Effect of Continuous Glucose Monitoring on Glycemic Control in Adolescents and Young Adults With Type 1 Diabetes: A Randomized Clinical Trial
Open accessAbstract
Importance: Adolescents and young adults with type 1 diabetes exhibit the worst glycemic control among individuals with type 1 diabetes across the lifespan. Although continuous glucose monitoring (CGM) has been shown to improve glycemic control in adults, its benefit in adolescents and young adults has not been demonstrated. Objective: To determine the effect of CGM on glycemic control in adolescents and young adults with type 1 diabetes. Design, Setting, and Participants: Randomized clinical trial conducted between January 2018 and May 2019 at 14 endocrinology practices in the US including 153 individuals aged 14 to 24 years with type 1 diabetes and screening hemoglobin A1c (HbA1c) of 7.5% to 10.9%. Interventions: Participants were randomized 1:1 to undergo CGM (CGM group; n = 74) or usual care using a blood glucose meter for glucose monitoring (blood glucose monitoring [BGM] group; n = 79). Main Outcomes and Measures: The primary outcome was change in HbA1c from baseline to 26 weeks. There were 20 secondary outcomes, including additional HbA1c outcomes, CGM glucose metrics, and patient-reported outcomes with adjustment for multiple comparisons to control for the false discovery rate. Results: Among the 153 participants (mean [SD] age, 17 [3] years; 76 [50%] were female; mean [SD] diabetes duration, 9 [5] years), 142 (93%) completed the study. In the CGM group, 68% of participants used CGM at least 5 days per week in month 6. Mean HbA1c was 8.9% at baseline and 8.5% at 26 weeks in the CGM group and 8.9% at both baseline and 26 weeks in the BGM group (adjusted between-group difference, -0.37% [95% CI, -0.66% to -0.08%]; P = .01). Of 20 prespecified secondary outcomes, there were statistically significant differences in 3 of 7 binary HbA1c outcomes, 8 of 9 CGM metrics, and 1 of 4 patient-reported outcomes. The most commonly reported adverse events in the CGM and BGM groups were severe hypoglycemia (3 participants with an event in the CGM group and 2 in the BGM group), hyperglycemia/ketosis (1 participant with an event in CGM group and 4 in the BGM group), and diabetic ketoacidosis (3 participants with an event in the CGM group and 1 in the BGM group). Conclusions and Relevance: Among adolescents and young adults with type 1 diabetes, continuous glucose monitoring compared with standard blood glucose monitoring resulted in a small but statistically significant improvement in glycemic control over 26 weeks. Further research is needed to understand the clinical importance of the findings. Trial Registration: ClinicalTrials.gov Identifier: NCT03263494.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The clinical efficacy of CGM has been demonstrated in numerous retrospective studies and RCTs of people with T1D regardless of insulin delivery method.
“The clinical efficacy of CGM has been demonstrated in numerous retrospective studies and RCTs of individuals with T1D regardless of insulin delivery method.156–161”
From American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update. (2022) · cites this paper as [158]
The Participants section includes adolescents and young adults with type 1 diabetes using either an insulin pump or multiple daily injections. The Primary Outcome section reports improved HbA1c with CGM versus blood glucose monitoring and no significant interaction by insulin delivery method. This source is one RCT in people aged 14–24; it does not itself establish efficacy across all people with type 1 diabetes or document numerous retrospective studies. (LLM, conf=0.85)
Experimental — accuracy not yet measuredAdding continuous glucose monitoring to either multiple daily injections or continuous subcutaneous insulin infusion substantially improves A1C, time in range, hypoglycemic events, quality of life, and patient satisfaction, with better results when continuous subcutaneous insulin infusion is combined with continuous glucose monitoring or integrated into automated insulin delivery systems.
“Regardless of the insulin delivery method (MDI vs CSII), glycemic control metrics, including A1C and CGM TIR, hypoglycemic events, QoL, and patient satisfaction are substantially improved when MDI or CSII is augmented with CGM, with better results when CSII is combined with CGM or integrated into AID systems, compared with using CGM.158,160,1129–1131”
From American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update. (2022) · cites this paper as [158]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredIn children, adolescents, and adults with type 1 diabetes, real-time continuous glucose monitoring consistently improves glycaemic metrics compared with capillary blood glucose monitoring.
