Text‐message responsiveness to blood glucose monitoring reminders is associated with HbA1c benefit in teenagers with Type 1 diabetes
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Aims: To evaluate an 18‐month text‐messaging intervention in teenagers with Type 1 diabetes and to assess factors associated with text responsiveness and glycaemic benefit. Methods: Teenagers with diabetes (N = 147), aged 13–17 years, received two‐way text reminders at self‐selected times to check blood glucose levels and reply with blood glucose results. Results: At baseline, the participants (48% boys, 78% white, 63% pump‐treated) had a mean ± sd age of 14.9 ± 1.3 years, diabetes duration of 7.1 ± 3.9 years and HbA 1c concentration of 69 ± 12 mmol/mol (8.5 ± 1.1%). The mean proportion of days with ≥1 blood glucose response declined over time (0–6 months, 60 ± 26% of days, 7–12 months, 53 ± 31% of days, 13–18 months, 43 ± 33% of days). Over 18 months, 49% responded with ≥1 blood glucose result on ≥50% of days (high responders). Regression analysis controlling for baseline HbA 1c revealed no significant change in HbA 1c from baseline to 18 months in high responders (P = 0.54) compared with a significant HbA 1c increase in low responders (+0.3%, P = 0.01). In participants with baseline HbA 1c ≥64 mmol/mol (≥8%), high responders were 2.5 times more likely than low responders to have a clinically significant [≥5.5 mmol/mol (≥0.5%)] HbA 1c decrease over 18 months (P < 0.05). In participants with baseline HbA 1c <64 mmol/mol(<8%), high responders were 5.7 times more likely than low responders to have an 18‐month HbA 1c <58 mmol/mol (<7.5%; P < 0.05). Conclusions: Teenagers with Type 1 diabetes who responded to text reminders on ≥50% of days over 18 months experienced clinically significant glycaemic benefit. There remains a need to tailor interventions to maintain teenager engagement and optimize improvements.
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Text messaging approaches tied to lifestyle and treatment programs vary in effectiveness.
“There are text messaging approaches that tie into a variety of different types of lifestyle and treatment programs, which vary in terms of their effectiveness (272,273).”
From 7. Diabetes Technology: Standards of Care in Diabetes—2025 (2025) · cites this paper as [272]
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Miller, K. M., Foster, N. C., Beck, R. W., Bergenstal, R. M., DuBose, S. N., DiMeglio, L. A., Maahs, D. M., & Tamborlane, W. V. (2015) · Diabetes Care · doi:10.2337/dc15-0078 · Cited by 1,254 · see citing works
Perski, O., Blandford, A., West, R., & Michie, S. (2017) · Translational Behavioral Medicine · doi:10.1007/s13142-016-0453-1 · Cited by 1,193 · see citing works
Franklin, V. L., Waller, A., Pagliari, C., & Greene, S. A. (2006) · Diabetic Medicine · doi:10.1111/j.1464-5491.2006.01989.x · Cited by 543 · see citing works
Chiang, J. L., Maahs, D. M., Garvey, K. C., Hood, K. K., Laffel, L. M., WEINZIMER, S. A., Wolfsdorf, J. I., & Schatz, D. (2018) · Diabetes Care · doi:10.2337/dci18-0023 · Cited by 525 · see citing works
Self-citationLiang, X., Wang, Q., Yang, X., Cao, J., Chen, J., Mo, X., Huang, J., Wang, L., & Gu, D. (2011) · Diabetic Medicine · doi:10.1111/j.1464-5491.2010.03180.x · Cited by 515 · see citing works
Winkley, K., Landau, S., Eisler, I., & Ismail, K. (2006) · BMJ · doi:10.1136/bmj.38874.652569.55 · Cited by 359 · see citing works
Association between adherence and glycemic control in pediatric type 1 diabetes: a meta-analysis
Hood, K. K., Peterson, C. M., Rohan, J. M., & Drotar, D. (2009) · Pediatrics · doi:10.1542/peds.2009-0207 · Cited by 347 · see citing works
Mobile Health Interventions for Improving Health Outcomes in Youth: A Meta-analysis
Fedele, D. A., Cushing, C. C., Fritz, A., Amaro, C. M., & Ortega, A. (2017) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2017.0042 · Cited by 316 · see citing works
Predictors of glycemic control and short-term adverse outcomes in youth with type 1 diabetes
Levine, B.-S., Anderson, B. J., Butler, D. A., Antisdel, J. E., Brackett, J., & Laffel, L. M. (2001) · The Journal of Pediatrics · doi:10.1067/mpd.2001.116283 · Cited by 278 · see citing works
Self-citationHanauer, D. A., Wentzell, K., Laffel, N., & Laffel, L. M. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0022 · Cited by 261 · see citing works
Self-citationTelemedical support to improve glycemic control in adolescents with type 1 diabetes mellitus
Rami, B., Popow, C., Horn, W., Waldhoer, T., & Schober, E. (2006) · European Journal of Pediatrics · doi:10.1007/s00431-006-0156-6 · Cited by 136 · see citing works
Behavioral interventions for adolescents with type 1 diabetes: How effective are they?
