Remote patient monitoring (RPM) is a technology to enable monitoring of patients outside of conventional clinical settings, such as in the home or in a remote area, which may increase access to care and decrease healthcare delivery costs. RPM involves the constant remote care or monitoring of patients by their physicians or pharmaceutical/biotechnolgy companies often to track physical symptoms,
chronic condition
A chronic condition (also known as chronic disease or chronic illness) is a health condition or disease that is persistent or otherwise long-lasting in its effects or a disease that comes with time. The term ''chronic'' is often applied when the ...
s, or post-hospitalization rehab.
RPM is also used extensively in clinical studies. Patient Reported Outcomes (PROs) for clinical trials are captured remotely via a tablet.

Incorporating RPM in
chronic-disease management may significantly improve an individual's
quality of life
Quality of life (QOL) is defined by the World Health Organization as "an individual's perception of their position in life in the context of the culture and value systems in which they live and in relation to their goals, expectations, standards ...
, by allowing patients to maintain independence, prevent complications, and to minimize personal costs.
RPM facilitates these goals by delivering care through
telecommunications
Telecommunication, often used in its plural form or abbreviated as telecom, is the transmission of information over a distance using electronic means, typically through cables, radio waves, or other communication technologies. These means of ...
. This form of patient monitoring can be particularly important when patients are managing complex
self-care
Self-care has been defined as the process of establishing behaviors to ensure holistic well-being of oneself, to promote health, and actively manage illness when it occurs. Individuals engage in some form of self-care daily with food choices, ...
processes such as home
hemodialysis
Hemodialysis, American and British English spelling differences#ae and oe, also spelled haemodialysis, or simply ''"'dialysis'"'', is a process of filtering the blood of a person whose kidneys are not working normally. This type of Kidney dialys ...
.
Key features of RPM, like remote monitoring and trend analysis of physiological parameters, enable early detection of deterioration; thereby reducing emergency department visits, hospitalizations, and the duration of hospital stays.
While technologies are continually being developed to tackle this type of health care, physicians may utilize basic communication methods such as
Zoom,
Snapchat
Snapchat is an American multimedia social media and instant messaging app and service developed by Snap Inc., originally Snapchat Inc. One of the principal features of the app are that pictures and messages, known as "snaps", are usually availa ...
, or even landline phones.
Pilot programs for Remote Patient Monitoring began in 1970s when
Kaiser Permanente
Kaiser Permanente (; KP) is an American integrated delivery system, integrated managed care consortium headquartered in Oakland, California. Founded in 1945 by industrialist Henry J. Kaiser and physician Sidney Garfield, Sidney R. Garfield, the ...
created monitoring systems for rural communities in order to provide better healthcare to isolated regions. Literature related to Remote Patient Monitoring suggests that interventions based on health behavior models, care pathways, and personalized coaching lead to the best outcomes.
Research on the use of Remote Patient Monitoring technologies has helped determine that further development of telehealth ecosystems, in which physicians can give recommendations and means of care while also receiving transmitted health information, can lead to better patient outcomes and higher patient satisfaction.
Researchers also note that Remote Patient Monitoring will become more important as healthcare changes from a volume focus to a value focus.
During the
COVID-19 pandemic
The COVID-19 pandemic (also known as the coronavirus pandemic and COVID pandemic), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), began with an disease outbreak, outbreak of COVID-19 in Wuhan, China, in December ...
, Remote Patient Monitoring has been used extensively and allowed for more fields such as
psychology
Psychology is the scientific study of mind and behavior. Its subject matter includes the behavior of humans and nonhumans, both consciousness, conscious and Unconscious mind, unconscious phenomena, and mental processes such as thoughts, feel ...
or
cardiology
Cardiology () is the study of the heart. Cardiology is a branch of medicine that deals with disorders of the heart and the cardiovascular system. The field includes medical diagnosis and treatment of congenital heart defects, coronary artery di ...
to use virtual care. By 2025, the Remote Patient Monitoring industry is expected to double, due to factors such as the COVID-19 pandemic and increased at-home care. Use of Remote Patient Monitoring has been proven to ultimately provide better patient compliance and improved physician management, while decreasing costs of care.
