- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT04623138
A Virtual Prospective Study Exploring Activity Trackers and COVID-19 Infections
December 20, 2021 updated by: Evidation Health
A Decentralized, Prospective Study Exploring the Relationship Between Passively-collected Data From Wearable Activity Devices and SARS-CoV-2 Infection
Prospective, observational, exploratory study exploring the relationship between passively-collected data from wearable activity devices and SARS-CoV-2 infection
Study Overview
Status
Completed
Conditions
Study Type
Observational
Enrollment (Actual)
847
Contacts and Locations
This section provides the contact details for those conducting the study, and information on where this study is being conducted.
Study Locations
-
-
California
-
San Mateo, California, United States, 94402
- Evidation Health
-
-
Participation Criteria
Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.
Eligibility Criteria
Ages Eligible for Study
18 years and older (Adult, Older Adult)
Accepts Healthy Volunteers
Yes
Genders Eligible for Study
All
Sampling Method
Non-Probability Sample
Study Population
Adult participants (ages 18+) who reside in the contiguous United States and are at elevated risk of contracting COVID-19.
Description
Inclusion Criteria:
- Adults 18+ years of age
- Lives in the United States
- Speaks, reads, and understands English
- Willing and able to use and wear a wrist-worn activity device daily, during the day and during sleep, or as much as is possible, for the duration of the study
- Meets minimum software and device requirements for the wrist-worn activity device (Apple iOS 12 and up, Android version 6.0 and up)
- Willing to answer daily, weekly and monthly surveys for the duration of the study
- Willing to provide weekly self-collected saliva samples, plus one additional sample if prompted to do so (up to 9 total samples), and ship back the sample(s) within 24 hours of sample collection
Exclusion Criteria:
- Self-reported previous diagnosis of COVID-19
- Currently participating in any type of clinical trial
- Lives in the District of Columbia (Washington D.C.), Alaska, Hawaii, Arizona, Nevada, U.S. military base located overseas, or U.S. territories (Puerto Rico, U.S. Virgin Islands, Guam, Northern Mariana Island, or American Samoa)
Study Plan
This section provides details of the study plan, including how the study is designed and what the study is measuring.
How is the study designed?
Design Details
Cohorts and Interventions
Group / Cohort |
|---|
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Garmin Study Device Group
Individuals who are randomly assigned to receive the Garmin vívosmart® 4
|
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Empatica Study Device Group
Individuals who are randomly assigned to receive the Empatica E4
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Development of database containing physiological, behavioral data in combination with SARS-CoV-2 infection
Time Frame: Through study completion, an average of 7 months
|
To develop a database of physiological and behavioral data via wearable devices and self-reported questionnaires (e.g.,symptoms) combined with laboratory confirmation of SARS- CoV-2 infection.
|
Through study completion, an average of 7 months
|
|
Correlation between SARS-CoV-2 infection and collected wearable data and self-reported data
Time Frame: Through study completion, an average of 7 months
|
Physiological and behavioral data from wearable devices (Garmin vivosmart 4, Empatica E4) , patient self-reported data questionnaires (includes but is not limited to demographics, symptoms, medical history, lifestyle, comorbidities, and Medical care utilization), and laboratory diagnostic confirmation of SARS-CoV-2 infection.
|
Through study completion, an average of 7 months
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Lift of the analytical models as expressed as the ratio of COVID-19+ recall (COVID-19+ cases detected by model as a percentage of total positive cases)/Healthy false positives (healthy cases detected by the model as being COVID-19+).
Time Frame: Through study completion, an average of 7 months
|
Lift is a measure of model performance and will be evaluated at multiple timepoints along the infection time-course (for example, 1 day prior to illness onset, onset, day 3, etc.)
|
Through study completion, an average of 7 months
|
Collaborators and Investigators
This is where you will find people and organizations involved with this study.
Sponsor
Collaborators
Investigators
- Principal Investigator: Ernesto Ramirez, PhD, Evidation Health
- Principal Investigator: Luca Foschini, PhD, Evidation Health
Publications and helpful links
The person responsible for entering information about the study voluntarily provides these publications. These may be about anything related to the study.
General Publications
- Wu Z, McGoogan JM. Characteristics of and Important Lessons From the Coronavirus Disease 2019 (COVID-19) Outbreak in China: Summary of a Report of 72 314 Cases From the Chinese Center for Disease Control and Prevention. JAMA. 2020 Apr 7;323(13):1239-1242. doi: 10.1001/jama.2020.2648. No abstract available.
