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Background With the plethora of mobile apps available on the Apple App Store, more speech-language pathologists (SLPs) have adopted apps for speech-language therapy services, especially for pediatric clients. App Store reviews are publicly available data sources that can not only create avenues for communication between technology developers and consumers but also enable stakeholders such as parents and clinicians to share their opinions and view opinions about the app content and quality based on user experiences. Objective This study examines the Apple App Store reviews from multiple key stakeholders (eg, parents, educators, and SLPs) to identify and understand user needs and challenges of using speech-language therapy apps (including augmentative and alternative communication [AAC] apps) for pediatric clients who receive speech-language therapy services. Methods We selected 16 apps from a prior interview study with SLPs that covered multiple American Speech-Language-Hearing Association Big Nine competencies, including articulation, receptive and expressive language, fluency, voice, social communication, and communication modalities. Using an automatic Python (Python Software Foundation) crawler developed by our research team and a Really Simple Syndication feed generator provided by Apple, we extracted a total of 721 app reviews from 2009 to 2020. Using qualitative coding to identify emerging themes, we conducted a content analysis of 57.9% (418/721) reviews and synthesized user feedback related to app features and content, usability issues, recommendations for improvement, and multiple influential factors related to app design and use. Results Our analyses revealed that key stakeholders such as family members, educators, and individuals with communication disorders have used App Store reviews as a platform to share their experiences with AAC and speech-language apps. User reviews for AAC apps were primarily written by parents who indicated that AAC apps consistently exhibited more usability issues owing to violations of design guidelines in areas of aesthetics, user errors, controls, and customization. Reviews for speech-language apps were primarily written by SLPs and educators who requested and recommended specific app features (eg, customization of visuals, recorded feedback within the app, and culturally diverse character roles) based on their experiences working with a diverse group of pediatric clients with a variety of communication disorders. Conclusions To our knowledge, this is the first study to compile and analyze publicly available App Store reviews to identify areas for improvement within mobile apps for pediatric speech-language therapy apps from children with communication disorders and different stakeholders (eg, clinicians, parents, and educators). The findings contribute to the understanding of apps for children with communication disorders regarding content and features, app usability and accessibility issues, and influential factors that impact both AAC apps and speech-language apps for children with communication disorders who need speech therapy.

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BACKGROUND With the plethora of mobile applications (apps) available in the App Store, more speech-language pathologists (SLPs) have adopted apps for speech-language therapy services, especially for pediatric clients who may benefit from various interactive apps. App Store reviews are publically available data sources that can not only create avenues for communication between technology developers and consumers to understand user needs and challenges but also inform and educate clinicians about the app content and quality based on clinical user experience with their clients. OBJECTIVE This study examines the iOS App Store reviews from multiple key stakeholders (e.g., parents, educators, SLPs, and individuals with communication disorders) to better understand user needs and challenges of using speech-language therapy apps (including augmentative and alternative communication, or AAC apps) for pediatric clients who receive speech-language therapy services. METHODS We selected a total of 16 apps from a prior interview study with SLPs which covered multiple American Speech-Language-Hearing Association (ASHA) Big Nine competencies, including articulation, receptive and expressive language, fluency, voice, social communication, and communication modalities. Using an automatic Python Crawler developed by our research team, we extracted a total of 1107 app reviews from 2009 to 2020. Using a qualitative coding scheme and usability guidelines, we conducted a content analysis of a total of 484 reviews and synthesized user feedback related to app features and content, usability issues, and multiple influential factors related to app use. RESULTS Our analysis revealed that multiple key stakeholders, such as family members, educators, as well as individuals with communication disorders have utilized app store reviews as a platform to share their experiences with AAC and speech-language apps. User reviews suggested that AAC apps consistently demonstrated more usability issues due to violations of design guidelines in areas of aesthetics, user errors, controls, and customization. Reviews for speech-language apps reviews were mostly written by SLPs who requested and recommended specific app features (e.g., customization of visuals, recorded feedback within the app, culturally diverse character roles) based on their clinical service delivery working with a diverse age group of pediatric clients with a variety of communication disorders. CONCLUSIONS To our knowledge, this is the first study that analyzes publicly available app store reviews to examine mobile apps for pediatric speech-language therapy apps from children with communication disorders (CwCDs) and different stakeholders, including clinicians, educators, and parents. The findings contributed to the understanding of CwCDs’ app content and features as well as usability and accessibility issues with both AAC apps and speech-language apps. App reviews also revealed influential factors that highlight ongoing financial, sociocultural, ethical and moral considerations for app design and development for CwCDs who need speech therapy.