Evidence map›Paper›PMID 33872184›Full record

ArticleJMIR formative research2021

Conducting Internet-Based Visits for Onboarding Populations With Limited Digital Literacy to an mHealth Intervention: Development of a Patient-Centered Approach.

Rosa Hernandez-Ramos, Adrian Aguilera, Faviola Garcia, Jose Miramontes-Gomez, Laura Elizabeth Pathak, Caroline Astrid Figueroa, Courtney Rees Lyles

2 registry-linked trialsAbstract read
In one paragraph

Article in JMIR formative research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing 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.

NCT03490253 nacompletednot on this map

Improving Diabetes and Depression Self-management Via Adaptive Mobile Messaging

TypeinterventionalSponsorUniversity of California, San FranciscoRan2020 to 2022Enrolled226ConditionsDiabetes, Depression, Physical ActivityArmsDIAMANTE Adaptive, DIAMANTE Static
NCT05027113 nacompletednot on this map

App-Based Mindfulness Meditation for People of Color Who Experience Race-Related Stress: A Randomized Control Trial

TypeinterventionalSponsorUniversity of California, Los AngelesRan2021 to 2022Enrolled155ConditionsStress, Psychological, Anxiety, Depression, RuminationArmsMindfulness meditation
3 · Its place in the literature

Who cites it

29 citing papers in PubMed.

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  20. Brief Digital Solutions in Behavior Change Interventions for Type 2 Diabetes Mellitus: A Literature Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2022
    Review
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

7 authors.

Rosa Hernandez-RamosSchool of Social Welfare, University of California, Berkeley, Berkeley, CA, United States.ORCID https://orcid.org/0000-0002-5531-4838
Adrian AguileraSchool of Social Welfare, University of California, Berkeley, Berkeley, CA, United States.ORCID https://orcid.org/0000-0003-1773-8768
Faviola GarciaCenter for Vulnerable Populations, University of California, San Francisco, San Francisco, CA, United States.ORCID https://orcid.org/0000-0003-3493-2984
Jose Miramontes-GomezCenter for Vulnerable Populations, University of California, San Francisco, San Francisco, CA, United States.ORCID https://orcid.org/0000-0002-1797-2602
Laura Elizabeth PathakSchool of Social Welfare, University of California, Berkeley, Berkeley, CA, United States.ORCID https://orcid.org/0000-0002-1700-2454
Caroline Astrid FigueroaSchool of Social Welfare, University of California, Berkeley, Berkeley, CA, United States.ORCID https://orcid.org/0000-0003-0692-2244
Courtney Rees LylesCenter for Vulnerable Populations, University of California, San Francisco, San Francisco, CA, United States.ORCID https://orcid.org/0000-0002-1111-8595

Funding

Improving diabetes and depression self-management via adaptive mobile messagingR01HS025429 · AHRQ · UNIVERSITY OF CALIFORNIA BERKELEY · PI AGUILERA, ADRIAN, LYLES, COURTNEY REES · 2017 to 2021
$2.0M
AHRQ HHS R01 HS025429
6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic has propelled patient-facing research to shift to digital and telehealth strategies. If these strategies are not adapted for minority patients of lower socioeconomic status, health inequality will further increase. Patient-centered models of care can successfully improve access and experience for minority patients.

objectiveThis study aims to present the development process and preliminary acceptability of altering in-person onboarding procedures into internet-based, remote procedures for a mobile health (mHealth) intervention in a population with limited digital literacy.

methodsWe actively recruited safety-net patients (English- and Spanish-speaking adults with diabetes and depression who were receiving care at a public health care delivery system in San Francisco, United States) into a randomized controlled trial of text messaging support for physical activity. Because of the COVID-19 pandemic, we modified the in-person recruitment and onboarding procedures to internet-based, remote processes with human support. We conducted a preliminary evaluation of how the composition of the recruited cohort might have changed from the pre-COVID-19 period to the COVID-19 enrollment period. First, we analyzed the digital profiles of patients (n=32) who had participated in previous in-person onboarding sessions prior to the COVID-19 pandemic. Next, we documented all changes made to our onboarding processes to account for remote recruitment, especially those needed to support patients who were not very familiar with downloading apps onto their mobile phones on their own. Finally, we used the new study procedures to recruit patients (n=11) during the COVID-19 social distancing period. These patients were also asked about their experience enrolling into a fully digitized mHealth intervention.

resultsRecruitment across both pre-COVID-19 and COVID-19 periods (N=43) demonstrated relatively high rates of smartphone ownership but lower self-reported digital literacy, with 32.6% (14/43) of all patients reporting they needed help with using their smartphone and installing apps. Significant changes were made to the onboarding procedures, including facilitating app download via Zoom video call and/or a standard phone call and implementing brief, one-on-one staff-patient interactions to provide technical assistance personalized to each patient's digital literacy skills. Comparing recruitment during pre-COVID-19 and COVID-19 periods, the proportion of patients with digital literacy barriers reduced from 34.4% (11/32) in the pre-COVID-19 cohort to 27.3% (3/11) in the COVID-19 cohort. Differences in digital literacy scores between both cohorts were not significant (P=.49).

conclusionsPatients of lower socioeconomic status have high interest in using digital platforms to manage their health, but they may require additional upfront human support to gain access. One-on-one staff-patient partnerships allowed us to provide unique technical assistance personalized to each patient's digital literacy skills, with simple strategies to troubleshoot patient barriers upfront. These additional remote onboarding strategies can mitigate but not eliminate digital barriers for patients without extensive technology experience.

trial registrationClinicaltrials.gov NCT0349025, https://clinicaltrials.gov/ct2/show/NCT03490253.

Indexed as

COVID-19digital dividedigital healthdigital literacyinterventionmhealthpatient-centeredtelehealthunderserved

Identifiers

PMID33872184
PMCPMC8086779

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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.