Exploring Lifestyle Pressures and Expectations Induced by Continuous Health Monitoring

Authors

    Orsolya Demetrovics * Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary orso.demetrovics@ehok.elte.hu
    Rafael Ballester-Ripoll Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Spain
    Joel Billieux Institute for Behavioural Addictions, Sigmund Freud University Vienna, Austria
https://doi.org/10.61838/kman.hn.3.3.13

Keywords:

continuous health monitoring, digital health, lifestyle pressure, wearable technology, qualitative study, self-tracking, psychological impact

Abstract

This study aimed to explore the lived experiences of individuals using continuous health monitoring technologies, with a focus on how these tools shape lifestyle pressures, behavioral expectations, and psychological responses. A qualitative exploratory design was employed, utilizing semi-structured interviews with 24 adult participants residing in Hungary who had used wearable or app-based health monitoring tools for at least six months. Participants were selected through purposive sampling to ensure diversity in age, gender, and health status. Data were collected until theoretical saturation was reached. Interviews were transcribed verbatim and analyzed thematically using NVivo 12 Plus software. The analysis followed a three-phase coding process: open coding to generate initial concepts, axial coding to identify thematic relationships, and selective coding to consolidate core categories. Five central themes emerged from the data: (1) data-driven identity and self-worth, in which participants linked their personal value to metrics and digital achievements; (2) emotional consequences of health surveillance, including anxiety, guilt, and frustration tied to device feedback; (3) behavioral conformity and goal obsession, reflecting compulsive engagement with digital targets; (4) loss of autonomy and bodily intuition, where users reported diminished reliance on internal cues; and (5) social surveillance and self-regulation fatigue, marked by perceived peer judgment and performance pressure. These findings suggest that continuous monitoring, while intended to promote health, may also contribute to psychological burden and lifestyle rigidity. Continuous health monitoring technologies have the potential to enhance preventive care but may simultaneously induce emotional distress and behavioral dependency. To support well-being, future designs must integrate adaptive feedback, contextual sensitivity, and emotional support mechanisms to mitigate unintended psychosocial consequences.

Downloads

Download data is not yet available.

References

1. Atomi K, Kawanaka H, Bhuiyan MS, Oguri K. Cuffless Blood Pressure Estimation Based on Data-Oriented Continuous Health Monitoring System. Computational and Mathematical Methods in Medicine. 2017;2017:1-10.

2. Chaparadza D. An Analysis of Patient-Generated Health Data in Assisting Nurses and Physicians to Better Treat Patients With Hypertension. 2020.

3. Marcus Alexandre GDS, Victor Hugo CdA. Dyheartmon – Monitoramento Ambulatorial E Residencial Remoto Da Pressão Arterial Baseado Em Internet Das Coisas. 2019.

4. Philbert SC, Lawrence-Williams P, Gebre Y, Hutchinson ML, Belmar-George S. Improving Cardiovascular Health in Primary Care in Saint Lucia Through the HEARTS Initiative. Revista Panamericana De Salud Pública. 2022;46:1.

5. Carlsson M, Darwiche G. Abstract P2058: Using Mobile Health Technology to Increase Knowledge About Hypertensive Patients Requests and Health Behaviors. Hypertension. 2019;74(Suppl_1).

6. Bhattarai S, Shrestha A, Skovlund E, Åsvold BO, Mjølstad BP, Sen A. Cluster Randomised Trial to Evaluate Comprehensive Approach to Hypertension Management in Nepal: A Study Protocol. BMJ Open. 2023;13(5):e069898.

7. Fathurrizki AI, Lestari A, Azizah WN, Sari EA. Telehealth Blood Pressure Monitoring Models in Hypertensive Patients: A Scoping Review. Journal of Nursing Care. 2022;5(1).

8. Gefeke LM, Brust M, Hattum NEV, Jong JCK. Cardiac Risk Confrontation in Primary Care as a Teachable Moment Towards Improved Health Outcomes. European Journal of Public Health. 2024;34(Supplement_3).

9. Du Y, Dennis B, Rhodes S, Sia M, Ko J, Jiwani R, et al. Technology-Assisted Self-Monitoring of Lifestyle Behaviors and Health Indicators in Diabetes: Qualitative Study. Jmir Diabetes. 2020;5(3):e21183.

10. Natale P, Ni JY, Martinez‐Martin D, Kelly A, Chow CK, Thiagalingam A, et al. Perspectives and Experiences of Self-Monitoring of Blood Pressure Among Patients With Hypertension: A Systematic Review of Qualitative Studies. American Journal of Hypertension. 2023;36(7):372-84.

