Abstract
Despite the rising importance of advanced data analytics, there is limited guidance on how organizations should leverage it. The benefits that an organization can gain through advanced data analytics depends on the organization’s ability to gain and use relevant capabilities. This study introduces a capability maturity model (ADA-CMM) for advanced data analytics to help organizations assess their current state of capabilities for managing advanced data analytics. We used the Delphi method to develop the maturity model and performed a survey to evaluate its validity. The results confirm that the maturity level of the advanced data analytics capabilities of organizations is positively related to the business value that they can capture from their use, which in turn found positively related to organizational performance. ADA-CMM can be used by organizations as a self-assessment tool and to create a roadmap for improving their relevant capabilities.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 55th Annual Hawaii International Conference on System Sciences, HICSS 2022 |
| Editors | Tung X. Bui |
| Pages | 266-275 |
| Number of pages | 10 |
| ISBN (Electronic) | 978-0-9981331-5-7 |
| DOIs | |
| Publication status | Published - 4 Jan 2022 |
| Event | 55th Annual Hawaii International Conference on System Sciences, HICSS 2022 - Virtual, Online, United States Duration: 3 Jan 2022 → 7 Jan 2022 Conference number: 55 https://hicss.hawaii.edu/ |
Conference
| Conference | 55th Annual Hawaii International Conference on System Sciences, HICSS 2022 |
|---|---|
| Abbreviated title | HICSS-55 |
| Country/Territory | United States |
| City | Virtual, Online |
| Period | 3/01/22 → 7/01/22 |
| Internet address |
Keywords
- advanced data analytics
- big data analytics
- BI & BD capability
- capability maturity model