Positioning time in range in diabetes management
Open accessAbstract
Recent upswings in the use of continuous glucose monitoring (CGM) technologies have given people with diabetes and healthcare professionals unprecedented access to a range of new indicators of glucose control. Some of these metrics are useful research tools and others have been welcomed by patient groups for providing insights into the quality of glucose control not captured by conventional laboratory testing. Among the latter, time in range (TIR) is an intuitive metric that denotes the proportion of time that a person’s glucose level is within a desired target range (usually 3.9–10.0 mmol/l [3.5–7.8 mmol/l in pregnancy]). For individuals choosing to use CGM technology, TIR is now often part of the expected conversation between patient and healthcare professional, and consensus recommendations have recently been produced to facilitate the adoption of standardised TIR targets. At a regulatory level, emerging evidence linking TIR to risk of complications may see TIR being more widely accepted as a valid endpoint in future clinical trials. However, given the skewed distribution of possible glucose values outside of the target range, TIR (on its own) is a poor indicator of the frequency or severity of hypoglycaemia. Here, the state-of-the-art linking TIR with complications risk in diabetes and the inverse association between TIR and HbA 1c are reviewed. Moreover, the importance of including the amount and severity of time below range (TBR) in any discussions around TIR and, by inference, time above range (TAR) is discussed. This review also summarises recent guidance in setting ‘time in ranges’ goals for individuals with diabetes who wish to make use of these metrics. For most people with type 1 or type 2 diabetes, a TIR >70%, a TBR <3.9 mmol/l of <4%, and a TBR <3.0 mmol/l of <1% are recommended targets, with less stringent targets for older or high-risk individuals and for those under 25 years of age. As always though, glycaemic targets should be individualised and rarely is that more applicable than in the personal use of CGM and the data it provides.
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TIR, and especially mean CGM glucose, correlates with A1C.
“TIR, and especially mean CGM glucose, correlates with A1C (27)(28)(29)(30)(31).”
From 6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes-2026. (2026) · cites this paper as [27]
In 'The relationship between TIR and hyperglycaemia' (page not available), the paper reports strong inverse correlations between TIR and HbA1c. 'Evidence underlying consensus recommendations on TIR targets' says HbA1c reflects mean glucose levels, but does not establish the claim that mean CGM glucose correlates with HbA1c more strongly than TIR does. (LLM, conf=0.82)
Experimental — accuracy not yet measuredStandardized reports with visual summaries have been implemented and help individuals with diabetes and health care professionals interpret the data to guide treatment decisions.
“To make these metrics actionable, standardized reports with visual summaries have been implemented (33) and help individuals with diabetes and health care professionals interpret the data to guide treatment decisions (27,30).”
From 6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes-2026. (2026) · cites this paper as [27]
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Cites
(1993) · New England Journal of Medicine · doi:10.1056/nejm199309303291401 · Cited by 24,667 · see citing works
(1996) · Institutional Research Information System University of Turin (University of Turin) · doi:10.1111/j · Cited by 5,486 · 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
International consensus on use of continuous glucose monitoring
Danne, T., Nimri, R., Battelino, T., Bergenstal, R. M., Close, K. L., DeVries, J. H., Garg, S., Heinemann, L., Hirsch, I., Amiel, S. A., et al. (2017) · Diabetes Care · doi:10.2337/dc17-1600 · Cited by 2,069 · see citing works
State 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
Beck, R. W., Riddlesworth, T., Ruedy, K., Ahmann, A., Bergenstal, R., Haller, S., Kollman, C., Kruger, D., McGill, J. B., Polonsky, W., et al. (2017) · JAMA · doi:10.1001/jama.2016.19975 · Cited by 1,185 · see citing works
(2018) · doi:10.1001/jama · Cited by 932 · see citing works
