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COVID-19 Watch + COVID-19 Pulse

Randomized Trial of Adding Pulse Oximetry to an Automated Text-messaging Program for Remotely Monitoring Patients at Home With COVID-19

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT04581863
Enrollment
2097
Registered
2020-10-09
Start date
2020-11-30
Completion date
2022-05-31
Last updated
2023-11-24

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Covid19

Brief summary

The clinical guidance for 90 percent of infected COVID-19 adult patients who do not meet eligibility for inpatient admission is to self-isolate. To support these patients, alternatives to in-person care are needed to manage an unpredictable clinical course; identify and intercept patients rapidly deteriorating at home, prevent viral spread during in-person visits; and minimize future surges in emergency departments (EDs). In addition, fingertip pulse oximeters have been proposed to improve in-home early detection of respiratory deteriorations but are untested and the operational infrastructure to support large-scale monitoring is limited. While telemedicine has been widely adopted during the pandemic as an alternative to conventional outpatient care, limited telemedicine access may be exacerbating observed disparities for Black and Latino patients. In our health system, Black and Latino patients used video-visits 15 percent less often than white patients. Text messaging and phone calls may improve healthcare access for communities of color, but the evidence for these telecommunication modalities to be effective and improve equity are limited. The University of Pennsylvania Health System (UPHS) developed and deployed COVID Watch to improve access to health care for COVID-19 patients who are self-isolating at home. COVID Watch sends twice-daily, scheduled text messages to assess patients for shortness of breath using a clinical algorithm to determine whether patients need an urgent escalation to a team of dedicated, on-call nurses within one hour. These nurses are supported by an on-call team of clinicians who can conduct urgent phone or video assessments. Patients can also trigger the algorithmic assessment independent of the scheduled messages. As of May 21, 2020, COVID Watch has managed 3,628 COVID-19 patients at home, of which 1,295 are confirmed COVID-19 positive; of these, 61 percent are Black or Latino, higher than the proportion of all UPHS COVID-19 positive patients that are Black or Latino (55 percent).

