Evidence map›Paper›PMID 42133941›Full record

ArticleJMIR formative research2026

Methodological Framework for the Design and Implementation of a US Latine-Hispanic Digital Brain Health Program: User-Centered Design Approach.

Aisha Mohammed, Stephanie Ovalle-Eliseo, Jasmine Mohammed, Gabriela Islas Huerta, Lorena Monserratt, Diana Andrade, Jasmine Garcia, Raquel Kaufman, Marianne Gutierrez, Mirella Díaz-Santos

Abstract read
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Aisha MohammedMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0007-6580-0139
Stephanie Ovalle-EliseoMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0001-3744-5033
Jasmine MohammedMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0006-9090-5082
Gabriela Islas HuertaMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0006-3942-1824
Lorena MonserrattMary S. Easton Center for Alzheimer's Research and Care, The Katherine & Benjamin Kagan Alzheimer's Disease Treatment Program, University of California, Los Angeles, Los Angeles, CA, United States.ORCID 0009-0005-7128-3209
Diana AndradeMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0007-2290-4704
Jasmine GarciaMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0001-7586-5434
Raquel KaufmanMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0003-4169-4715
Marianne GutierrezMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0009-0003-2312-1227
Mirella Díaz-SantosMary S. Easton Center for Alzheimer's Research and Care, Equity for Latinx-Hispanic Healthy Aging (ELHA) Lab, University of California, Los Angeles, 710 Westwood Plaza, Room C-224, Los Angeles, CA, 90095-1769, United States, 1 310 794 0292.ORCID 0000-0002-5513-815X

Funding

Leveraging the Electronic Health Record and Integrating Social and Biological Data to Expand Dementia Research in Understudied Populations in Los Angeles CountyUH2AG083254 · NIA · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI VOSSEL, KEITH ALAN · 2023 to 2024
$1.1M
NIA NIH HHS UH2 AG083254
6 · The paper itself

Abstract

Background: US Latine and Hispanic communities face a 1.5 times greater risk of developing Alzheimer disease and related dementia (ADRD) with limited access to culturally and linguistically congruent primary prevention education. The COVID-19 pandemic exacerbated the digital divide, highlighting a need to focus on alternative digital methods for delivering brain health and ADRD primary prevention education. Social media emerged as a promising tool. Objective: The objective of this paper is two-fold. We first describe the development and pilot study of our social media-based Latine-Hispanic Digital Brain Health Program guided by evidence-based frameworks in ADRD. We then present the quantitative and qualitative results from the first 14 months of the program (October 2023-December 2024). Methods: We used human-centered design to develop the Digital Alzheimer Health Education Model, which was implemented via 3 social media platforms-Facebook, Instagram, and X (formerly known as Twitter). Our bilingual and bicultural team implemented the model by creating and disseminating tailored educational content in English and Spanish for the resulting Latine-Hispanic Digital Brain Health Program, emphasizing consistency and rapport, storytelling, cultural relevance, linguistic inclusivity, and visual representation. A mixed methods analysis (descriptive statistics and sentiment analysis) was conducted using social media data analytics and users' comments to guide program evaluation and refinement. Results: From October 2023 to December 2024, we retained 857 followers across our social media platforms (Instagram: n=534; Facebook: n=124; and X: n=199). Growth in follows, consistent reach and engagement, and positive sentiment were observed on Facebook and Instagram. X was not included in the analysis due to data access limitations. Conclusions: The development and pilot study of the Latine-Hispanic Digital Brain Health Program have demonstrated potential in leveraging social media to disseminate brain health and ADRD prevention education to the US Latine and Hispanic communities in English and Spanish. Our preliminary findings demonstrate that culturally and linguistically congruent social media-based approaches hold potential to improve engagement with brain health and ADRD primary prevention education among US Latine and Hispanic populations.

Indexed as

Alzheimer DiseaseHealth EducationHispanic or LatinoSocial MediaUser-Centered DesignCOVID-19Digital HealthDigital MediaHumansPilot ProjectsUnited Statesbrain healthdigital educationhuman-centered designsocial mediaSpanish-English bilingual

Identifiers

PMID42133941
PMCPMC13175527

What Socratic 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 Socratic graph.