The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism
Purpose As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resou...
Gespeichert in:
Veröffentlicht in: | VINE journal of information and knowledge management systems 2024-07, Vol.54 (5), p.1124-1152 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1152 |
---|---|
container_issue | 5 |
container_start_page | 1124 |
container_title | VINE journal of information and knowledge management systems |
container_volume | 54 |
creator | Khan, Adeyl Talukder, Md. Shamim Islam, Quazi Tafsirul Islam, A.K.M. Najmul |
description | Purpose
As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resources like information quality and innovative capacity considering industry dynamism and the resulting impact on firm performance.
Design/methodology/approach
This paper tested the research hypothesis using primary data collected from 192 companies operating in Bangladesh. The data were analyzed using partial least squares-based structural equation modeling.
Findings
The results indicate that BA capabilities improve business resources like information quality and innovative capacity, which, in turn, significantly impact a firm’s agility. This paper also found out that industry dynamism moderates the firms’ agility and, ultimately, firms’ performance.
Practical implications
The contribution of this work provides insight regarding the role of business analytics capabilities in increasing organizational agility and performance under the moderating effects of industry dynamism.
Originality/value
The present research is to the best of the authors’ knowledge among the first studies considering a firm’s agility to explore the impact of BA on a firm’s performance in a dynamic environment. While previous researchers discussed resources like information quality and innovative capability, current research theoretically argues that these items are a leveraging point in a BA context to increase firm agility. |
doi_str_mv | 10.1108/VJIKMS-01-2022-0027 |
format | Article |
fullrecord | <record><control><sourceid>proquest_emera</sourceid><recordid>TN_cdi_emerald_primary_10_1108_VJIKMS-01-2022-0027</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3084369441</sourcerecordid><originalsourceid>FETCH-LOGICAL-c436t-79d5f6645ae7b77bad51e416e368bb55569c1ef6013162634267e9b6e380544a3</originalsourceid><addsrcrecordid>eNp1kctOwzAQRSMEElXpF7CxxLYBP2InYYcqHoUiFhS2lpM4xVVsp3aClD_hc3FaFrBgNTOae-dqdKLoHMFLhGB29f64fHp-jSGKMcQ4hhCnR9EEQ5rHNMvR8a_-NJp5v4UQojTHKcom0df6QwKlW1F2wNag6L0y0nsgjGiGTpUelKIVhWpUp6QH1gBljP0UnbJmHvraOr0fwK4XQTTMgdiM6iGcqECtnAatdHuZKeU16EKetpV0wWU2wNlGjsHKVL3v3ACqwQitvD6LTmrReDn7qdPo7e52vXiIVy_3y8XNKi4Twro4zStaM5ZQIdMiTQtRUSQTxCRhWVFQSlleIlkziAhimJEEs1TmRdhnkCaJINPo4nC3dXbXS9_xre1d-N5zArOQkScJCipyUJXOeu9kzVuntHADR5CPFPiBAoeIjxT4SCG48MEldfi3qf4x_UFHvgHYVoyg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3084369441</pqid></control><display><type>article</type><title>The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism</title><source>Standard: Emerald eJournal Premier Collection</source><creator>Khan, Adeyl ; Talukder, Md. Shamim ; Islam, Quazi Tafsirul ; Islam, A.K.M. Najmul</creator><creatorcontrib>Khan, Adeyl ; Talukder, Md. Shamim ; Islam, Quazi Tafsirul ; Islam, A.K.M. Najmul</creatorcontrib><description>Purpose
As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resources like information quality and innovative capacity considering industry dynamism and the resulting impact on firm performance.
Design/methodology/approach
This paper tested the research hypothesis using primary data collected from 192 companies operating in Bangladesh. The data were analyzed using partial least squares-based structural equation modeling.
Findings
The results indicate that BA capabilities improve business resources like information quality and innovative capacity, which, in turn, significantly impact a firm’s agility. This paper also found out that industry dynamism moderates the firms’ agility and, ultimately, firms’ performance.
Practical implications
The contribution of this work provides insight regarding the role of business analytics capabilities in increasing organizational agility and performance under the moderating effects of industry dynamism.
