Recommendation Algorithms, a Neglected Opportunity for Public Health

Revue Médecine et Philosophie 4 (2):16-24 (2021)
  Copy   BIBTEX

Abstract

The public discussion on artificial intelligence for public health often revolves around future applications like drug discovery or personalized medicine. But already deployed artificial intelligence for content recommendation, especially on social networks, arguably plays a far greater role. After all, such algorithms are used on a daily basis by billions of users worldwide. In this paper, we argue that, left unchecked, this enormous influence of recommendation algorithms poses serious risks for public health, e.g., in terms of misinformation and mental health. But more importantly, we argue that this enormous influence also yields a fabulous opportunity to provide quality information and to encourage healthier habits at scale. We also discuss the philosophical, technical and socio-economical challenges to seize this immense opportunity, and sketch the outlines of potential solutions. In particular, we argue that it would be extremely helpful if public and private institutions could publicly take a stand, as this may then generate the necessary social, economical and political pressure to massively invest in the research, development and deployment of the potential solutions.

Similar books and articles

Rethinking the Meaning of Public Health.Mark A. Rothstein - 2002 - Journal of Law, Medicine and Ethics 30 (2):144-149.
Rethinking the Meaning of Public Health.Mark A. Rothstein - 2002 - Journal of Law, Medicine and Ethics 30 (2):144-149.
Can an Algorithm be Agonistic? Ten Scenes from Life in Calculated Publics.Kate Crawford - 2016 - Science, Technology, and Human Values 41 (1):77-92.
Three Problems with Big Data and Artificial Intelligence in Medicine.Benjamin Chin-Yee & Ross Upshur - 2019 - Perspectives in Biology and Medicine 62 (2):237-256.
Public Health and Normative Public Goods.Richard H. Dees - 2018 - Public Health Ethics 11 (1):20-26.
Why 'health' is not a central category for public health policy.Stephen John - 2009 - Journal of Applied Philosophy 26 (2):129-143.
Enhancing Public Health Law Communication Linkages.Ross D. Silverman - 2008 - Journal of Law, Medicine and Ethics 36 (s3):29-49.
Public Health Literacy for Lawyers.Wendy E. Parmet & Anthony Robbins - 2003 - Journal of Law, Medicine and Ethics 31 (4):701-713.
Public Health Literacy for Lawyers.Wendy E. Parmet & Anthony Robbins - 2003 - Journal of Law, Medicine and Ethics 31 (4):701-713.

Analytics

Added to PP
2021-01-26

Downloads
1,290 (#9,035)

6 months
169 (#18,713)

Historical graph of downloads
How can I increase my downloads?

Author Profiles

Lê Nguyên Hoang
École Polytechnique Federale de Lausanne
El-Mahdi El-Mhamdi
École Polytechnique

Citations of this work

No citations found.

Add more citations

References found in this work

Medical Nihilism.Jacob Stegenga - 2018 - Oxford, United Kingdom: Oxford University Press.
Shattering the Myth of Semmelweis.Dana Tulodziecki - 2013 - Philosophy of Science 80 (5):1065-1075.

Add more references