Evidence map›Paper›PMID 37011033›Full record

ArticleTranslational behavioral medicine2023

Process evaluation of Dulce Digital-Me: an adaptive mobile health (mHealth) intervention for underserved Hispanics with diabetes.

Samantha R Spierling Bagsic, Kimberly L Savin, Emily C Soriano, Emily Rose N San Diego, Natalia Orendain, Taylor Clark, Haley Sandoval, Mariya Chichmarenko, Perla Perez-Ramirez, Emilia Farcas and 4 more

Open access · greenAbstract read
In one paragraph

Article in Translational behavioral medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
3.5field-weighted citation impact, top 8% of its field
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 8 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Article
  5. Article
  6. Article
  7. Digital health equity frameworks and key concepts: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2025
    Article
  8. Article
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 at 3 institutions in 1 country.

Samantha R Spierling BagsicScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.ORCID 0000-0003-1274-3736
Kimberly L SavinSan Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA.
Emily C SorianoScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.
Emily Rose N San DiegoScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.
Natalia OrendainScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.
Taylor ClarkSan Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA.
Haley SandovalScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.
Mariya ChichmarenkoScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.
Perla Perez-RamirezSan Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA.
Emilia FarcasQualcomm Institute, University of California San Diego, La Jolla, CA, USA.
Job GodinoQualcomm Institute, University of California San Diego, La Jolla, CA, USA.
Linda C GalloDepartment of Psychology, San Diego State University, San Diego, CA, USA.ORCID 0000-0002-3678-5888
Athena Philis-TsimikasScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.
Addie L FortmannScripps Whittier Diabetes Institute, Scripps Health, San Diego, CA, USA.
Scripps Health · USSan Diego State University · USUniversity of California San Diego · US

Funding

Scripps Translational Science InstituteUL1TR002550 · NCATS · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2018 to 2022
$28.9M
New York Regional Center for Diabetes Translation Research - Translational Intervention Methodology CoreP30DK111022 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI JEFFREY GONZALEZ · 2016 to 2026
$7.8M
CTSA K12 Program at The Scripps Research InstituteK12TR004410 · NCATS · SCRIPPS RESEARCH INSTITUTE, THE · PI Laura Nicholson, Athena Philis-Tsimikas · 2023 to 2026
$3.9M
Dulce Digital-Me: An Adaptive mHealth Intervention for Underserved Hispanics with DiabetesR01DK112322 · NIDDK · SCRIPPS HEALTH · PI FORTMANN, ADELAIDE L, PHILIS-TSIMIKAS, ATHENA · 2016 to 2020
$3.2M
NCATS NIH HHS K12 TR004410NCATS NIH HHS UL1 TR002550NIDDK NIH HHS P30 DK111022NIDDK NIH HHS R01 DK112322
6 · The paper itself

Abstract

Type 2 diabetes disproportionately impacts ethnic minorities and individuals from low socioeconomic status. Diabetes self-management education and support has been shown to improve clinical outcomes in these populations, and mobile health (mHealth) interventions can reduce barriers to access. Dulce Digital-Me (DD-Me) was developed to integrate adaptive mHealth technologies to enhance self-management and reduce disparities in the high-risk, underserved Hispanic population. The objective of the present study was to evaluate reach, adoption, and implementation of an mHealth diabetes self-management education and support intervention in this underrepresented population. The present analysis is a multimethod process evaluation using the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. The study was effective in reaching a sample that was representative of the intended population; only modest but significant differences were observed in sex and age. The DD-Me health coach (HC) cited several important facilitators of intervention adoption, including outreach frequency and personalization, and the automated HC report. Implementation fidelity was high, with participants receiving >90% of intended interventions. Participants who received DD-Me with support from a HC were most engaged, suggesting utility and acceptability of integrating HCs with mHealth interventions. Perceptions of implementation among study participants were positive and consistent across study arms. This evaluation revealed the target population was successfully reached and engaged in the digital health interventions, which was implemented with high fidelity. Further studies should evaluate the efficacy and maintenance of the study following the RE-AIM model to determine whether this intervention warrants expansion to additional settings and populations.

Indexed as

Diabetes Mellitus, Type 2TelemedicineHealth EducationHealth PersonnelHispanic or LatinoHumansDiabetesDulce DigitalmHealthRE-AIM

Identifiers

PMID37011033
PMCPMC10496430
OpenAlexW4362507463

What OpenQuestion holds

Textmetadata
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.