TY - GEN
T1 - Exploring the Impact of Big Data Analytics Capabilities on Indonesian Firm Performance - A Mediation Analysis of Business Process Agility and Process-oriented Dynamic Capability
AU - Kusbianto, Nugraha
AU - Sukoharsono, Eko Ganis
AU - Darmawan, Ari
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Examining how influential Big Data Analytic Capabilities (BDAC) are in improving Firm Performance (FPER) in the Indonesian setting is the objectives of this study, which has seen a significant increase in Big Data expenditure in Asia but lacks research in this area. Additionally, the study proposes a theoretical model as a framework for developing BDAC. The IT Capability Framework and the mediation functions of both Process-oriented Dynamic Capability (PODC) and Business Process Agility (BPA serve as the foundation for this study model. A quantitative research method using purposive and snowball sampling techniques is applied to a sample of 53 Indonesian companies. The result is BPA is significant while the PODC is identified to be insignificant in mediating the BDAC and FPER relationship. This study provides a framework for understanding Big Data Analytics and empirical evidence of BDAC's impact on the success of Indonesian firms. .
AB - Examining how influential Big Data Analytic Capabilities (BDAC) are in improving Firm Performance (FPER) in the Indonesian setting is the objectives of this study, which has seen a significant increase in Big Data expenditure in Asia but lacks research in this area. Additionally, the study proposes a theoretical model as a framework for developing BDAC. The IT Capability Framework and the mediation functions of both Process-oriented Dynamic Capability (PODC) and Business Process Agility (BPA serve as the foundation for this study model. A quantitative research method using purposive and snowball sampling techniques is applied to a sample of 53 Indonesian companies. The result is BPA is significant while the PODC is identified to be insignificant in mediating the BDAC and FPER relationship. This study provides a framework for understanding Big Data Analytics and empirical evidence of BDAC's impact on the success of Indonesian firms. .
KW - Big Data Analytics Capabilities
KW - Business Process Agility
KW - Firm Performance
KW - IT Capability Framework
KW - Process-oriented Dynamic Capability
UR - https://www.scopus.com/pages/publications/85159392802
U2 - 10.1109/ISCON57294.2023.10112001
DO - 10.1109/ISCON57294.2023.10112001
M3 - Conference contribution
AN - SCOPUS:85159392802
T3 - 2023 6th International Conference on Information Systems and Computer Networks, ISCON 2023
BT - 2023 6th International Conference on Information Systems and Computer Networks, ISCON 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th International Conference on Information Systems and Computer Networks, ISCON 2023
Y2 - 3 March 2023 through 4 March 2023
ER -