Dulce Digital: An mHealth SMS-Based Intervention Improves Glycemic Control in Hispanics With Type 2 Diabetes
Open accessAbstract
OBJECTIVE: Type 2 diabetes is growing in epidemic proportions and disproportionately affects lower-income, diverse communities. Text messaging may provide one of the most rapid methods to overcome the “digital divide” to improve care. RESEARCH DESIGN AND METHODS: A randomized, nonblinded, parallel-groups clinical trial design allocated N = 126 low-income, Hispanic participants with poorly controlled type 2 diabetes to receive the Dulce Digital intervention or usual care (UC). Dulce Digital participants received up to three motivational, educational, and/or call-to-action text messages per day over 6 months. The primary outcome was HbA1c; lipids, blood pressure, and BMI were secondary outcomes. Satisfaction and acceptability were evaluated via focus groups and self-report survey items. RESULTS: The majority of patients were middle-aged (mean age 48.43 years, SD 9.80), female (75%), born in Mexico (91%), and uninsured (75%) and reported less than a ninth-grade education level (73%) and mean baseline HbA1c 9.5% (80 mmol/mol), SD 1.3, and fasting plasma glucose 187.17 mg/dL, SD 64.75. A statistically significant time-by-group interaction effect indicated that the Dulce Digital group achieved a significantly greater reduction in HbA1c over time compared with UC (P = 0.03). No statistically significant effects were observed for secondary clinical indicators. The number of blood glucose values texted in by participants was a statistically significant predictor of month 6 HbA1c (P < 0.05). Satisfaction and acceptability ratings for the Dulce Digital intervention were high. CONCLUSIONS: Use of a simple, low-cost text messaging program was found to be highly acceptable in this sample of high-risk, Hispanic individuals with type 2 diabetes and resulted in greater improvement in glycemic control compared with UC.
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Of 52 included RCTs, 7 (13%) assessed the effects of 6 different DHI strategy combinations on FBG levels in patients with T2DM.
“Of 52 included RCTs, 7 (13%) RCTs [74,78,84,85,87,97,98] assessed the effects of 6 different DHI strategy combinations on FBG levels in patients with T2DM.”
From Assessing the Effectiveness of Digital Health Behavior Strategies on Type 2 Diabetes Management: Systematic Review and Network Meta-Analysis (2025) · cites this paper as [84]
Of 52 included RCTs, 11 (21%) assessed the effects of 9 different DHI strategy combinations on BMI levels in patients with T2DM.
“Of 52 included RCTs, 11 (21%) RCTs [60,66,70,72-74,78,84,85,97,98] assessed the effects of 9 different DHI strategy combinations on BMI levels in patients with T2DM.”
From Assessing the Effectiveness of Digital Health Behavior Strategies on Type 2 Diabetes Management: Systematic Review and Network Meta-Analysis (2025) · cites this paper as [84]
Of 52 included RCTs, 8 (15%) assessed the effects of 7 different DHI strategy combinations on weight loss in patients with T2DM.
“Of 52 included RCTs, 8 (15%) RCTs [50,52,70,72,73,84,85,98] assessed the effects of 7 different DHI strategy combinations on weight loss in patients with T2DM.”
From Assessing the Effectiveness of Digital Health Behavior Strategies on Type 2 Diabetes Management: Systematic Review and Network Meta-Analysis (2025) · cites this paper as [84]
Cites
Stratton, I. M. (2000) · BMJ · doi:10.1136/bmj.321.7258.405 · Cited by 9,059 · see citing works
Inzucchi, S. E., Bergenstal, R. M., Buse, J. B., Diamant, M., Ferrannini, E., Nauck, M., Peters, A. L., Tsapas, A., Wender, R., & Matthews, D. R. (2012) · Diabetologia · doi:10.1007/s00125-012-2534-0 · Cited by 3,919 · see citing works
Effectiveness of Self-Management Training in Type 2 Diabetes
Norris, S. L., Engelgau, M. M., & Venkat Narayan, K. M. (2001) · Diabetes Care · doi:10.2337/diacare.24.3.561 · Cited by 1,846 · see citing works
Chrvala, C. A., Sherr, D., & Lipman, R. D. (2016) · Patient Education and Counseling · doi:10.1016/j.pec.2015.11.003 · Cited by 914 · see citing works
Mobile Text Messaging for Health: A Systematic Review of Reviews
Hall, A. K., Cole-Lewis, H., & Bernhardt, J. M. (2015) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031914-122855 · Cited by 815 · see citing works