- Guan WJ, Ni ZY, Hu Y, Liang WH, Ou CQ, He JX, Liu L, Shan H, Lei CL, Hui DSC, Du B, Li LJ, Zeng G, Yuen KY, Chen RC, Tang CL, Wang T, Chen PY, Xiang J, Li SY, Wang JL, Liang ZJ, Peng YX, Wei L, Liu Y, Hu YH, Peng P, Wang JM, Liu JY, Chen Z, Li G, Zheng ZJ, Qiu SQ, Luo J, Ye CJ, Zhu SY, Zhong NS; China Medical Treatment Expert Group for Covid-19. Clinical Characteristics of Coronavirus Disease 2019 in China. N Engl J Med. 2020 Apr 30;382(18):1708-1720. doi: 10.1056/NEJMoa2002032. Epub 2020 Feb 28.
- Klok FA, Kruip MJHA, van der Meer NJM, Arbous MS, Gommers DAMPJ, Kant KM, Kaptein FHJ, van Paassen J, Stals MAM, Huisman MV, Endeman H. Incidence of thrombotic complications in critically ill ICU patients with COVID-19. Thromb Res. 2020 Jul;191:145-147. doi: 10.1016/j.thromres.2020.04.013. Epub 2020 Apr 10.
- Menni C, Valdes AM, Freidin MB, Sudre CH, Nguyen LH, Drew DA, Ganesh S, Varsavsky T, Cardoso MJ, El-Sayed Moustafa JS, Visconti A, Hysi P, Bowyer RCE, Mangino M, Falchi M, Wolf J, Ourselin S, Chan AT, Steves CJ, Spector TD. Real-time tracking of self-reported symptoms to predict potential COVID-19. Nat Med. 2020 Jul;26(7):1037-1040. doi: 10.1038/s41591-020-0916-2. Epub 2020 May 11.
- Lauer SA, Grantz KH, Bi Q, Jones FK, Zheng Q, Meredith HR, Azman AS, Reich NG, Lessler J. The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application. Ann Intern Med. 2020 May 5;172(9):577-582. doi: 10.7326/M20-0504. Epub 2020 Mar 10.
- Richardson S, Hirsch JS, Narasimhan M, Crawford JM, McGinn T, Davidson KW; the Northwell COVID-19 Research Consortium; Barnaby DP, Becker LB, Chelico JD, Cohen SL, Cookingham J, Coppa K, Diefenbach MA, Dominello AJ, Duer-Hefele J, Falzon L, Gitlin J, Hajizadeh N, Harvin TG, Hirschwerk DA, Kim EJ, Kozel ZM, Marrast LM, Mogavero JN, Osorio GA, Qiu M, Zanos TP. Presenting Characteristics, Comorbidities, and Outcomes Among 5700 Patients Hospitalized With COVID-19 in the New York City Area. JAMA. 2020 May 26;323(20):2052-2059. doi: 10.1001/jama.2020.6775. Erratum In: JAMA. 2020 May 26;323(20):2098.
- CDC COVID-19 Response Team. Preliminary Estimates of the Prevalence of Selected Underlying Health Conditions Among Patients with Coronavirus Disease 2019 - United States, February 12-March 28, 2020. MMWR Morb Mortal Wkly Rep. 2020 Apr 3;69(13):382-386. doi: 10.15585/mmwr.mm6913e2.
- Arons MM, Hatfield KM, Reddy SC, Kimball A, James A, Jacobs JR, Taylor J, Spicer K, Bardossy AC, Oakley LP, Tanwar S, Dyal JW, Harney J, Chisty Z, Bell JM, Methner M, Paul P, Carlson CM, McLaughlin HP, Thornburg N, Tong S, Tamin A, Tao Y, Uehara A, Harcourt J, Clark S, Brostrom-Smith C, Page LC, Kay M, Lewis J, Montgomery P, Stone ND, Clark TA, Honein MA, Duchin JS, Jernigan JA; Public Health-Seattle and King County and CDC COVID-19 Investigation Team. Presymptomatic SARS-CoV-2 Infections and Transmission in a Skilled Nursing Facility. N Engl J Med. 2020 May 28;382(22):2081-2090. doi: 10.1056/NEJMoa2008457. Epub 2020 Apr 24.
- Chow EJ, Schwartz NG, Tobolowsky FA, Zacks RLT, Huntington-Frazier M, Reddy SC, Rao AK. Symptom Screening at Illness Onset of Health Care Personnel With SARS-CoV-2 Infection in King County, Washington. JAMA. 2020 May 26;323(20):2087-2089. doi: 10.1001/jama.2020.6637.
