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Similarly, the states that have allowed the districts to choke schools with the diagnostic tests and data collection could reverse that trend so that schools have perhaps one or two higher-quality tests per year.
We are convinced that practical reforms like common core standards, new high-stakes tests, and data collection systems, as expensive as they are, are completely necessary and are the best education science has to offer.
SS helped with performing the H2 breath tests and data collection.
It involved no extra tests, and data collection was minimal and based entirely on the patients' clinical notes.
OL and LE participated in the design of the study and coordinated and monitored the performance of the tests and data collection.
GD has contributed to the planning of the study tests and data collection, given valuable input to the interpretation of the results, and participated in drafting and revisions of the manuscript.
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"This is the administration of testing and data collection.
Testing and data collection were performed by Y. Liu.
Testing and data collection were performed by A.K. and A.-M.N.
We have also tailored the UML 2.0 Testing Profile so architects can model the performance testing and data collection architecture in a standards compatible way.
All authors contributed to the study design; Testing and data collection were performed by F.C.; A.C. and A.K. performed the data analysis; C.B., A.C., and A.K. drafted the manuscript.
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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