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Leveraging Data Management Capabilities for Innovation Capabilities: The Moderating Role of Cross-Functional Integration

Journal of ICT Research and Applications (JICTRA) · Vol. 17 No. 3 (2023) · pp. 385–411

DOI
10.5614/itbj.ict.res.appl.2023.17.3.7
ISSN
2338-5499, 2337-5787
Published
2023-12-31
Publisher
DRI - ITB
Language
eng

Abstract

In today’s dynamic and competitive business environment, data are crucial for sustaining a competitive advantage. Organizations are also constantly seeking ways to enhance their innovation capabilities in order to stay ahead of the competition. One critical factor that has been identified as influential in enabling innovation are the organization’s data management capabilities. Past studies have found that cross-functional integration may enhance the impact of data management on innovation. Hence, this study aimed to investigate the influence of data management capabilities on explorative and exploitative innovation by considering the role of cross-functional integration as a moderating variable. This study used 116 data samples from medium and large companies across different industries in Indonesia. The PLS-SEM analysis was applied to test the research hypotheses. The results indicate that data management capabilities as a third-order construct, consisting of three dimensions, namely data governance, technology, and skills, have significant direct influences on explorative and exploitative innovation. This study demonstrated that cross-functional integration still plays an important role in amplifying the relationship between data management capabilities and innovation capabilities, especially in relation to explorative innovation.

Keywords

Collaboration network of the authors

10 authors · 17 co-authorship links · 3 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Bandung Institute of Technology
  • Diponegoro University
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Iman SudirmanBandung Institute of Technology2
Singgih SaptadiDiponegoro University1
T.M.A. Ari SamadhiBandung Institute of Technology1
Angra BramagaraBandung Institute of Technology1
Leksananto GondodiwiryoBandung Institute of Technology1
Tota SimatupangBandung Institute of Technology1
Hotma Antoni HutahaeanBandung Institute of Technology1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journals.itb.ac.id/index.php/jictra/oai, first harvested 26 Okt 2026, last seen 26 Okt 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en-US">Leveraging Data Management Capabilities for Innovation Capabilities: The Moderating Role of Cross-Functional Integration</dc:title>
	<dc:creator>Kadarsah, Destina Ratna Asih Khodijah</dc:creator>
	<dc:creator>Govindaraju, Rajesri</dc:creator>
	<dc:creator>Prihartono, Budhi</dc:creator>
	<dc:subject xml:lang="en-US">cross-functional integration</dc:subject>
	<dc:subject xml:lang="en-US">data governance</dc:subject>
	<dc:subject xml:lang="en-US">data management</dc:subject>
	<dc:subject xml:lang="en-US">innovation capabilities</dc:subject>
	<dc:subject xml:lang="en-US">PLS-SEM</dc:subject>
	<dc:description xml:lang="en-US">In today’s dynamic and competitive business environment, data are crucial for sustaining a competitive advantage. Organizations are also constantly seeking ways to enhance their innovation capabilities in order to stay ahead of the competition. One critical factor that has been identified as influential in enabling innovation are the organization’s data management capabilities. Past studies have found that cross-functional integration may enhance the impact of data management on innovation. Hence, this study aimed to investigate the influence of data management capabilities on explorative and exploitative innovation by considering the role of cross-functional integration as a moderating variable. This study used 116 data samples from medium and large companies across different industries in Indonesia. The PLS-SEM analysis was applied to test the research hypotheses. The results indicate that data management capabilities as a third-order construct, consisting of three dimensions, namely data governance, technology, and skills, have significant direct influences on explorative and exploitative innovation. This study demonstrated that cross-functional integration still plays an important role in amplifying the relationship between data management capabilities and innovation capabilities, especially in relation to explorative innovation.</dc:description>
	<dc:publisher xml:lang="en-US">DRI - ITB</dc:publisher>
	<dc:date>2023-12-31</dc:date>
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	<dc:type xml:lang="en-US">Peer-reviewed Article</dc:type>
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	<dc:identifier>https://journals.itb.ac.id/index.php/jictra/article/view/22215</dc:identifier>
	<dc:identifier>10.5614/itbj.ict.res.appl.2023.17.3.7</dc:identifier>
	<dc:source xml:lang="en-US">Journal of ICT Research and Applications; Vol. 17 No. 3 (2023); 385-411</dc:source>
	<dc:source>2338-5499</dc:source>
	<dc:source>2337-5787</dc:source>
	<dc:source>10.5614/itbj.ict.res.appl.2023.17.3</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journals.itb.ac.id/index.php/jictra/article/view/22215/6534</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2024 Journal of ICT Research and Applications</dc:rights>
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