Hampson, S. E., Skinner, T. C., Hart, J., Storey, L., Gage, H., Foxcroft, D., Kimber, A., Cradock, S., & McEvilly, E. A. (2000) · Diabetes Care · doi:10.2337/diacare.23.9.1416 · Cited by 134 · see citing works
A pilot test of a tailored mobile and web-based diabetes messaging system for adolescents
Mulvaney, S. A., Anders, S., Smith, A. K., Pittel, E. J., & Johnson, K. B. (2012) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2011.111006 · Cited by 128 · see citing works
A systematic review of interventions to improve outcomes for young adults with Type 1 diabetes
O’Hara, M. C., Hynes, L., O'Donnell, M. J., Nery, N., Byrne, M., Heller, S. R., Dinneen, S. F., & the Irish Type 1 Diabetes Young Adult Study Group (2016) · Diabetic Medicine · doi:10.1111/dme.13276 · Cited by 95 · see citing works
Mobile Intervention Design in Diabetes: Review and Recommendations
Mulvaney, S. A., Ritterband, L. M., & Bosslet, L. (2011) · Current Diabetes Reports · doi:10.1007/s11892-011-0230-y · Cited by 92 · see citing works
Text Message Interventions for Children and Adolescents with Type 1 Diabetes: A Systematic Review
Herbert, L., Owen, V., Pascarella, L. A., & Streisand, R. M. (2013) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2012.0291 · Cited by 87 · see citing works
Feldman, M. A., Anderson, L. M., Shapiro, J. B., Jedraszko, A. M., Evans, M. A., Weil, L. E. G., Garza, K. P., & Weissberg-Benchell, J. A. (2018) · Current Diabetes Reports · doi:10.1007/s11892-018-0981-9 · Cited by 77 · see citing works
On Behalf of the Brazilian Type 1 Diabetes Study Group (BrazDiab1SG), Viana, L. V., Gomes, M. B., Zajdenverg, L., Pavin, E. J., & Azevedo, M. J. (2016) · Trials · doi:10.1186/s13063-016-1207-6 · Cited by 65 · see citing works
NICH at Its Best for Diabetes at Its Worst: Texting Teens and Their Caregivers for Better Outcomes
Wagner, D. V., Barry, S., Stoeckel, M., Teplitsky, L., & Harris, M. A. (2017) · Journal of Diabetes Science and Technology · doi:10.1177/1932296817695337 · Cited by 45 · see citing works
Zhang, S., Hamburger, E., Kahanda, S., Lyttle, M., Williams, R., & Jaser, S. S. (2018) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2018.0015 · Cited by 31 · see citing works
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7. Diabetes Technology: Standards of Care in Diabetes—2025
American Diabetes Association Professional Practice Committee, ElSayed, N. A., McCoy, R. G., Aleppo, G., Balapattabi, K., Beverly, E. A., Briggs Early, K., Bruemmer, D., Echouffo-Tcheugui, J. B., Ekhlaspour, L., et al. (2025) · Diabetes Care · doi:10.2337/dc25-s007 · Cited by 348 · see citing works
7. Diabetes Technology: <i>Standards of Care in Diabetes</i> — <i>2023</i>
ElSayed, N. A., Aleppo, G., Aroda, V. R., Bannuru, R. R., Brown, F. M., Bruemmer, D., Collins, B. S., Hilliard, M. E., Isaacs, D., Johnson, E. L., et al. (2023) · Diabetes Care · doi:10.2337/dc23-s007 · Cited by 301 · see citing works
7. Diabetes Technology: <i>Standards of Care in Diabetes—2024</i>
American Diabetes Association Professional Practice Committee, ElSayed, N. A., Aleppo, G., Bannuru, R. R., Bruemmer, D., Collins, B. S., Ekhlaspour, L., Hilliard, M. E., Johnson, E. L., Khunti, K., et al. (2024) · Diabetes Care · doi:10.2337/dc24-s007 · Cited by 281 · see citing works
