Hospitals are increasingly turning to wearables to improve monitoring efficiency and earlier intervention.
These technologies are being integrated across inpatient medical-surgical units, emergency departments, and specialized areas such as oncology and perinatal care, as well as in patients’ homes.[1] “Wearable monitoring has reached a turning point where its accuracy and portability are transforming patient care,” says Christina Canfield, MSN, APRN, ACNS-BC, CCRN, medical affairs program manager of acute care and monitoring for Medtronic. In this conversation, Canfield discusses the advantages, implementation strategies, and key considerations for hospitals looking to incorporate wearable monitoring into patient care.
Q: What is wearable monitoring, and where is it most commonly used?
Canfield: Wearable monitoring involves devices worn on the body, such as wristbands[2] or adhesive patches—that collect heart rate, respiratory rate, oxygen saturation, temperature, and heart rhythm and movement data.[3] These devices transmit information to dashboards, patient portals, and electronic health records (EHR)[4], enabling continuous or near-continuous collection. In hospital inpatient medical-surgical areas, wearables augment manual checks by nurses and other clinicians, reducing the time spent on manual intermittent vital sign collection.[5]
They are also used in emergency departments[6] for triage and patient prioritization and in oncology[7] and perinatal[8] settings for specialized monitoring needs. Wearables are used in outpatient settings, most commonly for patients recovering from surgery[9] or managing chronic conditions at home. Studies show patients are satisfied with wearable home monitoring as an extra layer of support. [10]
Q: What are the advantages of wearable monitoring?
Canfield: There are multiple advantages. In the hospital setting, wearable monitoring eliminates the gaps that occur with intermittent monitoring, with one study indicating that traditional vital sign spot-checks leave patients unmonitored 96% of the time.[11] Wearables provide a more complete picture of patient health, helping clinicians detect early signs of deterioration.[12],[13]
Wearables also reduce nursing workload. A typical 30-bed unit requires over 900 minutes of nursing time per day to monitor vital signs manually every four hours.5 Also, by automating data capture and integrating with the EHR at intervals, wearables free up staff to focus on direct patient care.[14]
Accuracy is another major benefit. Studies show that manually counted respiratory rates often vary significantly, and sporadically charted values fail to capture the true variability of key indicators like respiratory rate and heart rate.[15] Since respiratory rate is a leading indicator of patient decline,[16] continuous monitoring enables early intervention, potentially reducing ICU transfers and rapid response calls, which may lead to fewer adverse outcomes.[17]
In home settings, wearable monitoring contributes to patient comfort and recovery. One study finds that 75% of patients would prefer to leave the hospital a day earlier if they could be monitored at home.9
Q: What impact do hospitals and health systems see with wearable monitoring?
Canfield: Hospitals using wearables in medical-surgical units can experience many benefits, including reduced length of stay,18 lower rates of code blues,[18] and decreased alert fatigue.13 Wearables connect all the right data points and, when integrated into the EHR, improve accuracy by minimizing manual entry errors. At home, alerts from wearables can reduce 30-day readmission rates by flagging early signs of complications.[19]
Wearables also enhance clinician situational awareness.[20] Devices can generate alerts when vital signs deviate from expected patterns, directing them to patients who need more in-depth assessments.13 Some models are tetherless, allowing patients to move freely while still being monitored.12 Operationally, hospitals have implemented customized wearable monitoring solutions through command centers,[21] central nursing stations, or by pushing alerts directly to nurses’ communication devices.
Q: What barriers to implementing wearable monitoring still exist, and how can they be mitigated?
Canfield: One challenge is ensuring hospitals deploy wearables in the right areas. While the technology is exciting, with facilities wanting to use it everywhere, it’s essential to carefully evaluate your needs and how frequently clinicians want or need to receive the data.20 Consider focusing first on units with the greatest need, such as those with high rates of unplanned ICU transfers.[22], 17 A targeted approach allows organizations to refine workflows before expanding use.
Another consideration is alert fatigue. While wearables generate fewer alerts than telemetry systems,13 hospitals must customize dashboards and notification settings to avoid overwhelming clinicians. The good news is that research shows that wearable devices average fewer than one alert per patient per day. 13 Telemetry monitoring, on the other hand, is associated with an alert rate of over 50 total in a nurse's assignment per day.[23]
Data connectivity is another hurdle, particularly in rural home settings where bandwidth may be limited.[24] Providing patients with mobile hotspots can help mitigate this issue.
Finally, hospitals should evaluate their patient populations to determine the most appropriate monitoring approach. While telemetry remains critical for certain cardiac patients, wearable monitoring may be more appropriate in some spaces.[25]Research suggests that many patients receiving cardiac telemetry monitoring do not meet the American Heart Association’s recommendations for its use,25 highlighting an opportunity to reassess monitoring strategies.
Change takes time, and introducing a new way of monitoring patients is a shift for any clinical team. But thoughtful implementation and a clear strategy can help hospitals unlock the benefits of wearable monitoring while supporting staff through the transition.
Patient monitoring products should not be used as the sole basis for diagnosis or therapy and are intended only as an adjunct patient assessment.
The BioButton®* multi-parameter wearable device is not intended for critical care monitoring.
®*Third-party brands are trademarks for their respective owners. All other brands are trademarks of a Medtronic company.
Product usage represented may not be approved or cleared in all markets.