Key features of RPM
Accessibility
Both patients and care providers can access the RPM record anytime from anywhere. Instantaneous access is helpful in making accurate health decisions and improves clinical operations.
Cost effectiveness
Not much evidence has been able to support whether or not telehealth is more cost effective or not. There is some research showing that it can be a less expensive way for doctors to provide care because they aren't using any of their physical resources on the patient. Sage journals published a case study researching if telehealth is cost effective for the patient in the comfort of their home. Langabeer et al. (2017), stated that this study's method was to utilize telehealth resources when people called 911 and EMS responded. Once EMS was on scene, they would pull up a virtual system putting them in direct contact with an emergency department provider at the hospital. The provider was then able to triage the patient at the scene of the call and determine the best course of treatment potentially being no transport to the hospital. This in turn is more cost efficient for the patients and the medical providers both. This showed to be helpful in-patient outcomes because the provider was able to determine the critical level of the patient therefore allowing them to determine the best course of action at an earlier time.
Promptness
RPM helps in faster decision-making. RPM collects, improves, and analyzes data promptly, which is time-saving. Report-making has become easy through RPM.
Technological components
The diverse applications of RPM lead to numerous variations of RPM technology architecture. However, most RPM technologies follow a general architecture that consists of four components.:
*
Sensor
A sensor is often defined as a device that receives and responds to a signal or stimulus. The stimulus is the quantity, property, or condition that is sensed and converted into electrical signal.
In the broadest definition, a sensor is a devi ...
s on a device that is enabled by wireless communications to measure physiological parameters.
*
Sensor
A sensor is often defined as a device that receives and responds to a signal or stimulus. The stimulus is the quantity, property, or condition that is sensed and converted into electrical signal.
In the broadest definition, a sensor is a devi ...
s can connect back to a central database by WiFi or cellular communication protocols depending on the manufacturer.
* Local data storage at patients' site that interfaces between sensors and other centralized data repository and/or healthcare providers.
* Centralized repository to store data sent from sensors, local data storage, diagnostic applications, and/or healthcare providers.
* Diagnostic application software that develops treatment recommendations and intervention alerts based on the analysis of collected data.
Depending on the disease and the parameters that are monitored, different combinations of sensors, storage, and applications may be deployed.
Applications
Physiological data such as
blood pressure
Blood pressure (BP) is the pressure of Circulatory system, circulating blood against the walls of blood vessels. Most of this pressure results from the heart pumping blood through the circulatory system. When used without qualification, the term ...
and subjective patient data are collected by sensors on peripheral devices. Examples of peripheral devices are:
blood pressure cuff,
pulse oximeter
Pulse oximetry is a noninvasive method for monitoring blood oxygen saturation. Peripheral oxygen saturation (SpO2) readings are typically within 2% accuracy (within 4% accuracy in 95% of cases) of the more accurate (and invasive) reading of art ...
, and
glucometer. The data are transmitted to healthcare providers or third parties via wireless telecommunication devices. The data are evaluated for potential problems by a healthcare professional or via a clinical decision support algorithm, and patient, caregivers, and health providers are immediately alerted if a problem is detected.
As a result, timely intervention ensures positive patient outcomes. The newer applications also provide education, test and medication reminder alerts, and a means of communication between the patient and the provider.
The following section illustrates examples of RPM applications, but RPM is not limited to those disease states
Cancer
Use of RPM among patients with cancer has been proven to improve outcomes overall, with studies showing improvements in re-hospitalization rates and decreased healthcare resource usage.
These remote monitoring technologies help to lower severity of pain as well as improving
depression.
