12th Grade Recognize Ethical Data Use Resources

Analyze the ethical considerations and emerging innovations in genomic sequencing projected for the next decade. Develop an understanding of the significance of ethical standards in genomics, the influence of genomic data on comprehending human variability, and methods for the ethical integration of these advancements.

Investigate the ethical considerations of technological applications in humanitarian situations, focusing on their impact on refugee populations. Acquire skills to critically evaluate potential challenges and construct ethical frameworks for the responsible implementation of technology.

Investigate the complexities of digital ethics, with an emphasis on the impact of technology on moral decision-making and societal values. Gain the ability to identify ethical dilemmas within technological contexts and learn how to integrate ethical considerations into design and decision-making processes.

Explore how mathematics intersects with ethics and society, focusing on diversity in mathematics and ethical considerations in algorithm development. Gain insights into the societal impact of mathematical disciplines, understanding both the challenges and their potential to promote equality.

Explore the importance and implications of shared data, focusing on location-based information, transactional data, and persistent cookies in daily digital interactions. Understand data security and ethical considerations to make informed decisions about personal data management. Grasp the significance of data protection regulations to enhance skills in safeguarding personal information.

Analyze the ethical challenges of utilizing biometric data in humanitarian aid, focusing on issues of informed consent and potential risks of data misuse. Gain understanding of ethical technology practices and their significance for vulnerable populations.

Explore the ethical challenges and implications of machine learning in decision-making, focusing on how biases can be amplified in various contexts. Gain an understanding of the importance of ethical responsibility and the critical need for human oversight in AI-driven environments.

Explore the fundamental concepts and frameworks of AI as they pertain to education, with a focus on developing digital competencies and promoting ethical use. Learners will gain an understanding of AI literacy, enabling them to critically assess AI tools and investigate their applications within educational environments.

Investigate the strategic goals, initial challenges, and contributions of the Human Genome Project, emphasizing its technological advancements, ethical considerations, and cultural impacts on genomics. Gain an understanding of how these elements shaped scientific collaboration, fostering the development of future medical advancements in genomics.

Investigate the ethical implications and potential misuse of big data within technological industries, concentrating on aspects of user privacy, bias, and algorithmic accountability. Gain insights into the applications and misapplications of big data, enhancing critical thinking and decision-making skills related to technology's societal impact.

Explore the responsible use of shared data, with a focus on location-based data, cookies, and data exchange methodologies. Gain insights into data ethics and privacy, and develop the ability to make informed decisions about data sharing and management.

Analyze how Facebook data is used, examining controversies such as the Cambridge Analytica scandal and insights from University of Cambridge research. Gain an understanding of ethical considerations and compare the predictive capabilities of algorithms with human judgment to enhance comprehension of digital privacy concerns.

Explore the various aspects of artificial intelligence, including its core focus and components of machine learning, while understanding the distinctions between deep learning and machine learning. Gain insights into AI's impact on employment, ethical considerations, and practical applications. Enhance understanding of both the advantages and challenges associated with AI technology.

Study the ethical implications of data tracking and analysis within online activities, focusing on privacy risks and benefits. Gain insight into techniques for predicting personal traits from digital footprints, and develop awareness of the ethical concerns related to data usage and privacy protection.

Analyze the complex domain of data brokers, examining their functions and the privacy risks they present in the digital age. Gain insights into protecting online privacy and understand the impact of data management and regulation on personal information security. Develop a comprehensive understanding of privacy protection strategies and the implications these have for safeguarding personal data.

Explore the transformative power of big data in shaping modern data science practices. Understand key differences between big data and traditional data, and develop skills in analyzing data-driven applications and their implications across various fields.

Understand the core principles of research methods with a focus on survey analysis and data collection techniques. Gain insights into identifying potential biases, efficiently collecting data, and the ethical considerations in research methodologies. Develop skills to evaluate the strengths and limitations of various research methods.

Explores the ethical dimensions of consumer access to genetic information, focusing on social responsibilities and privacy concerns in genomics. Gains insights into the implications of genetic testing, reinforces understanding of bioethical debates, and examines societal impacts related to personal genetic data.

Examine the capabilities and challenges of surveillance technology, focusing on its impact on public safety and privacy. Understand how this technology supports law enforcement efforts while recognizing the associated ethical considerations. Gain insights into balancing technological advancements with respect for individual privacy rights.

Focus on the principles of ethics and responsible decision-making within business law, emphasizing how businesses can enhance societal well-being. Develop the ability to identify ethical dilemmas and recognize the significance of ethical conduct and social responsibility in professional environments.