Glucose Self-monitoring in Non–Insulin-Treated Patients With Type 2 Diabetes in Primary Care Settings: A Randomized Trial
Open accessAbstract
Importance: The value of self-monitoring of blood glucose (SMBG) levels in patients with non-insulin-treated type 2 diabetes has been debated. Objective: To compare 3 approaches of SMBG for effects on hemoglobin A1c levels and health-related quality of life (HRQOL) among people with non-insulin-treated type 2 diabetes in primary care practice. Design, Setting, and Participants: The Monitor Trial study was a pragmatic, open-label randomized trial conducted in 15 primary care practices in central North Carolina. Participants were randomized between January 2014 and July 2015. Eligible patients with type 2 non-insulin-treated diabetes were: older than 30 years, established with a primary care physician at a participating practice, had glycemic control (hemoglobin A1c) levels higher than 6.5% but lower than 9.5% within the 6 months preceding screening, as obtained from the electronic medical record, and willing to comply with the results of random assignment into a study group. Of the 1032 assessed for eligibility, 450 were randomized. Interventions: No SMBG, once-daily SMBG, and once-daily SMBG with enhanced patient feedback including automatic tailored messages delivered via the meter. Main Outcomes and Measures: Coprimary outcomes included hemoglobin A1c levels and HRQOL at 52 weeks. Results: A total of 450 patients were randomized and 418 (92.9%) completed the final visit. There were no significant differences in hemoglobin A1c levels across all 3 groups (P = .74; estimated adjusted mean hemoglobin A1c difference, SMBG with messaging vs no SMBG, -0.09%; 95% CI, -0.31% to 0.14%; SMBG vs no SMBG, -0.05%; 95% CI, -0.27% to 0.17%). There were also no significant differences found in HRQOL. There were no notable differences in key adverse events including hypoglycemia frequency, health care utilization, or insulin initiation. Conclusions and Relevance: In patients with non-insulin-treated type 2 diabetes, we observed no clinically or statistically significant differences at 1 year in glycemic control or HRQOL between patients who performed SMBG compared with those who did not perform SMBG. The addition of this type of tailored feedback provided through messaging via a meter did not provide any advantage in glycemic control. Trial Registration: clinicaltrials.gov Identifier: NCT02033499.
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?
In people with type 2 diabetes not using insulin, routine glucose monitoring is of limited additional clinical benefit while adding burden and cost.
“In people with type 2 diabetes not using insulin, routine glucose monitoring is of limited additional clinical bene fi t while adding burden and cost (54,55).”
From Management of Hyperglycemia in Type 2 Diabetes, 2022. A Consensus Report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD) (2022) · cites this paper as [55]
The Abstract reports no clinically or statistically significant improvement in glycemic control or health-related quality of life after one year of self-monitoring in non-insulin-treated patients. The Discussion raises possible user fatigue, but our copy does not establish that monitoring adds burden or cost; the cost-effectiveness study appears only in the References. (LLM, conf=0.82)
Experimental — accuracy not yet measuredA pragmatic, open-label randomized trial found no clinically or statistically significant differences at 1 year in glycemic control (as assessed by HbA 1c) or health-related quality of life between patients who performed BGM, with or without enhanced feedback, and those who did not.
“The study found no clinically or statistically significant differences at 1 year in glycemic control (as assessed by HbA 1c ) or health-related quality of life between patients who performed BGM, with or without enhanced feedback, and those who did not.”
From Guidelines and Recommendations for Laboratory Analysis in the Diagnosis and Management of Diabetes Mellitus (2023) · cites this paper as [115]
In people with type 2 diabetes not taking insulin, routine glucose monitoring may have limited additional clinical benefit; by itself, even with education, it has shown limited improvement in outcomes.
“In people with type 2 diabetes not taking insulin, routine glucose monitoring may be of limited additional clinical benefit.By itself, even when combined with education, this practice has shown limited improvement in outcomes (31).”
From 7. Diabetes Technology: Standards of Care in Diabetes—2025 (2025) · cites this paper as [31]
A trial of once-daily BGM with enhanced feedback through messaging found no clinically or statistically significant change in A1C at 1 year.
“A trial of once-daily BGM that included enhanced feedback from people with diabetes through messaging found no clinically or statistically significant change in A1C levels at 1 year (31).”
From 7. Diabetes Technology: Standards of Care in Diabetes—2025 (2025) · cites this paper as [31]
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
(1992) · PubMed · Cited by 33,716 · see citing works
Hao (2015) · doi:10.1002/14651858 · Cited by 11,321 · see citing works
The summary of diabetes self-care activities measure: results from 7 studies and a revised scale.
