Data governance is how a firm regulates data availability, security, and integrity inside its many software applications and database management systems. According to KarkoÅ¡kovÃ¡ (2022), a procedure to ensure data satisfies exact standards and business regulations when it is introduced into a system” is what they mean when they talk about “data governance. KarkoÅ¡kovÃ¡ continues by elaborating on the following: “The ability to exercise control over the management of data assets is made possible for organizations thanks to data governance. This procedure considers the people, processes, and technologies necessary to guarantee that data is suitable for the use to which it will be put. The model that best fits the organization is the decentralized data governance model. This paper discusses the rationale for choosing this model for the organization.
In the past, the well-known data governance model was centralized data. In this case,, the management controlled the data concerning access. However, much has developed in the past decade concerning data and technology. One of the techniques commonly applied by many organizations is cloud computing (Micheli, 2020). This has allowed access to data and information over the internet. This has moved many from the traditional data governance model to the new idea of decentralized systems.
There are several benefits of using the decentralized data governance model. Instead of being forced to rely on a centralized business intelligence team, departments with decentralized ownership of their data can construct their own datasets and reports independently (Micheli, 2020). Some companies accomplish this goal using data mesh, which gives domain owners the ability to independently perform data conversions and analyses. From the ERD diagram, this will be feasible in a decentralized system as there are several tables that each department may require. Therefore, the decentralized system would allow faster and more reliable access.
Another essential importance is that the Individual departments are given the freedom to access the organization’s core datasets (“data mart”), in addition to the information gathered through the tools they use directly; as a result of this structure. The application programming interfaces (API) of currently accessible business and operational solutions, such as Salesforce, Google Ads, and Zuora, offer complete data and activity logs (Micheli et al., 2020). The transmission of data to and from data warehouses that include production data is simplified as a result of this development. With a decentralized data governance model, the organization can use such API and help improve access to data that is vital for appropriate decision-making within an organization. This will be vital for communication and resolution of customer issues.
Because the tool contains all of the analysis, it often ends up serving as the group that employs it as its primary source of truth. But this implies that two separate business divisions, say Sales and Finance, might calculate the same metric to represent monthly active users in different ways and then arrive at contradictory conclusions as a result of their efforts (Micheli et al., 2020). However, with accuracy enhancement, it is possible that the analysis can converge, which is proof of success in the modeling. The analysis would be important to provide insight into different aspects of the business, such as customer satisfaction and many others.
In conclusion, the best data governance model that would best fit the ERD diagram is through the decentralized system. The several tables that concern different people would be efficiently used through the decentralized system. The system would allow the departments to focus on the business that directly impacts them.
KarkoÅ¡kovÃ¡, S. (2022). Data governance model to enhance data quality in financial institutions. Information Systems Management, 1â€“21. https://doi.org/10.1080/10580530.2022.2042628
Micheli, M. (2020, September 2). â€œEmerging models of data governance in the age of dataficationâ€ publication in Big Data & Society. JRC Science Hub Communities – European Commission. https://ec.europa.eu/jrc/communities/en/community/digitranscope/article/emerging-models-data-governance-age-datafication-publication-big
Micheli, M., Ponti, M., Craglia, M., & Berti Suman, A. (2020). Emerging models of data governance in the age of datafication. Big Data & Society, 7(2), 205395172094808. https://doi.org/10.1177/2053951720948087
Essay Writing Service Features
Our ExperienceNo matter how complex your assignment is, we can find the right professional for your specific task. Global Assignment is an essay writing company that hires only the smartest minds to help you with your projects. Our expertise allows us to provide students with high-quality academic writing, editing & proofreading services.
Free revision policy$10
Free bibliography & reference$8
Free title page$8
How Our Essay Writing Service Works
First, you will need to complete an order form. It's not difficult but, in case there is anything you find not to be clear, you may always call us so that we can guide you through it. On the order form, you will need to include some basic information concerning your order: subject, topic, number of pages, etc. We also encourage our clients to upload any relevant information or sources that will help.Complete the order form
Once we have all the information and instructions that we need, we select the most suitable writer for your assignment. While everything seems to be clear, the writer, who has complete knowledge of the subject, may need clarification from you. It is at that point that you would receive a call or email from us.Writer’s assignment
As soon as the writer has finished, it will be delivered both to the website and to your email address so that you will not miss it. If your deadline is close at hand, we will place a call to you to make sure that you receive the paper on time.Completing the order and download