The RPM has improved the life expectancy of Cancer Patients up to 20%. Remote patient monitoring devices help in early interventions, prescriptions, chemotherapy modifications, etc. RPM has helped in reducing Cancer emergency room visits or prolonged chemotherapy treatments. It is estimated that the hospitalization rate of patients with RPM is 2.8% and without RPM is 13%
COVID-19

RPM can provide continuity of care for symptomatic
COVID-19
Coronavirus disease 2019 (COVID-19) is a contagious disease caused by the coronavirus SARS-CoV-2. In January 2020, the disease spread worldwide, resulting in the COVID-19 pandemic.
The symptoms of COVID‑19 can vary but often include fever ...
patients post-discharge from hospital and those with mild to moderate oxygen desaturation levels that do not require hospitalization, and patients with long-COVID symptoms. Due to the nature of the pandemic, RPM is a necessary means of providing care to at-risk patients such as elderly or
immunocompromised
Immunodeficiency, also known as immunocompromise, is a state in which the immune system's ability to fight infectious diseases and cancer is compromised or entirely absent. Most cases are acquired ("secondary") due to extrinsic factors that affe ...
people.
Studies show that the use of RPM during the pandemic has helped to reduce hospitalizations and decrease the use of acute care resources.
The FDA has given emergency authorized use of RPM technologies for the purpose of decreasing the spread of COVID-19 and to prevent overload for healthcare resources and personnel.
Chronic Obstructive Pulmonary Disease (COPD)
For patients with
chronic obstructive pulmonary disease
Chronic obstructive pulmonary disease (COPD) is a type of progressive lung disease characterized by chronic respiratory symptoms and airflow limitation. GOLD defines COPD as a heterogeneous lung condition characterized by chronic respiratory s ...
, RPM may contribute to increased patient knowledge, earlier interventions, and shared decision making. However, the evidence is varying and issues of cost, and the shift of responsibilities to patients have also been raised.
Dementia and falls

For patients with
dementia
Dementia is a syndrome associated with many neurodegenerative diseases, characterized by a general decline in cognitive abilities that affects a person's ability to perform activities of daily living, everyday activities. This typically invo ...
that are at risk for falls, RPM technology promotes safety and prevents harm through continuous surveillance.
RPM sensors can be affixed to the individual or their assistive mobility devices such as canes and walkers.
The sensors monitor an individual's location, gait, linear acceleration and angular velocity, and utilize a mathematical algorithm to predict the likelihood for falls, detect movement changes, and alert caregivers if the individual has fallen.
Furthermore, tracking capabilities via
Wi-Fi
Wi-Fi () is a family of wireless network protocols based on the IEEE 802.11 family of standards, which are commonly used for Wireless LAN, local area networking of devices and Internet access, allowing nearby digital devices to exchange data by ...
,
global positioning system
The Global Positioning System (GPS) is a satellite-based hyperbolic navigation system owned by the United States Space Force and operated by Mission Delta 31. It is one of the global navigation satellite systems (GNSS) that provide ge ...
(GPS) or radio frequency enables caregivers to locate wandering elders.
Diabetes
Diabetes
Diabetes mellitus, commonly known as diabetes, is a group of common endocrine diseases characterized by sustained high blood sugar levels. Diabetes is due to either the pancreas not producing enough of the hormone insulin, or the cells of th ...
management requires control of multiple parameters:
blood pressure
Blood pressure (BP) is the pressure of Circulatory system, circulating blood against the walls of blood vessels. Most of this pressure results from the heart pumping blood through the circulatory system. When used without qualification, the term ...
, weight, and blood glucose. The
real-time delivery of blood glucose and blood pressure readings enables immediate alerts for patient and healthcare providers to intervene when needed. There is evidence to show that daily diabetes management involving RPM is just as effective as usual clinic visit every 3 months.
Congestive heart failure
A systematic review of the literature on home monitoring for
heart failure
Heart failure (HF), also known as congestive heart failure (CHF), is a syndrome caused by an impairment in the heart's ability to Cardiac cycle, fill with and pump blood.
