It is a challenge to determine how, when and by whom climate predictions should be translated into risk estimates usable for decision-making.
A machine learning or statistical model's performance is evaluated on metrics like accuracy, precision, recall, Area Under the ROC Curve (AUC), (f(beta)), etc. on the incoming test data; but in order for these to be usable for business decisions, these need to be converted to a dollar value.
Results from the household survey, KIIs, and literature review were then synthesized using a Balanced Scorecard approach to consolidate findings from multiple perspectives into an easily usable tool for decision-makers to understand the acceptability, infrastructure, implementation capacity, value for money, risks, and potential benefits of expanding CBIs in northern Syria.
Acquiring such competencies and developing the resources needed to transform their research results into usable guidance for decision-makers are major challenges for researchers.
In such contexts, EDSS need to be tailored to meet diverse user requirements to ensure that it provides useful (relevant), usable (intuitive), and exchangeable (institutionally unobstructed) information for decision support for different types of actors.
We developed eCODES, a highly usable Web-based decision aid for surrogate decision makers of patients receiving prolonged mechanical ventilation, and then successfully implemented it in a clinical trial setting.
This study also highlights the difficulty and resulting expense of developing a simple, usable decision aid for a complex use scenario that appeals to diverse groups of users.
Yet currently, only a fraction of the available evidence is presented in usable form, and few clinicians are aware that such usable shared decision aids exist.
Some of the study sites monitor how effective some CDS is: "How usable is our decision support such that for example we are now putting in routine efforts to track override rates".
Association rules mining is a feasible technique to convert this large amount of data into usable knowledge for clinical decision making, research or billing.
