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Applied Behavior Analysis as Treatment for Autism Spectrum Disorders:Topic Modelling and Linguistic Analysis of Reddit Posts
Abstract: Background: It is critical for professionals to understand the discourse landscape within various online and social media outlets in order to support families of children with autism in treatment decision making. This need is heightened when considering treatments that have garnered excitement and controversy, such as applied behavioral analysis therapy (ABA). Method: The specific aims of this study were to identify the main themes in Reddit posts about ABA-based interventions for autism using topic modelling, to examine the linguistic aspects of Reddit conversations using the LIWC analysis, and to examine the relationship between linguistic aspects and user category (i.e., pro- versus anti-ABA versus undecided, parent versus professional versus individual with autism). Results: The topic modelling resulted in 11 themes that ranged across various elements including autism as a condition and its management, stakeholders, and consequences of autism and the support needed. The individuals posting were focused on personal experiences and opinions as opposed to clinical and research information sharing. Linguistic analysis indicated that the posts reveal an intimate stance rather than an empirical stance. s Conclusions: Results provide insight into perspectives of ABA. This type of research may help in developing and distributing appropriate and evidence-based information.
URL: https://eprints.lancs.ac.uk/id/eprint/162994/
https://doi.org/10.3389/fresc.2021.682533
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2
Applied Behavior Analysis as Treatment for Autism Spectrum Disorders:Topic Modeling and Linguistic Analysis of Reddit Posts
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3
Use of open-ended questionnaires to examine the effects of tinnitus and its relation to patient-reported outcome measures
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4
Psychometric properties of the Kannada version of the International Outcome Inventory for Hearing Aids (IOI-HA) ...
Manchaiah, Vinaya; Vinay; Thammaiah, Spoorthi. - : Taylor & Francis, 2021
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Psychometric properties of the Kannada version of the International Outcome Inventory for Hearing Aids (IOI-HA) ...
Manchaiah, Vinaya; Vinay; Thammaiah, Spoorthi. - : Taylor & Francis, 2021
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6
Audiologist-Supported Internet-Based Cognitive Behavioral Therapy for Tinnitus in the United States: A Pilot Trial
In: ETSU Faculty Works (2021)
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7
Dismantling Internet-Based Cognitive Behavioral Therapy for Tinnitus. The Contribution of Applied Relaxation: A Randomized Controlled Trial
In: ETSU Faculty Works (2021)
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8
Use of Open-Ended Questionnaires to Examine the Effects of Tinnitus and Its Relation to Patient-Reported Outcome Measures
In: ETSU Faculty Works (2021)
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9
Sudden sensorineural hearing loss:What can we learn from examining Reddit posts?
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10
Use of open-ended questionnaires to examine the effects of tinnitus and its relation to patient-reported outcome measures
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11
Readability following cultural and linguistic adaptations of an Internet-based Intervention for Tinnitus for use in the United States
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12
Translation and Adaptation of Three English Tinnitus Patient-Reported Outcome Measures to Spanish
Manchaiah, Vinaya; Andersson, Gerhard; Munoz, Maria F.. - : Taylor & Francis, 2020
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13
Features, Functionality, and Acceptability of Internet-Based Cognitive Behavioral Therapy for Tinnitus in the United States
In: ETSU Faculty Works (2020)
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14
Internet-based Cognitive Behavioral Therapy (ICBT) for Tinnitus in the U.S
In: ETSU Faculty Works (2020)
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15
Translation and Adaptation of Three English Tinnitus Patient-Reported Outcome Measures to Spanish
In: ETSU Faculty Works (2020)
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16
Translation and Adaptation of Three English Tinnitus Patient-Reported Outcome Measures to Spanish
In: Int J Audiol (2020)
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17
Improving accessibility of Internet-interventions
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18
Improving Accessibility of an Internet-Intervention for Tinnitus
In: ETSU Faculty Works (2019)
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19
Readability Following Cultural and Linguistic Adaptations of an Internet-Based Intervention for Tinnitus for Use in the United States
In: ETSU Faculty Works (2019)
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20
A good practice guide for translating and adapting hearing-related questionnaires for different languages and cultures
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