Voice-Controlled Intelligent Personal Assistants in Health Care: International Delphi Study

Journals

1. Schulz A, Eder A, Tiberius V, Solorio S, Fabro M, Brehmer N. The Digitalization of Motion Picture Production and Its Value Chain Implications. Journalism and Media 2021;2(3):397 View
2. Neumann D, Tiberius V, Biendarra F. Adopting wearables to customize health insurance contributions: a ranking-type Delphi. BMC Medical Informatics and Decision Making 2022;22(1) View
3. Korte A, Tiberius V, Brem A. Internet of Things (IoT) Technology Research in Business and Management Literature: Results from a Co-Citation Analysis. Journal of Theoretical and Applied Electronic Commerce Research 2021;16(6):2073 View
4. Li C, Chen X, Ma X, Sun H, Wang B. Skill Acquisition and Controller Design of Desktop Robot Manipulator Based on Audio–Visual Information Fusion. Machines 2022;10(9):772 View
5. Frank D, Otterbring T. Being seen… by human or machine? Acknowledgment effects on customer responses differ between human and robotic service workers. Technological Forecasting and Social Change 2023;189:122345 View
6. Gustafson D, Mares M, Johnston D, Landucci G, Pe-Romashko K, Vjorn O, Hu Y, Gustafson D, Maus A, Mahoney J, Mutlu B. Using Smart Displays to Implement an eHealth System for Older Adults With Multiple Chronic Conditions: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2022;11(5):e37522 View
7. Sezgin E, Oiler B, Abbott B, Noritz G, Huang Y. “Hey Siri, Help Me Take Care of My Child”: A Feasibility Study With Caregivers of Children With Special Healthcare Needs Using Voice Interaction and Automatic Speech Recognition in Remote Care Management. Frontiers in Public Health 2022;10 View
8. Shade M, Hama R, Eisenhauer C, Khazanchi D, Pozehl B. “Ask, ‘When You Do This, How Much Pain Are You In?’”: Content Preferences for a Conversational Pain Self-Management Software Application. Journal of Gerontological Nursing 2023;49(1):11 View
9. Shade M, Rector K, Kupzyk K. Voice Assistant Reminders and the Latency of Scheduled Medication Use in Older Adults With Pain: Descriptive Feasibility Study. JMIR Formative Research 2021;5(9):e26361 View
10. Bickmore T, Ólafsson S, O'Leary T. Mitigating Patient and Consumer Safety Risks When Using Conversational Assistants for Medical Information: Exploratory Mixed Methods Experiment. Journal of Medical Internet Research 2021;23(11):e30704 View
11. Vieira A, Leite H, Volochtchuk A. The impact of voice assistant home devices on people with disabilities: A longitudinal study. Technological Forecasting and Social Change 2022;184:121961 View
12. Hain P, Cancio P, Morales G, Nhieu M, Antonio R, Moreno J. Improving Nurse and Patient Experiences with Voice-Controlled Intelligent Personal Assistants. Nurse Leader 2023;21(2):252 View
13. Kumar S, Sahoo S, Lim W, Kraus S, Bamel U. Fuzzy-set qualitative comparative analysis (fsQCA) in business and management research: A contemporary overview. Technological Forecasting and Social Change 2022;178:121599 View
14. Young T, Pang J, Ferguson M. Hearing From You: Design Thinking in Audiological Research. American Journal of Audiology 2022;31(3S):1003 View
15. Vieira A, Leite H, Volochtchuk A. The Impact of Voice Assistant Home Devices on People with Disabilities: A Longitudinal Study. SSRN Electronic Journal 2021 View
16. Volochtchuk A, Leite H, Vieira A. Voice assistant technology applied to populations with developmental and physical disabilities. Behaviour & Information Technology 2024;43(11):2300 View
17. Zhong N, Wang H, Huang X, Li Z, Cao L, Huo F, Liu B, Bu L. Enhancing head and neck tumor management with artificial intelligence: Integration and perspectives. Seminars in Cancer Biology 2023;95:52 View
18. Cao C, Dai H, Li D. How to promote the healthy development of continuous participation in smart medical and elderly care systems: The dual perspective of perceived value and risk. DIGITAL HEALTH 2023;9 View
19. Dowdeswell B, Sinha R, Kuo M, Seet B, Hoseini A, Ghaffarianhoseini A, Sabit H. Healthcare in Asymmetrically Smart Future Environments: Applications, Challenges and Open Problems. Electronics 2023;13(1):115 View
