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Related Concept Videos

Ethical Standards I01:25

Ethical Standards I

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The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
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Ethical Standards II01:23

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Ethical standards are the backbone of nursing practice, guiding nurses as they interact with patients, families, and colleagues. These standards are crucial for providing safe, empathetic care centered on the patient's needs.
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Ethics and Bioethics01:22

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Ethics is a philosophical study of moral actions. Ethics attempts to determine what is valuable for individuals and society. It examines the rational justification of moral judgments and analyzes what is morally just, fair, and right. Bioethics is a sub-discipline of applied ethics that analyzes the philosophical, social, and legal issues in life sciences and medicine. Ethical theories serve as a foundation for decision-making and represent the viewpoints from which people seek direction. They...
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Survival analysis is a statistical method used to analyze time-to-event data, often employed in fields such as medicine, engineering, and social sciences. One of the key challenges in survival analysis is dealing with incomplete data, a phenomenon known as "censoring." Censoring occurs when the event of interest (such as death, relapse, or system failure) has not occurred for some individuals by the end of the study period or is otherwise unobservable, and it might have many different...
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Ethics in Research01:56

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Related Experiment Video

Updated: May 28, 2025

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Empowering open data sharing for social good: a privacy-aware approach.

Tânia Carvalho1,2, Luís Antunes3,4, Cristina Costa Santos5

  • 1Departamento de Ciência de Computadores, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre, s/n, 4169-007, Porto, Portugal. tania.carvalho@fc.up.pt.

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Sharing Covid-19 data can protect patient privacy while maintaining data quality. Multidisciplinary collaboration is key to developing effective data protection strategies for health research.

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Area of Science:

  • Health Informatics
  • Data Privacy
  • Epidemiology

Background:

  • The Covid-19 pandemic highlighted the critical need for data sharing to advance research and inform public health strategies.
  • Open data platforms facilitated access to daily case data, promoting collaboration and public access.
  • Balancing data sharing benefits with individual privacy concerns is a significant challenge in health research.

Purpose of the Study:

  • To demonstrate the feasibility of ensuring data privacy in health datasets.
  • To show how data quality and utility can be maintained alongside privacy protection.
  • To emphasize the importance of multidisciplinary collaboration in developing data sharing strategies.

Main Methods:

  • Utilized a Covid-19 dataset from a major Portuguese hospital.
  • Applied state-of-the-art methods in Data Protection by Design and by Default.
  • Focused on co-developing strategies through collaboration between healthcare, data privacy, and data science experts.

Main Results:

  • Successfully demonstrated that health data can be de-identified while preserving its quality and utility.
  • Showcased a practical approach to privacy-preserving data sharing for Covid-19 research.
  • Validated the effectiveness of multidisciplinary teams in creating robust data protection solutions.

Conclusions:

  • Knowledge exchange among healthcare practitioners, data privacy experts, and data scientists is crucial for effective de-identified data strategies.
  • Implementing Data Protection by Design and by Default principles is essential for ethical health data sharing.
  • Privacy-preserving data sharing enhances research capabilities without compromising individual confidentiality.