Detailed description

Most (80-90%) COVID-19 positive patients are asked to self-isolate at home because they do not qualify for home care or inpatient admission. Alternatives to in-person care are urgently needed to: (1) manage an unpredictable clinical course; (2) identify and intercept patients rapidly deteriorating at home, (3) prevent viral spread during in-person visits; and (4) triage symptoms to minimize surges to emergency departments (EDs). In addition, fingertip pulse oximeters (pulse oximetry) have been proposed to improve in-home early detection of respiratory deteriorations but are untested and the operational infrastructure to support large-scale monitoring is limited. While telemedicine has been widely adopted during the pandemic as an alternative to conventional outpatient care, worse COVID-19 outcomes observed among Black and Latino patients may be due, in part, to worse telemedicine access for these socially and medically disadvantaged groups. To improve in-home monitoring and health care access for patients with suspected or confirmed COVID-19, the health innovation team at University of Pennsylvania Health System (UPHS) developed COVID Watch, a free of charge, 24/7, automated, text message-based, home monitoring program across UPHS' large geographic catchment area. This study will answer the question, How does the addition of pulse oximetry affect clinical outcomes for COVID-19 patients? COVID Watch was first implemented on March 24, 2020 and has enrolled 3,628 patients through May 21, 2020 of which 1,295 were COVID-19 positive. Understanding the effect of COVID Watch with and without pulse oximetry on Black and Latino patients is important because communities of color have had disproportionately higher rates of COVID-19 morbidity and mortality nationally, and locally in Pennsylvania, ranking 5th total deaths, and New Jersey, ranking 2nd. Symptom monitoring apps and programs are commercially available. However, COVID Watch is uniquely embedded into its host healthcare system, UPHS. Patients are enrolled using the electronic medical record (EMR), escalations are addressed by UPHS nurses, and they are referred to UPHS-based telemedicine, primary care, and social services when appropriate. COVID Watch is a scalable operational platform for monitoring patients with home pulse oximetry readings. Whether remote monitoring with or without pulse oximetry helps COVID-19 patients stay safe at home is an urgent, patient-centered question. Finally, with COVID-19 surges projected in late 2020, health systems will need to be prepared with evidence-based strategies for managing more COVID-19 patients at home. COVID Watch (https://covidwatch.waytohealth.org/) is powered by UPHS' NIH-funded research and operational texting platform (www.waytohealth.org), integrated with UPHS' EMR. Since hypoxemia is the primary driver of admission and fatality among COVID-19 patients, the investigators focused the algorithm on shortness of breath, our closest approximation for concerning hypoxemia. Given the rapid and unpredictable decompensation of COVID-19 patients, patients receive clinical support 24 hours/day, 7 days/week. COVID Watch sends twice-daily, scheduled text messages to assess patients for shortness of breath using an algorithm to determine whether patients need an urgent escalation to a team of dedicated nurses within 1 hour. These nurses are supported by an on-call team of clinicians who can conduct urgent phone or video assessments. At each level patients' clinical needs are either managed with self-care advice, prescriptions, or a referral to the ED. The majority of COVID Watch patients (83.7%) have been enrolled by outpatient providers conducting telephone and video visits; 8.7% and 7.6% have been enrolled at ED and inpatient discharge, respectively. The program is available at all six of UPHS's hospitals and EDs, and all 530 affiliated ambulatory settings using the EMR. Any clinical staff member (e.g., RN, physician, medical assistants) logged on to the EMR is able to enroll patients. Patients can also trigger the algorithmic assessment independent of the scheduled messages. Patients only continue the intervention if they are agreeable (opt-out) and can stop anytime. Patients are scheduled to be in COVID Watch for 14 days, with the option to extend to 21 days if interested. A Spanish-language version of COVID Watch was made available to patients on May 18, 2020, with nurses using translation lines to communicate with patients. COVID Watch engagement is high. To date, nearly 80% of enrolled patients have engaged with the program, defined as responding to scheduled text messages at least once every two days. RNs have managed over 600 calls with a mean response time (median) of 25 minutes (11 minutes). Of the calls, 37% were asked to continue to monitor at home, 41% were scheduled for an urgent follow-up telemedicine visit, and 9% were sent to the ED for emergent evaluation. The investigative team provides a conceptual model of how adding home pulse oximetry may potentially improve outcomes. Preventing or aggressively treating respiratory failure is essential for patients infected with COVID-19. Among all infected patients, an estimated 10-20% of patients with COVID-19 develop severe illness requiring hospitalization, of which 30-40% develop critical illness requiring support in an intensive care unit. Among the critically ill, respiratory failure is common and results from acute hypoxemic respiratory failure due to acute respiratory distress syndrome (ARDS). ARDS is a clinical manifestation of pulmonary tissue inflammation, preventing the exchange of oxygen between inhaled air and blood circulating in patients' lungs (hypoxemia). Increasing the concentration of oxygen in the air that patients breathe (e.g., supplemental oxygen) and reducing the degree of pulmonary inflammation can support patients with COVID-19 by reducing the severity of hypoxemia and providing sufficient oxygen supply to vital organs. Measures of pulse oximetry - the oxygen saturation in the blood - can provide an objective measure to identify which patients have or are beginning to experience declines in their respiratory function. The investigators' conceptual model