Exploring the Meaning of AI-Based Telemedicine Use Among Elderly Users in Rural Indonesia

Main Article Content

Murni Asridah

Abstract

Digital health systems have increasingly transformed healthcare delivery, particularly through AI-based telemedicine platforms that offer remote access and automated health monitoring. However, little is known about how elderly individuals in rural areas subjectively experience and interpret their engagement with such technologies. Existing research often overlooks emotional and relational dimensions, prompting the central question: what does it mean for elderly users to interact with AI-driven telemedicine in their everyday lives?


Here, we apply a descriptive phenomenological approach to explore the lived experiences of elderly individuals using AI-powered telemedicine systems in rural Indonesia. Data were collected through in-depth, semi-structured interviews with ten participants aged 60 and above and analyzed using Colaizzi’s method. The findings revealed five key themes: uncertainty and curiosity, emotional security, cognitive adaptation, trust dynamics, and the role of family mediation. These themes illustrate how digital health adoption among the elderly is shaped not just by functionality, but by evolving relationships, emotional reassurance, and social support.


This study contributes to a deeper understanding of aging, technology, and digital health by highlighting the essential meanings behind user engagement. The insights gained offer guidance for developing more empathetic and inclusive telemedicine systems for vulnerable populations. In practical terms, the study suggests that telemedicine platforms should incorporate user-friendly interfaces, emotional support features, and culturally attuned caregiver involvement to enhance elderly user engagement. From a policy perspective, the findings support the integration of AI-based telemedicine into national rural health strategies, emphasizing accessibility, digital literacy programs, and family-based support systems to ensure equitable healthcare for aging populations.

Article Details

Section

Articles

References

Anichini, R., Brocco, E., Caravaggi, C. M., Da Ros, R., Giurato, L., Izzo, V., Meloni, M., Uccioli, L., Calenda, P., Federici, G., Ludovico, O., Simonetti, D., & Stoico, V. (2020). Physician experts in diabetes are natural team leaders for managing diabetic patients with foot complications. A position statement from the Italian diabetic foot study group. Nutrition, Metabolism and Cardiovascular Diseases, 30(2), 167–178. Scopus. https://doi.org/10.1016/j.numecd.2019.11.009

Arnaert, A., Girard, A., Craciunas, S., Shang, Z., Ahmad, H., Debe, Z., & Demyttenaere, S. (2022). Patients’ experiences of telenursing follow-up care after bariatric surgery. Journal of Clinical Nursing, 31(7–8), 985–994. Scopus. https://doi.org/10.1111/jocn.15955

Ashrafi, S., Taylor, D., & Tang, T. S. (2021). Moving beyond ‘don’t ask, don’t tell’: Mental health needs of adults with type 1 diabetes in rural and remote regions of British Columbia. Diabetic Medicine, 38(5). Scopus. https://doi.org/10.1111/dme.14534

Barwise, A., Huschka, T., Woo, C., Egginton, J., Huang, L., Allen, J.-S., Johnson, M., Hamm, K., Wolfersteig, W., Phelan, S., & Allyse, M. (2023). Perceptions and Use of Telehealth Among Diverse Communities: Multisite Community-Engaged Mixed Methods Study. Journal of Medical Internet Research, 25. Scopus. https://doi.org/10.2196/44242

Benarroch-Gampel, J., Pujari, A., Aizpuru, M., Rajani, R. R., Jordan, W. D., & Crawford, R. (2020). Technical success and short-term outcomes after treatment of lower extremity deep vein thrombosis with the ClotTriever system: A preliminary experience. Journal of Vascular Surgery: Venous and Lymphatic Disorders, 8(2), 174–181. Scopus. https://doi.org/10.1016/j.jvsv.2019.10.024

Borghouts, J., Eikey, E. V., De Leon, C., Schueller, S. M., Schneider, M., Stadnick, N. A., Zheng, K., Wilson, L., Caro, D., Mukamel, D. B., & Sorkin, D. H. (2022). Understanding the Role of Support in Digital Mental Health Programs with Older Adults: Users’ Perspective and Mixed Methods Study. JMIR Formative Research, 6(12). Scopus. https://doi.org/10.2196/43192

