Discover and read the best of Twitter Threads about #validity

Most recents (5)

Anybody who says “the #data don’t lie” either is ignorant or manipulative or both. The data are merely a tool that must be used responsibly & ethically to try to approximate “the truth” …some of which is unmeasurable (yet?). There are MANY #datascience methods & varying results
Everybody gets super excited about this new #AI #ML #machinelearning technique or that

You cannot build a RELIABLE house with low #quality bricks

First, look at the building blocks… meaning, how the #data fields are even defined & how the data are obtained

Who defined them?
I can’t tell you how glad I am that I have done coursework at both @MITSloan AND @StanfordGSB - Former immerses you in a ton of hands on analysis & options for analytic techniques useful in a #datascience job. Latter steps back to frame questions, assess missing data, biases.
Read 13 tweets
Evidence online “#vaccine research” by @Illinois_Alma drives anti-#vaccine #SoMe
=prolong #pandemic
=mortality

@KateClancy’s study: periods in perimenopause “after” vaccine
by 15-minute survey
= bad #data = #misinformation

American feminism has a long history of harming WOC Image
Best practices of #community engaged #research involves
LISTENING
to all important stakeholders

American feminism
frequently believes that it
✅box of the diversity
therefore
no need to listen to anybody else

Women & WOC deserve good, not bad #data.

ncbi.nlm.nih.gov/pmc/articles/P…
Theories of infertility “by” vaccine
Draw upon past government sterilization programs
Fears are never unfounded
even if not the case now

Being out of touch with these realities + poor #studydesign
= research that adds harm without adding knowledge

ihpi.umich.edu/news/forced-st…
Read 7 tweets
"Further validation of the affective bias test for predicting antidepressant and pro-depressant risk: effects of pharmacological and social manipulations in male and female rats" @Dr_Hinch @doctmcgee link.springer.com/article/10.100…
Summary: #pharmacology #affectivebias #depression #animalmodels #affectivestate #malesandfemales #ABT
The need for a reliable and #translational tool measuring emotional behaviours in animals that possessing robust validity is unquestionably important but 1/
but very challenging to achieve. Commonly used assays are generally lacking in at least one aspect of #validity and do not fully translate into #clinical work. In this paper, the affective bias test (ABT) has demonstrated to reliably detect both positive 2/
Read 6 tweets
really unsure why I went into #neuroscience instead of #PIZZAscience but in this thread I will take you through this paper! 1/n
Ever wondered if you could make a #pizza with #cheddar cheese instead of #mozzarella? Ever wondered why you only get to specify "light, normal, or extra" cheese when ordering a pizza but not the type of cheese? Well, this paper is for you!! 2/n
First of all, apparently we don't like our pizza to be uniform in #color. Personally I think that's just rude but it's Figure 1 so we need to go with it 3/n
Read 11 tweets
announcing this week's topic - #validity of dementia diagnosis, and how does it relate to use of administrative databases for #dementia research!
1/n bit of basic #epidemiology first: Gold standard measures are used to assess the validity of alternative measurement #epitwitter
2/n BUT in #dementia research there is no clear gold standard --> so the question remains - what do we typically ise as the "gold standard" and what does it say about the alternative =administrative dabatases measure? Stay tuned for more!
Read 14 tweets

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