Evidence map›Paper›PMID 36795656›Full record

ArticleJMIR formative research2023

A Digital Health Initiative (COVIDsmart) for Remote Data Collection and Study of COVID-19's Impact on the State of Virginia: Prospective Cohort Study.

Josh Schilling, Dave Klein, Marilyn M Bartholmae, Sepideh Shokouhi, Angela J Toepp, Amira A Roess, Joshua M Sill, Matvey V Karpov, Kathleen Maney, K Pearson Brown and 4 more

Full text read
In one paragraph

Article in JMIR formative research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Tailored Approach to Designing a Digital Research Platform for Adults Aged 95 and Older: SuperAgers Family Study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Josh Schilling *Vibrent Health, Fairfax, VA, United States.ORCID https://orcid.org/0000-0002-1367-7008
Dave Klein *Vibrent Health, Fairfax, VA, United States.ORCID https://orcid.org/0000-0001-9960-3773
Marilyn M Bartholmae *Department of Psychiatry and Behavioral Health, Eastern Virginia Medical School, Norfolk, VA, United States.ORCID https://orcid.org/0000-0001-8790-3947
Sepideh ShokouhiVibrent Health, Fairfax, VA, United States.ORCID https://orcid.org/0000-0001-6904-1861
Angela J Toepp *Sentara Healthcare System, Norfolk, VA, United States.ORCID https://orcid.org/0000-0002-0432-5780
Amira A Roess *George Mason University, Fairfax, VA, United States.ORCID https://orcid.org/0000-0003-2321-1575
Joshua M Sill *Department of Internal Medicine, Eastern Virginia Medical School, Norfolk, VA, United States.ORCID https://orcid.org/0000-0002-6642-8953
Matvey V Karpov *Sentara Healthcare Analytics and Delivery Science Institute, Eastern Virginia Medical School, Norfolk, VA, United States.ORCID https://orcid.org/0000-0001-7089-5266
Kathleen Maney *George Mason University, Fairfax, VA, United States.ORCID https://orcid.org/0000-0002-3138-3273
K Pearson Brown *Vibrent Health, Fairfax, VA, United States.ORCID https://orcid.org/0000-0002-9252-4367
Brian L Levy *George Mason University, Fairfax, VA, United States.ORCID https://orcid.org/0000-0002-5784-2204
Keith D Renshaw *George Mason University, Fairfax, VA, United States.ORCID https://orcid.org/0000-0002-8452-3436
Sunita Dodani *Sentara Healthcare Analytics and Delivery Science Institute, Eastern Virginia Medical School, Norfolk, VA, United States.ORCID https://orcid.org/0000-0002-2126-2048
Praduman Jain *Vibrent Health, Fairfax, VA, United States.ORCID https://orcid.org/0000-0002-0062-7044

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic has affected people's lives beyond severe and long-term physical health symptoms. Social distancing and quarantine have led to adverse mental health outcomes. COVID-19-induced economic setbacks have also likely exacerbated the psychological distress affecting broader aspects of physical and mental well-being. Remote digital health studies can provide information about the pandemic's socioeconomic, mental, and physical impact. COVIDsmart was a collaborative effort to deploy a complex digital health research study to understand the impact of the pandemic on diverse populations. We describe how digital tools were used to capture the effects of the pandemic on the overall well-being of diverse communities across large geographical areas within the state of Virginia.

objectiveThe aim is to describe the digital recruitment strategies and data collection tools applied in the COVIDsmart study and share the preliminary study results.

methodsCOVIDsmart conducted digital recruitment, e-Consent, and survey collection through a Health Insurance Portability and Accountability Act-compliant digital health platform. This is an alternative to the traditional in-person recruitment and onboarding method used for studies. Participants in Virginia were actively recruited over 3 months using widespread digital marketing strategies. Six months of data were collected remotely on participant demographics, COVID-19 clinical parameters, health perceptions, mental and physical health, resilience, vaccination status, education or work functioning, social or family functioning, and economic impact. Data were collected using validated questionnaires or surveys, completed in a cyclical fashion and reviewed by an expert panel. To retain a high level of engagement throughout the study, participants were incentivized to stay enrolled and complete more surveys to further their chances of receiving a monthly gift card and one of multiple grand prizes.

resultsVirtual recruitment demonstrated relatively high rates of interest in Virginia (N=3737), and 782 (21.1%) consented to participate in the study. The most successful recruitment technique was the effective use of newsletters or emails (n=326, 41.7%). The primary reason for contributing as a study participant was advancing research (n=625, 79.9%), followed by the need to give back to their community (n=507, 64.8%). Incentives were only reported as a reason among 21% (n=164) of the consented participants. Overall, the primary reason for contributing as a study participant was attributed to altruism at 88.6% (n=693).

conclusionsThe COVID-19 pandemic has accelerated the need for digital transformation in research. COVIDsmart is a statewide prospective cohort to study the impact of COVID-19 on Virginians' social, physical, and mental health. The study design, project management, and collaborative efforts led to the development of effective digital recruitment, enrollment, and data collection strategies to evaluate the pandemic's effects on a large, diverse population. These findings may inform effective recruitment techniques across diverse communities and participants' interest in remote digital health studies.

Indexed as

community healthCOVID-19COVIDsmartdecision-makingdigital healthdigital health technologydigital marketingdigital recruitmentdigital solutiondiversityhuman subjectsinternetmedical informaticsmedical subject headingsMeSHmHealthmobile healthpartnershipprecision medicine

Identifiers

PMID36795656
PMCPMC10018797

What OpenQuestion holds

Textfull text, public
LicenceCC BY
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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.