[02/Magdalena/08]
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Which of the following is NOT a regulatory challenge related to data?

  • Data lineage (correct)
  • Securing and limiting access to data
  • Deleting personal data
  • Anonymization of personal data
  • Which method involves removing identifiable information from personal data?

  • Data lineage
  • Deleting personal data
  • Securing and limiting access to data
  • Anonymization of personal data (correct)
  • What is one of the requirements for data to be auditable?

  • Securing and limiting access to data (correct)
  • Deleting personal data
  • Data lineage
  • Anonymization of personal data
  • True or false: Securing and limiting access to data is a regulatory challenge?

    <p>True</p> Signup and view all the answers

    True or false: Data lineage is a regulatory challenge?

    <p>False</p> Signup and view all the answers

    True or false: Deleting, anonymization or pseudonymization of personal data is a regulatory challenge?

    <p>True</p> Signup and view all the answers

    Match the following regulatory challenges with their descriptions:

    <p>Securing and limiting access to data = Ensuring data is protected from unauthorized access Deleting, anonymization or pseudonymization of personal data = Methods to remove or obscure identifiable information Data lineage = Tracking and documenting the origin and movement of data Auditability = Ability to track and review activities and changes to data</p> Signup and view all the answers

    Match the following methods with their purpose in data management:

    <p>Deleting = Removing data from storage Anonymization = Transforming data to prevent identification of individuals Pseudonymization = Replacing identifying information with a pseudonym Auditability = Tracking and reviewing activities and changes to data</p> Signup and view all the answers

    Match the following terms with their relevance to data governance:

    <p>Securing and limiting access to data = Protecting data from unauthorized access Data lineage = Documenting the origin and movement of data Auditability = Ability to track and review activities and changes to data Deletion = Removing data from storage</p> Signup and view all the answers

    Match the following regulations with their descriptions:

    <p>California Consumer Privacy Act (CCPA) = Gives consumers the right to know what information businesses collect about them and how it is used Algorithmic Accountability Act of 2022 = Would require large technology companies to conduct impact assessments of their algorithms General Data Protection Regulation (GDPR) = Requires organizations to obtain consent from users before collecting their data and provide users with the right to have their data erased Data Governance = Involves developing and implementing policies, procedures, and controls to ensure the accuracy, security, and privacy of data</p> Signup and view all the answers

    Match the following terms with their relevance to data-driven applications:

    <p>Regulatory Challenges = Include obtaining consent from users, providing access to their data, and ensuring data is erased Ethical Implications = Data-driven applications have the potential to be used for good or harmful purposes Compliance = Organizations need to consult with legal counsel to ensure they are following all applicable regulations Responsible and Ethical Deployment = Important for organizations developing and deploying data-driven applications</p> Signup and view all the answers

    Match the following regulatory requirements with their descriptions:

    <p>User Consent = Obtaining permission from users before collecting their data Data Access = Providing users with the ability to view and retrieve their data Data Erasure = Giving users the right to have their data removed Opt Out = Allowing users to choose not to have their information sold to third parties</p> Signup and view all the answers

    Match the following terms with their relevance to data governance:

    <p>Data Auditing = One of the requirements for data to be auditable Data Lineage = Process of tracking and documenting the movement of data Data Anonymization = Method of removing identifiable information from personal data Data Pseudonymization = Method of replacing identifiable information with pseudonyms</p> Signup and view all the answers

    Match the following concepts with their descriptions:

    <p>Data-driven Applications = Have the potential to be used for good or harmful purposes Algorithmic Accountability = Involves conducting impact assessments of algorithms Transparency = Large technology companies are required to provide this about how their algorithms work Data Privacy = Users have the right to know what information businesses collect about them and how it is used</p> Signup and view all the answers

    Match the following terms with their relevance to data governance:

    <p>Data Security = Involves securing and limiting access to data Data Accuracy = One of the key aspects of data governance Data Privacy = Users have the right to know how their data is being used Data Governance Framework = Provides a structure for managing and protecting data</p> Signup and view all the answers

    Match the following regulations with their primary focus:

    <p>California Consumer Privacy Act (CCPA) = User consent and the right to opt out General Data Protection Regulation (GDPR) = User consent and the right to be forgotten Algorithmic Accountability Act of 2022 = Transparency about how algorithms work Data Governance = Ensuring the accuracy, security, and privacy of data</p> Signup and view all the answers

    Match the following regulatory challenges with their descriptions:

    <p>User Consent = One of the requirements for collecting data Data Access = Users have the right to view and retrieve their data Data Erasure = Users have the right to have their data removed Opt Out = Users can choose not to have their information sold to third parties</p> Signup and view all the answers

    Match the following terms with their relevance to data governance:

    <p>Data Protection = Involves ensuring the security and privacy of data Data Governance = Involves developing and implementing policies, procedures, and controls to ensure the accuracy, security, and privacy of data Data Privacy = Users have the right to know what information businesses collect about them and how it is used Data Auditing = Process of examining data to ensure it meets specific criteria</p> Signup and view all the answers

    Match the following regulations with their primary focus:

    <p>California Consumer Privacy Act (CCPA) = User consent and the right to know how data is used General Data Protection Regulation (GDPR) = User consent and the right to have data erased Algorithmic Accountability Act of 2022 = Transparency about how algorithms work Data Governance = Involves developing and implementing policies, procedures, and controls to ensure the accuracy, security, and privacy of data</p> Signup and view all the answers

    Match the following regulatory challenges in data-driven applications with their descriptions:

    <p>Privacy = Concerns about how personal data is collected, stored, and used Security = Concerns about the potential for cyberattacks and data breaches Bias = Concerns about unfair or discriminatory outcomes due to biased applications Transparency = Difficulty in understanding how data-driven applications work</p> Signup and view all the answers

    Match the following industries with their use of data-driven applications:

    <p>Healthcare = Uses data-driven applications for patient care and research Finance = Uses data-driven applications for risk analysis and fraud detection Retail = Uses data-driven applications for inventory management and customer analytics Criminal Justice = Uses data-driven applications for predictive policing and sentencing</p> Signup and view all the answers

    Match the following terms with their relevance to data-driven applications:

    <p>General Data Protection Regulation (GDPR) = Imposes strict requirements on organizations that collect and process personal data Data Breach = A security incident where sensitive, protected, or confidential data is accessed or disclosed without authorization Data Lineage = The life cycle of data, including its origins and where it moves over time Data Anonymization = The process of removing or modifying personally identifiable information from data sets</p> Signup and view all the answers

    Match the following challenges with the areas in data-driven applications they are most likely to occur:

    <p>Bias = High-stakes contexts such as criminal justice and financial services Transparency = Understanding how the applications work and how data is being used Privacy = Collection and storage of large amounts of personal data Security = Applications that are often targeted by cyberattacks</p> Signup and view all the answers

    Match the following terms with their definitions in the context of data-driven applications:

    <p>Data-driven applications = Applications that rely on data to make decisions Regulatory challenges = Issues that arise due to legal and regulatory requirements Data breaches = Security incidents where sensitive data is accessed or disclosed without authorization Bias in applications = Unfair or discriminatory outcomes due to biased algorithms or data</p> Signup and view all the answers

    Match the following challenges with the industries they are most likely to impact:

    <p>Privacy = Industries that collect and store large amounts of personal data Security = Industries that are often targeted by cyberattacks Bias = Industries that use data-driven applications in high-stakes contexts Transparency = Industries where it is important for users and regulators to understand how the applications work</p> Signup and view all the answers

    Match the following terms with their relevance to data-driven applications:

    <p>Data-driven applications = Applications that rely on data to make decisions Regulatory challenges = Issues that arise due to legal and regulatory requirements Data breaches = Security incidents where sensitive data is accessed or disclosed without authorization Bias in applications = Unfair or discriminatory outcomes due to biased algorithms or data</p> Signup and view all the answers

    Match the following industries with their use of data-driven applications:

    <p>Healthcare = Uses data-driven applications for patient care and research Finance = Uses data-driven applications for risk analysis and fraud detection Retail = Uses data-driven applications for inventory management and customer analytics Criminal Justice = Uses data-driven applications for predictive policing and sentencing</p> Signup and view all the answers

    Match the following challenges with the areas in data-driven applications they are most likely to occur:

    <p>Bias = High-stakes contexts such as criminal justice and financial services Transparency = Understanding how the applications work and how data is being used Privacy = Collection and storage of large amounts of personal data Security = Applications that are often targeted by cyberattacks</p> Signup and view all the answers

    Match the following regulatory challenges in data-driven applications with their descriptions:

    <p>Privacy = Concerns about how personal data is collected, stored, and used Security = Concerns about the potential for cyberattacks and data breaches Bias = Concerns about unfair or discriminatory outcomes due to biased applications Transparency = Difficulty in understanding how data-driven applications work</p> Signup and view all the answers

    Which act in the United States gives consumers the right to know what information businesses collect about them and to opt out of having their information sold to third parties?

    <p>The California Consumer Privacy Act (CCPA)</p> Signup and view all the answers

    What is one of the regulatory challenges that organizations developing and deploying data-driven applications need to be aware of?

    <p>Obtaining consent from users before collecting their data</p> Signup and view all the answers

    What is one of the ethical implications that organizations developing and deploying data-driven applications need to be aware of?

    <p>Data-driven applications can be used for harmful purposes</p> Signup and view all the answers

    What is one of the requirements for data to be auditable?