Boutrous, M. L., Alvarez, A. C., Okoye, O. T., Laws, J. C., Jacobs, D. L., & Smeds, M. R. (2019). Stent-Graft Length Is Associated with Decreased Patency in Treatment of Central Venous Stenosis in Hemodialysis Patients. Annals of Vascular Surgery, 59, 225–230. Scopus. https://doi.org/10.1016/j.avsg.2019.01.024

Campbell, L., Quicke, J., Stevenson, K., Paskins, Z., Dziedzic, K., & Swaithes, L. (2024). Using Twitter (X) to Mobilize Knowledge for First Contact Physiotherapists: Qualitative Study. Journal of Medical Internet Research, 26(1). Scopus. https://doi.org/10.2196/55680

Coffey, J. D., Christopherson, L. A., Williams, R. D., Gathje, S. R., Bell, S. J., Pahl, D. F., Manka, L., Blegen, R. N., Maniaci, M. J., Ommen, S. R., & Haddad, T. C. (2022). Development and implementation of a nurse-based remote patient monitoring program for ambulatory disease management. Frontiers in Digital Health, 4. Scopus. https://doi.org/10.3389/fdgth.2022.1052408

Dansey, K. D., Pothof, A. B., Zettervall, S. L., Swerdlow, N. J., Liang, P., Schneider, J. R., Nolan, B. W., & Schermerhorn, M. L. (2020). Clinical impact of sex on carotid revascularization. Journal of Vascular Surgery, 71(5), 1587-1594.e2. Scopus. https://doi.org/10.1016/j.jvs.2019.07.088

D’Souza, R. S., Olatoye, O. O., Butler, C. S., Barman, R. A., Ashmore, Z. M., & Hagedorn, J. M. (2022). Adverse Events Associated with 10-kHz Dorsal Column Spinal Cord Stimulation: A 5-Year Analysis of the Manufacturer and User Facility Device Experience (MAUDE) Database. Clinical Journal of Pain, 38(5), 320–327. Scopus. https://doi.org/10.1097/AJP.0000000000001026

Fortune, J., Manikandan, M., Harrington, S., Hensey, O., Kerr, C., Koppe, S., Kroll, T., Lavelle, G., Long, S., MacLachlan, M., Nolan, D., Norris, M., O’Reilly, J., Owens, M., Walsh, A., Walsh, M., & Ryan, J. M. (2024). Understanding the use of digital technologies to provide disability services remotely during the COVID-19 pandemic; a multiple case study design. BMC Health Services Research, 24(1). Scopus. https://doi.org/10.1186/s12913-024-10652-6

Gravbrot, N., Jahnke, H., White, W. L., & Little, A. S. (2020). Resumption of Positive-Pressure Ventilation Devices for Obstructive Sleep Apnea following Transsphenoidal Surgery: An Institutional Experience of a Surgical Cohort. Journal of Neurological Surgery, Part B: Skull Base, 81(3), 237–243. Scopus. https://doi.org/10.1055/s-0039-1688795

Hammersley, M. (2003). The Dilemma Of Qualitative Method: Herbert Blumer and the Chicago Tradition (p. 271). Taylor and Francis; Scopus. https://doi.org/10.4324/9780203392904

Hausleiter, J., Stocker, T. J., Adamo, M., Karam, N., Swaans, M. J., & Praz, F. (2023). Mitral valve transcatheter edge-to-edge repair. EuroIntervention, 18(12), 957–976. Scopus. https://doi.org/10.4244/EIJ-D-22-00725

Hews-Girard, J., Bright, K., Barker, M., Bassi, E. M., Iorfino, F., LaMonica, H. M., Moskovic, K., Fersovitch, M., Stamp, L., Gondziola, J., Hickie, I., & Dimitropoulos, G. (2024). Mental health provider and youth service users’ perspectives regarding implementation of a digital mental health platform for youth: A survey study. Digital Health, 10. Scopus. https://doi.org/10.1177/20552076241289179

Jacobs, D. S., Carrasquillo, K. G., Cottrell, P. D., Fernández-Velázquez, F. J., Gil-Cazorla, R., Jalbert, I., Pucker, A. D., Riccobono, K., Robertson, D. M., Szczotka-Flynn, L., Speedwell, L., & Stapleton, F. (2021). CLEAR – Medical use of contact lenses. Contact Lens and Anterior Eye, 44(2), 289–329. Scopus. https://doi.org/10.1016/j.clae.2021.02.002

