An Artificial Intelligence Method for Comfort Level Prediction

Author(s):  
Seyed Masoud Sajjadian ◽  
Mina Jafari ◽  
Peer-Olaf Siebers
2020 ◽  
Vol 29 (2) ◽  
pp. 841-850 ◽  
Author(s):  
Courtney T. Byrd ◽  
Danielle Werle ◽  
Kenneth O. St. Louis

Purpose Speech-language pathologists (SLPs) anecdotally report concern that their interactions with a child who stutters, including even the use of the term “stuttering,” might contribute to negative affective, behavioral, and cognitive consequences. This study investigated SLPs' comfort in providing a diagnosis of “stuttering” to children's parents/caregivers, as compared to other commonly diagnosed developmental communication disorders. Method One hundred forty-one school-based SLPs participated in this study. Participants were randomly assigned to one of two vignettes detailing an evaluation feedback session. Then, participants rated their level of comfort disclosing diagnostic terms to parents/caregivers. Participants provided rationale for their ratings and answered various questions regarding academic and clinical experiences to identify factors that may have influenced ratings. Results SLPs were significantly less likely to feel comfortable using the term “stuttering” compared to other communication disorders. Thematic responses revealed increased experience with a specific speech-language population was related to higher comfort levels with using its diagnostic term. Additionally, knowing a person who stutters predicted greater comfort levels as compared to other clinical and academic experiences. Conclusions SLPs were significantly less comfortable relaying the diagnosis “stuttering” to families compared to other speech-language diagnoses. Given the potential deleterious effects of avoidance of this term for both parents and children who stutter, future research should explore whether increased exposure to persons who stutter of all ages systematically improves comfort level with the use of this term.


2020 ◽  
Vol 51 (4) ◽  
pp. 1172-1186
Author(s):  
Carolina Beita-Ell ◽  
Michael P. Boyle

Purpose The purposes of this study were to examine the self-efficacy of school-based speech-language pathologists (SLPs) in conducting multidimensional treatment with children who stutter (CWS) and to identify correlates of self-efficacy in treating speech-related, social, emotional, and cognitive domains of stuttering. Method Three hundred twenty randomly selected school-based SLPs across the United States responded to an online survey that contained self-efficacy scales related to speech, social, emotional, and cognitive components of stuttering. These ratings were analyzed in relation to participants' beliefs about stuttering treatment and their comfort level in treating CWS, perceived success in therapy, and empathy levels, in addition to their academic and clinical training in fluency disorders as well as demographic information. Results Overall, SLPs reported moderate levels of self-efficacy on each self-efficacy scale and on a measure of total self-efficacy. Significant positive associations were observed between SLPs' self-efficacy perceptions and their comfort level in treating CWS, self-reported success in treatment, beliefs about the importance of multidimensional treatment, and self-reported empathy. There were some discrepancies between what SLPs believed was important to address in stuttering therapy and how they measured success in therapy. Conclusions Among school-based SLPs, self-efficacy for treating school-age CWS with a multidimensional approach appears stronger than previously reported; however, more progress in training and experience is needed for SLPs to feel highly self-efficacious in these areas. Continuing to improve clinician self-efficacy for stuttering treatment through improved academic training and increased clinical experiences should remain a high priority in order to enhance outcomes for CWS. Supplemental Material https://doi.org/10.23641/asha.12978194


Author(s):  
David L. Poole ◽  
Alan K. Mackworth

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