Toobert, D. J., Hampson, S. E., & Glasgow, R. E. (2000) · Diabetes Care · doi:10.2337/diacare.23.7.943 · Cited by 2,561 · see citing works
Quick Assessment of Literacy in Primary Care: The Newest Vital Sign
Weiss, B. (2005) · The Annals of Family Medicine · doi:10.1370/afm.405 · Cited by 2,222 · see citing works
The problem areas in diabetes scale: an evaluation of its clinical utility
Welch, G. W., Jacobson, A. M., & Polonsky, W. H. (1997) · Diabetes Care · doi:10.2337/diacare.20.5.760 · Cited by 664 · cited 1× · see citing works
“BMI, median (range) 33 (22-58) 33 (21-62) 34 (21-75) 33 (21-75)”
Chomutare, T., Fernandez-Luque, L., Årsand, E., & Hartvigsen, G. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1874 · Cited by 451 · see citing works
Makoul, G. T., Krupat, E., & Chang, C. (2007) · Patient Education and Counseling · doi:10.1016/j.pec.2007.05.005 · Cited by 442 · see citing works
Polonsky, W. H., Fisher, L., Schikman, C. H., Hinnen, D. A., Parkin, C. G., Jelsovsky, Z., Petersen, B., Schweitzer, M., & Wagner, R. S. (2011) · Diabetes Care · doi:10.2337/dc10-1732 · Cited by 429 · see citing works
The Diabetes Empowerment Scale-Short Form (DES-SF)
Anderson, R. M., Fitzgerald, J. T., Gruppen, L. D., Funnell, M. M., & Oh, M. S. (2003) · Diabetes Care · doi:10.2337/diacare.26.5.1641-a · Cited by 388 · see citing works
Bradley, C., & Lewis, K. S. (1990) · Diabetic Medicine · doi:10.1111/j.1464-5491.1990.tb01421.x · Cited by 378 · see citing works
Self-monitoring of blood glucose in patients with type 2 diabetes mellitus who are not using insulin
Malanda, U. L., Welschen, L. M., Riphagen, I. I., Dekker, J. M., Nijpels, G., & Bot, S. D. (2012) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005060.pub3 · Cited by 358 · see citing works
Cummins, E., Royle, P., Snaith, A., Greene, A., Robertson, L., McIntyre, L., & Waugh, N. (2010) · Health Technology Assessment · doi:10.3310/hta14110 · Cited by 336 · see citing works
O’Kane, M. J., Bunting, B., Copeland, M., & Coates, V. E. (2008) · BMJ · doi:10.1136/bmj.39534.571644.be · Cited by 326 · see citing works
Meal-Related Structured Self-Monitoring of Blood Glucose
Schwedes, U., Siebolds, M., Mertes, G., & For the SMBG Study Group (2002) · Diabetes Care · doi:10.2337/diacare.25.11.1928 · Cited by 300 · see citing works
Self-citationGuerci, B., Drouin, P., Grangé, V, Bougnères, P., Fontaine, P., Kerlan, V, Passa, P., Thivolet, C., Vialettes, B., & Charbonnel, B. (2003) · Diabetes & Metabolism · doi:10.1016/s1262-3636(07)70073-3 · Cited by 287 · see citing works
Self-monitoring of blood glucose in type 2 diabetes: systematic review
Clar, C., Barnard, K., Cummins, E., Royle, P., & Waugh, N. (2010) · Health Technology Assessment · doi:10.3310/hta14120 · Cited by 274 · see citing works
American Diabetes Association (2016) · Diabetes Care · doi:10.2337/dc17-s009 · Cited by 272 · see citing works
American Diabetes Association (2015) · Diabetes Care · doi:10.2337/dc16-s008 · Cited by 216 · see citing works
Simon, J., Gray, A., Clarke, P., Wade, A., Neil, A., & Farmer, A. (2008) · BMJ · doi:10.1136/bmj.39526.674873.be · Cited by 206 · see citing works
Blood glucose self-monitoring in type 2 diabetes: a randomised controlled trial
Farmer, A. A., Wade, A. N., French, D., Simon, J., Yudkin, P. L., Gray, A., Craven, A., Goyder, L., Holman, R. R., Mant, D., et al. (2009) · Health Technology Assessment · doi:10.3310/hta13150 · Cited by 178 · see citing works
Davidson, M. B., Castellanos, M., Kain, D., & Duran, P. (2005) · The American Journal of Medicine · doi:10.1016/j.amjmed.2004.12.006 · Cited by 178 · see citing works
Durán, A., MARTÍN, P., Rünkle, I., PÉREZ, N., Abad, R., Fernández, M. L. A., del Valle, L., Sanz, F., & Calle‐Pascual, A. L. (2010) · Journal of Diabetes · doi:10.1111/j.1753-0407.2010.00081.x · Cited by 156 · see citing works
Farmer, A. J., Perera, R., Ward, A., Heneghan, C., Oke, J., Barnett, A. H., Davidson, M. B., Guerci, B., Coates, V., Schwedes, U., et al. (2012) · BMJ · doi:10.1136/bmj.e486 · Cited by 156 · see citing works
Quick Assessment of Literacy in Primary Care: The Newest Vital Sign
Weiss, B. (2020) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/mb54-8y45 · Cited by 129 · see citing works
Poolsup, N., Suksomboon, N., & Rattanasookchit, S. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2009.0091 · Cited by 127 · see citing works
Allemann, S., Houriet, C., Diem, P., & Stettler, C. (2009) · Current Medical Research and Opinion · doi:10.1185/03007990903364665 · Cited by 115 · see citing works
Self-monitoring of blood glucose in overweight type 2 diabetic patients
Muchmore, D. B., Springer, J., & Miller, M. J. (1994) · Acta Diabetologica · doi:10.1007/bf00571954 · Cited by 112 · see citing works
Barnett, A. H., Krentz, A. J., Strojek, K., Sieradzki, J., Azizi, F., Embong, M., Imamoglu, S., Perušičová, J., Uličiansky, V., & Winkler, G. (2008) · Diabetes, Obesity and Metabolism · doi:10.1111/j.1463-1326.2008.00894.x · Cited by 106 · see citing works
Psychometric properties of the Questionnaire on Stress in patients with Diabetes--Revised (QSD-R).
