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The Open Analytic Research System OARSS) collects and models student learning data and and presents information to instructors in a dashboard to guide instruction and class activities.
They see data from standardized tests as a tool to guide instruction rather than to evaluate teachers.
While I understand the frustration of these beginning teachers, it takes a person experienced at using data to know how to use it to guide instruction.
Using socio-historical constructivist theory to guide instruction interventions, instruction frequency and questioning were intentionally manipulated during one-half of each course.
The use of student data in personnel matters has caused major divisions nationally between those seeking to measure teacher effectiveness and those who argue that test scores were designed to guide instruction, not evaluate jobs.
Netflix has data to guide its efforts.
Surprisingly, there is little data to guide us.
In fact, we regularly incorporate data from assessments to guide our instruction and we are certainly not unique in using test data as a measure of our effectiveness as teachers.
Students and teachers should also be told what questions students got wrong to guide future instruction.
We need this critical data if we are to guide and tailor instruction to students who all have very different needs.
Findings showed teachers' enthusiasm for studying authentic reading instruction but suggest mixed views of the benefits of questions used to guide analysis of instruction.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com