20. Yan C, Johnson K, Jones V. The Impact of Interaction Time and Verbal Engagement with Personal Voice Assistants on Alleviating Loneliness among Older Adults: An Exploratory Study. International Journal of Environmental Research and Public Health 2024;21(1):100 View
21. Ragavane N, Aishwarya C, Reethika Goud D, Vasundhara Devi B. Nova: a voice-controlled virtual assistant for seamless task execution. SSRN Electronic Journal 2024 View
22. Bokolo Jnr A. Examining the Use of Intelligent Conversational Voice-Assistants for Improved Mobility Behavior of Older Adults in Smart Cities. International Journal of Human–Computer Interaction 2024:1 View
23. Bienefeld N, Keller E, Grote G. Human-AI Teaming in Critical Care: A Comparative Analysis of Data Scientists’ and Clinicians’ Perspectives on AI Augmentation and Automation. Journal of Medical Internet Research 2024;26:e50130 View
24. Jo H, Baek E. Virtual resonance: analyzing IPA usage intensity under COVID-19's isolating canopy. Scientific Reports 2024;14(1) View
25. Wu P, Summers C, Panesar A, Kaura A, Zhang L. AI Hesitancy and Acceptability—Perceptions of AI Chatbots for Chronic Health Management and Long COVID Support: Survey Study. JMIR Human Factors 2024;11:e51086 View
26. Alon I, Haidar H, Haidar A, Guimón J. The future of artificial intelligence: Insights from recent Delphi studies. Futures 2025;165:103514 View
27. Jovy-Klein F, Stead S, Salge T, Sander J, Diehl A, Antons D. Forecasting the future of smart hospitals: findings from a real-time delphi study. BMC Health Services Research 2024;24(1) View
28. Merkel S, Schorr S. Identification of Use Cases, Target Groups, and Motivations Around Adopting Smart Speakers for Health Care and Social Care Settings: Scoping Review. JMIR AI 2025;4:e55673 View
29. De Marco E, Virga M, Torresi M, Catellani S, Pingani L, Ferrazzi G. "Should I trust or Should I not?" A Survey to measure AI Confidence Levels Among Students of the bachelor's degree in Psychiatric Rehabilitation Techniques and Psychiatry Residents. Introduction. RIVISTA SPERIMENTALE DI FRENIATRIA 2024;148(3):45 View
30. Cai T, Ma S, Zhong R. Can intelligent virtual assistants improve cognitive function in older adults? A two-wave mediation study. DIGITAL HEALTH 2025;11 View
31. Hole K. Intelligent Assistants Strengthening Personhood. Computer 2025;58(2):16 View
32. Jo H. Interaction, novelty, voice, and discomfort in the use of artificial intelligence voice assistant. Universal Access in the Information Society 2025;24(3):2419 View
33. Yauri R, Espino R. Generative Language Model Technology Integrated into an IoT Device for the Development of a Voice Assistant. WSEAS TRANSACTIONS ON SYSTEMS 2024;23:521 View
34. Nevi G, Gogiali G, Papa A, Dezi L. Enhancing elderly patient journey: exploring immersive technology touchpoints and user experience in healthcare. Journal of Strategic Marketing 2025:1 View
35. Wang Y, Gao E, Zhou Y, Mo J, Chen Z. How Text Length and Speech Rate Affect the Comprehensibility of Intelligent Voice Assistants During Emergencies Such as Earthquakes and Typhoons. International Journal of Human–Computer Interaction 2025:1 View
36. Valdivia K, Li J. Voice Familiarity in a Voice-Reminders App for Elderly Care Recipients and Their Family Caregivers. IEEE Transactions on Human-Machine Systems 2025;55(4):529 View
37. Ayyam V, Sudarsanan V. Zero-Touch Care Models: Evaluating Voice-Activated Health Assistants in Geriatric Palliative Care. International Journal of Scientific Research and Modern Technology 2025:1 View
38. Mesko B, Kristóf T, Dhunnoo P, Árvai N, Katonai G. A Practical Guide to Using Futures Methods in Health Care: Approaches, Applications, and Case Studies. Journal of Medical Internet Research 2025;27:e82820 View
39. Luengo Polo J, Conde Caballero D, Rivero Jiménez B, Mariano Juárez L. ACHO virtual assistant and digital care delivery for treatment adherence: a qualitative study of care practices and representations among nursing professionals. BMC Nursing 2025;24(1) View