Johnson, A., Yang, F., Gollarahalli, S., Banerjee, T., Abrams, D., Jonassaint, J., Jonassaint, C., & Shah, N. (2019). Use of mobile health apps and wearable technology to assess changes and predict pain during treatment of acute pain in sickle cell disease: Feasibility study. JMIR mHealth and uHealth, 7(12). Scopus. https://doi.org/10.2196/13671

Kenworthy, N., Jung, J.-K., & Hops, E. (2023). Struggling, helping and adapting: Crowdfunding motivations and outcomes during the early US COVID-19 pandemic. Sociology of Health and Illness, 45(2), 298–316. Scopus. https://doi.org/10.1111/1467-9566.13568

Kooij, L., Vos, P. J. E., Dijkstra, A., & van Harten, W. H. (2021). Effectiveness of a mobile health and self-management app for high-risk patients with chronic obstructive pulmonary disease in daily clinical practice: Mixed methods evaluation study. JMIR mHealth and uHealth, 9(2). Scopus. https://doi.org/10.2196/21977

McMahon, J., & McGannon, K. R. (2024). Trauma-informed research in sport, exercise, and health: Qualitative methods (p. 268). Taylor and Francis; Scopus. https://doi.org/10.4324/9781003332909

Meyer, C. L., Surmeli, A., Hoeflin Hana, C., & Narla, N. P. (2022). Perceptions on a mobile health intervention to improve maternal child health for Syrian refugees in Turkey: Opportunities and challenges for end-user acceptability. Frontiers in Public Health, 10. Scopus. https://doi.org/10.3389/fpubh.2022.1025675

Murala, D. K., Panda, S. K., & Dash, S. P. (2023). MedMetaverse: Medical Care of Chronic Disease Patients and Managing Data Using Artificial Intelligence, Blockchain, and Wearable Devices State-of-the-Art Methodology. IEEE Access, 11, 138954–138985. Scopus. https://doi.org/10.1109/ACCESS.2023.3340791

Murphy-Morgan, C., Brown, R., Love, C., & Branley-Bell, D. (2024). “Some distance between us”: A UK mixed methods study exploring experiences of remote care for eating disorders during COVID-19. Frontiers in Psychiatry, 15. Scopus. https://doi.org/10.3389/fpsyt.2024.1383080

O’Neill, K., Hand, R., Diop, B., Weiss, H., Cruz Pfaeffle, A., Maragatham, P., Rice, K., & Naslund, J. A. (2023). Informing the development of the coaching online and community health (COACH) program: A qualitative study of clubhouse members living with serious mental illness. Translational Behavioral Medicine, 13(5), 343–353. Scopus. https://doi.org/10.1093/tbm/ibad001

Perry, N. E. (2023). Using qualitative methods to enrich understandings of self-regulated learning: A special issue of educational psychologist (p. 64). Taylor and Francis Inc.; Scopus. https://doi.org/10.4324/9781410608529

Petersen, E. A., Stauss, T. G., Scowcroft, J. A., Brooks, E. S., White, J. L., Sills, S. M., Amirdelfan, K., Guirguis, M. N., Xu, J., Yu, C., Nairizi, A., Patterson, D. G., Tsoulfas, K. C., Creamer, M. J., Galan, V., Bundschu, R. H., Paul, C. A., Mehta, N. D., Choi, H., … Mekhail, N. A. (2021). Effect of High-frequency (10-kHz) Spinal Cord Stimulation in Patients with Painful Diabetic Neuropathy: A Randomized Clinical Trial. JAMA Neurology, 78(6), 687–698. Scopus. https://doi.org/10.1001/jamaneurol.2021.0538

Rizvi, S. M. H., Schopf, T., Sangha, A., Ulvin, K., & Gjersvik, P. (2020). Teledermatology in Norway using a mobile phone app. PLoS ONE, 15(4). Scopus. https://doi.org/10.1371/journal.pone.0232131

Seven, Ü. S., Stoll, M., Dubbert, D., Kohls, C., Werner, P., & Kalbe, E. (2021). Perception, attitudes, and experiences regarding mental health problems and web based mental health information amongst young people with and without migration background in Germany. A qualitative study. International Journal of Environmental Research and Public Health, 18(1), 1–24. Scopus. https://doi.org/10.3390/ijerph18010081