11. Yang X. Chronic Disease Prevention and Control: The Effectiveness of Community Intervention Strategies in Managing Hypertension. Meds Public Health and Preventive Medicine. 2023;3(6).

12. Rafaela Cavalheiro do Espírito S, Melo GLR, Dubey VP, Jankauskienė R, Bacevičienė M, Agostinis‐Sobrinho C. 24-Hour Movement Behaviour Study—Lithuanian Protocol: A Comprehensive Overview of Behaviours and Health Outcomes in Adolescents. BMJ Open Sport & Exercise Medicine. 2024;10(4):e002191.

13. Maxmudjanovna XZ, Soliyevich MN, Rustambekovna KR. Blood Pressure Levels, Prevalence, and Innovative Approaches to Prevent Arterial Hypertension in Adolescent and Young Adult Populations. Ijhsms. 2024;4(1):348-53.

14. Ngadiarti I, Muntikah M, Noviani A, Nixon AS. Optimalisasi Kesehatan Dan Gizi Lansia Melalui Penyuluhan Dan Pendampingan Gizi Di Kelurahan Cipadu Jaya. Pengabdianmu Jurnal Ilmiah Pengabdian Kepada Masyarakat. 2024;9(3):400-8.

15. Somantri UW, Purwanto I, Febriyanti D, Aziza N, Kholisyah N, Ramdian SM. Pemeriksaan Kesehatan Glukosa Darah Sewaktu Dan Tekanan Darah Serta Pemasangan Media Edukasi Di Samsat Kabupaten Pandeglang. Cakrawala Jurnal Pengabdian Masyarakat Global. 2025;4(1):56-63.

16. Shamsuddin SMS, Ahmad N, Idris IB, Aizuddin AN, Ibrahim R, Din WM, et al. Natural Health Product Knowledge as a Significant Factor Associated With Health-Promoting Lifestyle in a Low-Income Urban Community in Kuala Lumpur. BMC Public Health. 2024;24(1).

17. Sidarta E, Wijaya BA, Setiawan FV, Destra E, Kurniawan J. Kegiatan Pengukuran Tekanan Darah Dan Penyakit Darah Tinggi Pada Populasi Usia Produktif. Jurnal Pengabdian Masyarakat Nusantara. 2024;6(2):70-5.

18. Park KH, Park JH, Won KA, Yang MA, Lim S. Analysis of Users' Needs for Developing a Mobile Health–based Lifestyle Care Application for Health Promotion in Elderly. Alzheimer S & Dementia. 2020;16(S10).

19. Aydın M, Aydin-Avci I. The Frequency of Chronic Diseases and a Health-Promoting Lifestyle in a Group of Elderly Romani People Living in Northern Turkey. Progress in Health Sciences. 2018;8(2):75-84.

20. Khan A, McAuliff K, Govindarajan G. Abstract P316: Beyond the Cuff: Revolutionizing Hypertension Care Through Human-Centered Design and Tech-Driven Solutions in an Urban Community Health Center. Hypertension. 2024;81(Suppl_1):AP316-AP.

21. Geerse C, Slobbe Cv, Triet Ev, Simonse L. Design of a Care Pathway for Preventive Blood Pressure Monitoring: Qualitative Study. Jmir Cardio. 2019;3(1):e13048.

22. Tseng HW, Lee Y-H, Huang C-D, Chen Y-L, Liu Y. Estimation of Real-Time Blood Pressure During Motion Using Electrocardiography Waveform. Sensors and Materials. 2018:621.

23. Niu M, Zhang L, Wang Y, Tu R, Liu X, Wang C, et al. Lifestyle Score and Genetic Factors With Hypertension and Blood Pressure Among Adults in Rural China. Frontiers in Public Health. 2021;9.

24. Thapa YO, Poudel J, Acharya P, Kimura K, Kawata R, Kanzaki M, et al. Effect of a Pilot Programme by Capability Approach to Prevent Lifestyle-Related Diseases in Kaski, Nepal. Journal of Health Promotion. 2020;8:141-50.

25. Kudari SM, Annapurna RA. Effectiveness of Ayurveda and Lifestyle Modifications in Managing Pregnancy-Induced Hypertension: A Case Study. Journal of Neonatal Surgery. 2025;14(6S):698-706.

Additional Files

Published

2025-07-01

Submitted

2025-03-12

Revised

2025-06-09

Accepted

2025-06-14

How to Cite

Demetrovics , O. ., Ballester-Ripoll , R. ., & Billieux , J. . (2025). Exploring Lifestyle Pressures and Expectations Induced by Continuous Health Monitoring. Health Nexus, 3(3), 1-10. https://doi.org/10.61838/kman.hn.3.3.13