is based on emerging evidence that early medical interventions can improve clinical outcomes for COVID-19, resulting in less severe clinical sequelae and reduced mortality. For COVID-19 patients requiring supplemental oxygen, new preliminary data from a large multicenter randomized controlled trial of dexamethasone indicates that patients have markedly reduced mortality when given dexamethasone. This corticosteroid likely reduces pulmonary inflammation and prevents the development of severe ARDS. These findings suggest that earlier treatment for patients who develop more severe forms of COVID-19 may prevent unwanted outcomes. Secondly, there is additional evidence that remdesivir can speed recovery and reduce hospital days among patients with COVID-19. Finally, there is promising data that simple changes in ED care and hospital practices may improve outcomes. For example, awake proning, which involves positioning an awake, non-intubated patients at regular intervals onto their abdomen with their face down can enable greater recruitment of lung tissue for oxygen exchange and reduce the need for subsequent intubation and mechanical ventilation. These sorts of interventions can reduce the days that patients spend in the hospital, prevent complications such as ventilator associated pneumonia, and reduce mortality related to COVID-19. Respiratory decline needs to be identified early for patients to benefit from early medical interventions. Respiratory decline can be (a) signaled when patients report the sensation of feeling shortness of breath or difficulty breathing (i.e., dyspnea), or (b) identified when the concentration of oxygen in patients' blood or oxygen saturation are objectively measured. Current models of care (Usual Care), even with expanded telemedicine access, rely on patients contacting providers - a reactive process. This reactive process can delay care because most primary care practices use an intermediary (e.g., a staff member or message inbox) to screen communications for busy clinicians. Many practices do not respond to patients' concerns efficiently overnight or on weekends. These processes frustrate patients because they are concerned about contacting their providers for mild changes, irrespective of the time or day the event is occurring, because they are concerned about respiratory failure. This process is even harder for patients with limited primary care or telemedicine access or language barriers, problems disproportionately faced by Black and Latino communities. In contrast, COVID Watch is a proactive process, requesting patients report symptoms twice a day, and patients can trigger a phone call to a nurse within an hour by simply texting. COVID Watch + pulse oximetry mirrors COVID Watch but can proactively detect respiratory decline using an objective measure of oxygen saturation. In addition, COVID Watch is available free of charge and is now available in Spanish, with over 85 Spanish speaking patients enrolled to date. To not overburden emergency departments (EDs), respiratory decline needs to be identified accurately. Both unnecessary escalations of care to the ED for patients with mild COVID-19 and delayed detection of respiratory decline in patients with severe COVID-19 may occur when managing patients with COVID-19. For usual care and COVID Watch, clinicians are reliant on the subjective sensation of dyspnea. Dyspnea is concerning enough that patients are often redirected to an urgent care center or emergency department so patients can have their oxygen saturation measured. Referring patients with an oxygen saturation \<94% would justify redirecting patients to the ED for additional clinical evaluation and supportive therapy. Referring patients with mild dyspnea who turn out to have a normal oxygen saturation may be a burden to patients and their families and requires additional resource from EDs and hospitals. During times of rapid rises in community infection rates, or surges, efficient resource allocations are imperative for supporting patients who are critically ill. At the same time, patients still benefit from enhanced connections with clinical providers to reassure them that they are not experiencing respiratory decline. COVID Watch, supplemented by pulse oximetry, could provide this highly responsive team of clinicians objective data so they can accurately assess a patient's respiratory state. In an alternative scenario, patients may have low oxygen saturation without the sensation of dyspnea, a phenomenon unique to COVID-19 infected patients, and is commonly known as silent or happy hypoxemia. These patients receive medical interventions late because they are unaware they are hypoxemic. There have been reports of COVID-19 patients arriving in EDs with profoundly low oxygen saturation levels with relatively little or no dyspnea. This has led to proposals to use home pulse oximetry to detect silent hypoxemia which have been widely reported in the media (e.g. New York Times) and resuscitation medicine forums. To address this phenomenon, the Vermont Department of Public Health has implemented a program to mail pulse oximeters to newly diagnosed COVID-19 cases 24-48 hours after contact tracing interviews. But as reported in Science: No one, however, has studied whether early detection of hypoxia might head off bad outcomes. Some physicians believe pulse oximeters are best used with a doctor's guidance, perhaps through telemedicine. With many COVID-19 patients frightened to visit a hospital and arriving only when their symptoms have dangerously advanced, doctors also wonder whether home monitoring could hasten treatment-and whether, for some, that could make all the difference. Based on lack of studies determining whether pulse oximetry can hasten treatment for patients deteriorating at home relative to the current standard of care in the health system of automated text messaging paired with telemedicine, the investigators believe there is equipoise between these two treatment strategies: automated text messaging with telemedicine vs. automated text messaging with telemedicine plus pulse oximetry. Therefore, a randomized comparison is needed to guide health system programs to better address this pandemic.

