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SEMANTIC DIFFERENTIAL SCALEJournal of Biomedical Semantics volume 12Article number: 8 Cite this article. Metrics details.
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Many of these instruments either focus on one diagnostic category or encompass a broad set of childhood behaviors. We analyze a wide range of standardized behavioral instruments and identify a comprehensive, structured semantic hierarchical grouping semantic differential questions child behavioral observational features. We use the hierarchy to create Rosetta: a new set of behavioral assessment questions, designed to be minimal yet comprehensive in its coverage of clinically relevant behaviors. We maintain a full mapping from every functional feature in every covered instrument to a corresponding question in Rosetta. In all, Rosetta questions are shown to cover all the behavioral concepts targeted in the eight existing standardized instruments.
The resulting hierarchy can be used to create more concise instruments across various ages and conditions, as well as create more robust overlapping datasets for both clinical and research use. Identifying and addressing these concerns is of great importance so that interventions can start as semantic differential questions as possible when they have the greatest potential for improved lifelong outcomes.
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There are many instruments available to clinicians for the early assessment of mental, behavioral, or developmental disorders. However, many of these tools are widely used for predicting caseness, i.
This presents many challenges for clinicians regarding which tools to use for making diagnostic decisions and identifying significant effects for appropriate therapeutic interventions [ 2 ]. The undertaking of project Rosetta was semantic differential questions address these challenges by creating a comprehensive semantic hierarchical grouping of concepts that have diagnostic relevance for child behavioral conditions, which can be used as a resource for child mental, behavioral, and developmental health diagnosis and treatment.
Background
We think of the importance of the Rosetta stone as more than just the historic object. The outcome of this semantic hierarchical grouping of concepts can be used to create more concise instruments through the creation of Rosetta questions and answers that are representative of a single concept within the hierarchy that is translated from many potential input instruments and questions.
This would allow for the identification of maximally predictive minimal subsets of features associated with each behavior by translating many questions to a single question regarding a single concept. Rosetta will then be able to be semantic differential questions as a framework for joining disparate data to create a virtual diagnostic instrument that covers more patients in a uniform way by having overlap between existing instruments and corresponding mappings that was not present before.
Using the semantic differential question in your surveys
This will make it possible to build improved machine learning algorithms that require dense datasets for creating innovative diagnostic tools. The first generation of project Rosetta covered the functional elements of eight instruments, as shown in Table 1. Semantic differential questions were chosen because they cover a wide range of child click and diagnoses and were identified by subject matter experts to create a robust mapping. Some of these instruments are relatively time-consuming assessments that have to be completed by trained professionals, whereas others are shorter rating scales that have parent- teacher- and self-report forms.
The range oil essay ages for these instruments extends from 18 months up to adulthood, with some of them split into different versions based on age groupings. The time to complete the assessments can range from 5 minutes for a simple parental questionnaire up to minutes for a more complicated assessment given by a trained professional, such as the Semantic differential questions Diagnostic Interview-Revised ADI-R.]
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