Ethical Problems of Observational Studies and Big Data Compared to Randomized Trials

Journal of Medicine and Philosophy (forthcoming)
  Copy   BIBTEX

Abstract

The temptation to use prospective observational studies (POS) instead of conducting difficult trials (RCTs) has always existed, but with the advent of powerful computers and large databases, it can become almost irresistible. We examine the potential consequences, were this to occur, by comparing two hypothetical studies of a new treatment: one RCT, and one POS. The POS inevitably submits more patients to inferior research methodology. In RCTs, patients are clearly informed of the research context, and 1:1 randomized allocation between experimental and validated treatment balances risks for each patient. In POS, for each patient, the risks of receiving inferior treatment are impossible to estimate. The research context and the uncertainty are down-played, and patients and clinicians are at risk of becoming passive research subjects in studies performed from an outsider’s view, which potentially has extraneous objectives, and is conducted without their explicit, autonomous, and voluntary involvement and consent.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 92,347

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Causality in complex interventions.Dean Rickles - 2009 - Medicine, Health Care and Philosophy 12 (1):77-90.
Why Randomized Interventional Studies.Adam La Caze - 2013 - Journal of Medicine and Philosophy 38 (4):352-368.
Observation and experiment: an introduction to causal inference.Paul R. Rosenbaum - 2017 - Cambridge, Massachusetts: Harvard University Press.
Ethical issues of randomized controlled trials.Jyotirmoy Sarker - 2014 - Bangladesh Journal of Bioethics 5 (1):1-4.
The Democratic Virtues of Randomized Trials.Ana Tanasoca & Andrew Leigh - 2024 - Moral Philosophy and Politics 11 (1):113-140.
The Problem of Piecemeal Induction.Conor Mayo-Wilson - 2011 - Philosophy of Science 78 (5):864-874.
Placebo effect and randomized clinical trials.Gunnel Elander & Göran Hermerén - 1995 - Theoretical Medicine and Bioethics 16 (2).
Cluster Randomized Trials: Another Look.Ruth Macklin - 2013 - Hastings Center Report 44 (1):37-43.

Analytics

Added to PP
2024-05-14

Downloads
1 (#1,905,242)

6 months
1 (#1,478,551)

Historical graph of downloads

Sorry, there are not enough data points to plot this chart.
How can I increase my downloads?

Citations of this work

No citations found.

Add more citations

References found in this work

No references found.

Add more references