Interventions

DEVICEpulse oximeter

Patients will be prompted twice daily to text their oxygen saturation level after walking in place for 1 minute. If the oxygen saturation is \>3% lower than than the baseline first O2 sat measurement, or if it falls below an absolute level of 90%, the patient will receive an immediate call from the same on-call RN's for COVID Watch and undergo the same triage protocol .

OTHERCOVID Watch

Enrolled patients receive text-based assessments, two times a day for 14 days and escalates care to a nurse via telemedicine for any reported worsening of symptoms not severe enough to recommend going to the ED immediately.

Sponsors

Patient-Centered Outcomes Research Institute
CollaboratorOTHER
University of Pennsylvania
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
SUPPORTIVE_CARE
Masking
NONE

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

* patients with suspected or confirmed COVID-19 started on COVID Watch as routine care via (1) outpatient COVID-19 testing or (2) who were tested for COVID-19 and discharged from the ED.

Exclusion criteria

* less than 18 years of age * were provided a pulse oximeter upon discharge from the ED (available for distribution as usual care for patients with suspected COVID-19 being discharged from the ED with an ED pulse ox less than 95%, who have an infiltrate on chest x-ray, are greater than 60 years of age, or who are deemed by the ED clinician to have significant comorbid conditions).

Design outcomes

Primary

MeasureTime frameDescription
Difference in Days Alive and Out of Hospital30 daysPrimary outcome will be reported for patients who are confirmed to be COVID positive. Outcomes include time-based and categorical clinical outcomes. Time-based measures will be assessed at 30 days and begin when a COVID-19 patient was tested (e.g., nasopharyngeal swab) in outpatient and ED settings, or starting at the time of discharge from the hospital if enrolled in COVID Watch as an inpatient. Staying safe and out of the hospital using Days Alive and Out of Hospital (DAOH) since the date of the positive COVID-19 test. Initial analyses will include in-hospital deaths. Deaths that occur outside the hospital in 2020 will be added to a follow up analysis when National Death Index (NDI) becomes available (est. January 2021).

Other

MeasureTime frameDescription
Self-reported Anxiety Among COVID-19 Positive Patients0, 7, and 14 daysPatients were asked to rate their anxiety (1=very worried to 5=not at all worried) on Day 0, 7, and 14.
Self-perception of Confidence in Managing Illness Among COVID-19 Positive Patients0, 7, and 14 daysPatients were asked to rate their confidence that they could manage their symptoms at home (1=not at all confident to 5=very confident) on Day 0, 7, and 14.
Self-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive Patients0, 7, and 14 daysPatients were asked to rate how helpful these found the program (1=not at all helpful to 5=very helpful) on Day 0, 7, and 14.
Mortality Among COVID-19 Positive Patients30 daysThe count of participants encompasses all deaths in each arm. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange.
Mortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients30 daysThe count of participants encompasses all deaths with respect to each arm and each race/ethnic group. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange.
Health Care Utilization (Outpatient, Emergency Department, and Inpatient Care)30 daysThe mean number of visits/hospitalizations is per patient. Emergency and Hospitalizations include patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange. Office visits are within the Penn health system and do not include patients who presented to any of 53 hospitals outside the Penn health system captured in the regional health information exchange.
Health Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients30 daysThe mean number of visits/hospitalizations is per patient. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange. Office visits are within the Penn health system and do not include patients who presented to any of 53 hospitals outside the Penn health system captured in the regional health information exchange.
Days Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients30 daysThe mean number of days is per person. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange.
Timing of Remote Monitoring Escalations to Clinician30 daysMean represents average clinician response time in minutes to escalations.
Self-Reported Symptom Self-Management Among COVID-19 Positive Patients30 daysPatients were asked after an escalation to a clinician how they would have self-managed their COVID symptoms if not for the COVID Watch program (A. Gone to ER, B. Contacted my doctor, C. Stayed at home, or D. Other).
Days Between Program Enrollment and Home Pulse Oximetry Initiation30 daysSpO2 denotes peripheral capillary oxygen saturation. This is the number of days between when patients were enrolled to when they initiated the pulse oximetry. This only applies to the COVID Watch + Pulse Oximeter patients.
Timing of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency Department30 daysDays from enrollment to ED return visit includes patients who presented to any of 53 hospitals outside the health system captured in the regional health information exchange. ED denotes Emergency Department. Days from enrollment to ED return visit in Penn Health System does not include patients who presented to any of 53 hospitals outside the health system captured in the regional health information exchange. ED denotes Emergency Department.
Severity of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency Department as Measured by Oxygen Saturation30 daysLowest recorded oxygen saturation percentage does not include patients who presented to any of 53 hospitals outside the health system captured in the regional health information exchange. ED denotes Emergency Department.
Incidence of Subsequent Emergency Department Referrals30 daysTotal escalations represent number of total escalations, including multiple from same patient. Clinical recommendations, including referrals, followed an pre-specified clinical protocol
Incidence of Remote Monitoring Escalations to Clinician30 daysEscalations to a clinician represents the number of unique patients who escalated to a clinician one or more times throughout enrollment per their allocated study.

Countries

United States

Participant flow

Participants by arm

ArmCount
COVID Watch
COVID Watch provides text-based assessments, two times a day for 14 days and escalates care to a nurse via telemedicine for any reported worsening of symptoms not severe enough to recommend going to the ED immediately. This service is provided free of charge to patients, a benefit to patients without insurance or established primary care. UPHS already offers a version of COVID Watch with pulse oximetry to patients with COVID-19 being discharged from the ED who meet specific criteria: a discharge pulse ox less than 95%, an infiltrate on chest x-ray, are or age of 60 years or older, or who are deemed by the ED clinician to have significant comorbid conditions. COVID Watch: Enrolled patients receive text-based assessments, two times a day for 14 days and escalates care to a nurse via telemedicine for any reported worsening of symptoms not severe enough to recommend going to the ED immediately.
1,024
COVID Watch + Pulse Oximeter
This arm is COVID Watch + pulse oximeter device. Patients sent a pulse oximeter will be prompted twice daily to text their oxygen saturation level after walking in place for 1 minute. If the oxygen saturation is \>3% lower than than the baseline first O2 sat measurement, or if it falls below an absolute level of 90%, the patient will receive an immediate call from the same on-call RN's for COVID Watch and undergo the same triage protocol . pulse oximeter: Patients will be prompted twice daily to text their oxygen saturation level after walking in place for 1 minute. If the oxygen saturation is \>3% lower than than the baseline first O2 sat measurement, or if it falls below an absolute level of 90%, the patient will receive an immediate call from the same on-call RN's for COVID Watch and undergo the same triage protocol . COVID Watch: Enrolled patients receive text-based assessments, two times a day for 14 days and escalates care to a nurse via telemedicine for any reported worsening of symptoms not severe enough to recommend going to the ED immediately.
1,025
Total2,049

