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As students become more comfortable working with the news data, they will learn to conduct increasingly more novel and open-ended analysis.
The open-ended analysis mandated by Unocal is not intended to lead to a simple mathematical exercise: that is, of comparing the discounted value of Time-Warner's expected trading price at some future date with Paramount's offer and determining which is the higher.
The open-ended analysis workflow provides the users with enough flexibility between tools of different scales.
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Latent Semantic Analysis (LSA) provides a method for open-ended text analysis using sophisticated statistical and mathematical algorithms [ 1].
Results from the open-ended data analysis align with emergent themes from the analysis of Likert-scale items, namely that 1) written responses to the prompt for laws versus theories revealed naïve views and 2) views elucidated about scientific theories were more sophisticated than laws versus theories.
But the District Court has the better of the argument when it insists that these documents could contain estimates of prospective profitability that could tie into the open-ended takings analysis.
Outcome evaluations included observations of how study participants utilized the dashboard, questionnaires to assess usability, acceptability, and decisional conflict, and an open-ended qualitative analysis.
Analyses of attitudes about science from open-ended text analysis are less common than analyses based on Likert scale responses and pose unique challenges compared to measurement of student learning (Lovelace & Brickman, 2013).
Based in part on the open-ended text analysis described in this paper, several changes have been made: in 2004, physical activity questions were added to the survey; in 2007 questions were added that focused on physical injury and deployment-specific exposures; in 2010, the physical injury section was supplemented, and questions on sleep length and quality were included.
We evaluated the potential usefulness of the clinical dashboard format for creating clinically realistic and feasible patient decision aids using a multi-method procedure that included observations of how the study participants used the dashboard, measures designed to assess ease of use, acceptability, and decisional conflict, and an open-ended qualitative analysis.
The data generation was explorative and open-ended and the analysis took an iterative approach with continuous refinement of themes that emerged from the data.
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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