Although symptoms vary based on which side of the heart is affected, HF ...
patients indicates that RPM improves
quality of life
Quality of life (QOL) is defined by the World Health Organization as "an individual's perception of their position in life in the context of the culture and value systems in which they live and in relation to their goals, expectations, standards ...
, improves patient-provider relationships, shortens duration of stay in hospitals, decreases mortality rate, and reduces costs to the healthcare system.
Infertility
A recent study of a remote patient monitoring solution for infertility demonstrated that for appropriately screened patients who had been seeking In-Vitro Fertilization (IVF) treatment, a six-month remote monitoring program had the same pregnancy rate as a cycle of IVF. The remote patient monitoring product and service used had a cost-per-patient of $800, compared to the average cost of a cycle of IVF of $15,000, suggesting a 95% reduction in the cost of care for the same outcome.
Surgery
When compared to standard of care with no devices, a 2021 study showed that post-surgical remote patient monitoring detected 30% more medication errors, 10-14% reduction in patient paint, and a 5% reduction in hospital re-admissions.
The randomized study, conducted by
PJ Devereaux and Micheal McGillion, split 905 patients between a standard of care group and a RPM group, which used at-home clinical grade vital sign devices to transfer their vital signs to a Clinician Portal where they were monitored remotely and could communicate through text, chat, or video calls.
The scientists (
Devereaux and McGillion) are now conducting two follow-up studies (PVC-RAM 2 and PVC-RAM 3) to investigate secondary findings of PVC RAM1.
Telemedicine in prison systems
A forerunner to RPM, Florida first experimented with "primitive" telemedicine use in its
prisons
A prison, also known as a jail, gaol, penitentiary, detention center, correction center, correctional facility, or remand center, is a facility where people are imprisoned under the authority of the state, usually as punishment for various cr ...
during the latter 1980s. Working with Doctors Oscar W. Boultinghouse and Michael J. Davis, from the early 1990s to 2007, Glenn G. Hammack led the
University of Texas Medical Branch
The University of Texas Medical Branch (UTMB) is a Public university, public Academic health science centre, academic health science center in Galveston, Texas, United States. It is part of the University of Texas System. UTMB includes the olde ...
's development of a pioneering telehealth program in
Texas state prisons. Many of the studies conducted on telehealth have focused on the effectiveness in rural or remote communities so an article published by plos one looked at a study done focusing on the effectiveness of telehealth in the prison system. This review looked at 29 different studies that all utilized telehealth in the prison slightly different. The parameters and interventions delivered varied causing the outcomes to vary. The overall systemic review provided mixed evidence on the impact and outcomes of telehealth usage in prisons. Considering the fact, the world population is growing this means so is the prison population which also means the spectrum of health issues is also broadening. This being the main reason for these studies to have been conducted. This leads to the conclusion that more testing and studies must be completed too fully determine the effectiveness in patient outcomes. There was definitely evidence in the studies showing a positive effect from telehealth in the prison system and it did in some cases prove to be effective with positive impacts. It also showed in some cases to be just as effective as normal conventional care. The study stated that the idea to consider is what is being treated and what the context of the situation being addressed is. If the situation is critical, then other measures or responses may be necessary.
Veterans Health Administration
The Veterans Health Administration (VHA), United States' largest integrated healthcare system, is an early adopter which became highly involved in the implementation and evaluation of RPM technologies. It has expanded use of RPM beyond common chronic disease applications, to post-traumatic stress disorder, cancer and palliative care. VHA's findings indicate improvements in a wide range of metrics, including decrease in emergency department visits, hospitalizations, and nursing home admissions.
Findings from the VHA Care Coordination/Home Telehealth program show that RPM deployment resulted in significant savings to the organization.
Whole System Demonstrator Trial in UK
The UK's Department of Health's Whole System Demonstrator (WSD) launched in May 2008. It is the largest randomised control trial of
telehealth
Telehealth is the distribution of Health care, health-related services and information via electronic information and telecommunications, telecommunication technologies. It allows long-distance patient and clinician contact, care, advice, reminde ...
and telecare in the world, involving 6191 patients and 238 GP practices across three sites,
Newham
The London Borough of Newham () is a London boroughs, London borough created in 1965 by the London Government Act 1963. It covers an area previously administered by the Essex county boroughs of County Borough of West Ham, West Ham and County ...