“Compared to capillary blood glucose monitoring, real-time continuous glucose monitoring has been shown to consistently improve glycaemic metrics in children,14 adolescents15 and adults,16 including older adults,17 with type 1 diabetes.”
From Blood glucose monitoring devices: current considerations (2023) · cites this paper as [15]
A subsequent RCT specifically targeting adolescents and young adults, which included considerable education and support, showed that those randomized to rt-CGM had significantly reduced HbA 1c after 6 months compared with those randomized to BGM.
“A subsequent RCT specifically targeting adolescents and young adults, which included considerable education and support, showed that those randomized to rt-CGM had significantly reduced HbA 1c after 6 months compared with those randomized to BGM (175).”
From Guidelines and Recommendations for Laboratory Analysis in the Diagnosis and Management of Diabetes Mellitus (2023) · cites this paper as [175]
A1C reduction was seen in adolescents and young adults with type 1 diabetes using rtCGM.
“Similarly, A1C level reduction was seen in adolescents and young adults with type 1 diabetes using rtCGM (48).”
From 7. Diabetes Technology: Standards of Care in Diabetes—2025 (2025) · cites this paper as [48]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research
Buysse, D. J., Reynolds, C. F., Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989) · Psychiatry Research · doi:10.1016/0165-1781(89)90047-4 · Cited by 35,234 · see citing works
(1993) · New England Journal of Medicine · doi:10.1056/nejm199309303291401 · Cited by 24,667 · see citing works
Battelino, T., Danne, T., Bergenstal, R. M., Amiel, S. A., Beck, R., Biester, T., Bosi, E., Buckingham, B. A., Cefalu, W. T., Close, K. L., et al. (2019) · Diabetes Care · doi:10.2337/dci19-0028 · Cited by 4,032 · see citing works
Self-citationState of Type 1 Diabetes Management and Outcomes from the T1D Exchange in 2016–2018
Foster, N. C., Beck, R. W., Miller, K. M., Clements, M. A., Rickels, M. R., DiMeglio, L. A., Maahs, D. M., Tamborlane, W. V., Bergenstal, R., Smith, E., et al. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2018.0384 · Cited by 1,907 · see citing works
Self-citationContinuous glucose monitoring and intensive treatment of type 1 diabetes
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0805017 · Cited by 1,559 · see citing works
Estimates of Location Based on Rank Tests
Hodges, J. L., & Lehmann, E. L. (1963) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177704172 · Cited by 1,276 · see citing works
6. Glycemic Targets: <i>Standards of Medical Care in Diabetes—2019</i>
American Diabetes Association (2019) · Diabetes Care · doi:10.2337/dc19-s006 · Cited by 655 · see citing works
Peters, A., Laffel, L., & the American Diabetes Association Transitions Working Group (2011) · Diabetes Care · doi:10.2337/dc11-1723 · Cited by 581 · see citing works
Self-citationKleinman, L. C., & Norton, E. C. (2008) · Health Services Research · doi:10.1111/j.1475-6773.2008.00900.x · Cited by 297 · see citing works
Ruedy, K. J., Parkin, C. G., Riddlesworth, T. D., & Graham, C. (2017) · Journal of Diabetes Science and Technology · doi:10.1177/1932296817704445 · Cited by 225 · see citing works
Beunckens, C., Molenberghs, G., & Kenward, M. G. (2005) · Clinical Trials · doi:10.1191/1740774505cn119oa · Cited by 152 · see citing works
Investigating Hypoglycemic Confidence in Type 1 and Type 2 Diabetes
Polonsky, W. H., Fisher, L., Hessler, D., & Edelman, S. V. (2016) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2016.0366 · Cited by 114 · see citing works
Polonsky, W. H., Fisher, L., Hessler, D., & Edelman, S. V. (2015) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2014.0417 · Cited by 98 · see citing works
Youth-Perceived Burden of Type 1 Diabetes