    <p>Data must be anonymized or pseudonymized</p> Signup and view all the answers

    Which act, currently pending in the US Congress, would require large technology companies to conduct impact assessments of their algorithms and provide transparency about how their algorithms work?

    <p>The Algorithmic Accountability Act of 2022</p> Signup and view all the answers

    What is one of the key requirements of the California Consumer Privacy Act (CCPA)?

    <p>Providing users with access to their data</p> Signup and view all the answers

    What is one of the key requirements of the Algorithmic Accountability Act of 2022?

    <p>Conducting impact assessments of algorithms</p> Signup and view all the answers

    What is one of the regulatory challenges organizations developing and deploying data-driven applications need to be aware of, in addition to the ethical implications?

    <p>Ensuring data security and limiting access to data</p> Signup and view all the answers

    What is one of the key requirements for organizations developing and deploying data-driven applications to be in compliance with all applicable regulations?

    <p>Obtaining consent from users before collecting their data</p> Signup and view all the answers

    What is one of the key requirements for organizations developing and deploying data-driven applications to be in compliance with all applicable regulations, in addition to consulting with legal counsel?

    <p>Developing and deploying applications in a responsible and ethical manner</p> Signup and view all the answers

    Which of the following is a key regulatory challenge in data-driven applications?

    <p>Lack of transparency</p> Signup and view all the answers

    What industry is particularly concerned about bias in data-driven applications?

    <p>Criminal justice</p> Signup and view all the answers

    What is a primary concern related to the security of data-driven applications?

    <p>Data breaches</p> Signup and view all the answers

    What is a specific example of a regulation that imposes strict requirements on organizations collecting personal data?

    <p>GDPR</p> Signup and view all the answers

    Which of the following is NOT a challenge in data-driven applications?

    <p>Data collection</p> Signup and view all the answers

    What is a potential consequence of biased data-driven applications?

    <p>Unfair outcomes</p> Signup and view all the answers

    What is a specific industry that relies on data-driven applications?

    <p>Healthcare</p> Signup and view all the answers

    What is a challenge related to privacy in data-driven applications?

    <p>Data misuse</p> Signup and view all the answers

    What is a challenge related to transparency in data-driven applications?

    <p>Lack of understanding</p> Signup and view all the answers

    What is a challenge related to security in data-driven applications?

    <p>Data breaches</p> Signup and view all the answers

    Data-driven applications rely on data to make decisions.

    <p>True</p> Signup and view all the answers

    Data-driven applications are only used in the healthcare industry.

    <p>False</p> Signup and view all the answers

    Privacy is not a regulatory challenge in data-driven applications.

    <p>False</p> Signup and view all the answers

    Data-driven applications are not targeted by cyberattacks.

    <p>False</p> Signup and view all the answers

    Bias in data-driven applications can lead to unfair outcomes.

    <p>True</p> Signup and view all the answers

    Regulators have a clear understanding of how data-driven applications work.

    <p>False</p> Signup and view all the answers

    The General Data Protection Regulation (GDPR) imposes strict requirements on organizations collecting personal data.

    <p>True</p> Signup and view all the answers

    Ethical implications are not a concern for organizations developing and deploying data-driven applications.

    <p>False</p> Signup and view all the answers

    A potential consequence of biased data-driven applications is increased fairness.

    <p>False</p> Signup and view all the answers

    Auditable data does not require any specific requirements.

    <p>False</p> Signup and view all the answers

    The California Consumer Privacy Act (CCPA) gives consumers the right to have their data erased.

    <p>True</p> Signup and view all the answers

    The Algorithmic Accountability Act of 2022 requires large technology companies to conduct impact assessments of their algorithms.

    <p>True</p> Signup and view all the answers

    Data-driven applications have the potential to be used for harmful purposes.

    <p>True</p> Signup and view all the answers

    Consulting with legal counsel is the only requirement for organizations to be in compliance with all applicable regulations.

    <p>False</p> Signup and view all the answers

    Data-driven applications do not have any ethical implications.

    <p>False</p> Signup and view all the answers

    The Algorithmic Accountability Act of 2022 is currently pending in the US Congress.

    <p>True</p> Signup and view all the answers

    The California Consumer Privacy Act (CCPA) requires businesses to provide transparency about how their algorithms work.

    <p>False</p> Signup and view all the answers

    Organizations developing and deploying data-driven applications need to be aware of the regulatory challenges as well as the ethical implications.

    <p>True</p> Signup and view all the answers

    The Algorithmic Accountability Act of 2022 would apply to all technology companies.

    <p>False</p> Signup and view all the answers

    Developing and deploying data-driven applications in a responsible and ethical manner is not important.

    <p>False</p> Signup and view all the answers

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