,
Kent
Kent is a Ceremonial counties of England, ceremonial county in South East England. It is bordered by Essex across the Thames Estuary to the north, the Strait of Dover to the south-east, East Sussex to the south-west, Surrey to the west, and Gr ...
and
Cornwall
Cornwall (; or ) is a Ceremonial counties of England, ceremonial county in South West England. It is also one of the Celtic nations and the homeland of the Cornish people. The county is bordered by the Atlantic Ocean to the north and west, ...
. The trials were evaluated by:
City University London
City, University of London was a public university from 1966 to 2024 in London, England. It merged with St George's, University of London to form City St George's, University of London in August 2024. The names "City, University of London" and ...
,
University of Oxford
The University of Oxford is a collegiate university, collegiate research university in Oxford, England. There is evidence of teaching as early as 1096, making it the oldest university in the English-speaking world and the List of oldest un ...
,
University of Manchester
The University of Manchester is a public university, public research university in Manchester, England. The main campus is south of Manchester city centre, Manchester City Centre on Wilmslow Road, Oxford Road. The University of Manchester is c ...
,
Nuffield Trust
The Nuffield Trust, formerly the Nuffield Provincial Hospitals Trust, is a charitable trust with the mission of improving health care in the UK through evidence and analysis.
The Nuffield Trust is registered with the Charity Commission as ch ...
,
Imperial College London
Imperial College London, also known as Imperial, is a Public university, public research university in London, England. Its history began with Prince Albert of Saxe-Coburg and Gotha, Prince Albert, husband of Queen Victoria, who envisioned a Al ...
and
London School of Economics
The London School of Economics and Political Science (LSE), established in 1895, is a public research university in London, England, and a member institution of the University of London. The school specialises in the social sciences. Founded ...
.
* 45% reduction in mortality rates
* 20% reduction in emergency admissions
* 15% reduction in A&E visits
* 14% reduction in elective admissions
* 14% reduction in bed days
* 8% reduction in tariff costs
In the UK, the Government's Care Services minister, Paul Burstow, has stated that
telehealth
Telehealth is the distribution of Health care, health-related services and information via electronic information and telecommunications, telecommunication technologies. It allows long-distance patient and clinician contact, care, advice, reminde ...
and telecare would be extended over the next five years (2012-2017) to reach three million people.
Limitations
RPM is highly dependent on the individual's motivation to manage their health. Without the patient's willingness to be an active participant in their care, RPM implementation will likely fail. The shift of accountability associated with RPM brings up liability issues.
There are no clear guidelines in respect to whether clinicians have to intervene every time they receive an alert regardless of the urgency.
The continuous flow of patient data requires a dedicated team of
health care providers
A health professional, healthcare professional (HCP), or healthcare worker (sometimes abbreviated as HCW) is a provider of health care treatment and advice based on formal training and experience. The field includes those who work as a nurse, phys ...
to handle the information, which may, in fact, increase the workload. Although technology is introduced with the intent to increase efficiency, it can become a barrier to some healthcare providers that are not technological.
There are common obstacles that health informatics technologies encounter that applies to RPM. Depending on the
comorbidities monitored, RPM involves a diverse selection of devices in its implementation. Standardization is required for data exchange and interoperability among multiple components. Furthermore, RPM deployment is highly dependent on an extensive
wireless telecommunications infrastructure, which may not be available or feasible in rural areas. Since RPM involves transmission of sensitive patient data across telecommunication networks,
information security
Information security is the practice of protecting information by mitigating information risks. It is part of information risk management. It typically involves preventing or reducing the probability of unauthorized or inappropriate access to data ...
is a concern.
