Data Governance and Compliance
Order ID |
53563633773 |
Type |
Essay |
Writer Level |
Masters |
Style |
APA |
Sources/References |
4 |
Perfect Number of Pages to Order |
5-10 Pages |
Description/Paper Instructions
Data Governance and Compliance
Data Governance and Compliance refer to the processes and policies used to manage, protect and secure sensitive data within an organization. The goal of data governance is to ensure that the data within an organization is of high quality, secure and being used ethically. Compliance refers to the adherence to laws and regulations related to data protection and privacy.
The importance of data governance and compliance has increased in recent years due to the growing number of data breaches and the increasing regulatory environment. Companies are now required to comply with various regulations such as the European Union’s General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA).
The implementation of data governance and compliance requires a strong and effective management structure, including a clear set of policies, procedures and guidelines. This helps organizations to establish a consistent approach to data management and ensure that the data is used in an ethical and secure manner.
One of the key components of data governance is data classification. This involves categorizing data based on its level of sensitivity and the level of risk associated with it. For example, personal information such as social security numbers, financial information and health records require a higher level of protection compared to other types of data.
Data governance also involves the management of data quality, including data validation, data cleansing, data reconciliation and data standardization. Data quality is critical to the success of data governance, as it ensures that the data used within the organization is accurate, reliable and trustworthy.
Another important aspect of data governance is data access and management. This involves defining who can access and use specific data, as well as how the data can be used. Access to sensitive data must be restricted and monitored to prevent unauthorized access or misuse.
Data governance also includes data retention and disposal policies. This involves determining how long data should be kept and under what circumstances it should be deleted. This helps organizations to ensure that they are not retaining data for longer than necessary and that they are adhering to data protection laws and regulations.
Compliance refers to the adherence to laws and regulations related to data protection and privacy. Organizations must comply with various regulations, including those related to data security, privacy, and data retention. Failing to comply with these regulations can result in significant financial penalties, as well as damage to the organization’s reputation.
To ensure compliance, organizations must conduct regular audits and assessments of their data governance and data protection processes. This helps to identify any weaknesses in the system and to take corrective action where necessary. Organizations must also provide training to their employees to ensure that they are aware of the importance of data protection and privacy, as well as their obligations under relevant laws and regulations.
In conclusion, data governance and compliance are critical components of a successful and secure data management system. Organizations must implement effective processes and policies to ensure that their data is of high quality, secure, and being used ethically. Compliance with data protection laws and regulations is also essential to prevent financial penalties and damage to the organization’s reputation
RUBRIC
QUALITY OF RESPONSE |
NO RESPONSE |
POOR / UNSATISFACTORY |
SATISFACTORY |
GOOD |
EXCELLENT |
Content (worth a maximum of 50% of the total points) |
Zero points: Student failed to submit the final paper. |
20 points out of 50: The essay illustrates poor understanding of the relevant material by failing to address or incorrectly addressing the relevant content; failing to identify or inaccurately explaining/defining key concepts/ideas; ignoring or incorrectly explaining key points/claims and the reasoning behind them; and/or incorrectly or inappropriately using terminology; and elements of the response are lacking. |
30 points out of 50: The essay illustrates a rudimentary understanding of the relevant material by mentioning but not full explaining the relevant content; identifying some of the key concepts/ideas though failing to fully or accurately explain many of them; using terminology, though sometimes inaccurately or inappropriately; and/or incorporating some key claims/points but failing to explain the reasoning behind them or doing so inaccurately. Elements of the required response may also be lacking. |
40 points out of 50: The essay illustrates solid understanding of the relevant material by correctly addressing most of the relevant content; identifying and explaining most of the key concepts/ideas; using correct terminology; explaining the reasoning behind most of the key points/claims; and/or where necessary or useful, substantiating some points with accurate examples. The answer is complete. |
50 points: The essay illustrates exemplary understanding of the relevant material by thoroughly and correctly addressing the relevant content; identifying and explaining all of the key concepts/ideas; using correct terminology explaining the reasoning behind key points/claims and substantiating, as necessary/useful, points with several accurate and illuminating examples. No aspects of the required answer are missing. |
Use of Sources (worth a maximum of 20% of the total points). |
Zero points: Student failed to include citations and/or references. Or the student failed to submit a final paper. |
5 out 20 points: Sources are seldom cited to support statements and/or format of citations are not recognizable as APA 6th Edition format. There are major errors in the formation of the references and citations. And/or there is a major reliance on highly questionable. The Student fails to provide an adequate synthesis of research collected for the paper. |
10 out 20 points: References to scholarly sources are occasionally given; many statements seem unsubstantiated. Frequent errors in APA 6th Edition format, leaving the reader confused about the source of the information. There are significant errors of the formation in the references and citations. And/or there is a significant use of highly questionable sources. |
15 out 20 points: Credible Scholarly sources are used effectively support claims and are, for the most part, clear and fairly represented. APA 6th Edition is used with only a few minor errors. There are minor errors in reference and/or citations. And/or there is some use of questionable sources. |
20 points: Credible scholarly sources are used to give compelling evidence to support claims and are clearly and fairly represented. APA 6th Edition format is used accurately and consistently. The student uses above the maximum required references in the development of the assignment. |
Grammar (worth maximum of 20% of total points) |
Zero points: Student failed to submit the final paper. |
5 points out of 20: The paper does not communicate ideas/points clearly due to inappropriate use of terminology and vague language; thoughts and sentences are disjointed or incomprehensible; organization lacking; and/or numerous grammatical, spelling/punctuation errors |
10 points out 20: The paper is often unclear and difficult to follow due to some inappropriate terminology and/or vague language; ideas may be fragmented, wandering and/or repetitive; poor organization; and/or some grammatical, spelling, punctuation errors |
15 points out of 20: The paper is mostly clear as a result of appropriate use of terminology and minimal vagueness; no tangents and no repetition; fairly good organization; almost perfect grammar, spelling, punctuation, and word usage. |
20 points: The paper is clear, concise, and a pleasure to read as a result of appropriate and precise use of terminology; total coherence of thoughts and presentation and logical organization; and the essay is error free. |
Structure of the Paper (worth 10% of total points) |
Zero points: Student failed to submit the final paper. |
3 points out of 10: Student needs to develop better formatting skills. The paper omits significant structural elements required for and APA 6th edition paper. Formatting of the paper has major flaws. The paper does not conform to APA 6th edition requirements whatsoever. |
5 points out of 10: Appearance of final paper demonstrates the student’s limited ability to format the paper. There are significant errors in formatting and/or the total omission of major components of an APA 6th edition paper. They can include the omission of the cover page, abstract, and page numbers. Additionally the page has major formatting issues with spacing or paragraph formation. Font size might not conform to size requirements. The student also significantly writes too large or too short of and paper |
7 points out of 10: Research paper presents an above-average use of formatting skills. The paper has slight errors within the paper. This can include small errors or omissions with the cover page, abstract, page number, and headers. There could be also slight formatting issues with the document spacing or the font Additionally the paper might slightly exceed or undershoot the specific number of required written pages for the assignment. |
10 points: Student provides a high-caliber, formatted paper. This includes an APA 6th edition cover page, abstract, page number, headers and is double spaced in 12’ Times Roman Font. Additionally, the paper conforms to the specific number of required written pages and neither goes over or under the specified length of the paper. |
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Data Governance and Compliance
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