minor tweak to intro

claude_rewrite
will king 2 years ago
parent 2b6f3f050e
commit 39b89a44b7

@ -47,19 +47,16 @@ Thus being able to isolate the effect of operational challenges from
strategic decisions allows us to predict the intended or unintended effects strategic decisions allows us to predict the intended or unintended effects
of a given policy on clinical trials. of a given policy on clinical trials.
In this work, I propose a model of clinical trial progression that allows In this work, I focus on separating the effects of enrollment and
me to separate the effects of competing drugs (a strategic concern) competing drugs on clinical trial completion, specifically Phase III trials.
and struggles recruiting (an operational concern). To do this, I create a
I also use a novel dataset extracted from dataset extracted from
\url{ClinicalTrials.gov} \url{ClinicalTrials.gov}
that tracks individual clinical trials as they progress towards completion that tracks individual clinical trials as they progress towards completion
to estimate the effects of competing drugs and difficulty recruiting. as well as a novel causal model of individual clinical trial progression.
Similar to Unlike previous research which is focused on the drug development pipeline, I
\cite{hwang_failure_2016} restrict my investigation to modelling individual clinical trials.
I focus on clinical trials in Phase III trials for drug compounds. The goal of this restriction is to provide a way to predict the impact
Not all of these trials will be to test novel compounds, as many of changes that affect enrollment independent of other confounding effects.
are trials to use previously approved compounds for new indications
or in combination with other treatments.
\end{document} \end{document}

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