Debate surrounds the potential
cybersecurity
Computer security (also cybersecurity, digital security, or information technology (IT) security) is a subdiscipline within the field of information security. It consists of the protection of computer software, systems and networks from thr ...
issues of RPM, including the likelihood of hacks which could pull personal medical data.
Additionally, most remote monitoring devices are limited to single-user applications, and could be expanded in the future for better inclusion of multi-user technologies.
Reimbursement
United States
Since 2020,
Medicare fully covers doctors and other medical staff receiving payment for RPM patient setup and training. This is then followed by a fixed monthly amount for operating health monitoring devices and logging patient readings.
Medicaid
Medicaid is a government program in the United States that provides health insurance for adults and children with limited income and resources. The program is partially funded and primarily managed by U.S. state, state governments, which also h ...
also covers these procedures in 34 states.
Cigna,
Humana
Humana Inc. is an American for-profit health insurance company based in Louisville, Kentucky. In 2024, the company ranked 92 on the Fortune 500 list, which made it the highest ranked (by revenues) company based in Kentucky. It is the fourth l ...
and
UnitedHealth Care are among the large private U.S. private health insurance companies that offer members to track certain health data, such as blood pressure, glucose values and other metrics, and send them to their virtual primary care providers who can review the data during patient visits. Some of these plans include coverage of the use of medical devices for remote patient monitoring.
Germany
Digital health applications (known as DiGA in German: "Digitale Gesundheitsanwendungen") have been eligible for nationwide insurance coverage since the end of 2019 through a fast-track application process.
Medical device
A medical device is any device intended to be used for medical purposes. Significant potential for hazards are inherent when using a device for medical purposes and thus medical devices must be proved safe and effective with reasonable assura ...
s that are used for remote patient monitoring through apps, have to be considered Category I (low risk) or IIa (low-medium risk) to be eligible. Telehealth and coaching, even when combined with remote patient monitoring through wearables, is not directly covered by the DiGA directive, but needs to be reimbursed separately under different provisions.
Controversy
Published by the
New England Journal of Medicine
''The New England Journal of Medicine'' (''NEJM'') is a weekly medical journal published by the Massachusetts Medical Society. Founded in 1812, the journal is among the most prestigious peer-reviewed medical journals. Its 2023 impact factor was ...
, a randomized controlled clinical trial involving congestive heart failure patients concluded that the use of telemonitoring failed to provide a benefit over usual care.
The telemonitoring patient group was instructed to call a designated number daily, and answer a series of questions about their symptoms using a keypad.
Clearly, the process described by Chaudhry et al. (2010) differs from the RPM methodology illustrated in the overview, which involves actual collection and transmission of physiological data through point-of-care devices. With articles from
Forbes
''Forbes'' () is an American business magazine founded by B. C. Forbes in 1917. It has been owned by the Hong Kong–based investment group Integrated Whale Media Investments since 2014. Its chairman and editor-in-chief is Steve Forbes. The co ...
associating RPM with the negative findings by Chaudhry et al. (2010), it may be difficult to clear the misconception that telemonitoring is synonymous with remote patient monitoring. Researchers at the Semnan University of Medical Science have determined that while Remote Patient Monitoring is a more feasible type of care for elderly people at home, especially during a difficult period like the ongoing COVID-19 pandemic, it is difficult for physicians to maintain control over their care while not under their supervision.
The lack of standardization of RPM nomenclature and definition makes it difficult to differentiate between different forms of patient monitoring involving technology. Different forms of RPM have varying effectiveness, with researchers supporting more resources going towards developing technologies which counter the pitfalls of these methods.
See also
*
Biotelemetry
*
eHealth
*
mHealth
mHealth (also written as m-health or mhealth) is an abbreviation for mobile health, a term used for the practice of medicine and public health supported by mobile devices.
The term is most commonly used in reference to using mobile communicatio ...
*
Telehealth
Telehealth is the distribution of Health care, health-related services and information via electronic information and telecommunications, telecommunication technologies. It allows long-distance patient and clinician contact, care, advice, reminde ...
References
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Medical monitoring
Telehealth