[1] How to use wearables inside the hospital. HealthLeaders Media. Published February 15, 2023. Accessed April 10, 2025. https://www.healthleadersmedia.com/innovation/how-use-wearables-inside-hospital
[2] Stellpflug C, Pierson L, Roloff D, et al. Continuous physiological monitoring improves patient outcomes: a nurse-led initiative enhances vital sign assessment using digital devices. Am J Nurs. 2021;121(4):40-46.
[3] BioIntelliSense, Inc. BioButton® Rechargeable: Instructions for Use. Version 5. October 2024.
[4] BioIntelliSense, Inc. BioDashboard™ Instructions for Use. Version 3. October 2024.
[5] Dall’Ora C, Griffiths P, Hope J, et al. How long do nursing staff take to measure and record patients’ vital signs observations in hospital? A time-and-motion study. Int J Nurs Stud. 2021;118:103921.
[6] Metuge V, Valero M, Zhao L, Nino V, Claudio D. Preliminary data collection for collaborative emergency department crowd management using wearable devices. In: 2022 IEEE International Conference on Digital Health (ICDH). IEEE; 2022:34-36.
[7] Collinson S, Ingram-Walpole S, Jackson C, et al. Patient experiences of using wearable health monitors during cancer treatment: a qualitative study. Clin Oncol. Published online 2024.
[8] Bester M, Almario Escorcia MJ, Fonseca P, et al. The impact of healthy pregnancy on features of heart rate variability and pulse wave morphology derived from wrist-worn photoplethysmography. Sci Rep. 2023;13:21100.
[9] Breteler MJM, Numan L, Ruurda JP, et al. Wireless remote home monitoring of vital signs in patients discharged early after esophagectomy: observational feasibility study. JMIR Perioper Med. 2020;3(2)
[10] Vroman H, Mosch D, Eijkenaar F, et al. Continuous vital sign monitoring in patients after elective abdominal surgery: a retrospective study on clinical outcomes and costs. J Comp Eff Res. 2023;12(3)
[11] Curry JP, Jungquist CR. A critical assessment of monitoring practices, patient deterioration, and alarm fatigue on inpatient wards: a review. Patient Saf Surg. 2014;8:29.
[12] Michard F, Kalkman CJ. Rethinking patient surveillance on hospital wards. Anesthesiology. 2021;135(3):531–540.
[13] Weller GB, Mault J, Ventura ME, et al. A retrospective observational study of continuous wireless vital sign monitoring via a medical grade wearable device on hospitalized floor patients. J Clin Med. 2024;13(16):4747.
[14] Sigvardt E, Grønbæk KK, Jepsen ML, et al. Workload associated with manual assessment of vital signs as compared with continuous wireless monitoring. Acta Anaesthesiol Scand. 2024;68(2):274–279.
[15] Kallioinen N, Hill A, Christofidis MJ, Horswill MS, Watson MO. Quantitative systematic review: sources of inaccuracy in manually measured adult respiratory rate data. J Adv Nurs. 2021;77(1):98–124.
[16] Churpek MM, Yuen TC, Huber MT, Park SY, Hall JB, Edelson DP. Predicting cardiac arrest on the wards: a nested case-control study. Chest. 2012;141(5):1170–1176.
[17] Rowland BA, Motamedi V, Michard F, Saha AK, Khanna AK. Impact of continuous and wireless monitoring of vital signs on clinical outcomes: a propensity-matched observational study of surgical ward patients. Br J Anaesth. 2024;132(3):519–527.
[18] Brown H, Terrence J, Vasquez P, et al. Continuous monitoring in an inpatient medical-surgical unit: a controlled clinical trial. Am J Med. 2014;127(3):226–232.
[19] Po H-W, Chu Y-C, Tsai H-C, Lin C-L, Chen C-Y, Ma MH-M. Efficacy of remote health monitoring in reducing hospital readmissions among high-risk postdischarge patients: prospective cohort study. JMIR Form Res. 2024;8.
[20] Areia C, King E, Ede J, et al. Experiences of current vital signs monitoring practices and views of wearable monitoring: a qualitative study in patients and nurses. J Adv Nurs. 2022;78(3):810–822. doi:10.1111/jan.15055
[21] Grosman-Rimon L, Li DHY, Collins BE, Wegier P. Can we improve healthcare with centralized management systems, supported by information technology, predictive analytics, and real-time data?: A review. Medicine (Baltimore). 2023;102(45)
[22] Tan SY, Sumner J, Wang Y, Yip AW. A systematic review of the impacts of remote patient monitoring interventions on safety, adherence, quality-of-life and cost-related outcomes. NPJ Digit Med. 2024;7:192.
[23] Srinivasa E, Mankoo J, Kerr C. An evidence-based approach to reducing cardiac telemetry alarm fatigue. Worldviews Evid Based Nurs. 2017;14(4):265–273.
[24] Uddin R, Koo I. Real-time remote patient monitoring: a review of biosensors integrated with multi-hop IoT systems via cloud connectivity. Appl Sci. 2024;14(5):1876. doi:10.3390/app14051876
[25] Chahine J, Thapa B, Gosai F, et al. Interventions to decrease overuse of cardiac monitoring (telemetry) when transitioning from the intensive care unit to the regular nursing floor. Cureus. 2019;11(3).