Search Results - subject:"data analytics"

Beyond technological capabilities : the mediating effects of analytics culture and absorptive capacity on big data analytics value creation in small- and medium-sized enterprises

Persaud, Ajax; Zare, Javid - In: IEEE transactions on engineering management : EM ; a … 71 (2024), pp. 7147-7159

Persistent link: https://www.econbiz.de/10015413195

Data-driven approach to risk identification for major transportation projects : a common risk breakdown structure

Erfani, Abdolmajid; Cui, Qingbin; Baecher, Gregory; … - In: IEEE transactions on engineering management : EM ; a … 71 (2024), pp. 6830-6841

Persistent link: https://www.econbiz.de/10015413079

Preventing and detecting fraud through data analytics in auto insurance field

Banarescu, Adrian; Baloi, Aurel-Mihail - In: Revista română de economie 40 (2015) 1, pp. 89-114

Persistent link: https://www.econbiz.de/10011545638

Adoption of big data analytics (BDA) technologies in disaster management: A Decomposed Theory of Planned Behavior (DTPB) approach

Zaman, Umer; Zahid, Hasan; Habibullah, Muzafar Shah - In: Cogent Business & Management 8 (2021) 1, pp. 1-20

Big data analytics (BDA) technologies have emerged as a cornerstone for predicting, preparing, and preventing natural …

Persistent link: https://www.econbiz.de/10014001670

The nexus between data analytics and firm performance

Gul, Raazia; Ellahi, Nazima - In: Cogent Business & Management 8 (2021) 1, pp. 1-10

disrupted the traditional businesses and technologies. This study investigates the impact of investment in data analytics on the … the impact of data analytics on firm performance. The results indicate that investment in data analytics increases the …

Persistent link: https://www.econbiz.de/10014001711

Adoption of big data analytics and its impact on organizational performance in higher education mediated by knowledge management

Marchena Sekli, Giulio Franz; De la Vega Hernández, … - In: Journal of Open Innovation: Technology, Market, and … 7 (2021) 4, pp. 1-22

generated, and technologies such as big data analytics are needed to create opportunities for open innovation by obtaining … valuable knowledge. The purpose of this paper is to investigate the factors that influence the adoption of big data analytics … compatibility, an adequate organizational data environment, and external support as factors required to adopt big data analytics …

Persistent link: https://www.econbiz.de/10014329480

Korherr, Philipp; Kanbach, Dominik - In: Review of Managerial Science (2021), pp. 1-28

context of Big Data Analytics (BDA). This paper provides a holistic framework of human-related capabilities that organizations …

Persistent link: https://www.econbiz.de/10014501765

Benchmarking Energy Quantification Methods to Predict Heating Energy Performance of Residential Buildings in Germany

Wenninger, Simon; Wiethe, Christian - In: Business & Information Systems Engineering 63 (2021) 3, pp. 223-242

To achieve ambitious climate goals, it is necessary to increase the rate of purposeful retrofit measures in the building sector. As a result, Energy Performance Certificates have been designed as important evaluation and rating criterion to increase the retrofit rate in the EU and Germany. Yet,...

Persistent link: https://www.econbiz.de/10014501879

No Longer Out of Sight, No Longer Out of Mind? How Organizations Engage with Process Mining-Induced Transparency to Achieve Increased Process Awareness

Eggers, Julia; Hein, Andreas; Böhm, Markus; Krcmar, Helmut - In: Business & Information Systems Engineering 63 (2021) 5, pp. 491-510

In recent years, process mining has emerged as the leading big data technology for business process analysis. By extracting knowledge from event logs in information systems, process mining provides unprecedented transparency of business processes while being independent of the source system....

Persistent link: https://www.econbiz.de/10014502095

Prospects of artificial intelligence and machine learning application in banking risk management

Milojević, Nenad; Redzepagic, Srdjan - In: Journal of Central Banking Theory and Practice 10 (2021) 3, pp. 41-57

measured and well-prepared further application of artificial intelligence, machine learning, deep learning and big data … analytics can have further positive impact, especially on the following risk management areas: credit, market, liquidity …

Persistent link: https://www.econbiz.de/10014558436