subject>Turbulence</subject><issn>0268-4012</issn><issn>1873-4707</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>F2A</sourceid><recordid>eNqFkMtKxDAYhYMoOF6ewYDr1j9pc5mliDcQ3IwbNyFN_4wpnWZMOsLsfA1fzyexw4hbV2dzzoHvI-SCQcmAyauuDF0YfFwtx5ID0yXjJYA4IDOmVVXUCtQhmQGXuqiB8WNyknMHwBQIPiOvizekKfZIo6fNJocBc6Z2sP12DC5TZ9e2CX0YA2YaBtrEPo-YwrCkPqRV_v78ona5K2ynVUvXmHxMKzs4PCNH3vYZz3_zlLzc3S5uHoqn5_vHm-unwtVCj4XUKIEz4cW8bbnXUjbAGwTWqlpY5pWsq1Zpy1yNgKLSytdOTDyuYnLezKtTcrn_Xaf4vsE8mi5u0kSQDedCKy7kHKaW2rdcijkn9GadwsqmrWFgdiJNZ_5Emp1Iw7iZRE7L6_0SJ4iPgMlkF3ACbENCN5o2hn8_fgDyooHm</recordid><startdate>201908</startdate><enddate>201908</enddate><creator>Ashrafi, Amir</creator><creator>Zare Ravasan, Ahad</creator><creator>Trkman, Peter</creator><creator>Afshari, Samira</creator><general>Elsevier Ltd</general><general>Elsevier Science Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>E3H</scope><scope>F2A</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0003-0475-8022</orcidid></search><sort><creationdate>201908</creationdate><title>The role of business analytics capabilities in bolstering firms’ agility and performance</title><author>Ashrafi, Amir ; Zare Ravasan, Ahad ; Trkman, Peter ; Afshari, Samira</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c458t-68e60215f59dd2f866b02be01d745a1f7643d78a1c4e0e5387f4c5026c3169b93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Agility</topic><topic>Analytics</topic><topic>Business analytics</topic><topic>Environmental turbulence</topic><topic>Information quality</topic><topic>Innovative capability</topic><topic>Markets</topic><topic>Model testing</topic><topic>Partial least squares</topic><topic>Statistical data</topic><topic>Studies</topic><topic>Turbulence</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ashrafi, Amir</creatorcontrib><creatorcontrib>Zare Ravasan, Ahad</creatorcontrib><creatorcontrib>Trkman, Peter</creatorcontrib><creatorcontrib>Afshari, Samira</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>Library & Information Sciences Abstracts (LISA)</collection><collection>Library & Information Science Abstracts (LISA)</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>International journal of information management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ashrafi, Amir</au><au>Zare Ravasan, Ahad</au><au>Trkman, Peter</au><au>Afshari, Samira</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The role of business analytics capabilities in bolstering firms’ agility and performance</atitle><jtitle>International journal of information management</jtitle><date>2019-08</date><risdate>2019</risdate><volume>47</volume><spage>1</spage><epage>15</epage><pages>1-15</pages><issn>0268-4012</issn><eissn>1873-4707</eissn><abstract>•Analytics capabilities improve agility by increasing information quality and innovative capability.•A strong link between business analytics and information quality and between information quality and firm agility.•The impact of analytics capabilities on innovation capability is stronger than that on information quality.•The positive effect of agility on performance is stronger in a turbulent environment.•The study used two respondents (both CEO and CIO) from each organization.
Many companies invest considerable resources in developing Business Analytics (BA) capabilities to improve their performance. BA can affect performance in many different ways. This paper analyses how BA capabilities affect firms’ agility through information quality and innovative capability. Furthermore, it studies the moderating role of environmental turbulence, both technological and in the market. The proposed model was tested using statistical data from 154 firms with two respondents (CEO and CIO) from each firm. The data were analysed using Partial Least Squares (PLS)/Structured Equation Modelling (SEM). Our results indicate that BA capabilities strongly impact a firm’s agility through an increase in information quality and innovative capability. We also discuss that both market and technological turbulence moderate the influence of firms' agility on firms' performance.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.ijinfomgt.2018.12.005</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0003-0475-8022</orcidid><oa>free_for_read</oa></addata></record> |
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language | eng |
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source | Library & Information Science Abstracts (LISA); ScienceDirect Journals |
subjects | Agility Analytics Business analytics Environmental turbulence Information quality Innovative capability Markets Model testing Partial least squares Statistical data Studies Turbulence |
title | The role of business analytics capabilities in bolstering firms’ agility and performance |
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