Bolinder, J., Antuna, R., Geelhoed-Duijvestijn, P., Kröger, J., & Weitgasser, R. (2016) · The Lancet · doi:10.1016/s0140-6736(16)31535-5 · Cited by 893 · see citing works
Feig, D. S., Donovan, L. E., Corcoy, R., Murphy, K. E., Amiel, S. A., Hunt, K. F., Asztalos, E., Barrett, J. F. R., Sanchez, J. J., de Leiva, A., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(17)32400-5 · Cited by 803 · see citing works
Validation of Time in Range as an Outcome Measure for Diabetes Clinical Trials
Beck, R. W., Bergenstal, R. M., Riddlesworth, T. D., Kollman, C., Li, Z., Brown, A. S., & Close, K. L. (2019) · Diabetes Care · doi:10.2337/dc18-1444 · Cited by 793 · see citing works
Lind, M., Polonsky, W., Hirsch, I. B., Heise, T., Bolinder, J., Dahlqvist, S., Schwarz, E., Ólafsdóttir, A. F., Frid, A., Wedel, H., et al. (2017) · JAMA · doi:10.1001/jama.2016.19976 · Cited by 705 · see citing works
Glucose management indicator (GMI): a new term for estimating A1C from continuous glucose monitoring
Bergenstal, R. M., Beck, R. W., Close, K. L., Grunberger, G., Sacks, D. B., Kowalski, A., Brown, A. S., Heinemann, L., Aleppo, G., Ryan, D. B., et al. (2018) · Diabetes Care · doi:10.2337/dc18-1581 · Cited by 684 · cited 1× · see citing works
“The data analysis tools offer patients and healthcare professionals a wide range of metrics of glucose control quality, including number of days worn, percentage of time CGM is active, mean glucose, glucose management indicator (GMI; formerly estimated HbA1c [16]), glycaemic variability (%CV) and TIR [17].”
Method6. 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
Safety of a hybrid closed-loop insulin delivery system in patients with type 1 diabetes
Bergenstal, R. M., Garg, S., Weinzimer, S. A., Buckingham, B. A., Bode, B. W., Tamborlane, W. V., & Kaufman, F. R. (2016) · JAMA · doi:10.1001/jama.2016.11708 · Cited by 644 · see citing works
Beck, R. W., Riddlesworth, T. D., Ruedy, K., Ahmann, A., Haller, S., Kruger, D., McGill, J. B., Polonsky, W., Price, D., Aronoff, S., et al. (2017) · Annals of Internal Medicine · doi:10.7326/m16-2855 · Cited by 635 · see citing works
Haak, T., Hanaire, H., Ajjan, R., Hermanns, N., Riveline, J.-P., & Rayman, G. (2017) · Diabetes Therapy · doi:10.1007/s13300-016-0223-6 · Cited by 623 · see citing works
Pickup, J. C., Freeman, S. C., & Sutton, A. J. (2011) · BMJ · doi:10.1136/bmj.d3805 · Cited by 541 · see citing works
Lu, J., Ma, X., Zhou, J., Zhang, L., Mo, Y., Ying, L., Lu, W., Zhu, W., Bao, Y., Vigersky, R. A., et al. (2018) · Diabetes Care · doi:10.2337/dc18-1131 · Cited by 517 · see citing works
The relationships between time in range, hyperglycemia metrics, and HbA1c
Beck, R. W., Bergenstal, R. M., Cheng, P., Kollman, C., Carlson, A. L., Johnson, M. L., & Rodbard, D. (2019) · Journal of Diabetes Science and Technology · doi:10.1177/1932296818822496 · Cited by 479 · see citing works
The relationship of hemoglobin A1C to time-in-range in patients with diabetes
Vigersky, R. A., & McMahon, C. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2018.0310 · Cited by 464 · see citing works
Continuous glucose monitoring: a review of recent studies demonstrating improved glycemic outcomes
Rodbard, D. (2017) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0035 · Cited by 458 · see citing works
Agiostratidou, G., Anhalt, H., Ball, D., Blonde, L., Gourgari, E., Harriman, K. N., Kowalski, A. J., Madden, P., McAuliffe-Fogarty, A. H., McElwee-Malloy, M., et al. (2017) · Diabetes Care · doi:10.2337/dc17-1624 · Cited by 397 · see citing works
Toward Defining the Threshold Between Low and High Glucose Variability in Diabetes
Monnier, L., Colette, C., Wojtusciszyn, A., Dejager, S., Renard, E., Molinari, N., & Owens, D. R. (2017) · Diabetes Care · doi:10.2337/dc16-1769 · Cited by 390 · see citing works
The International Hypoglycaemia Study Group (2016) · Diabetologia · doi:10.1007/s00125-016-4146-6 · Cited by 367 · see citing works
Bergenstal, R. M., Ahmann, A. J., Bailey, T., Beck, R. W., Bissen, J., Buckingham, B., Deeb, L., Dolin, R. H., Garg, S. K., Goland, R., et al. (2013) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2013.0051 · Cited by 307 · cited 1× · see citing works
“Such a stacked bar can be visualised alongside the standardised 24 h ambulatory glucose profile (AGP) [31] licensed bymost companies employing CGM software (Fig.”
