Is it moral to benefit from research while opting out of electronic health records?

If someone else carries all the risk, are people not in the system freeloading?

Managing AI and ML in the Enterprise The AI and ML deployments are well underway, but for CXOs the biggest issue will be managing these initiatives, figuring out where the data science team fits in and figuring out what algorithms to buy vs. build.

Over in North Central Pennsylvania, healthcare provider Geisinger is creating artificial intelligence models that can beat trained cardiologists with years of experience. The key ingredient in being able to do this is having an electronic health record (EHR) that stretches back to the 1990s.

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This is exactly the sort of research that proponents of electronic records have long put forward to justify their existence, while for the last year, Australians have wrestled with whether to submit to a national EHR regime, or choose to opt-out. Around 10% of eligible people, or over 2.5 million, decided to not be a part of the system, as of February.

Having looked at the My Health Record discussion, and the very real progress the likes of Geisinger have made thanks to electronic records, an unanswered question remains lurking in rear of my mind: If you opt-out of EHR, are you morally justified to benefit from the advances made from the records of others?

To be clear, there is no suggestion that treatment would be withheld from anyone who opted-out in the future, should a piece of research based on electronic records lead to the provision of better treatment.

But if the dreams of the opt-out campaign were successful, then My Health Record would not have a large enough patient base to be useful for research, and the future systems could not exist. In such a world, systems trained on EHR data would not be able to be created.

Therefore, is it hypocritical to benefit from a regime that one fought against?

Not that the fighting is without merit, data breaches of medical history are very real, but there is a question whether this is a necessary risk to ensure the progress of medicine.

See: Enterprise AI in 2019: What you need to know | CIO Jury: 92 percent of tech leaders have no policy for ethically using AI

In effect, are the opted-out asking the rest of society to carry the risk of signing up to a system, while they benefit potentially at no cost? Or to put it another way, if you opt-out of an electronic health record, are you freeloading as others face the risk of privacy breaches or data misuse?

As someone that opted-out of the My Health Record, it's a moral question that has stayed in the back of my head for weeks. In some small way, in order to protect my own self-regarded important privacy, am I holding back the progress of medicine? In coming years, will there be a subtle haemorrhage that proves fatal in someone, that could have been detected if only a neural network had been better trained with more data?

It's a heck of a question to reckon with, but its the kind of moral quandary that warrants thought as machine learning and artificial intelligence impacts more and more on our lives.

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