Unfortunately I shall be semi-retiring from blogging.
When I say “semi”, I mean that general discussions on my personal website and comment on my personal twitter account will become few and far between. I shall continue to make comments/blogs on my work account.
There are several, in some cases related, reasons:
(1) Standards of practice in DCEs are not improving in health. It’s profoundly depressing when you read a blog entry/article/op-ed that has you nodding fiercely – as just happened – and then you get to the central defence of the paper. And it involves a discrete choice experiment that has not followed proper practice and stands a non-trivial chance of being totally wrong.
(2) Standards of literature review are appalling and getting worse by the year. When I did my PhD you wouldn’t dream of submitting a paper that didn’t show awareness of the literature – particularly if key aspects of your design have been heavily criticised by others.
(3) I get the distinct impression “political arguments” are trumping “data”. This partly follows on from (2): it’s well-known and established why quota sampling is important in DCEs yet “population representative sampling” continues to be used as an “advantage” (ha!) of DCEs done in the field of QALY Decision-making.
If this makes no sense to you then can I respectfully suggest you need to go do some reading?
If you don’t know the finding (from the mid 1980s) that heteroscedasticity on the latent scale is a significant problem in terms of bias, and how it matters in QALY studies, then it makes me think you have a rather large hole in your statistical knowledge and worries me immensely.
I won’t name names, in the interests of discretion, but I’m tired of making this point year in year out, with no result (with the honorouble exception of the EuroQoL Foundation who funded a group I am part of to look at this)….and I showed it empirically in the BWS book. Please read the health chapters to understand this. I’m open to questions by email if you don’t understand the logic.
(4) I spent a lot of my own money showing how attitudes are related to preferences in terms of politics…..which got me zilch…..the media are lemmings….they’d rather all jump off the cliff together than report something different (and based on stronger assumptions) and risk being “the one who was wrong”. Again, lack of statistical training, noted already by people like Ben Goldacre.
So I’m afraid I’m a little tired of all this. I have a business to run. Parents to do a lot of stuff for.
I’m still here on email – ask me if you’re puzzled. I’m not trying to be obstructive here. But I need to concentrate on putting food on the table.
All the best,