This paper is in the following e-collection/theme issue:

Design and Formative Evaluation of Mobile Apps (809) Human Factors and Usability Case Studies (1005) Telehealth and Telemonitoring (2088) User-Centered Design Case Studies (713) Natural Language Processing (917) Innovations in Exercise Rehabilitation (284)

Published on in Vol 8, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16862, first published .
Using Natural Language Processing and Sentiment Analysis to Augment Traditional User-Centered Design: Development and Usability Study

Using Natural Language Processing and Sentiment Analysis to Augment Traditional User-Centered Design: Development and Usability Study

Using Natural Language Processing and Sentiment Analysis to Augment Traditional User-Centered Design: Development and Usability Study

Authors of this article:

Curtis Lee Petersen1, 2 Author Orcid Image ;   Ryan Halter3 Author Orcid Image ;   David Kotz4 Author Orcid Image ;   Lorie Loeb4 Author Orcid Image ;   Summer Cook5 Author Orcid Image ;   Dawna Pidgeon6 Author Orcid Image ;   Brock C Christensen2, 7, 8 Author Orcid Image ;   John A Batsis9, 10, 11 Author Orcid Image
Article Authors Cited by (21) Tweetations Metrics

Journals

  1. Nimmanterdwong Z, Boonviriya S, Tangkijvanich P. Human-Centered Design of Mobile Health Apps for Older Adults: Systematic Review and Narrative Synthesis. JMIR mHealth and uHealth 2022;10(1):e29512 View
  2. Chen J, Baxter S. Applications of natural language processing in ophthalmology: present and future. Frontiers in Medicine 2022;9 View
  3. Wang Q, Liu J, Zhou L, Tian J, Chen X, Zhang W, Wang H, Zhou W, Gao Y. Usability evaluation of mHealth apps for elderly individuals: a scoping review. BMC Medical Informatics and Decision Making 2022;22(1) View
  4. Wang L, Zhang Y, Chignell M, Shan B, Sheehan K, Razak F, Verma A. Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study. JMIR Medical Informatics 2022;10(12):e38161 View
  5. Nawaz F, Barr A, Desai M, Tsagkaris C, Singh R, Klager E, Eibensteiner F, Parvanov E, Hribersek M, Kletecka-Pulker M, Willschke H, Atanasov A. Promoting Research, Awareness, and Discussion on AI in Medicine Using #MedTwitterAI: A Longitudinal Twitter Hashtag Analysis. Frontiers in Public Health 2022;10 View
  6. Skeen S, Jones S, Cruse C, Horvath K. Integrating Natural Language Processing and Interpretive Thematic Analyses to Gain Human-Centered Design Insights on HIV Mobile Health: Proof-of-Concept Analysis. JMIR Human Factors 2022;9(3):e37350 View
  7. Anmella G, Sanabra M, Primé-Tous M, Segú X, Cavero M, Morilla I, Grande I, Ruiz V, Mas A, Martín-Villalba I, Caballo A, Esteva J, Rodríguez-Rey A, Piazza F, Valdesoiro F, Rodriguez-Torrella C, Espinosa M, Virgili G, Sorroche C, Ruiz A, Solanes A, Radua J, Also M, Sant E, Murgui S, Sans-Corrales M, H Young A, Vicens V, Blanch J, Caballeria E, López-Pelayo H, López C, Olivé V, Pujol L, Quesada S, Solé B, Torrent C, Martínez-Aran A, Guarch J, Navinés R, Murru A, Fico G, de Prisco M, Oliva V, Amoretti S, Pio-Carrino C, Fernández-Canseco M, Villegas M, Vieta E, Hidalgo-Mazzei D. Vickybot, a Chatbot for Anxiety-Depressive Symptoms and Work-Related Burnout in Primary Care and Health Care Professionals: Development, Feasibility, and Potential Effectiveness Studies. Journal of Medical Internet Research 2023;25:e43293 View
  8. Chen Z, Xiao F, Wang Y, Wang Y, Hou W, Wang J, Li L. Online review analysis-based multi-criteria decision-making for evaluating patient satisfaction: A case study of the Haodf website. Journal of the Operational Research Society 2024;75(5):841 View
  9. Zargaran D, Zargaran A, Sousi S, Knight D, Cook H, Woollard A, Davies J, Weyrich T, Mosahebi A. Quantitative and Qualitative Analysis of Individual Experiences Post Botulinum Toxin Injection - United Kingdom Survey. Skin Health and Disease 2023;3(5) View
  10. CERRITO A, SCHMITT K. Exploring end users' perspectives for the development of an injury surveillance system in Swiss Olympic wrestling. Gazzetta Medica Italiana Archivio per le Scienze Mediche 2023;182(9) View
  11. Aljamaan F, Malki K, Alhasan K, Jamal A, Altamimi I, Khayat A, Alhaboob A, Abdulmajeed N, Alshahrani F, Saad K, Al-Eyadhy A, Al-Tawfiq J, Temsah M. ChatGPT-3.5 System Usability Scale early assessment among Healthcare Workers: Horizons of adoption in medical practice. Heliyon 2024;10(7):e28962 View
  12. Huisman T, Huisman T. Artificial Intelligence in Newborn Medicine. Newborn 2024;3(2):96 View
  13. Erdem Aladağ M. KURUMSAL YÖNETİŞİM VE YAPAY ZEKA: POTANSİYEL FIRSATLAR VE ZORLUKLAR. Denetişim 2024;(31):18 View
  14. Griffith F, Ash G, Augustine M, Latimer L, Verne N, Redeker N, O’Malley S, DeMartini K, Fucito L. Natural language processing in mixed-methods evaluation of a digital sleep-alcohol intervention for young adults. npj Digital Medicine 2024;7(1) View
  15. Cho H, Oh O, Greene N, Gordon L, Morgan S, Walke L, Demiris G, Lipsitz L. Engagement of Older Adults in the Design, Implementation, and Evaluation of Artificial Intelligence Systems for Aging: A Scoping Review. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences 2025;80(5) View
  16. Pathak K, Albishri N, Prakash G, He B, Arrigo E, Nespoli P. Positing metaverse as a superior technological tool for societal transformation by building sustainable value portfolio. Technology in Society 2025;83:102975 View
  17. Tacca C, Vazquez Galvez A, Thompson I, Bincalar A, Tremmel C, Gomer R, Warner M, Freeman C, schraefel m. How Well Do Older Adult Fitness Technologies Match User Needs and Preferences? Scoping Review of 2014-2024 Literature. Journal of Medical Internet Research 2025;27:e75667 View
  18. Denecke K, Cvijic L, Petersen C. Towards Inclusive Design Heuristics for Digital Health Interventions for the Aging Population: Scoping Review (Preprint). Journal of Medical Internet Research 2025 View

Books/Policy Documents

  1. Mukhopadhyay J, Ghosh A. Big Data Analytics in Cognitive Social Media and Literary Texts. View

Conference Proceedings

  1. Mohieldin S, Minor C, Petersen C, Batsis J, Halter R. 2021 IEEE International Conference on Communications Workshops (ICC Workshops). BandPass: A Bluetooth-Enabled Remote Monitoring Device for Sarcopenia View
  2. F. O, Parameswari R, Di Natali C, Caldwell D, Ortiz J. 2024 IEEE International Conference on Robotics and Automation (ICRA). Assessment and Benchmarking of XoNLI: a Natural Language Processing Interface for Industrial Exoskeletons View