The effect of continuous subcutaneous glucose monitoring (CGMS) versus intermittent whole blood finger-stick glucose monitoring (SBGM) on hemoglobin A1c (HBA1c) levels in Type I diabetic patients: A systematic review
Abstract
Background and purpose Continuous glucose monitoring (CGMS) is a relatively new technology that measures interstitial glucose every 5 min for 72 h. The resulting profile provides a more comprehensive measure of glycemic excursions than intermittent self-blood finger-stick glucose monitoring (SBGM) and thus could potentially improve diabetes control. We performed a meta-analysis of randomized controlled trials comparing CGMS and SBGM in Type 1 diabetic patients. Our aim was to determine whether CGMS leads to better hemoglobin A1c (HBA1c) levels, a marker of long-term vascular risk.Methods Randomized controlled trials comparing CGMS and SBGM in Type 1 diabetic patients were identified using both manual and electronic searches of the literature in MEDLINE, EMBASE, PUBMED and Cochrane Central Registry of Controlled Trials from 1996 to March 2007. Relevant studies were independently selected by two reviewers, who also extracted data on study design, quality and effect on HBA1c levels. Data from all trials were pooled using a random effects model.Results Seven studies with a total of 335 patients fulfilled the inclusion criteria. Five studies were confined to the pediatric population (age<18 years). Study duration varied from 12 to 24 weeks. Compared with SBGM, CGMS was associated with a non-significant reduction in HBA1c (0.22%; 95% CI: -0.439% to 0.004%, p=0.055).Conclusions There is insufficient evidence to support the notion that CGMS provides a superior benefit over SBGM in terms of HBA1c reduction. There was some indication of improved detection of asymptomatic nocturnal hypoglycemia in the CGMS group.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Substantial heterogeneity, inadequate sample sizes, and publication bias were primary reasons for downgrading evidence.
“primarily due to: ? substantial heterogeneity [24, 38], potentially arising from differences in device brands and intervention durations (1–12 months); ? inadequate sample sizes, with most studies including fewer than 400 participants [15, 25, 30]; ? publication bias, as some systematic reviews were downgraded due to limited literature inclusion or asymmetric funnel plots [27, 30, 31].”
From Effectiveness of Wearable Devices for Diabetes Management: An Overview of Systematic Reviews and Meta‐Analyses (2026) · cites this paper as [15]
Cites
Measuring inconsistency in meta-analyses
Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003) · BMJ · doi:10.1136/bmj.327.7414.557 · Cited by 63,139 · see citing works
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722 · see citing works
Meta-analysis in clinical trials
DerSimonian, R., & Laird, N. (1986) · Controlled Clinical Trials · doi:10.1016/0197-2456(86)90046-2 · Cited by 39,552 · see citing works
(1993) · New England Journal of Medicine · doi:10.1056/nejm199309303291401 · Cited by 24,667 · see citing works
Assessing the quality of reports of randomized clinical trials: Is blinding necessary?
