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Interaction data is a key data source in usability testing and typically leads to findings formulated as usability problems, or to quantitative summaries such as success rate, time on task, and number of errors [1].
Users' design feedback often lead to findings formulated as usability problems, (e.g. [3, 17]), but also to other types of findings such as insight into users' experiences of a particular design [18], input to user requirements [19], and suggestions for changes to the design [20].
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Our preliminary findings formulate the basis for further studies that feature a longitudinal design and include a larger number of subjects.
From these findings, we formulated a first set of general qualitative guidelines for planning practices.
Based on the characterization findings, we formulated operational recommendations for utilizing the composites as soft actuators, and drew directions for the further research.
Based on the above findings, we formulated the hypothesis of the complex action of NO donors in cardiac arrest and acute heart failure and cardiogenic shock treatment.
In brainstorming sessions, combining the results of the needs assessment, and using matrices to summarise and structure all findings, we formulated the main aim of the communication skills training course: social insurance physicians should communicate in a professional way, as a consequence of which both claimants and physicians experience less difficulty in the communication.
Based on these results and on our previous finding we formulated parsimonious regression models weighted by study size (n-3) as recommended in [ 28] to clarify which variables contribute to placebo response rates.
"Now, how can we take these findings and formulate a policy response that's quick enough and big enough?" While drafts of the panel's reports are written by panels of scientists, the language is reviewed and often altered by delegates from 130 governments who meet before their final approval and release.
Based on these case study findings, we formulate ten propositions for future research.
Based on the research findings, we formulate recommendations for spatial planning.
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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