Related Experiment Video
Updated: Mar 15, 2026

Working with Human Tissues for Translational Cancer Research
Published on: November 26, 2015
Health and Big Data: An Ethical Framework for Health Information Collection by Corporate Wellness Programs
Ifeoma Ajunwa1, Kate Crawford1, Joel S Ford1
1Ifeoma Ajunwa, J.D., Ph.D., is an Assistant Professor of Law at the University of the District of Columbia School of Law. She holds a J.D. from the University of San Francisco School of Law (San Francisco, CA) and a Ph.D. in Sociology from Columbia University in the City of New York. Kate Crawford, Ph.D., is a Principal Researcher at Microsoft Research (Social Media Collective), a Visiting Professor at the MIT Center for Civic Media, a Senior Fellow at the Information Law Institute at NYU, and an Associate Professor in the Journalism and Media Research Centre at the University of New South Wales. She holds a Ph.D. from the University of Sydney (Sydney, Australia). Joel S. Ford, M.D., is an internal medicine resident at Inova Fairfax Hospital in Falls Church, VA. He holds an M.S. in Mechanical Engineering from Stanford University (Palo Alto, CA) and an M.D. from Case Western Reserve University (Cleveland, Ohio).
Large corporations are reviving wellness programs to cut healthcare costs. This essay examines Big Data use, worker privacy risks, and proposes ethical guidelines and innovative wellness strategies for cost reduction without worker burden.
Area of Science:
- Occupational Health
- Health Informatics
- Business Ethics
Background:
- Large corporations are increasingly implementing wellness programs to mitigate rising healthcare expenditures.
- These programs often involve the collection and analysis of employee health data, raising significant ethical considerations.
Purpose of the Study:
- To analyze the resurgence of corporate wellness programs and their reliance on Big Data.
- To investigate the potential negative impacts of Big Data collection on employee privacy and employment.
- To propose an ethical framework and innovative strategies for effective and equitable wellness programs.
Main Methods:
- Literature review and ethical analysis of corporate wellness program models.
- Examination of Big Data collection and utilization within wellness initiatives.
- Development of an ethical framework for wellness program vendors.
Main Results:
- Corporate wellness programs are expanding, leveraging Big Data for cost reduction.
- Significant privacy and employment discrimination risks exist for workers due to data collection.
- An ethical framework can guide vendors to balance cost-saving goals with worker protection.
Conclusions:
- Corporate wellness programs offer potential healthcare cost savings but require careful ethical oversight.
- Implementing an ethical framework is crucial to protect employee privacy and prevent discrimination.
- Innovative wellness approaches may offer more equitable and effective solutions for healthcare cost reduction.
Related Concept Videos
Ethical Standards I
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,...
Ethical Standards II
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
Standards of Care II
Ethics and Bioethics
Ethical Dilemmas I
Let us explore some examples to understand the potentially complex moral decisions nurses face.
Take the case of caring for minors, particularly in areas related to reproductive...
Nursing Code of Ethics

