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The Observer understands that the commission will welcome Oxbridge's increasing use of contextual measures as a means of addressing the under-representation of lower-income and state-educated students, but demand greater and better use of it.
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I hope that the use of contextual value added [by which social factors are included to measure school performance] and progress measures are retained.
First, self-report measures were used to assess SLEs, which may be less accurate than the use of contextual stress interviews.
This is where the use of contextual data comes into its own.
The use of contextual data could play a greater role in allowing higher education to fulfil its potential as a true powerhouse of social mobility".
Controversial though it is in parts of the sector, I wholeheartedly support the commission's call for the universal use of contextual data in the admissions process – indeed I'd go further, and say that we should also be aiming for a collective and uniform approach to the use of contextual data.
Some of them make use of contextual information, others are context-independent.
And it calls for universities to make greater use of contextual data when offering places.
Hippocampal lesions can disrupt the use of contextual cues to retrieve relevant information (Hirsh, 1974).
The second limitation is the use of aggregated measures to assess school characteristics instead of using proper contextual level measures [ 69].
A further challenge is to stop the use of unvalidated measures and item level analyses, while retaining enough flexibility to promote conceptual, contextual and theoretical relevance.
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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