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Three checklist items with kappa values less than 0.85 (pain, sedation, glucose management) contained multi-dimensional statements (e.g. pain required both assessment and management plan/progress review).
Using an expanded version of a psychological theory of attitude-behaviour relations, namely the theory of planned behaviour (TPB), scores on factor analysed multi-dimensional attitude statements were used to segment a population of day trip travellers into potential 'mode switchers' using cluster analysis.
So it was a multi dimensional challenge.
And then we got the multi dimensional equations, and I couldn't do it.
Poverty is multi dimensional.
However, for the general use of this multi-dimensional instrument, content validity of single experience statements would need to be considered.
More general statements in Gilbarg and Trudinger (1998) also cover the multi-dimensional situation.
Secondly, using a series of statistical analyses (multi-dimensional scaling techniques [ 46] and then hierarchical cluster analysis [ 38, 39]), the participants' statements and sorting results were aggregated at a group level.
They talk long and hard about "the multi-dimensional vibrating Technicolor sounds of Oracular Spectacular", about chaos theory, fractal geometry, mystic paganism and "mission statements": Liam and Noel they are not.
We have recently introduced a multi-dimensional categorization and annotation scheme, developed to be applicable to a wide variety of biomedical documents and scientific statements, while intended to support specific biomedical retrieval and extraction tasks.
Evaluation of the effect that multi-dimensional compared to unidimensional checklist items have on process-of-care measurement would provide clarity around the development of future checklist statements.
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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