Evidence map›Paper›PMID 39094107›Full record

ArticleJMIR formative research2024

A Remote Oral Self-Care Behaviors Assessment System in Vulnerable Populations: Usability and Feasibility Study.

Danielle LaVine, Zara Greer, Jiyun Kim, Santosh Kumar, Thomas Belin, Vivek Shetty

Abstract read
In one paragraph

Article in JMIR formative research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Danielle LaVineDepartment of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States.ORCID https://orcid.org/0009-0006-6284-5553
Zara GreerSection of Oral & Maxillofacial Surgery, School of Dentistry, University of California, Los Angeles, Los Angeles, CA, United States.ORCID https://orcid.org/0009-0008-4985-4310
Jiyun KimSection of Oral & Maxillofacial Surgery, School of Dentistry, University of California, Los Angeles, Los Angeles, CA, United States.ORCID https://orcid.org/0009-0000-4410-8468
Santosh KumarDepartment of Computer Science, University of Memphis, Memphis, TN, United States.ORCID https://orcid.org/0000-0002-9273-0291
Thomas BelinDepartment of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, United States.ORCID https://orcid.org/0000-0003-4283-2676
Vivek ShettySection of Oral & Maxillofacial Surgery, School of Dentistry, University of California, Los Angeles, Los Angeles, CA, United States.ORCID https://orcid.org/0000-0002-3167-3318

Funding

UCLA Clinical Translational Science InstituteUL1TR001881 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ARLEEN F. BROWN, ARASH NAEIM · 2016 to 2026
$118.1M
TR&D3 - Rapid Translation of AI-powered Temporally Precise mHealth Interventions via Efficient and Embeddable Trustworthy Biomarker ImplementationsP41EB028242 · NIBIB · UNIVERSITY OF MEMPHIS · PI Santosh Kumar · 2020 to 2026
$9.5M
ROBAS: A Multimodal Sensor System for Remote Assessment of Oral Health BehaviorsR01DE025244 · NIDCR · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI SHETTY, VIVEK · 2015 to 2019
$3.1M
NCATS NIH HHS UL1 TR001881NIBIB NIH HHS P41 EB028242NIDCR NIH HHS R01 DE025244
6 · The paper itself

Abstract

backgroundPreventative self-care can reduce dental disease that disproportionately burdens vulnerable populations. Personalized digital oral self-care behavioral interventions offer a promising solution. However, the success of these digital interventions depends on toothbrushing data collection e-platforms attuned to the needs and preferences of vulnerable communities.

objectiveThe aim of this study is to assess the usability and feasibility of the Remote Oral Behaviors Assessment System (ROBAS), which has been adapted to address the unique requirements of socioeconomically disadvantaged minority individuals.

methodsA cohort of 53 community-clinic participants, including 31 (58%) Latino and 22 (42%) Black individuals with no prior experience using electric toothbrushes, were recruited to use ROBAS, with planned assessments at baseline, 2 months, and 4 months. Beyond evaluating ROBAS's technical performance, extensive feedback was gathered to gauge users' experiences, viewpoints, and overall contentment. The System Usability Scale (SUS) served as a primary metric for assessing user satisfaction and acceptability.

resultsROBAS exhibited largely reliable and consistent data-gathering capabilities. SUS scores (mean 75.6, SD 14.5) reflected participant contentment within a range of values for other commonly used digital devices and technologies. Among participants who answered questions about willingness to pay for ROBAS, 97% (30/31) indicated that they were willing to pay for ROBAS either as a one-time payment or as a subscription-based service. Additionally, 87.5% of participants expressed that they would endorse it to acquaintances. Most participants expressed no reservations about privacy; among those who expressed privacy concerns (n=20, 50%), the concerns included exposure of information (n=18, 45%), monitoring of brushing habits (n=12, 30%), and collection of information (n=14, 35%), although these concerns did not significantly correlate with specific participant traits. In qualitative terms, users valued ROBAS's ability to monitor brushing habits but called for refinements, especially in Wi-Fi and application connectivity. Recommendations for system improvements encompassed enhanced app functionality, individualized coaching, more comprehensive brushing data, and the addition of flossing activity tracking.

conclusionsThe research highlights ROBAS's promise as a digital platform for unobtrusively tracking daily oral self-care activities in marginalized communities. The system proved to be both feasible, as evidenced by its stable and accurate data capture of brushing behaviors, and user-friendly, as reflected by strong SUS scores and positive user feedback. Influential factors for its uptake included ease of learning and operation, and the feedback provided.

Indexed as

dental diseasefeasibility testing, mobile phonemHealthunderserved populationsusability testing

Identifiers

PMID39094107
PMCPMC11329847

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.