Originality/value
The present research is to the best of the authors’ knowledge among the first studies considering a firm’s agility to explore the impact of BA on a firm’s performance in a dynamic environment. While previous researchers discussed resources like information quality and innovative capability, current research theoretically argues that these items are a leveraging point in a BA context to increase firm agility.</description><identifier>ISSN: 2059-5891</identifier><identifier>EISSN: 2059-5891</identifier><identifier>EISSN: 2059-5905</identifier><identifier>DOI: 10.1108/VJIKMS-01-2022-0027</identifier><language>eng</language><publisher>Bingley: Emerald Publishing Limited</publisher><subject>Analytics ; Big Data ; Business analytics ; Competition ; Competitive advantage ; Data analysis ; Decision making ; Impact analysis ; Industrial development ; Information systems ; Innovations ; Integrated approach ; Operations management ; Supply chains</subject><ispartof>VINE journal of information and knowledge management systems, 2024-07, Vol.54 (5), p.1124-1152</ispartof><rights>Emerald Publishing Limited</rights><rights>Emerald Publishing Limited.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c436t-79d5f6645ae7b77bad51e416e368bb55569c1ef6013162634267e9b6e380544a3</citedby><cites>FETCH-LOGICAL-c436t-79d5f6645ae7b77bad51e416e368bb55569c1ef6013162634267e9b6e380544a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.emerald.com/insight/content/doi/10.1108/VJIKMS-01-2022-0027/full/html$$EHTML$$P50$$Gemerald$$H</linktohtml><link.rule.ids>315,781,785,21700,27929,27930,53249</link.rule.ids></links><search><creatorcontrib>Khan, Adeyl</creatorcontrib><creatorcontrib>Talukder, Md. Shamim</creatorcontrib><creatorcontrib>Islam, Quazi Tafsirul</creatorcontrib><creatorcontrib>Islam, A.K.M. Najmul</creatorcontrib><title>The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism</title><title>VINE journal of information and knowledge management systems</title><description>Purpose
As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resources like information quality and innovative capacity considering industry dynamism and the resulting impact on firm performance.
Design/methodology/approach
This paper tested the research hypothesis using primary data collected from 192 companies operating in Bangladesh. The data were analyzed using partial least squares-based structural equation modeling.
Findings
The results indicate that BA capabilities improve business resources like information quality and innovative capacity, which, in turn, significantly impact a firm’s agility. This paper also found out that industry dynamism moderates the firms’ agility and, ultimately, firms’ performance.
Practical implications
The contribution of this work provides insight regarding the role of business analytics capabilities in increasing organizational agility and performance under the moderating effects of industry dynamism.
Originality/value
The present research is to the best of the authors’ knowledge among the first studies considering a firm’s agility to explore the impact of BA on a firm’s performance in a dynamic environment. While previous researchers discussed resources like information quality and innovative capability, current research theoretically argues that these items are a leveraging point in a BA context to increase firm agility.</description><subject>Analytics</subject><subject>Big Data</subject><subject>Business analytics</subject><subject>Competition</subject><subject>Competitive advantage</subject><subject>Data analysis</subject><subject>Decision making</subject><subject>Impact analysis</subject><subject>Industrial development</subject><subject>Information systems</subject><subject>Innovations</subject><subject>Integrated approach</subject><subject>Operations management</subject><subject>Supply chains</subject><issn>2059-5891</issn><issn>2059-5891</issn><issn>2059-5905</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp1kctOwzAQRSMEElXpF7CxxLYBP2InYYcqHoUiFhS2lpM4xVVsp3aClD_hc3FaFrBgNTOae-dqdKLoHMFLhGB29f64fHp-jSGKMcQ4hhCnR9EEQ5rHNMvR8a_-NJp5v4UQojTHKcom0df6QwKlW1F2wNag6L0y0nsgjGiGTpUelKIVhWpUp6QH1gBljP0UnbJmHvraOr0fwK4XQTTMgdiM6iGcqECtnAatdHuZKeU16EKetpV0wWU2wNlGjsHKVL3v3ACqwQitvD6LTmrReDn7qdPo7e52vXiIVy_3y8XNKi4Twro4zStaM5ZQIdMiTQtRUSQTxCRhWVFQSlleIlkziAhimJEEs1TmRdhnkCaJINPo4nC3dXbXS9_xre1d-N5zArOQkScJCipyUJXOeu9kzVuntHADR5CPFPiBAoeIjxT4SCG48MEldfi3qf4x_UFHvgHYVoyg</recordid><startdate>20240729</startdate><enddate>20240729</enddate><creator>Khan, Adeyl</creator><creator>Talukder, Md. Shamim</creator><creator>Islam, Quazi Tafsirul</creator><creator>Islam, A.K.M. Najmul</creator><general>Emerald Publishing Limited</general><general>Emerald Group Publishing Limited</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7TA</scope><scope>8FD</scope><scope>E3H</scope><scope>F2A</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20240729</creationdate><title>The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism</title><author>Khan, Adeyl ; Talukder, Md. Shamim ; Islam, Quazi Tafsirul ; Islam, A.K.M. Najmul</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c436t-79d5f6645ae7b77bad51e416e368bb55569c1ef6013162634267e9b6e380544a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Analytics</topic><topic>Big Data</topic><topic>Business analytics</topic><topic>Competition</topic><topic>Competitive advantage</topic><topic>Data analysis</topic><topic>Decision making</topic><topic>Impact analysis</topic><topic>Industrial development</topic><topic>Information systems</topic><topic>Innovations</topic><topic>Integrated approach</topic><topic>Operations management</topic><topic>Supply chains</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Khan, Adeyl</creatorcontrib><creatorcontrib>Talukder, Md. Shamim</creatorcontrib><creatorcontrib>Islam, Quazi Tafsirul</creatorcontrib><creatorcontrib>Islam, A.K.M. Najmul</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Materials Business File</collection><collection>Technology Research Database</collection><collection>Library & Information Sciences Abstracts (LISA)</collection><collection>Library & Information Science Abstracts (LISA)</collection><collection>Materials Research Database</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>VINE journal of information and knowledge management systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Khan, Adeyl</au><au>Talukder, Md. Shamim</au><au>Islam, Quazi Tafsirul</au><au>Islam, A.K.M. Najmul</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism</atitle><jtitle>VINE journal of information and knowledge management systems</jtitle><date>2024-07-29</date><risdate>2024</risdate><volume>54</volume><issue>5</issue><spage>1124</spage><epage>1152</epage><pages>1124-1152</pages><issn>2059-5891</issn><eissn>2059-5891</eissn><eissn>2059-5905</eissn><abstract>Purpose
As businesses keep investing substantial resources in developing business analytics (BA) capabilities, it is unclear how the performance improvement transpires as BA affects performance in many different ways. This paper aims to analyze how BA capabilities affect firms’ agility through resources like information quality and innovative capacity considering industry dynamism and the resulting impact on firm performance.
Design/methodology/approach
This paper tested the research hypothesis using primary data collected from 192 companies operating in Bangladesh. The data were analyzed using partial least squares-based structural equation modeling.
Findings
The results indicate that BA capabilities improve business resources like information quality and innovative capacity, which, in turn, significantly impact a firm’s agility. This paper also found out that industry dynamism moderates the firms’ agility and, ultimately, firms’ performance.
Practical implications
The contribution of this work provides insight regarding the role of business analytics capabilities in increasing organizational agility and performance under the moderating effects of industry dynamism.
Originality/value
The present research is to the best of the authors’ knowledge among the first studies considering a firm’s agility to explore the impact of BA on a firm’s performance in a dynamic environment. While previous researchers discussed resources like information quality and innovative capability, current research theoretically argues that these items are a leveraging point in a BA context to increase firm agility.</abstract><cop>Bingley</cop><pub>Emerald Publishing Limited</pub><doi>10.1108/VJIKMS-01-2022-0027</doi><tpages>29</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2059-5891 |
ispartof | VINE journal of information and knowledge management systems, 2024-07, Vol.54 (5), p.1124-1152 |
issn | 2059-5891 2059-5891 2059-5905 |
language | eng |
recordid | cdi_emerald_primary_10_1108_VJIKMS-01-2022-0027 |
source | Standard: Emerald eJournal Premier Collection |
subjects | Analytics Big Data Business analytics Competition Competitive advantage Data analysis Decision making Impact analysis Industrial development Information systems Innovations Integrated approach Operations management Supply chains |
title | The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-14T06%3A28%3A19IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_emera&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20impact%20of%20business%20analytics%20capabilities%20on%20innovation,%20information%20quality,%20agility%20and%20firm%20performance:%20the%20moderating%20role%20of%20industry%20dynamism&rft.jtitle=VINE%20journal%20of%20information%20and%20knowledge%20management%20systems&rft.au=Khan,%20Adeyl&rft.date=2024-07-29&rft.volume=54&rft.issue=5&rft.spage=1124&rft.epage=1152&rft.pages=1124-1152&rft.issn=2059-5891&rft.eissn=2059-5891&rft_id=info:doi/10.1108/VJIKMS-01-2022-0027&rft_dat=%3Cproquest_emera%3E3084369441%3C/proquest_emera%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3084369441&rft_id=info:pmid/&rfr_iscdi=true |