Jadad, A. R., Moore, R. A., Carroll, D., Jenkinson, C., Reynolds, D. J. M., Gavaghan, D. J., & McQuay, H. J. (1996) · Controlled Clinical Trials · doi:10.1016/0197-2456(95)00134-4 · Cited by 17,582 · see citing works
Moher, D., Cook, D. J., Eastwood, S., Olkin, I., Rennie, D., & Stroup, D. F. (1999) · The Lancet · doi:10.1016/s0140-6736(99)04149-5 · Cited by 4,826 · see citing works
Nowy rok, stare problemy, ale i nowe możliwości
Czupryniak, L. (2014) · Via Medica Journals · Cited by 1,192 · see citing works
Karter, A. J., Ackerson, L. M., Darbinian, J. A., D’Agostino, R. B., Ferrara, A., Liu, J., & Selby, J. V. (2001) · The American Journal of Medicine · doi:10.1016/s0002-9343(01)00742-2 · Cited by 595 · see citing works
Limitations of Conventional Methods of Self-Monitoring of Blood Glucose
Boland, E. A., Monsod, T. P., DeLucia, M. C., Brandt, C., Fernando, S. K., & Tamborlane, W. V. (2001) · Diabetes Care · doi:10.2337/diacare.24.11.1858 · Cited by 422 · see citing works
Postprandial Glucose Regulation and Diabetic Complications
Ceriello, A. (2004) · Archives of Internal Medicine · doi:10.1001/archinte.164.19.2090 · Cited by 362 · see citing works
Larsen, M. L., Hørder, M., & Mogensen, E. F. (1990) · New England Journal of Medicine · doi:10.1056/nejm199010113231503 · Cited by 257 · see citing works
Chico, A., Vidal-Ríos, P., Subirà, M., & Novials, A. (2003) · Diabetes Care · doi:10.2337/diacare.26.4.1153 · Cited by 235 · see citing works
Bode, B. W., Gross, T. M., Thornton, K. R., & Mastrototaro, J. J. (1999) · Diabetes Research and Clinical Practice · doi:10.1016/s0168-8227(99)00113-8 · Cited by 232 · see citing works
Ludvigsson, J., & Hanås, R. (2003) · PEDIATRICS · doi:10.1542/peds.111.5.933 · Cited by 227 · see citing works
Schiffrin, A., & Belmonte, M. M. (1982) · Diabetes Care · doi:10.2337/diacare.5.5.479 · Cited by 200 · see citing works
Continuous Subcutaneous Glucose Monitoring in Children With Type 1 Diabetes
Chase, H. P., Kim, L. M., Owen, S. L., MacKenzie, T. A., KLINGENSMITH, G. J., Murtfeldt, R., & Garg, S. K. (2001) · PEDIATRICS · doi:10.1542/peds.107.2.222 · Cited by 193 · see citing works
Monsod, T. P., Flanagan, D., Rife, F., Saenz, R., Caprio, S., Sherwin, R. S., & Tamborlane, W. V. (2002) · Diabetes Care · doi:10.2337/diacare.25.5.889 · Cited by 173 · see citing works
Predictors of control of diabetes: monitoring may be the key
Haller, M. J., Stalvey, M. S., & Silverstein, J. H. (2004) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2003.12.042 · Cited by 162 · see citing works
McGowan, K., Thomas, W. T. B., & Moran, A. (2002) · Diabetes Care · doi:10.2337/diacare.25.9.1499 · Cited by 148 · see citing works
Sachedina, N., & Pickup, J. C. (2003) · Diabetic Medicine · doi:10.1046/j.1464-5491.2003.01037.x · Cited by 142 · see citing works
KAUFMAN, F. R., Austin, J., Neinstein, A. B., Jeng, L., Halvorson, M., Devoe, D. J., & Pitukcheewanont, P. (2002) · The Journal of Pediatrics · doi:10.1067/mpd.2002.129175 · Cited by 136 · see citing works
Tanenberg, R. J., Bode, B. W., Lane, W. S., Levetan, C. S., Mestman, J. H., Peters, A. L., Tobian, J. A., Gross, T. M., & Mastrototaro, J. J. (2004) · Mayo Clinic Proceedings · doi:10.4065/79.12.1521 · Cited by 135 · see citing works
A Unified Approach for Assessing Agreement for Continuous and Categorical Data
Lin, L., Hedayat, A., & Wu, W. (2007) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543400701376498 · Cited by 114 · see citing works
Standards of Medical Care for Patients With Diabetes Mellitus
American Diabetes Association (1998) · Diabetes Care · doi:10.2337/diacare.21.1.s23 · Cited by 111 · see citing works