7. Diabetes Technology: <i>Standards of Medical Care in Diabetes—2022</i>
American Diabetes Association Professional Practice Committee (2022) · Diabetes Care · doi:10.2337/dc22-s007 · Cited by 358 · see citing works
7. Diabetes Technology: Standards of Medical Care in Diabetes—2020
American Diabetes Association (2019) · Diabetes Care · doi:10.2337/dc20-s007 · Cited by 254 · see citing works
7. Diabetes Technology: <i>Standards of Medical Care in Diabetes—2021</i>
American Diabetes Association (2021) · Diabetes Care · doi:10.2337/dc21-s007 · Cited by 202 · see citing works
7. Diabetes Technology: Standards of Care in Diabetes—2026
Bajaj, M. S., McCoy, R. G., Balapattabi, K., Bannuru, R. R., Bellini, N. J., Bennett, A. K., Beverly, E. A., Early, K. B., ChallaSivaKanaka, S., Echouffo-Tcheugui, J. B., et al. (2025) · Diabetes Care · doi:10.2337/dc26-s007 · Cited by 194 · see citing works
Self-citationEaton, C. K., Vallejo, N., McDonald, X., Wu, J., Rodríguez, R., Muthusamy, N., Mathioudakis, N. N., & Riekert, K. A. (2024) · Journal of Medical Internet Research · doi:10.2196/50508 · Cited by 108 · see citing works
Whitehead, L., Robinson, S., Arabiat, D. H., Jenkins, M., & Mörelius, E. (2023) · JMIR Pediatrics and Parenting · doi:10.2196/44199 · Cited by 58 · see citing works
Gimbel, R. W., Rennert, L., Crawford, P. F., Little, J. R., Truong, K. D., Williams, J. E., Griffin, S. F., Shi, L., Chen, L., Zhang, L., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/17968 · Cited by 40 · see citing works
Psihogios, A. M., King‐Dowling, S., O’Hagan, B., Darabos, K., Maurer, L. A., Young, J., Fleisher, L. G., Barakat, L. P., Szalda, D. E., Hill‐Kayser, C. E., et al. (2021) · Annals of Behavioral Medicine · doi:10.1093/abm/kaab008 · Cited by 34 · see citing works
Using mHealth Applications to Promote Self-Managed Health Behaviors Among Teens
Wyatt, T. H., Bayless, A. K., Krauskopf, P., & Gaylord, N. M. (2021) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2021.04.025 · Cited by 25 · see citing works
Observed Characteristics Associated with Diabetes Device Use Among Teens with Type 1 Diabetes
Chen, C. W., TINSLEY, L. J., Volkening, L. K., Anderson, B. J., & Laffel, L. M. (2021) · Journal of Diabetes Science and Technology · doi:10.1177/19322968211050069 · Cited by 17 · see citing works
Self-citationA Text Messaging Intervention With Financial Incentive for Adolescents With Type 1 Diabetes
Kaushal, T., Katz, L. E. L., JOSEPH, J., Marowitz, M., Morales, K. H., Atkins, D., RITTER, D. P., Simon, R., Laffel, L. M., & Lipman, T. H. (2020) · Journal of Diabetes Science and Technology · doi:10.1177/1932296820952786 · Cited by 16 · see citing works
Self-citationIbrahim, N., Tréluyer, J., Briand, N., Godot, C., Polak, M., & Beltrand, J. (2021) · PLoS ONE · doi:10.1371/journal.pone.0248549 · Cited by 12 · see citing works
Tang, T. S., Seddigh, S., Halbe, E., & Vesco, A. T. (2023) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2023.08.006 · Cited by 8 · see citing works