MethodBergenstal, R. M., Gal, R. L., Connor, C. G., Gubitosi-Klug, R., Kruger, D., Olson, B. A., Willi, S. M., Aleppo, G., Weinstock, R. S., Wood, J., et al. (2017) · Annals of Internal Medicine · doi:10.7326/m16-2596 · Cited by 306 · see citing works
Vigersky, R. A., Fonda, S. J., Chellappa, M., Walker, M. S., & Ehrhardt, N. M. (2011) · Diabetes Care · doi:10.2337/dc11-1438 · Cited by 304 · see citing works
Tanenbaum, M. L., Hanes, S. J., Miller, K. M., Naranjo, D., Bensen, R., & Hood, K. K. (2017) · Diabetes Care · doi:10.2337/dc16-1536 · Cited by 296 · see citing works
Glycemic Variability and Diabetes Complications: Does It Matter? Of Course It Does!
Hirsch, I. B. (2015) · Diabetes Care · doi:10.2337/dc14-2898 · Cited by 286 · see citing works
Metrics for glycaemic control - from HbA1c to continuous glucose monitoring
Kovatchev, B. P. (2017) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2017.3 · Cited by 272 · see citing works
14. Management of Diabetes in Pregnancy: Standards of Medical Care in Diabetes—2019
American Diabetes Association (2018) · Diabetes Care · doi:10.2337/dc19-s014 · Cited by 271 · see citing works
Glucose Variability: Timing, Risk Analysis, and Relationship to Hypoglycemia in Diabetes
Kovatchev, B. P., & Cobelli, C. (2016) · Diabetes Care · doi:10.2337/dc15-2035 · Cited by 260 · see citing works
Glycemic Goals in Diabetes: Trade-off Between Glycemic Control and Iatrogenic Hypoglycemia
Cryer, P. E. (2014) · Diabetes · doi:10.2337/db14-0059 · Cited by 240 · see citing works
Hempe, J. M., Liu, S., Myers, L., McCarter, R., Buse, J. B., & Fonseca, V. A. (2015) · Diabetes Care · doi:10.2337/dc14-1844 · Cited by 235 · see citing works
Assessing Sensor Accuracy for Non-Adjunct Use of Continuous Glucose Monitoring
Kovatchev, B. P., Patek, S. D., Ortiz, E. A., & Breton, M. D. (2015) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2014.0272 · Cited by 234 · see citing works
Kristensen, K., Ögge, L. E., Sengpiel, V., Kjölhede, K., Dotevall, A., Elfvin, A., Knop, F. K., Wiberg, N., Katsarou, A., Shaat, N., et al. (2019) · Diabetologia · doi:10.1007/s00125-019-4850-0 · Cited by 210 · see citing works
Herman, A., Aerts, O., Baeck, M., Bruze, M., De Block, C., Goossens, A., Hamnerius, N., Huygens, S., Maiter, D., Tennstedt, D., et al. (2017) · Contact Dermatitis · doi:10.1111/cod.12866 · Cited by 192 · see citing works
Haak, T., Hanaire, H., Ajjan, R., Hermanns, N., Riveline, J.-P., & Rayman, G. (2017) · Diabetes Therapy · doi:10.1007/s13300-017-0255-6 · Cited by 188 · see citing works
Lachin, J. M., Bebu, I., Bergenstal, R. M., Pop‐Busui, R., Service, F. J., Zinman, B., & Nathan, D. M. (2017) · Diabetes Care · doi:10.2337/dc16-2426 · Cited by 186 · see citing works
Wright, L. A.-C., & Hirsch, I. B. (2017) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0029 · Cited by 181 · see citing works
Bergenstal, R. M. (2015) · Diabetes Care · doi:10.2337/dc15-0099 · Cited by 140 · see citing works
Improving the clinical value and utility of CGM systems: issues and recommendations