The Diabetes Research in Children Network (DirecNet) Study Group (2005) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2005.7.109 · Cited by 82 · see citing works
Caplin, N., O'Leary, P. C., Bulsara, M. K., Davis, E. A., & Jones, T. W. (2003) · Diabetic Medicine · doi:10.1046/j.1464-5491.2003.00837.x · Cited by 81 · see citing works
Lagarde, W. H., Barrows, F. P., Davenport, M. L., Kang, M., Guess, H. A., & Calikoglu, A. S. (2006) · Pediatric Diabetes · doi:10.1111/j.1399-543x.2006.00162.x · Cited by 72 · see citing works
Yates, K., Milton, A. H., Dear, K. B. G., & Ambler, G. R. (2006) · Diabetes Care · doi:10.2337/dc05-2315 · Cited by 64 · see citing works
Deiss, D., Hartmann, R., Hoeffe, J., & Kordonouri, O. (2004) · Pediatric Diabetes · doi:10.1111/j.1399-543x.2004.00053.x · Cited by 38 · see citing works
WEINZIMER, S. A., DeLucia, M. C., Boland, E. A., Steffen, A. T., & Tamborlane, W. V. (2003) · Diabetes Technology & Therapeutics · doi:10.1089/152091503765691866 · Cited by 29 · see citing works
Tavris, D. R., & Shoaibi, A. (2004) · Diabetes Technology & Therapeutics · doi:10.1089/1520915041705956 · Cited by 28 · see citing works
Evans, K. (2007) · Reference Reviews · doi:10.1108/09504120710728545 · Cited by 19 · see citing works
Larsen, J., Ford, T. C., Lyden, E. R., Colling, C., Mack-Shipman, L. R., & Lane, J. D. (2004) · Endocrine Practice · doi:10.4158/ep.10.4.324 · Cited by 12 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Sacks, D. B., Arnold, M., Bakris, G. L., Bruns, D. E., Horvath, A. R., Kirkman, M. S., Lernmark, A., Metzger, B. E., & Nathan, D. M. (2011) · Clinical Chemistry · doi:10.1373/clinchem.2010.161596 · Cited by 1,360 · see citing works
Sacks, D. B., Arnold, M., Bakris, G. L., Bruns, D. E., Horvath, A. R., Kirkman, M. S., Lernmark, A., Metzger, B. E., & Nathan, D. M. (2011) · Diabetes Care · doi:10.2337/dc11-9998 · Cited by 718 · 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
Lee, S.-K., Shin, D.-H., Kim, Y.-H., & Lee, K.-S. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16183323 · Cited by 87 · see citing works
Talaiti, M., Liao, X., Abulimiti, N., Zeng, M., & Wang, Y. (2026) · Journal of Diabetes Research · doi:10.1155/jdr/1464982
- Authors
- Chetty, V. T., Almulla, A., Odueyungbo, A., & Thabane, L.
- Affiliations
- Hamilton Regional Laboratory Medicine Program (CA)
- McMaster University (CA)
- St. Joseph’s Healthcare Hamilton (CA)
- Corresponding author
- Chetty, V.T.
- ORCID
- Thabane, L.
- Venue
- Diabetes Research and Clinical Practice
- Publisher
- Elsevier BV
- Published
- 2008-07
- Volume
- 81
- Issue
- 1
- Pages
- 79-87
- ISSN
- 0168-8227 (ISSN-L)
- OpenAlex
- W2025345162
- Cited by
- 85
- References
- 34
- Citations by year
- 2026: 2 · 2024: 2 · 2023: 1 · 2022: 4 · 2021: 6 · 2020: 1 · 2019: 5 · 2018: 2 · 2017: 1 · 2016: 7 · 2015: 3 · 2014: 4 · 2013: 7 · 2012: 8
- FWCI
- 1.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Diabetes Research and Clinical Practice (publishedVersion)
- PubMed (publishedVersion)
- 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, HbA1c, glycemic control, nocturnal hypoglycemia, glycemic excursions, pediatric diabetes
- MeSH terms
- Adolescent, Adult, Aged, Blood Glucose, Child, Child, Preschool, Diabetes Mellitus, Type 1, Fingers, Glycated Hemoglobin, Humans, Middle Aged, Quality Assurance, Health Care, Sensitivity and Specificity, Meta-Analysis as Topic, Reproducibility of Results, Observer Variation, Patient Selection, Monitoring, Ambulatory
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