Markowitz, J. T., Volkening, L. K., Butler, D. A., & Laffel, L. M. (2015) · Journal of Diabetes Science and Technology · doi:10.1177/1932296815583506 · Cited by 87 · see citing works
Self-citationBenjamini, Y. (2000) · doi:10.3102/10769986025001060
Flagged first, then by citations
Cited by
Sorted by citations
Blonde, L., Umpierrez, G. E., Reddy, S. S., McGill, J. B., Berga, S. L., Bush, M., Chandrasekaran, S., DeFronzo, R. A., Einhorn, D., Galindo, R. J., et al. (2022) · Endocrine Practice · doi:10.1016/j.eprac.2022.08.002 · Cited by 507 · see citing works
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
Sacks, D. B., Arnold, M., Bakris, G. L., Bruns, D. E., Horvath, A. R., Lernmark, Å., Metzger, B. E., Nathan, D. M., & Kirkman, M. S. (2023) · Diabetes Care · doi:10.2337/dci23-0036 · Cited by 351 · 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
Self-citationGrunberger, G., Sherr, J., Allende, M., Blevins, T., Bode, B., Handelsman, Y., Hellman, R., Lajara, R., Roberts, V. L., Rodbard, D., et al. (2021) · Endocrine Practice · doi:10.1016/j.eprac.2021.04.008 · Cited by 288 · see citing works
Self-citation7. 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
Self-citation7. 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
13. Children and Adolescents: <i>Standards of Medical Care in Diabetes—2021</i>
American Diabetes Association (2021) · Diabetes Care · doi:10.2337/dc21-s013 · Cited by 223 · see citing works
Continuous glucose monitoring: A review of the evidence in type 1 and 2 diabetes mellitus
Lin, R., Brown, F., James, S., Jones, J., & Ekinci, E. (2021) · Diabetic Medicine · doi:10.1111/dme.14528 · Cited by 197 · see citing works
Teo, E., Hassan, N., Tam, W., & Koh, S. (2022) · Diabetologia · doi:10.1007/s00125-021-05648-4 · Cited by 186 · see citing works
14. Children and Adolescents: 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-s014 · Cited by 173 · see citing works
Elbalshy, M., Haszard, J., Smith, H., Kuroko, S., Galland, B., Oliver, N., Shah, V., de Bock, M. I., & Wheeler, B. J. (2022) · Diabetic Medicine · doi:10.1111/dme.14854 · Cited by 104 · see citing works
Speight, J., Choudhary, P., Wilmot, E. G., Hendrieckx, C., Forde, H., Cheung, W. Y., Crabtree, T., Millar, B., Traviss‐Turner, G., Hill, A., et al. (2023) · Diabetic Medicine · doi:10.1111/dme.14944 · Cited by 92 · see citing works
Prahalad, P., Ding, V. Y., Zaharieva, D. P., Addala, A., Johari, R., Scheinker, D., Desai, M., Hood, K., & Maahs, D. M. (2022) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgab859 · Cited by 82 · see citing works
Self-citationReal-world evidence of automated insulin delivery system use
Considine, E. G., & Sherr, J. L. (2024) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2023.0442 · Cited by 59 · see citing works
Self-citationAccuracy of continuous glucose monitors for inpatient diabetes management
Wright, J. J., Williams, A. J., Friedman, S. B., Weaver, R. G., Williams, J. M., Hodge, E., Fowler, M., & Bao, S. (2023) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221076562 · Cited by 49 · see citing works
Tanenbaum, M. L., Zaharieva, D. P., Addala, A., Ngo, J., Prahalad, P., Leverenz, B., New, C., Maahs, D. M., & Hood, K. K. (2021) · Diabetic Medicine · doi:10.1111/dme.14567 · Cited by 42 · see citing works
Self-citationFang, Z., Liu, M., Tao, J., Li, C., Zou, F., & Zhang, W. (2022) · Journal of Endocrinological Investigation · doi:10.1007/s40618-021-01674-6 · Cited by 38 · see citing works
Putman, M. S., Norris, A. W., Hull, R. L., Rickels, M. R., Sussel, L., Blackman, S. M., Chan, C. L., Ode, K. L., Daley, T., Stecenko, A. A., et al. (2023) · Diabetes Care · doi:10.2337/dc23-0380 · Cited by 35 · see citing works
Lu, J., Ying, Z., Wang, P., Fu, M., Han, C., & Zhang, M. (2024) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.15328 · Cited by 39 · see citing works