Petrie, J. R., Peters, A. L., Bergenstal, R. M., Holl, R. W., Fleming, G. A., & Heinemann, L. (2017) · Diabetologia · doi:10.1007/s00125-017-4463-4 · Cited by 140 · see citing works
Changes in the glycemic profiles of women with type 1 and type 2 diabetes during pregnancy
Murphy, H. R., Rayman, G., Duffield, K., Lewis, K. S., Kelly, S., Johal, B., Fowler, D., & Temple, R. C. (2007) · Diabetes Care · doi:10.2337/dc07-0500 · Cited by 138 · see citing works
Continuous glucose monitoring targets in type 1 diabetes pregnancy: every 5% time in range matters
Murphy, H. R. (2019) · Diabetologia · doi:10.1007/s00125-019-4904-3 · Cited by 137 · see citing works
Aberer, F., Hajnsek, M., Rumpler, M., Zenz, S., Baumann, P. M., Elsayed, H., Puffing, A., Treiber, G. M., Pieber, T. R., Sourij, H., et al. (2017) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12907 · Cited by 132 · see citing works
Messer, L. H., Forlenza, G. P., Sherr, J. L., Wadwa, R. P., Buckingham, B. A., WEINZIMER, S. A., Maahs, D. M., & Slover, R. H. (2018) · Diabetes Care · doi:10.2337/dc17-1682 · Cited by 126 · see citing works
Ólafsdóttir, A. F., Polonsky, W. H., Bolinder, J., Hirsch, I. B., Dahlqvist, S., Wedel, H., Nyström, T., Wijkman, M. O., Schwarcz, E., Hellman, J., et al. (2018) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0363 · Cited by 115 · see citing works
Vos, F. E., Schollum, J. B. W., Coulter, C. V., Manning, P. J., Duffull, S. B., & Walker, R. J. (2011) · Nephrology · doi:10.1111/j.1440-1797.2011.01517.x · Cited by 114 · see citing works
Stone, M. P., Agrawal, P. K., Chen, X., Liu, M., Shin, J., Cordero, T. L., & KAUFMAN, F. R. (2018) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2018.0202 · Cited by 114 · see citing works
Ajjan, R., Cummings, M. H., Jennings, P. L., Leelarathna, L., Rayman, G. A., & Wilmot, E. G. (2018) · Diabetes and Vascular Disease Research · doi:10.1177/1479164118756240 · Cited by 111 · see citing works
Peyser, T. A., Balo, A. K., Buckingham, B. A., Hirsch, I. B., & Garcia, A. (2017) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0187 · Cited by 90 · see citing works
Runge, A. S., Kennedy, L., Brown, A. S., Dove, A. E., Levine, B. J., Koontz, S. P., Iyengar, V. S., Odeh, S. A., Close, K. L., Hirsch, I. B., et al. (2018) · Clinical Diabetes · doi:10.2337/cd17-0094 · Cited by 87 · see citing works
Need for Regulatory Change to Incorporate Beyond A1C Glycemic Metrics
Beyond A1C Writing Group (2018) · Diabetes Care · doi:10.2337/dci18-0010 · Cited by 87 · see citing works
Lachin, J. M., GENUTH, S. M., Nathan, D. M., & Rutledge, B. N. (2007) · Diabetes · doi:10.2337/db07-0028 · Cited by 75 · see citing works
Translating glycated hemoglobin A1c into time spent in glucose target range: A multicenter study
Petersson, J., Åkesson, K., Sundberg, F., & Särnblad, S. (2019) · Pediatric Diabetes · doi:10.1111/pedi.12817 · Cited by 74 · see citing works
Associations between HbA1c and continuous glucose monitoring‐derived glycaemic variables
Hirsch, I. B., Welsh, J. B., Calhoun, P. M., Puhr, S., Walker, T. C., & Price, D. A. (2019) · Diabetic Medicine · doi:10.1111/dme.14065 · Cited by 63 · see citing works
