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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Increasing Educator Resources for Mild Cognitive Impairment and Dementia Using a Knowledge-to-Action Framework: The
Faith Stagge1,2, Anna K Saylor1,2, Olivia N Dallas1,2
1Department of Communication Sciences & Disorders, University of Delaware, Newark.
Speech-language pathologists need better training for cognitive-communication disorders in mild cognitive impairment (MCI) and Alzheimer's disease (AD). A new online resource, DementiaBank Grand Rounds, was developed to bridge this educational gap for future professionals.
Area of Science:
- Speech-Language Pathology
- Neuroscience
- Gerontology
Background:
- An educational deficit exists in speech-language pathology (SLP) graduate programs regarding the assessment and treatment of cognitive-communication disorders (CCDs) in individuals with mild cognitive impairment (MCI) or dementia due to Alzheimer's disease (AD).
- This gap can lead to suboptimal SLP services for this growing patient population.
- Enhancing SLP education is crucial for improving care quality.
Purpose of the Study:
- To address the educational gap in SLP training for CCDs associated with MCI and AD.
- To improve the quality of future SLP service providers for this population.
Main Methods:
- A survey was conducted to assess current SLP graduate education practices for MCI and AD-related CCDs.
- Focus groups with SLP educators informed the development of an online educational resource.
- A knowledge-to-action (KTA) framework guided the translation of findings into an implementable resource.
Main Results:
- SLP educators identified a significant need for accessible resources to teach and supervise students on MCI and AD-related CCDs.
- Feedback from focus groups on the existing TalkBank Grand Rounds resource was instrumental.
- The development of a new, tailored educational resource was directly informed by educator input.
Conclusions:
- DementiaBank Grand Rounds, an online educational resource, was successfully created using the KTA framework.
- This resource aims to support both learners and educators in addressing the identified knowledge and clinical education gap.
- DementiaBank Grand Rounds offers a potential solution to enhance SLP competency in managing CCDs in MCI and AD.
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