The opioid crisis is profitable. Blockchain tech can end that.
A tech-minded approach to drug fraud could squash those who enable the deadly opioid crisis.
BRIAN BEHLENDORF: So there's a tremendous amount of fraud in the prescription drug marketplace. And just like with provenance tracking of diamonds or the food supply chain, you can have provenance tracking for pharmaceuticals. You can have a system whereby the drugs — from the time they're manufactured and the batch that they were made in and in the factory they were made in — were tracked in some way that maybe parts of that were public, maybe parts of it were private, but were tracked through the distribution process to the end recipient. Now obviously when we're talking about individual patients and the prescriptions that they get, that is highly sensitive data. That's data that you wouldn't ever store directly in a chain — what your prescription is, what my prescriptions are, that sort of thing — but tracking these objects, tracking these individual vials of a drug or bottles of a drug as they get down to the pharmacy level is something that we can do to try to see: where are there pharmacies that seem to be dispensing a lot more than they should be based on the prescriptions that they're receiving?
Furthermore, finding ways to actually measure, so maybe separate from the opioid crisis but we actually have a challenge of adherence in the drug industry of understanding, for a given prescription drug, who is actually taking that at the times they should be taking it and continuing to take the full regiment rather than stopping halfway through because they felt okay. And so you could see IoT sensor data from the dispenser devices themselves, weaving together a picture that allows us to see all the way from the batch the drug was made in to the people who were prescribed it, and who took it if there is a problem out there, if there is a quality control issue where did that come from, and who might be responsible for that? And correspondingly the patients who do adhere well, are they benefiting from the use of those drugs? Or the ones who are having poor reactions are the ones who are only taking half their prescription? That sort of thing.
Bringing it back to the opioid crisis, I think tracking prescriptions in a system like this, if we can find ways to do it that respect patient confidentiality — because I'm a huge believer in the importance of keeping the patient at the center of who their information is being shared with and on what basis — but if we can build kind of an airtight system for tracking all that and understanding where these prescriptions are going, we'll have a much better basis for discovering fraud, discovering places where there might be fraud, and it's worth deeper investigation, and trying to understand how do we get to — I tend not to blame the drug taker because I think they're just medicating to meet their needs, it's really the distributors and those writing fake prescriptions and others who are enabling a lot of this crisis, and I think distributed ledger technology can help us understand where there might be abuses in that system.
So we have a number of healthcare organizations in our community. We have a company called Kaiser, really big on the West Coast, and I think out here they're known as well. Change Healthcare, which is a part of McKesson, and lot of startups. And they're looking at a number of different use cases in the healthcare sector from supply chain provenance in pharmaceuticals to provider directories, which are basically these directories of doctors and the certifications that they've been awarded and are they keeping up with their yearly ten hours of education, those types of things, to prescriptions, and then really the big kind of Holy Grail is medical records. Can we make medical records more portable? Not by publishing them into a distributed ledger because, again, the whole point of a distributed ledger is 'push this data out widely', but instead by creating wallets of health information for individuals that keep track of your records, that operate somewhat like a Bitcoin wallet where you know you have these assets and you can decide to share these records. You receive them from one doctor you can decide to share them with another doctor. If you moved and you had to change doctors, change healthcare providers, you can bring that data with you. And what would be tracked on ledger is a pointer to your wallet and a signature for each of the records you have that attest to the actual data. So if I get a prescription, I can't change that entry from 10 pills to 100 pills because that would change the signature, and the signature is what would be recorded in the ledger. So all of these kinds of questions about trust and provenance and discovery, understanding "where is all my data?" and being able to bring that together and view the patient as the center of health information exchange is a problem that we haven't been able to solve when we approached health IT as a point-to-point integration challenge or left it up to the patient to cart around the big boxes of paper records or CD-ROMs, but I think we can really make a dent in it with distributed ledger technology, and many of our companies are working on that very challenge.
- The same way blockchain technology could end the blood diamond trade, it could also stop those profiting from the opioid crisis by removing the traditional opportunities for drug fraud, explains Hyperledger's Brian Behlendorf.
- "I tend not to blame the drug taker because I think they're just medicating to meet their needs, it's really the distributors and those writing fake prescriptions and others who are enabling a lot of this crisis, and I think distributed ledger technology can help us understand where there might be abuses in that system."
- Blockchain technology could also revolutionize health information systems — from harnessing the IoT to ensure patients take their medication at the right time and often enough (drug adherence is a big problem), to checking the credibility of doctors, and not having to cart around a small filing cabinet of your life's medical records every time you change doctors or providers.
Archeologists had been doubtful since no such ship had ever been found.
- In 450 BCE, Greek historian Herodotus described a barge that's never been found.
- When the ancient port of Thonis-Heracleion was discovered, some 70 sunken ships were found resting in its waters.
- One boat, Ship 17, uncannily matches the Herodotus' description.
The blood of horseshoe crabs is harvested on a massive scale in order to retrieve a cell critical to medical research. However, recent innovations might make this practice obsolete.
- Horseshoe crabs' blue blood is so valuable that a quart of it can be sold for $15,000.
- This is because it contains a molecule that is crucial to the medical research community.
- Today, however, new innovations have resulted in a synthetic substitute that may end the practice of farming horseshoe crabs for their blood.
The Canadian professor has been on the Joe Rogan Experience six times. There's a lot of material to discuss.
- Jordan Peterson has constantly been in the headlines for his ideas on gender over the last three years.
- While on Joe Rogan's podcast, he explains his thoughts on the gender differences in society.
- On another episode, Peterson discusses the development of character through competition.
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