Shang, D., Williams, C., & Culiqi, H. (2024). Telehealth Uptake Among Hispanic People During COVID-19: Retrospective Observational Study. JMIR Medical Informatics, 12. Scopus. https://doi.org/10.2196/57717

Shohat, N., Goswami, K., Tan, T. L., Fillingham, Y., & Parvizi, J. (2019). Increased Failure after Irrigation and Debridement for Acute Hematogenous Periprosthetic Joint Infection. Journal of Bone and Joint Surgery - American Volume, 101(8), 696–703. Scopus. https://doi.org/10.2106/JBJS.18.00381

Sivanesan, E., Bicket, M. C., & Cohen, S. P. (2019). Retrospective analysis of complications associated with dorsal root ganglion stimulation for pain relief in the FDA MAUDE database. Regional Anesthesia and Pain Medicine, 44(1), 100–106. Scopus. https://doi.org/10.1136/rapm-2018-000007

Srivastava, K., Bozic, K. J., Silverton, C., Nelson, A. J., Makhni, E. C., & Davis, J. J. (2019). Reconsidering Strategies for Managing Chronic Periprosthetic Joint Infection in Total Knee Arthroplasty: Using Decision Analytics to Find the Optimal Strategy between One-Stage and Two-Stage Total Knee Revision. Journal of Bone and Joint Surgery - American Volume, 101(1), 14–24. Scopus. https://doi.org/10.2106/JBJS.17.00874

Tighe, S. A., Ball, K., Kayser, L., Kensing, F., & Maddison, R. (2022). Qualitative study of the views of people living with cardiovascular disease, and healthcare professionals, towards the use of a digital platform to support cardiovascular disease self-management. BMJ Open, 12(11). Scopus. https://doi.org/10.1136/bmjopen-2021-056768

Tsitsikas, D. A., Badle, S., Hall, R., Meenan, J., Bello-Sanyaolu, O., Orebayo, F., Abukar, J., Elmi, M., Mulla, A., Dave, S., Lewis, N., Sharma, M., Chatterjee, B., & Amos, R. J. (2021). Automated red cell exchange in the management of sickle cell disease. Journal of Clinical Medicine, 10(4), 1–13. Scopus. https://doi.org/10.3390/jcm10040767

Turnock, L. A., & Hearne, E. (2025). Novel wellbeing and repair peptide use in the UK: Netnographic findings. Performance Enhancement and Health, 13(1). Scopus. https://doi.org/10.1016/j.peh.2024.100293

van Doorn, M., Monsanto, A., Boeschoten, C. M., van Amelsvoort, T., Popma, A., Öry, F. G., Alvarez-Jimenez, M., Gleeson, J., Jaspers, M. W. M., & Nieman, D. H. (2023). Moderated digital social therapy for young people with emerging mental health problems: A user-centered mixed-method design and usability study. Frontiers in Digital Health, 4. Scopus. https://doi.org/10.3389/fdgth.2022.1020753

Vitali, C., Fusari, G., Baldanzi, C., Cacciatore, D. M., Crispiatico, V., Carullo, A., Rovaris, M., Cattaneo, D., Baglio, F., & Isernia, S. (2023). Telerehabilitation for Lee Silverman Voice Treatment (Tele-LSVT)-Loud on voice intensity and voice use in daily living in people with multiple sclerosis: A protocol for a feasibility and pilot randomized controlled study. Digital Health, 9. Scopus. https://doi.org/10.1177/20552076231218150

Woods, L. S., Duff, J., Roehrer, E., Walker, K., & Cummings, E. (2019). Patients’ experiences of using a consumer mHealth app for self-management of heart failure: Mixed-methods study. JMIR Human Factors, 6(2). Scopus. https://doi.org/10.2196/13009

Wulfovich, S., Fiordelli, M., Rivas, H., Concepcion, W., & Wac, K. (2019). “I Must Try Harder”: Design Implications for Mobile Apps and Wearables Contributing to Self-Efficacy of Patients With Chronic Conditions. Frontiers in Psychology, 10(OCT). Scopus. https://doi.org/10.3389/fpsyg.2019.02388