Short-term use of CGM in youth onset type 2 diabetes is associated with behavioral modifications
Manfredo, J., Lin, T., Gupta, R., Abiola, K., West, M., Busin, K., Tracey, J., Brown, E. A., Magge, S. N., & Wolf, R. M. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1182260 · Cited by 25 · see citing works
Glocker, V., Bachmann, S., Hess, M., Szinnai, G., & Burckhardt, M.-A. (2022) · Frontiers in Endocrinology · doi:10.3389/fendo.2022.958671 · Cited by 25 · see citing works
Van Name, M. A., Kanapka, L. G., DiMeglio, L. A., Miller, K. M., Albanese-O’Neill, A., Commissariat, P., Corathers, S. D., Harrington, K. R., Hilliard, M. E., Anderson, B. J., et al. (2023) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221084667 · Cited by 20 · see citing works
Self-citationRizos, E. C., Markozannes, G., Charitakis, N., Filis, P., Stoimeni, A. E., Nørgaard, K., Ntzani, E. E., & Tsilidis, K. K. (2025) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2024.0599 · Cited by 18 · see citing works
Chow, E., Virani, A., Pinkney, S., Abdulhussein, F. S., van Rooij, T., Görges, M., Wasserman, W., Bone, J., Longstaff, H., & Amed, S. (2024) · Journal of Medical Internet Research · doi:10.2196/53657 · Cited by 12 · see citing works
Castellanos, L. E., Russell, S. J., Damiano, E. R., Beck, R. W., Shah, V. N., Bailey, R., Calhoun, P., Bird, K., Mauras, N., Bionic Pancreas Research Group, et al. (2023) · Diabetes Care · doi:10.2337/dc22-1478 · Cited by 11 · see citing works
Self-citationBlood glucose monitoring devices: current considerations
Sly, B., & Taylor, J. (2023) · Australian Prescriber · doi:10.18773/austprescr.2023.013 · Cited by 11 · see citing works
- Authors
- Laffel, L. M., Kanapka, L. G., Beck, R. W., Bergamo, K., Clements, M. A., Criego, A., DeSalvo, D. J., Goland, R., Hood, K., Liljenquist, D., Messer, L. H., Monzavi, R., Mouse, T. J., Prahalad, P., Sherr, J., Simmons, J. H., Wadwa, R. P., Weinstock, R. S., Willi, S. M., Miller, K. M., & CGM Intervention in Teens and Young Adults with T1D (CITY) Study Group
- Affiliations
- Joslin Diabetes Center (US)
- Jaeb Center for Health Research (US)
- University of North Carolina at Chapel Hill (US)
- Children's Mercy Hospital (US)
- HealthPartners (US)
- Baylor College of Medicine (US)
- Columbia University (US)
- Stanford University (US)
- Rocky Mountain Diabetes and Osteoporosis Center (US)
- Barbara Davis Center for Childhood Diabetes, Aurora, Colorado
- Children's Hospital Los Angeles (US)
- Yale University (US)
- Vanderbilt University Medical Center (US)
- SUNY Upstate Medical University (US)
- Children's Hospital of Philadelphia (US)
- Corresponding author
- Miller, Kellee M.
- ORCID
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 2020-06-16
- Volume
- 323
- Issue
- 23
- Pages
- 2388
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- PMC
- PMC7298603
- OpenAlex
- W3035569864
- Cited by
- 443
- References
- 15
- Citations by year
- 2026: 60 · 2025: 78 · 2024: 79 · 2023: 77 · 2022: 79 · 2021: 58 · 2020: 12
- FWCI
- 42.61
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- JAMA (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (UL1TR001863)
- National Institute of Diabetes and Digestive and Kidney Diseases (P30DK036836, P30DK045735)
- National Center for Advancing Translational Sciences
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- continuous glucose monitoring, type 1 diabetes, glycemic control, adolescents, young adults, HbA1c, blood glucose meters, hypoglycemia, patient-reported outcomes, diabetes self-management, glycemic variability, HbA1c variability
- MeSH terms
- Adolescent, Blood Glucose, Diabetes Mellitus, Type 1, Female, Glycated Hemoglobin, Humans, Hyperglycemia, Hypoglycemia, Hypoglycemic Agents, Male, Blood Glucose Self-Monitoring, Diabetic Ketoacidosis, Monitoring, Ambulatory, Young Adult, Mobile Applications
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review