ABSTRACT
mHealth is becoming increasingly data-driven in healthcare professions. Clinicians use a variety of data collection methods to capture the language use and communication performance of clients with complex communication needs. One solution for collecting and analyzing augmentative and alternative communication (AAC) data is through automatic data logging from high-tech AAC devices, also known as speech generating devices (SGDs). However, there is no interoperable method to analyze data logs across various SGDs. To address this, our work presents an interoperable data log format and a parser as a prototype solution. The prototype was used successfully to analyze two common AAC data log formats, and can easily be extended to other formats. This approach has significant potential to improve AAC outcome measurement for individual users, as well as comparison of outcomes across multiple users and devices.
- David R. Beukelman and Pat Mirenda. 2013. Augmentative and alternative communication: Supporting children & adults with complex communication needs. Paul H. Brookes Publishing Co., Baltimore, MD.Google Scholar
- Szu-Han Kay Chen, Eric Nyberg, and Katya Hill. 2017. Survey on AAC data logging: the industry perspective. In ASHA Convention.Google Scholar
- D. Jeffery Higginbotham, Gregory W. Lesher, and Bryan J. Moulton. 1999. Development of a voluntary standard format for augmentative communication device logfiles. In Proceedings of the RESNA '99 Annual Conference, 25--27. Retrieved from http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.15.9216Google Scholar
- Katya Hill, Thomas Kovacs, and Sangeun Shin. 2014. Reliability of brain computer interface language sample transcription procedures. J. Rehabil. Res. Dev. 51, 4 (2014), 579--590. DOI:https://doi.org/10.1682/jrrd.2013.05.0102Google ScholarCross Ref
- Katya Hill and Barry Romich. 1999. AAC language activity monitoring and analysis for clinical intervention and research outcomes. In CSUN 99.Google Scholar
- Coughdrop INC. 2016. Coughdrop. Retrieved from www.mycoughdrop.comGoogle Scholar
- Gregory W. Lesher, Gerard J. Rinkus, Bryan J. Moulton, and D. Jeffery Higginbotham. 2000. Logging and Analysis of Augmentive Communication. In Proceedings of the RESNA 2000 annual conference, 82--85.Google Scholar
- Gregory W Lesher, Bryan J Moulton, Gerard Rinkus, and D Jeffery Higginbotham. 2000. A universal logging format for augmentative communication. In 2000 CSUN Conference. Retrieved January 1, 2017 from https://eric.ed.gov/?id=ED447629Google Scholar
- Lingraphica. 2016. Lingraphica. Retrieved from www.aphasia.comGoogle Scholar
- Howard P. Parette and Diane Dempsey Marr. 1997. Assisting children and families who use augmentative and alternative communication (AAC) devices: Best practices for school psychologists. Psychol. Sch. 34, 4 (1997), 337--346. DOI:https://doi.org/10.1002/(SICI)1520--6807(199710)34:4<337::AID-PITS5>3.0.CO;2-IGoogle ScholarCross Ref
- Prentke Romich Company. 2016. Unity. Retrieved from https://www.prentrom.com/prc_advantage/unity-language-systemGoogle Scholar
- Barry A. Romich and Katya J. Hill. 1999. A language activity monitor for AAC and writing systems: Clinical intervention, outcomes measurement, and research. In The RESNA'99 Annual Conference, 22--24.Google Scholar
- Barry Romich and Katya Hill. 1999. A proposed standard for aac and writing system data logging for clinical intervention, outcomes measurement, and research. In RESNA '99, 22--24.Google Scholar
- Barry Romich, Katya Hill, Amoin Seagull, Naveed Ahmad, Jaymie Strecker, and Kaizad Gotla. 2003. AAC performance report tool: PERT. In Rehabilitation Engineering Society of North America (RESNA). Retrieved from https://www.resna.org/sites/default/files/legacy/conference/proceedings/2003/Papers/AAC/Romich_AAC.htmGoogle Scholar
- Laura E. Smith, D. Jeffery Higginbotham, Gregory W. Lesher, Bryan Moulton, and Pamela Mathy. 2006. The development of an automated method for analyzing communication rate in augmentative and alternative communication. Assist. Technol. 18, 1 (2006), 107--121. DOI:https://doi.org/10.1080/10400435.2006.10131910Google ScholarCross Ref
- Speak for yourself LLC. 2016. Speak for yourself. Retrieved from https://www.speakforyourself.org/Google Scholar
- Nava Tintarev, Ehud Reiter, Rolf Black, Annalu Waller, and Joe Reddington. 2016. Personal storytelling: Using Natural Language Generation for children with complex communication needs, in the wild... Int. J. Hum. Comput. Stud. 92--93, (2016), 1--16. DOI:https://doi.org/10.1016/j.ijhcs.2016.04.005Google ScholarDigital Library
- Erh-Hsuan Wang, Leming Zhou, Szu-Han Kay Chen, Katya Hill, and Bambang Parmanto. 2018. An mHealth platform for supporting clinical data integration into augmentative and alternative communication service delivery:?: User-centered design and usability evaluation. JMIR Rehabil. Assist. Technol. 5, 2 (2018), e14. DOI:https://doi.org/10.2196/rehab.9009Google ScholarCross Ref
Recommendations
An augmentative and alternative communication tool for children and adolescents with cerebral palsy
Medical teamwork, collaboration and patient-centred carePeople with disabilities face many accessibility problems in their daily lives. One such group of disabled people, children who suffer from cerebral palsy, faces specific challenges, which arise due to motor dysfunction and communication disorders. In ...
Perceived Communication Experiences of Children and Young People with Down Syndrome: The Impact of People, Places, and AAC Methods
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsPeople with Down syndrome can experience communication challenges, impacting daily interactions. Augmentative and Alternative Communication (AAC) can be beneficial, including signing and electronic communication aids. Research mostly focuses on ...
Augmentative and Alternative Communication Emerging Trends, Opportunities and Innovations: Introduction to the Special Thematic Session
Computers Helping People with Special NeedsAbstractAugmentative and Alternative Communication (AAC) technologies, training and support have benefitted from significant emerging trends in recent years to cope with the changing environments experienced by many users. The landscape of inclusion, ...
Comments