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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 of patients by their physicians, often to track physical symptoms,
chronic condition A chronic condition 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 course of the disease lasts for more than three mo ...
s, or post-hospitalization rehab. 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 is the transmission of information by various types of technologies over wire, radio, optical, or other electromagnetic systems. It has its origin in the desire of humans for communication over a distance greater than that fe ...
. 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 to actively management of illness when it occurs. Individuals engage in some form of self-care daily with food ...
processes such as home
hemodialysis Hemodialysis, also spelled haemodialysis, or simply dialysis, is a process of purifying the blood of a person whose kidneys are not working normally. This type of dialysis achieves the extracorporeal removal of waste products such as creatinin ...
. 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 Zoom may refer to: Technology Computing * Zoom (software), videoconferencing application * Page zooming, the ability to magnify or shrink a portion of a page on a computer display * Zooming user interface, a graphical interface allowing for image ...
,
Snapchat Snapchat is an American multimedia instant messaging app and service developed by Snap Inc., originally Snapchat Inc. One of the principal features of Snapchat is that pictures and messages are usually only available for a short time before the ...
, or even landline phones. Pilot programs for Remote Patient Monitoring began in the 1970's when
Kaiser Permanente Kaiser Permanente (; KP), commonly known simply as Kaiser, is an American integrated managed care consortium, based in Oakland, California, United States, founded in 1945 by industrialist Henry J. Kaiser and physician Sidney Garfield. Kaiser P ...
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, is an ongoing global pandemic of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The novel virus was first identif ...
, Remote Patient Monitoring has been used extensively and allowed for more fields such as
psychology Psychology is the scientific study of mind and behavior. Psychology includes the study of conscious and unconscious phenomena, including feelings and thoughts. It is an academic discipline of immense scope, crossing the boundaries betwe ...
or
cardiology 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 disease, heart failure, valvular heart d ...
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

RPM is second-generation technology for remote monitoring. The key features of RPM are


Reliable data.

The patient data collected from AI-enabled RPM devices are accurate and reliable. RPM devices use advanced algorithms to evaluate, test, and measure reports.


Upgraded level of Big Data Analysis

Advanced AI and Machine learning help identify, interpret, refine and analyze big data in a short span of time. For Example, through RPM, the alerts regarding blood pressure intimate the Healthcare provider. The healthcare provider prioritizes that case for treatment.


Automation

RPM devices provide automated responses in any health fluctuating situation of the patients. The healthcare provider acts promptly. These responses are helpful in reducing delays. RPM performs Repetitive tasks like weekly or monthly reports easily. For Example, wearable devices like smartwatches record blood pressure, oxygen level, pulse rate, etc. RCM automatically converts this data into reports. Patients and health care providers have access to this data.


Cyber security

RPM devices record the location, and patients' private information makes them vulnerable to privacy risks. RPM comes with a higher cyber security network to safeguard all stakeholders from security risks.


Accessibly

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 a device that produces an output signal for the purpose of sensing a physical phenomenon. In the broadest definition, a sensor is a device, module, machine, or subsystem that detects events or changes in its environment and sends ...
s on a device that is enabled by wireless communications to measure physiological parameters. *
Sensor A sensor is a device that produces an output signal for the purpose of sensing a physical phenomenon. In the broadest definition, a sensor is a device, module, machine, or subsystem that detects events or changes in its environment and sends ...
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 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 "blood pressure" r ...
and subjective patient data are collected by sensors on peripheral devices. Examples of peripheral devices are:
blood pressure cuff A sphygmomanometer ( ), a blood pressure monitor, or blood pressure gauge, is a device used to measure blood pressure, composed of an inflatable cuff to collapse and then release the artery under the cuff in a controlled manner, and a mercury ...
,
pulse oximeter Pulse oximetry is a noninvasive method for monitoring a person's 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 ...
, 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 a virus, the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The first known case was COVID-19 pandemic in Hubei, identified in Wuhan, China, in December ...
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 immunocompromisation, 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 a ...
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 long-term respiratory symptoms and airflow limitation. The main symptoms include shortness of breath and a cough, which may or may not produce ...
, 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 disorder which manifests as a set of related symptoms, which usually surfaces when the brain is damaged by injury or disease. The symptoms involve progressive impairments in memory, thinking, and behavior, which negatively affe ...
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 local area networking of devices and Internet access, allowing nearby digital devices to exchange data by radio wave ...
,
global positioning system The Global Positioning System (GPS), originally Navstar GPS, is a satellite-based radionavigation system owned by the United States government and operated by the United States Space Force. It is one of the global navigation satellite sy ...
(GPS) or radio frequency enables caregivers to locate wandering elders.