Rodbard, D. (2018) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2017.0416 · Cited by 58 · see citing works
Random plasma glucose predicts the diagnosis of diabetes
Rhee, M. K., Ho, Y.-L. A., Raghavan, S., Vassy, J. L., Cho, K., GAGNON, D. R., Staimez, L. R., Ford, C. N., Wilson, P. W. F., & Phillips, L. S. (2019) · PLoS ONE · doi:10.1371/journal.pone.0219964 · Cited by 49 · see citing works
Display of Glucose Distributions by Date, Time of Day, and Day of Week: New and Improved Methods
Rodbard, D. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300619 · Cited by 47 · see citing works
Vigersky, R. A., Shin, J., Jiang, B., Siegmund, T., McMahon, C., & Thomas, A. (2017) · Journal of Diabetes Science and Technology · doi:10.1177/1932296817718561 · Cited by 41 · see citing works
Cohen, R. M., Franco, R. S., Smith, E. P., & Higgins, J. M. (2019) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2018-02409 · Cited by 36 · see citing works
FreeStyle Libre: contact irritation versus contact allergy
Aerts, O., Herman, A., Bruze, M., Goossens, A., & Mowitz, M. (2017) · The Lancet · doi:10.1016/s0140-6736(17)32142-6 · Cited by 24 · see citing works
Cutaneous adverse events related to FreeStyle Libre device
Brahimi, N., Potier, L., & Mohammedi, K. (2017) · The Lancet · doi:10.1016/s0140-6736(17)30896-6 · Cited by 10 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [44]44. Bergenstal RM, Gal RL, Connor CG et al (2017) Racial differences in the relationship of glucose concentrations and hemoglobin A1c levels. Ann Intern Med 167(2):95-102. https://doi.org/10.7326/ M16-2596
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Freckmann, G., Nichols, J. H., Hinzmann, R., Klonoff, D. C., Ju, Y., Diem, P., Makris, K., & Slingerland, R. J. (2021) · Clinica Chimica Acta · doi:10.1016/j.cca.2020.12.025 · Cited by 62 · see citing works
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- Authors
- Advani, A.
- Affiliations
- St. Michael's Hospital (CA)
- Corresponding author
- Advani, Andrew
- ORCID
- Advani, Andrew
- Venue
- Diabetologia
- Published
- 2019-11-07
- Volume
- 63
- Issue
- 2
- Pages
- 242-252
- ISSN
- 0012-186X (ISSN-L)
- 1432-0428
- OpenAlex
- W2987603677
- Cited by
- 170
- References
- 63
- Citations by year
- 2026: 12 · 2025: 24 · 2024: 24 · 2023: 37 · 2022: 28 · 2021: 30 · 2020: 14 · 2014: 1
- FWCI
- 2.77
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Diabetologia (publishedVersion, other-oa)
- PubMed (publishedVersion)
- Funders
- Institute of Nutrition, Metabolism and Diabetes
- Heart and Stroke Foundation of Canada
- RDV Foundation
- Diabetes Canada
- Kidney Foundation of Canada
- 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
- time in range, continuous glucose monitoring, diabetes management, hypoglycemia, time below range, time above range, HbA1c, glycemic targets, diabetes complications, type 1 diabetes, type 2 diabetes
- MeSH terms
- Diabetes Mellitus, Type 2, Glycated Hemoglobin, Humans, Hypoglycemic Agents, Time Factors, Blood Glucose Self-Monitoring, Diabetes Complications
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