Nundy, S., Dick, J. J., Chou, C.-H., Nocon, R. S., Chin, M. H., & Peek, M. E. (2014) · Health Affairs · doi:10.1377/hlthaff.2013.0589 · Cited by 144 · see citing works
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Shan, R., Sarkar, S., & Martin, S. S. (2019) · Diabetologia · doi:10.1007/s00125-019-4864-7 · Cited by 339 · see citing works
Aminuddin, H. B., Jiao, N., Jiang, Y., Hong, J., & Wang, W. (2021) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2019.02.003 · Cited by 157 · see citing works
Moschonis, G., Siopis, G., Jung, J., Eweka, E., Willems, R., Kwasnicka, D., Asare, B. Y.-A., Kodithuwakku, V., Verhaeghe, N., Vedanthan, R., et al. (2023) · The Lancet Digital Health · doi:10.1016/s2589-7500(22)00233-3 · Cited by 149 · see citing works
Sahin, C., Courtney, K. L., Naylor, P., & E Rhodes, R. (2019) · DIGITAL HEALTH · doi:10.1177/2055207619845279 · Cited by 133 · see citing works
Mao, Y., Lin, W., Wen, J., & Chen, G. (2020) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2020-001225 · Cited by 108 · see citing works
Efficacy of telemedicine on glycaemic control in patients with type 2 diabetes: A meta-analysis
De Groot, J., Wu, D., Flynn, D., Robertson, D., Grant, G., & Sun, J. (2021) · World Journal of Diabetes · doi:10.4239/wjd.v12.i2.170 · Cited by 77 · see citing works
Anderson, A., O’Connell, S. S., Thomas, C., & Chimmanamada, R. (2022) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-021-01174-6 · Cited by 70 · see citing works
Hangaard, S., Laursen, S. H., Andersen, J. D., Kronborg, T., Vestergaard, P., Hejlesen, O., & Udsen, F. W. (2023) · Journal of Diabetes Science and Technology · doi:10.1177/19322968211064633 · Cited by 55 · see citing works
Digital Health Coaching for Type 2 Diabetes: Randomized Controlled Trial of Healthy at Home
Azelton, K. R., Crowley, A. P., Vence, N., Underwood, K., Morris, G., Kelly, J., & Landry, M. J. (2021) · Frontiers in Digital Health · doi:10.3389/fdgth.2021.764735 · Cited by 49 · see citing works
Zhang, A., Wang, J., Wan, X., Zhang, Z., Zhao, S., Guo, Z., & Wang, C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19074173 · Cited by 50 · see citing works
Eberle, C., & Stichling, S. (2021) · Journal of Medical Internet Research · doi:10.2196/23252 · Cited by 38 · see citing works
Nagori, A., Keshvani, N., Patel, L., Dhruve, R., & Sumarsono, A. (2024) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2024.102895 · Cited by 20 · see citing works
Li, M., Liu, S., Yu, B., Li, N., Lyu, A., Yang, H., He, H., Zhang, N., Ma, J., Sun, M., et al. (2025) · Journal of Medical Internet Research · doi:10.2196/63209 · Cited by 12 · see citing works
“RCTs [74,78,84,85,87,97,98] assessed the effects of 6 different DHI strategy combinations on FBG levels in patients with T2DM.”
- Authors
- Fortmann, A. L., Gallo, L. C., Garcia, M. I., Taleb, M., Euyoque, J. A., Clark, T., Skidmore, J., Ruiz, M., Dharkar-Surber, S., Schultz, J., & Philis-Tsimikas, A.
- Affiliations
- Scripps Health (US)
- San Diego State University (US)
- University of California San Diego (US)
- Neighborhood Healthcare, San Diego, CA
- Scripps Whittier Diabetes Institute, Scripps Health, San Diego, CA
- Corresponding author
- Gallo, Linda C.
- Schultz, James
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2017-06-09
- Volume
- 40
- Issue
- 10
- Pages
- 1349-1355
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- PMC
- PMC5606313
- OpenAlex
- W2622674087
- Cited by
- 169
- References
- 6
- Citations by year
- 2026: 11 · 2025: 18 · 2024: 23 · 2023: 14 · 2022: 29 · 2021: 23 · 2020: 20 · 2019: 19 · 2018: 9 · 2017: 2
- FWCI
- 22.16
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Diabetes Care (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- McKesson Foundation (115M803379)
- National Center for Advancing Translational Sciences (NCATS 1UL1 TR001114-01)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- type 2 diabetes, glycemic control, text messaging, mobile health, Hispanic patients, low-income populations, HbA1c, digital divide, patient satisfaction, acceptability, self-monitoring of blood glucose, educational intervention
- MeSH terms
- Adult, Blood Glucose, Blood Pressure, Diabetes Mellitus, Type 2, Feasibility Studies, Female, Glycated Hemoglobin, Hispanic or Latino, Humans, Male, Mexico, Middle Aged, Socioeconomic Factors, Body Mass Index, Telemedicine, Self Report, Text Messaging
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