Cost to Develop New Pharmaceutical Drug Now Exceeds $2.5B?
scientificamerican.com
scientificamerican.com
$1.2B of this reported cost is "opportunity cost", based on the fact that you could have taken the money you would've used for drug development and invested it elsewhere... at a 10.5% real rate of return. Which is a rather questionable assumption.
Practice epistemic self defense: go to the primary sources!
How come the government can sell t-bills at sub 1% interest? They wouldn't be able to sell a dime of debt if those numbers were anywhere near reasonable.
Note: Saying Fund X beat the average is meaningless you have to actually investigate their risk profile which takes a lot of effort.
For starters if you think $1000 is an appropriate amount to invest you need to either spend less on junk or continue spending your money on self improvement (Assuming money is a life goal). Brokerage fees are often per transaction so bigger, long term investments means less % costs = more % profit. Of course if you’re testing the waters $1000 is fully appropriate, hobbies cost money so if it’s fun, fair enough.
But skipping brokerage fees, S&P 500 is considered probably the best and the same for all.
If there was a magical return much greater than S&P 500 that only billions could get then someone would just collate a billion from various sources and take a small cut.
Costs are in paper work and handling fees which shouldn’t be different whether it’s $10,000 or $1,000,000.
It’ll be a bigger % for small amounts, but as long as you invest reasonably big chunks and not keep moving it around it’s negligible difference.
In some situations, financial investments can enable real investment by second parties (buying into an IPO for example), but the usual example of bank lending is not one of those cases.
I don't know anything about this area, but would love to know whose figure is closer to right on this.
Oh, so it's only less than $1b if your drugs never fail in clinical trials. Well gee, it's a good thing everyone in the drug industry knows how to have a 100% approval rate!
I stopped there. It's pretty clear what level of thinking and intellectual honesty went into that rebuttal.
http://www.pewtrusts.org/en/research-and-analysis/fact-sheet...
Almost 75% of that budget is on sales reps and free drugs. Having face-to-face conversations with physicians doesn't come cheap.
Also, don't forget that drug companies are only allowed to promote to FDA approved indications.
I don't see why drug companies advertising is such an issue. Despite what most people think, great drugs don't sell themselves.
Ever heard of Forteo? It's an osteoporosis drug and not one you want to find out you need. It's got some nasty side effects (like cancer) and is a pain to take (it's a daily injection.) Drug reps push it hard because it works in a novel fashion actually causing bone regrowth rather than slowing bone loss. That said the very very specific circumstances of who should be on it are almost never mentioned (in in person discussions, the FDA mandates the website mentions everything). It is talked about as a treatment for osteoporosis generally. It's talked about as a treatment to prevent fracture. Both of those are technically true, but the slope here is so slippery that the concept of 'approved indications' is like an open window to a fly. There's a lot of room to maneuver.
People are susceptible to advertising. Doctors are people. And when an attractive 26 year old in a tight skirt walks into your office to talk about writing just a few more prescriptions a month of something you already do, well that's going to have an impact.
The distinguishing factor here though is that the consumer is left out of the loop, the person who has to suffer the side effects is not part of the marketplace. This is not your standard free market exercise where caveat-emptor is an appropriate response. This is behind the scenes manipulation of people who are often trusted blindly by their patients.
I pay good money to have access to people with the experience and expertise to diagnose and treat my ailments. However if I find out that they are being asked to be invulnerable to cognitive errors like the recency fallacy then I'm screwed. It's unreasonable to ask people to be immune to manipulation and so the only reasonable course is to limit manipulation as much as possible.
So what do we do here? We're not just underfunding basic biology research, it's rolling down hill and affecting the efficacy of our products oriented pharma R&D investments.
Best proposal I've heard to pull out of this trend? Computational biology: simulate different tissue types and organ systems (their dynamics, metabolic pathways, flow of matter/energy/information) and expose the simulated tissues to potential drugs in high-throughput simulations. Test exponentially more compounds and prune obvious failure from the chemical structure tree early and often. What you're left with is a restricted set of compounds to try synthesizing and taking to trial.
I realize clinical trials are really important, because accidentally killing lots of people isn't particularly desirable, but is there a way we could lower this cost? What would need to happen?
Why couldn't independent labs certify and insure products, a la Underwriters Laboratories?
We could have drugs vetted by these respected medical organizations and be labeled as such, think 'mayo clinic certified', 'johns hopkins certified', etc.
I strongly dislike the mis-alignment of incentives, where the ratings / approval group is paid by the company seeking approval. It has proven disastrous in high-money systems, and I wouldn't trust it for pharma, which has shown similar ethical outlooks as finance (that is to say, little matters except profits).
Not to beat a dead horse, but if you remember the mortgage crisis was due the government incentivizing subprime lending and having fed rate too low for too long; creating a bubble in housing. The ratings agencies themselves were accomplices, but not the sole problem by any stretch.
When in doubt, throw it out.
Spend some time googling stories about people who operated by the book at the ratings agencies. Their careers...did not go well.
FWIW, I was just parroting Nate Silver's section on the financial crisis. He identifies the ratings agencies as one of the several groups responsible for the downfall. In S&N, Silver discusses how the ratings agencies gave their ratings software to the banks, so the banks could "dry-run" their tranches to get the best ratings available.
They were more than just complicit -- they actively enabled the financial groups to game the ratings.
AFAIK, to rate a company/tranch/etc., the ratings agencies need access to internal company information. There's no room for an outsider ratings group to call bullshit -- people are only going to listen to the agency given internal info, the one hired by the company getting the rating.
More competition wouldn't make the outside groups any more relevant, and without revenue, they would likely quickly dry up.
In the other direction, paying for ratings is how we got AAA-rated subprime CDOs.
Public regulators are always preferable, when a market needs to be regulated as you admit, because the public, through the press and their elected representatives, can hold them accountable for their actions. If someone from the Mayo Clinic is receiving improper benefits from pharmaceutical companies how does the public find that out? There are no laws that would force disclosure of those relationships.
In the case of public regulators like the FDA, Congress can force its leaders to testify and the press has tools like FOIA to get at private documents. They're not perfect and can still lead to corruption and regulatory capture, but are preferable to private organizations with no public accountability regulating the pharmaceutical industry.
Atleast in the marketplace, if you mess up - you go broke (or you should, don't even get me started on the idiocy of 'too big too fail'). There's some incentives to hustle, but also to not ruin your firm in the long-run.
At the FDA you know you are on an Imperial Star Destroyer, and that whatever happens - worse case scenario it takes like 5 years to fire you.
No I don't have the answer - I ain't paid enough to work on that.
That's an incredibly optimistic assumption. My mind instead immediately goes to imaging the kind of horrors people would go through if it were easier to put drugs onto the market than it already is.
We already live through people dying or developing lifelong disabilities due to medication going onto market with side effects that were not properly understood. If the barrier was lower this problem would only be worse.
Unfortunately for many diseases, there are not good animal models. 3D human tissue culture allows for much better laboratory testing of efficacy and side effects. This would allow for better drugs going into clinical trials and better design of clinical trials to show a particular drug's effects.
I love this line. We should do it for oxygen. Your bill is pretty high because oxygen delivers a lot of value.
Pricing should be based on cost of provision. Because if it is higher in a market economy someone else can enter the market and provide at a lower cost.
If you are smart (and quite lucky) it's an order of magnitude less.
http://www.forbes.com/sites/bernardmunos/2014/11/20/the-ugly...
http://en.wikipedia.org/wiki/List_of_semiconductor_fabricati...