Books/Policy Documents

1. Islam M, Azad M, Ahammed M, Rahman M, Azad M, Nasir M. Distributed Computing and Optimization Techniques. View
2. Coelho T. Digital Therapies in Psychosocial Rehabilitation and Mental Health. View
3. Wang S, Yang K, Yin Y. Human-Centered Service Design for Healthcare Transformation. View
4. Langer H, Merkel S. Design, Operation and Evaluation of Mobile Communications. View
5. Jain S, Rajput A, Kaur K. Intelligent Systems Design and Applications. View
6. Liu Y, Zhang J, Zeng Y, Liu Y, Shidujamam M. HCI International 2024 – Late Breaking Papers. View
7. Sharma H, Dutt H, Mathur N. Soft Computing for Problem Solving. View
8. Sunil T, Vinod K, Madhav M, Abraham J, Jyothish Lal G. Machine Learning and Deep Learning Modeling and Algorithms with Applications in Medical and Health Care. View

Conference Proceedings

1. Scheible J, Hofmann F, Reichert M, Pryss R, Schickler M. 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS). Generic Concept for Integrating Voice Assistance Into Smart Therapeutic Interventions View
2. Pap Z, Covic Z, Simon J. 2021 IEEE 19th International Symposium on Intelligent Systems and Informatics (SISY). Artificial intelligence voice assistant implementation possibilities in interactive toy for preschool age children View
3. Karumuri H, Kimche L, Toker O, Doryab A. 2022 Systems and Information Engineering Design Symposium (SIEDS). Context-Aware Recommendation Via Interactive Conversational Agents: A Case in Business Analytics View
4. Birrer E, Biallas M. 2022 15th International Conference on Human System Interaction (HSI). Intelligent Voice Assistants in home care: an initial overview on requirements, hopes and fears of professionals View
5. Raman R, Shamim R, Akram S, Thakur L, Pillai B, Ponnusamy R. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). Classification and Contrast of Supervised Machine Learning Algorithms View
6. Phinnemore R, Reza M, Lewis B, Mahadevan K, Wang B, Annett M, Wigdor D. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Creepy Assistant: Development and Validation of a Scale to Measure the Perceived Creepiness of Voice Assistants View
7. Mamatha Bai B, Prerana P, Benki A, Rakesh R. 2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC). Virtual Medical Assistant in English and Kannada Languages View
8. Juglan K, Sharma B, Gehlot A, Singh S, Hussein A, Alazzam M. 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). Exploring the Effectiveness of Natural Language Processing in Customer Service View
9. Raman R, Buddhi D, Gor M, Ratnavalli B, Saini D, Luis Arias Gonzáles J. 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). Deep Learning Solution to Various Issues of Finance, A Productive Research Approach View
10. Raman R, Joshi K, Ravichand M, Jain A, Gor M, C. P S. 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). Human Voice Artificial Intelligence in Education, Illustrate and Prospective Possibilities View
11. Ujjal S, Mahfuzul Kabir A, Haque M. 2023 IEEE International Conference on Telecommunications and Photonics (ICTP). mTOVA: A Multilingual Task Oriented Virtual Assistant for Human Computer Communication View
12. Lingmei H, Luping D, Yu D, Shuhua N. 2024 Second International Conference on Inventive Computing and Informatics (ICICI). Smart System for Elderly Care Based on Portable Sensor Positioning and Video Surveillance View
13. Wen B, Wang C, Han Q, Norel R, Liu J, Stappenbeck T, Rogers J. 2025 IEEE International Conference on Digital Health (ICDH). Voice-based AI Agents: Filling the Economic Gaps in Digital Health Delivery View
14. Dutta D, Raut A, Samantaray S, Roy A. 2025 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC). Speech Recognition Systems in Healthcare: A Journey Towards Transformation View