Withdrawals & dropouts

PeriodReasonFG000FG001
Overall StudyPatients in alternate home program (e.g., home health care, inpatient rehab, etc.) were unenrolled.1731

Baseline characteristics

CharacteristicCOVID WatchCOVID Watch + Pulse OximeterTotal
Age, Customized
40-49 yo
173 Participants156 Participants329 Participants
Age, Customized
<40 yo
35 Participants364 Participants399 Participants
Age, Customized
50-59 yo
198 Participants229 Participants427 Participants
Age, Customized
60-69 yo
179 Participants161 Participants340 Participants
Age, Customized
70 or older
116 Participants115 Participants231 Participants
Insurance Coverage, n (%)
Blue Cross, Blue Shield, Commercial, or Managed Care
340 Participants302 Participants642 Participants
Insurance Coverage, n (%)
Medicaid or Managed Medicaid
125 Participants108 Participants233 Participants
Insurance Coverage, n (%)
Medicare or Managed Medicare
137 Participants137 Participants274 Participants
Insurance Coverage, n (%)
Other
422 Participants422 Participants844 Participants
Pre-Existing Conditions, n (%)
Asthma
123 Participants130 Participants253 Participants
Pre-Existing Conditions, n (%)
Atrial fibrillation
37 Participants44 Participants81 Participants
Pre-Existing Conditions, n (%)
Cancer
103 Participants109 Participants212 Participants
Pre-Existing Conditions, n (%)
Chronic heart failure
25 Participants26 Participants51 Participants
Pre-Existing Conditions, n (%)
Chronic kidney disease
51 Participants50 Participants101 Participants
Pre-Existing Conditions, n (%)
Chronic obstructive pulmonary disease
29 Participants34 Participants63 Participants
Pre-Existing Conditions, n (%)
Diabetes
156 Participants159 Participants315 Participants
Pre-Existing Conditions, n (%)
History of substance use
15 Participants12 Participants27 Participants
Pre-Existing Conditions, n (%)
History of transplant
31 Participants39 Participants70 Participants
Pre-Existing Conditions, n (%)
Hyperlipidemia
247 Participants259 Participants506 Participants
Pre-Existing Conditions, n (%)
Hypertension
334 Participants329 Participants663 Participants
Pre-Existing Conditions, n (%)
Venous thromboembolism
29 Participants42 Participants71 Participants
Race/Ethnicity, Customized
Hispanic
63 Participants75 Participants138 Participants
Race/Ethnicity, Customized
Non-Hispanic Black
347 Participants350 Participants697 Participants
Race/Ethnicity, Customized
Non-Hispanic White
499 Participants495 Participants994 Participants
Race/Ethnicity, Customized
Other/Unknown
115 Participants105 Participants220 Participants
Sex: Female, Male
Female
611 Participants607 Participants1218 Participants
Sex: Female, Male
Male
413 Participants418 Participants831 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
3 / 1,0245 / 1,025
other
Total, other adverse events
0 / 1,0240 / 1,025
serious
Total, serious adverse events
0 / 1,0240 / 1,025

Outcome results

Primary

Difference in Days Alive and Out of Hospital

Primary outcome will be reported for patients who are confirmed to be COVID positive. Outcomes include time-based and categorical clinical outcomes. Time-based measures will be assessed at 30 days and begin when a COVID-19 patient was tested (e.g., nasopharyngeal swab) in outpatient and ED settings, or starting at the time of discharge from the hospital if enrolled in COVID Watch as an inpatient. Staying safe and out of the hospital using Days Alive and Out of Hospital (DAOH) since the date of the positive COVID-19 test. Initial analyses will include in-hospital deaths. Deaths that occur outside the hospital in 2020 will be added to a follow up analysis when National Death Index (NDI) becomes available (est. January 2021).