Hanna, K. M., Kupzyk, K. A., Hansen, J. R., JONES-RYAN, M. L., & Drincic, A. (2020) · Diabetic Medicine · doi:10.1111/dme.14370 · Cited by 8 · see citing works
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Holt, R. I. G. (2019) · Diabetic Medicine · doi:10.1111/dme.13958 · Cited by 5 · see citing works
Kwok, G., Sharma, A., Mandato, I., & Devine, K. A. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21050584 · Cited by 4 · see citing works
Kaushal, T., Lipman, T. H., Katz, L. E. L., & Laffel, L. M. (2021) · Diabetes Spectrum · doi:10.2337/ds21-0007 · Cited by 4 · see citing works
Self-citationHuang, F., Fairley, C. K., Lee, D. M., Rahman, R., Ong, J. J., Bradshaw, C. S., Chen, M. Y., Phillips, T. R., & Chow, E. P. F. (2023) · Sexually Transmitted Diseases · doi:10.1097/olq.0000000000001847 · Cited by 2 · see citing works
Chen, C. W., Serata, E., Scheub, R., Dassau, T., Wasserman, R. M., Anderson, B. J., Volkening, L. K., & Laffel, L. M. (2024) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2024.111719 · Cited by 2 · see citing works
Self-citationEngaging teenagers with text-message services for glycaemic control
Waite, M. A. (2019) · Evidence-Based Nursing · doi:10.1136/ebnurs-2019-103115 · Cited by 1 · see citing works
Le smartphone comme outil thérapeutique chez l’adolescent diabétique de type 1
Ibrahim, N. (2021) · Soins Pédiatrie/Puériculture · doi:10.1016/j.spp.2021.03.004
Waida, E., Wilkinson, S., & Brauer, M. (2025) · BMJ Open Quality · doi:10.1136/bmjoq-2024-003114
PERKINS, A. G., Straton, E., Majidi, S., Barber, J., Maya, G., WHITE, S., Naveed, M., & Streisand, R. M. (2026) · Diabetes Obesity and Cardiometabolic CARE · doi:10.2337/doc26-0055
Mobile Health Interventions to Support Self-Management in Youth with Type 1 Diabetes
Granados, I., Fedele, D. A., & Patton, S. R. (2026) · Current Diabetes Reports · doi:10.1007/s11892-026-01645-2
- Authors
- McGill, D. E., Volkening, L. K., Butler, D. A., Wasserman, R. M., Anderson, B. J., & Laffel, L. M.
- Affiliations
- Joslin Diabetes Center (US)
- Baylor College of Medicine (US)
- Corresponding author
- Laffel, L. M.
- Venue
- Diabetic Medicine
- Publisher
- Wiley
- Published
- 2019-02-25
- Volume
- 36
- Issue
- 5
- Pages
- 600-605
- ISSN
- 0742-3071 (ISSN-L)
- 1464-5491
- PMC
- PMC6462241
- OpenAlex
- W2914243347
- Cited by
- 27
- References
- 20
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 4 · 2023: 4 · 2022: 1 · 2021: 7 · 2020: 4 · 2019: 3
- FWCI
- 5.11
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Diabetic Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Juvenile Diabetes Research Foundation International (2‐SRA‐2014‐253‐M‐B)
- National Institutes of Health (K12DK094721, P30DK036836, R01DK095273)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- type 1 diabetes, adolescents, text messaging, mobile health, blood glucose monitoring, HbA1c, glycemic control, patient engagement, diabetes self-management
- MeSH terms
- Adolescent, Adolescent Behavior, Attitude to Health, Blood Glucose, Diabetes Mellitus, Type 1, Female, Glycated Hemoglobin, Humans, Male, Patient Participation, Blood Glucose Self-Monitoring, Reminder Systems, Text Messaging
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