TY - JOUR
T1 - Impact of big data analytics in project success
T2 - Mediating role of intellectual capital and knowledge sharing
AU - Norena-Chavez, Diego
AU - Thalassinos, Eleftherios
N1 - Publisher Copyright:
© 2023 by author(s). Journal of Infrastructure, Policy and Development is published by EnPress Publisher LLC.
PY - 2023
Y1 - 2023
N2 - Purpose: This study empirically investigates the effect of big data analytics (BDA) on project success (PS). Additionally, in this study, the investigation includes an examination of how intellectual capital (IC) and (KS) act as mediators in the correlation between BDA and KS. Lastly, a connection between entrepreneurial leadership (EL) and BDA is also explored. Design/Methodology-Using a sample of 422 senior-level employees from the IT sector in Peru. The partial least squares structural equation modeling technique tested the hypothesized relationships. Findings-According to the findings, the relationship between BDA and PS is mediated by structural capital (SC) and relational capital (RC), and BDA demonstrates a positive and noteworthy correlation with PS. Furthermore, EL is positively associated with BDA in a significant manner. Practical implicationsThe finding of this study reinforce the corporate experience of BDA and suggest how senior levels of the IT sector can promote SC, RC, and EL. Originality/Value-This study is one of the first to consider big data analytics as an important antecedent of project success. With little or no research on the interrelationship of big data analytics, intellectual capital and knowledge sharing the study contributes by investigating the mediating role of intellectual capital and knowledge sharing on the relationship between big data analytics and project success.
AB - Purpose: This study empirically investigates the effect of big data analytics (BDA) on project success (PS). Additionally, in this study, the investigation includes an examination of how intellectual capital (IC) and (KS) act as mediators in the correlation between BDA and KS. Lastly, a connection between entrepreneurial leadership (EL) and BDA is also explored. Design/Methodology-Using a sample of 422 senior-level employees from the IT sector in Peru. The partial least squares structural equation modeling technique tested the hypothesized relationships. Findings-According to the findings, the relationship between BDA and PS is mediated by structural capital (SC) and relational capital (RC), and BDA demonstrates a positive and noteworthy correlation with PS. Furthermore, EL is positively associated with BDA in a significant manner. Practical implicationsThe finding of this study reinforce the corporate experience of BDA and suggest how senior levels of the IT sector can promote SC, RC, and EL. Originality/Value-This study is one of the first to consider big data analytics as an important antecedent of project success. With little or no research on the interrelationship of big data analytics, intellectual capital and knowledge sharing the study contributes by investigating the mediating role of intellectual capital and knowledge sharing on the relationship between big data analytics and project success.
KW - big data analytics
KW - intellectual capital
KW - knowledge sharing
KW - project success
UR - http://www.scopus.com/inward/record.url?scp=85179690067&partnerID=8YFLogxK
U2 - 10.24294/jipd.v7i3.2583
DO - 10.24294/jipd.v7i3.2583
M3 - Article
AN - SCOPUS:85179690067
SN - 2572-7923
VL - 7
JO - Journal of Infrastructure, Policy and Development
JF - Journal of Infrastructure, Policy and Development
IS - 3
M1 - 2583
ER -