Diabetes

Diabetes Diabetes, also known as diabetes mellitus, is a group of metabolic disorders characterized by a high blood sugar level ( hyperglycemia) over a prolonged period of time. Symptoms often include frequent urination, increased thirst and increased ap ...
management requires control of multiple parameters:
blood pressure Blood pressure (BP) is the pressure of 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 "blood pressure" r ...
, 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, a group of signs and symptoms caused by an impairment of the heart's blood pumping function. Symptoms typically include shortness of breath, excessive fatigue, a ...
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 (dated, standard English, Australian, and historically in Canada), penitentiary (American English and Canadian English), detention center (or detention centre outside the US), correction center, correcti ...
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 academic health science center in Galveston, Texas. It is part of the University of Texas System. UTMB includes the oldest medical school in Texas, and has about 11,000 employees. In Febr ...
'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-related services and information via electronic information and telecommunication technologies. It allows long-distance patient and clinician contact, care, advice, reminders, education, intervention, mon ...
and telecare in the world, involving 6191 patients and 238 GP practices across three sites,
Newham The London Borough of Newham is a London borough created in 1965 by the London Government Act 1963. It covers an area previously administered by the Essex county boroughs of West Ham and East Ham, authorities that were both abolished by the s ...
,
Kent Kent is a county in South East England and one of the home counties. It borders Greater London to the north-west, Surrey to the west and East Sussex to the south-west, and Essex to the north across the estuary of the River Thames; it faces ...
and
Cornwall Cornwall (; kw, Kernow ) is a historic county and ceremonial county in South West England. It is recognised as one of the Celtic nations, and is the homeland of the Cornish people. Cornwall is bordered to the north and west by the Atlantic ...
. The trials were evaluated by:
City University London City, University of London, is a public research university in London, United Kingdom, and a member institution of the federal University of London. It was founded in 1894 as the Northampton Institute, and became a university when The City Univ ...
,
University of Oxford , mottoeng = The Lord is my light , established = , endowment = £6.1 billion (including colleges) (2019) , budget = £2.145 billion (2019–20) , chancellor ...
,
University of Manchester , mottoeng = Knowledge, Wisdom, Humanity , established = 2004 – University of Manchester Predecessor institutions: 1956 – UMIST (as university college; university 1994) 1904 – Victoria University of Manchester 1880 – Victoria Univer ...
,
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 char ...
,
Imperial College London Imperial College London (legally Imperial College of Science, Technology and Medicine) is a public research university in London, United Kingdom. Its history began with Prince Albert, consort of Queen Victoria, who developed his vision for a cu ...
and
London School of Economics , mottoeng = To understand the causes of things , established = , type = Public research university , endowment = £240.8 million (2021) , budget = £391.1 millio ...
. * 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-related services and information via electronic information and telecommunication technologies. It allows long-distance patient and clinician contact, care, advice, reminders, education, intervention, mon ...
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. Cost is also a barrier to its widespread use. There is a lack of reimbursement guidelines for RPM services, which may deter its incorporation into clinical practice. 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, or healthcare worker (sometimes abbreviated 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, physician (suc ...
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 In medicine, comorbidity - from Latin morbus ("sickness"), co ("together"), -ity (as if - several sicknesses together) - is the presence of one or more additional conditions often co-occurring (that is, concomitant or concurrent) with a primary c ...
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 Wireless communication (or just wireless, when the context allows) is the transfer of information between two or more points without the use of an electrical conductor, optical fiber or other continuous guided medium for the transfer. The most ...
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, sometimes shortened to InfoSec, 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 unauthorize ...
is a concern. Debate surrounds the potential
cybersecurity Computer security, cybersecurity (cyber security), or information technology security (IT security) is the protection of computer systems and networks from attack by malicious actors that may result in unauthorized information disclosure, the ...
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.


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. It is among the most prestigious peer-reviewed medical journals as well as the oldest continuously published one. Hist ...
, a randomized controlled 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 owned by Integrated Whale Media Investments and the Forbes family. Published eight times a year, it features articles on finance, industry, investing, and marketing topics. ''Forbes'' also re ...
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 Biotelemetry (or medical telemetry) involves the application of telemetry in biology, medicine, and other health care to remotely monitoring (medicine), monitor various vital signs of ambulatory patients. Application The most common usage for biote ...
*
Telehealth Telehealth is the distribution of health-related services and information via electronic information and telecommunication technologies. It allows long-distance patient and clinician contact, care, advice, reminders, education, intervention, mon ...
*
eHealth eHealth (also written e-health) is a relatively recent healthcare practice supported by electronic processes and communication, dating back to at least 1999. Usage of the term varies as it covers not just "Internet medicine" as it was conceived ...
*
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 communication ...


References

{{Reflist Medical monitoring Telehealth