Time frame: 30 days

ArmMeasureValue (MEAN)Dispersion
COVID WatchDifference in Days Alive and Out of Hospital29.5 daysStandard Deviation 2.3
COVID Watch + Pulse OximeterDifference in Days Alive and Out of Hospital29.4 daysStandard Deviation 2.8
Other Pre-specified

Days Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients

The mean number of days is per person. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange.

Time frame: 30 days

ArmMeasureValue (MEAN)Dispersion
COVID WatchDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.3 DaysStandard Deviation 2.6
COVID Watch + Pulse OximeterDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.4 DaysStandard Deviation 1.5
COVID Positive White Patients - ControlDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.6 DaysStandard Deviation 2.4
COVID Positive Other/Unknown Patients - ControlDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.6 DaysStandard Deviation 1.5
COVID Positive Black Patients - InterventionDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.5 DaysStandard Deviation 0.4
COVID Positive White Patients - InterventionDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.3 DaysStandard Deviation 3
COVID Positive Hispanic Patients - InterventionDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.1 DaysStandard Deviation 4
COVID Positive Other/Unknown Patients - InterventionDays Alive and Out of Hospital (DAOH) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients29.3 DaysStandard Deviation 3
Other Pre-specified

Days Between Program Enrollment and Home Pulse Oximetry Initiation

SpO2 denotes peripheral capillary oxygen saturation. This is the number of days between when patients were enrolled to when they initiated the pulse oximetry. This only applies to the COVID Watch + Pulse Oximeter patients.

Time frame: 30 days

Population: The control arm was not given pulse oximeters for SpO2 to be measured as per study design.

ArmMeasureValue (MEAN)Dispersion
COVID WatchDays Between Program Enrollment and Home Pulse Oximetry Initiation2.4 DaysStandard Deviation 2.4
Other Pre-specified

Health Care Utilization (Outpatient, Emergency Department, and Inpatient Care)

The mean number of visits/hospitalizations is per patient. Emergency and Hospitalizations include patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange. Office visits are within the Penn health system and do not include patients who presented to any of 53 hospitals outside the Penn health system captured in the regional health information exchange.

Time frame: 30 days

ArmMeasureGroupValue (MEAN)Dispersion
COVID WatchHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care)Office Visits within the Health System0.2 Number of Visits/HospitalizationsStandard Deviation 0.6
COVID WatchHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care)ED Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.4
COVID WatchHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care)Hospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Watch + Pulse OximeterHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care)Office Visits within the Health System0.2 Number of Visits/HospitalizationsStandard Deviation 0.6
COVID Watch + Pulse OximeterHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care)ED Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Watch + Pulse OximeterHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care)Hospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
Other Pre-specified

Health Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive Patients

The mean number of visits/hospitalizations is per patient. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange. Office visits are within the Penn health system and do not include patients who presented to any of 53 hospitals outside the Penn health system captured in the regional health information exchange.

Time frame: 30 days

ArmMeasureGroupValue (MEAN)Dispersion
COVID WatchHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.4
COVID WatchHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.2 Number of Visits/HospitalizationsStandard Deviation 0.4
COVID WatchHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.5
COVID Watch + Pulse OximeterHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Watch + Pulse OximeterHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.4
COVID Watch + Pulse OximeterHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive White Patients - ControlHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.2
COVID Positive White Patients - ControlHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive White Patients - ControlHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.2 Number of Visits/HospitalizationsStandard Deviation 0.6
COVID Positive Other/Unknown Patients - ControlHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive Other/Unknown Patients - ControlHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.0 Number of Visits/HospitalizationsStandard Deviation 0.2
COVID Positive Other/Unknown Patients - ControlHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.4
COVID Positive Black Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.2 Number of Visits/HospitalizationsStandard Deviation 0.4
COVID Positive Black Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive Black Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive White Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.0 Number of Visits/HospitalizationsStandard Deviation 0.2
COVID Positive White Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive White Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.2 Number of Visits/HospitalizationsStandard Deviation 0.6
COVID Positive Hispanic Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive Hispanic Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive Hispanic Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.1 Number of Visits/HospitalizationsStandard Deviation 0.6
COVID Positive Other/Unknown Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsHospitalizations0.1 Number of Visits/HospitalizationsStandard Deviation 0.3
COVID Positive Other/Unknown Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsOutpatient Office Visits0.2 Number of Visits/HospitalizationsStandard Deviation 0.4
COVID Positive Other/Unknown Patients - InterventionHealth Care Utilization (Outpatient, Emergency Department, and Inpatient Care) by Racial/Ethnic Subgroups Among COVID-19 Positive PatientsED Visits0.0 Number of Visits/HospitalizationsStandard Deviation 0.2
Other Pre-specified

Incidence of Remote Monitoring Escalations to Clinician

Escalations to a clinician represents the number of unique patients who escalated to a clinician one or more times throughout enrollment per their allocated study.