- Gandhi M, Yokoe DS, Havlir DV. Asymptomatic Transmission, the Achilles' Heel of Current Strategies to Control Covid-19. N Engl J Med. 2020 May 28;382(22):2158-2160. doi: 10.1056/NEJMe2009758. Epub 2020 Apr 24. No abstract available.
- Han C, Duan C, Zhang S, Spiegel B, Shi H, Wang W, Zhang L, Lin R, Liu J, Ding Z, Hou X. Digestive Symptoms in COVID-19 Patients With Mild Disease Severity: Clinical Presentation, Stool Viral RNA Testing, and Outcomes. Am J Gastroenterol. 2020 Jun;115(6):916-923. doi: 10.14309/ajg.0000000000000664.
- Poyiadji N, Shahin G, Noujaim D, Stone M, Patel S, Griffith B. COVID-19-associated Acute Hemorrhagic Necrotizing Encephalopathy: Imaging Features. Radiology. 2020 Aug;296(2):E119-E120. doi: 10.1148/radiol.2020201187. Epub 2020 Mar 31. No abstract available.
- Landa N, Mendieta-Eckert M, Fonda-Pascual P, Aguirre T. Chilblain-like lesions on feet and hands during the COVID-19 Pandemic. Int J Dermatol. 2020 Jun;59(6):739-743. doi: 10.1111/ijd.14937. Epub 2020 Apr 24. No abstract available.
- Grady, D. (2020, June 11). Covid-19 Patient Gets Double Lung Transplant, Offering Hope for Others. Retrieved from https://www.nytimes.com/2020/06/11/health/coronavirus-lung-transplant.html
- Grant MC, Geoghegan L, Arbyn M, Mohammed Z, McGuinness L, Clarke EL, Wade RG. The prevalence of symptoms in 24,410 adults infected by the novel coronavirus (SARS-CoV-2; COVID-19): A systematic review and meta-analysis of 148 studies from 9 countries. PLoS One. 2020 Jun 23;15(6):e0234765. doi: 10.1371/journal.pone.0234765. eCollection 2020.
- Marinsek N, Shapiro A, Clay I, et al. Measuring COVID-19 and Influenza in the Real World via Person-Generated Health Data. Published 2020 May 30. doi:10.1101/2020.05.28.20115964
- Auwaerter, PA. "Coronavirus COVID-19 (SARS-CoV-2)." Johns Hopkins ABX Guide, Johns Hopkins Medicine, 2020. https://www.hopkinsguides.com/hopkins/view/Johns_Hopkins_ABX_Guide/540 747/all/Coronavirus_COVID_19__SARS_CoV_2_#2
Helpful Links
- Statement on the second meeting of the International Health Regulations (2005) Emergency Committee regarding the outbreak of novel coronavirus (2019-nCoV). (n.d.)
- COVID-19 Map. (n.d.)
- Modes of transmission of virus causing COVID-19: Implications for IPC precaution recommendations. (n.d.).
- Coronavirus disease 2019 (COVID-19) Situation Report - 73 (Issue brief No. 73).
- World Health Organization. (2020, April 1). COVID-19 - Virtual Press Conference [Press release].
- UCSF TemPredict Study. (n.d.).
- COVID-19 Wearables Study. (n.d.).
- Symptoms of Coronavirus. (2020, May 13)
- Phosphorus COVID-19 RT-QPCR Test - Letter of Authorization
- Oragene-Dx OGD-510
- Coronavirus Disease 2019 (COVID-19) 2020 Interim Case Definition, Approved April 5, 2020
Study record dates
These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.
Study Major Dates
Study Start (Actual)
November 4, 2020
Primary Completion (Actual)
June 1, 2021
Study Completion (Actual)
June 1, 2021
Study Registration Dates
First Submitted
October 30, 2020
First Submitted That Met QC Criteria
November 6, 2020
First Posted (Actual)
November 10, 2020
Study Record Updates
Last Update Posted (Actual)
January 11, 2022
Last Update Submitted That Met QC Criteria
December 20, 2021
Last Verified
December 1, 2021
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
- Pathologic Processes
- Coronavirus Infections
- Coronaviridae Infections
- Nidovirales Infections
- RNA Virus Infections
- Virus Diseases
- Respiratory Tract Infections
- Respiratory Tract Diseases
- Pneumonia, Viral
- Pneumonia
- Lung Diseases
- Disease Attributes
- Severe Acute Respiratory Syndrome
- COVID-19
- Infections
- Communicable Diseases
Other Study ID Numbers
- COVID Signals
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
NO
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
No
Studies a U.S. FDA-regulated device product
No
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
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