Table 1.
Examples of possible communication channels, their potential applications, and some of the patient adoption considerations. Any of such lists should be dynamically updated to match the evolving changes in the individual’s digital presence and preferences.
| Patient/caregiver interface | Examples of potential applications | Patient adoption considerations | |
|
|
|
Preintervention | Intervention and postintervention |
| In-person visit | Consultation with a physician, a rehabilitation session in a center, monitoring and drug titration with specialized nurses | Synchronous communication, requires initiative and time on the patient’s part | Active communication channel |
| Email consultations, communication of test results, e-referral | Asynchronous communication, both convenient and nondisruptive in the day-to-day lives of patients | Passive communication channel | |
| Video consultation | Teleconsultation, e-prescription, e-referral | Synchronous communication, initial adoption can be affected by ease of use and perceived usefulness [21] | Active communication channel can be used to replace in-person visits for higher engagement but patient satisfaction is essential for continued usage [22]. Common issues include problems with internet connectivity and accessibility [23]. |
| Mobile apps | Wellness apps, screening and monitoring solutions, or digital therapeutic interventions, with virtual reality–based therapy, personalized nudges, and real-world evidence collection | Initial adoption can be affected by ease of usage and user interface. Involvement of health care providers and public health authorities can benefit adoption [24]. | Ease of use in long term enables disease monitoring and symptom tracking. Usage can be sustained through generating electronic satisfaction [25]. |
| Digital social environment |
Social media and metaverse that can be used for educating, supporting, and influencing behavior change as well as individualized lifestyle improvement | Adoption might be affected by digital divide and privacy concerns. | Enables patients’ engagement with the ability to share, comment on, and react but also social norms intervention, especially for the young adults [26] |
| Web-based platforms | Web-based learning/educational platforms such as internet-based diabetes management platform or digital patient-reported outcome measure and electronic patient-reported outcome platforms | Adoption determinants include reliability of provider, level of awareness toward web-based platform, and accessibility [27]. | Enables self-management. Continued engagement relies on confirmation of user’s initial expectations and perceived usefulness [28]. |
| Messaging solutions | SMS-based communication, chatbot, virtual health assistant, messaging apps for just-in-time interventions, triaging | Familiar platform and increased ease of usage to encourage adoption. Limited with regards to nature and amount of information shared. Narrative persuasion through first-person point of view can impact persuasion of health messages [29]. | Enables reminders for chronic disease management. Limited in terms of clinical data sharing—quality of responsiveness and variability can help improve conversation quality [30]. |
| Safe messaging apps | Direct messaging to health care providers, appointment booking, patient reminders, data sharing between health care providers, and patient data storage | Adoption is influenced by convenience and the integration of safe messaging apps to electronic health record systems [31] | Continued usage relies on patient’s preference for enhanced security features and ease of use [32] |
| Voice-based assistant | Smart home and mobile-based digital assistant that enable proactive reminders, remote care access, and the ability to capture patients’ responses to artificial intelligence–powered voice biomarkers could also be used to screen for and diagnose a wide range of diseases as well as triaging. | The relative simplicity lowers traditional technological barriers and provides the benefits of hands-free and eyes-free engagement mode. The disadvantages are that some patients may have difficulty in formulating a structured sentence for a command as well as may have privacy concerns associated with having a voice assistant “always-on” [33]. | Potential for passive symptom tracking and just-in-time interventions |
| Wearables and sensors | Global positioning system tracking devices, Bluetooth beacon technology, body vitals sensors | Initial adoption can be affected by novelty of wearable technology—for example, design aesthetic is a prominent factor when influencing behavioral intention [34] | Enables passive symptom tracking and generates long-term data for feedback and analysis. Continued perceived usefulness and positive attitude need to be maintained [34]. |