Time frame: 30 days

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
COVID WatchIncidence of Remote Monitoring Escalations to Clinician108 Participants
COVID Watch + Pulse OximeterIncidence of Remote Monitoring Escalations to Clinician242 Participants
Other Pre-specified

Incidence of Subsequent Emergency Department Referrals

Total escalations represent number of total escalations, including multiple from same patient. Clinical recommendations, including referrals, followed an pre-specified clinical protocol

Time frame: 30 days

ArmMeasureValue (NUMBER)
COVID WatchIncidence of Subsequent Emergency Department Referrals10 referrals
COVID Watch + Pulse OximeterIncidence of Subsequent Emergency Department Referrals13 referrals
Other Pre-specified

Mortality Among COVID-19 Positive Patients

The count of participants encompasses all deaths in each arm. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange.

Time frame: 30 days

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
COVID WatchMortality Among COVID-19 Positive Patients3 Participants
COVID Watch + Pulse OximeterMortality Among COVID-19 Positive Patients5 Participants
Other Pre-specified

Mortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients

The count of participants encompasses all deaths with respect to each arm and each race/ethnic group. This data includes patients who presented to a health system hospital or any of 53 hospitals outside the health system captured in the regional health information exchange.

Time frame: 30 days

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
COVID WatchMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients0 Participants
COVID Watch + Pulse OximeterMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients0 Participants
COVID Positive White Patients - ControlMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients1 Participants
COVID Positive Other/Unknown Patients - ControlMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients2 Participants
COVID Positive Black Patients - InterventionMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients1 Participants
COVID Positive White Patients - InterventionMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients2 Participants
COVID Positive Hispanic Patients - InterventionMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients0 Participants
COVID Positive Other/Unknown Patients - InterventionMortality by Racial/Ethnic Subgroups Among COVID-19 Positive Patients2 Participants
Other Pre-specified

Self-perception of Confidence in Managing Illness Among COVID-19 Positive Patients

Patients were asked to rate their confidence that they could manage their symptoms at home (1=not at all confident to 5=very confident) on Day 0, 7, and 14.

Time frame: 0, 7, and 14 days

ArmMeasureGroupValue (MEAN)Dispersion
COVID WatchSelf-perception of Confidence in Managing Illness Among COVID-19 Positive PatientsDay 04.3 score on a scaleStandard Deviation 1
COVID WatchSelf-perception of Confidence in Managing Illness Among COVID-19 Positive PatientsDay 74.4 score on a scaleStandard Deviation 0.9
COVID WatchSelf-perception of Confidence in Managing Illness Among COVID-19 Positive PatientsDay 144.5 score on a scaleStandard Deviation 0.9
COVID Watch + Pulse OximeterSelf-perception of Confidence in Managing Illness Among COVID-19 Positive PatientsDay 04.3 score on a scaleStandard Deviation 1
COVID Watch + Pulse OximeterSelf-perception of Confidence in Managing Illness Among COVID-19 Positive PatientsDay 74.5 score on a scaleStandard Deviation 0.8
COVID Watch + Pulse OximeterSelf-perception of Confidence in Managing Illness Among COVID-19 Positive PatientsDay 144.5 score on a scaleStandard Deviation 0.8
Other Pre-specified

Self-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive Patients

Patients were asked to rate how helpful these found the program (1=not at all helpful to 5=very helpful) on Day 0, 7, and 14.

Time frame: 0, 7, and 14 days

ArmMeasureGroupValue (MEAN)Dispersion
COVID WatchSelf-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive PatientsDay 04.2 score on a scaleStandard Deviation 1.1
COVID WatchSelf-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive PatientsDay 74.4 score on a scaleStandard Deviation 1
COVID WatchSelf-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive PatientsDay 144.6 score on a scaleStandard Deviation 0.8
COVID Watch + Pulse OximeterSelf-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive PatientsDay 04.3 score on a scaleStandard Deviation 1
COVID Watch + Pulse OximeterSelf-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive PatientsDay 74.1 score on a scaleStandard Deviation 1.2
COVID Watch + Pulse OximeterSelf-perception of Program Helpfulness in Managing Illness Among COVID-19 Positive PatientsDay 144.3 score on a scaleStandard Deviation 1.1
Other Pre-specified

Self-reported Anxiety Among COVID-19 Positive Patients

Patients were asked to rate their anxiety (1=very worried to 5=not at all worried) on Day 0, 7, and 14.

Time frame: 0, 7, and 14 days

ArmMeasureGroupValue (MEAN)Dispersion
COVID WatchSelf-reported Anxiety Among COVID-19 Positive Patients7 days2.3 score on a scaleStandard Deviation 1.3
COVID WatchSelf-reported Anxiety Among COVID-19 Positive Patients14 days2.0 score on a scaleStandard Deviation 1.2
COVID WatchSelf-reported Anxiety Among COVID-19 Positive Patients0 days2.9 score on a scaleStandard Deviation 1.3
COVID Watch + Pulse OximeterSelf-reported Anxiety Among COVID-19 Positive Patients0 days2.8 score on a scaleStandard Deviation 1.3
COVID Watch + Pulse OximeterSelf-reported Anxiety Among COVID-19 Positive Patients7 days2.3 score on a scaleStandard Deviation 1.3
COVID Watch + Pulse OximeterSelf-reported Anxiety Among COVID-19 Positive Patients14 days2.0 score on a scaleStandard Deviation 1.3
Other Pre-specified

Self-Reported Symptom Self-Management Among COVID-19 Positive Patients

Patients were asked after an escalation to a clinician how they would have self-managed their COVID symptoms if not for the COVID Watch program (A. Gone to ER, B. Contacted my doctor, C. Stayed at home, or D. Other).

Time frame: 30 days

Population: A single participant could be escalated multiple times.

ArmMeasureGroupValue (COUNT_OF_UNITS)
COVID WatchSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsGone to the ER28 Escalations
COVID WatchSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsOther1 Escalations
COVID WatchSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsContacted my doctor43 Escalations
COVID WatchSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsMissing Responses76 Escalations
COVID WatchSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsStayed at home24 Escalations
COVID Watch + Pulse OximeterSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsMissing Responses120 Escalations
COVID Watch + Pulse OximeterSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsStayed at home68 Escalations
COVID Watch + Pulse OximeterSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsGone to the ER49 Escalations
COVID Watch + Pulse OximeterSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsContacted my doctor111 Escalations
COVID Watch + Pulse OximeterSelf-Reported Symptom Self-Management Among COVID-19 Positive PatientsOther18 Escalations
Other Pre-specified

Severity of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency Department as Measured by Oxygen Saturation

Lowest recorded oxygen saturation percentage does not include patients who presented to any of 53 hospitals outside the health system captured in the regional health information exchange. ED denotes Emergency Department.

Time frame: 30 days

ArmMeasureValue (MEAN)Dispersion
COVID WatchSeverity of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency Department as Measured by Oxygen Saturation96.9 Oxygen Saturation (%)Standard Deviation 1.9
COVID Watch + Pulse OximeterSeverity of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency Department as Measured by Oxygen Saturation94.9 Oxygen Saturation (%)Standard Deviation 4.9
Other Pre-specified

Timing of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency Department

Days from enrollment to ED return visit includes patients who presented to any of 53 hospitals outside the health system captured in the regional health information exchange. ED denotes Emergency Department. Days from enrollment to ED return visit in Penn Health System does not include patients who presented to any of 53 hospitals outside the health system captured in the regional health information exchange. ED denotes Emergency Department.

Time frame: 30 days

ArmMeasureGroupValue (MEAN)Dispersion
COVID WatchTiming of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency DepartmentDays from enrollment to ED return visit10.0 DaysStandard Deviation 7.5
COVID WatchTiming of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency DepartmentDays from enrollment to ED return visit in Penn Health System10.1 DaysStandard Deviation 7.5
COVID Watch + Pulse OximeterTiming of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency DepartmentDays from enrollment to ED return visit9.1 DaysStandard Deviation 7.1
COVID Watch + Pulse OximeterTiming of Initial Presentation of Covid-19 Positive Patients Who Returned to Emergency DepartmentDays from enrollment to ED return visit in Penn Health System9.0 DaysStandard Deviation 7.2
Other Pre-specified

Timing of Remote Monitoring Escalations to Clinician

Mean represents average clinician response time in minutes to escalations.

Time frame: 30 days

ArmMeasureValue (MEAN)Dispersion
COVID WatchTiming of Remote Monitoring Escalations to Clinician29.7 minutesStandard Deviation 34
COVID Watch + Pulse OximeterTiming of Remote Monitoring Escalations to Clinician27.8 minutesStandard Deviation 40.5

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026