Herschback, P., Duran, G., Waadt, S., Zettler, A., Amm, C., Marten-Mittag, B., & Strian, F. (1997) · Health Psychology · doi:10.1037//0278-6133.16.2.171 · Cited by 101 · see citing works
Czupryniak, L., Barkai, L., Bolgarska, S. V., Bronisz, A., Brož, J., Cypryk, K., Honka, M., Janež, A., Krnić, M., Lalic, N. M., et al. (2014) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2013.0302 · Cited by 95 · see citing works
Towfigh, A., Romanova, M., Weinreb, J. E., Munjas, B. A., Suttorp, M. J., Zhou, A., & Shekelle, P. (2008) · PubMed · Cited by 94 · see citing works
Stakeholder-Driven Comparative Effectiveness Research
Selby, J. V., Forsythe, L. P., & Sox, H. C. (2015) · JAMA · doi:10.1001/jama.2015.15139 · Cited by 89 · see citing works
Step-Up Multiple Testing of Parameters with Unequally Correlated Estimates
Dunnett, C. W., & Tamhane, A. C. (1995) · Biometrics · doi:10.2307/2533327 · Cited by 74 · see citing works
Psychometric properties of the Questionnaire on Stress in patients with Diabetes—Revised (QSD-R).
Herschbach, P., Duran, G., Waadt, S., et al. (1997) · Health Psychology · doi:10.1037/0278-6133.16.2.171 · Cited by 74 · see citing works
Bonomo, K., De Salve, A., Fiora, E., Mularoni, E., Massucco, P., Poy, P., Pomero, A., Cavalot, F., Anfossi, G., & Trovati, M. (2010) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2009.10.021 · Cited by 53 · see citing works
Wang, J., Zgibor, J. C., Matthews, J. T., Charron‐Prochownik, D., Sereika, S. M., & Siminerio, L. M. (2012) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721712440331 · Cited by 45 · see citing works
Fisher, L., Polonsky, W. H., Parkin, C. G., Jelsovsky, Z., Petersen, B., & Wagner, R. S. (2012) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2011.12.016 · Cited by 44 · see citing works
Self-monitoring of blood glucose in tablet-treated type 2 diabetic patients (ZODIAC).
Kleefstra, N., Hortensius, J., Logtenberg, S. J. J., Slingerland, R. J., Groenier, K. H., Houweling, S. T., Gans, R. O. B., van Ballegooie, E., & Bilo, H. J. G. (2010) · PubMed · Cited by 38 · see citing works
Kaufman, N., & Patnoe-Woodley, P. D. (2011) · Journal of Diabetes Science and Technology · doi:10.1177/193229681100500335 · Cited by 19 · see citing works
Consensus guidelines for glycemic monitoring in type 1/type 2 & GDM
Kesavadev, J., SADIKOT, S. M., WANGNOO, S. K., Kannampilly, J., Saboo, B., Aravind, S. R., Kalra, S., Makkar, B. M., Maji, D., Saikia, M., et al. (2014) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2014.04.030 · Cited by 14 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [41]41. Wofford JL, Martin MJ, Campos CL. Eliminating routine glucometer readings in the office setting: correcting a foolish consistency. JAMA Intern Med. 2016;176(11):1721-1722. doi:10.1001/jamainternmed .2016.5883 · DOI
Cited by
Sorted by citations
Davies, M. J., D’Alessio, D. A., Fradkin, J., Kernan, W. N., Mathieu, C., Mingrone, G., Rossing, P., Tsapas, A., Wexler, D. J., & Buse, J. B. (2018) · Diabetes Care · doi:10.2337/dci18-0033 · Cited by 3,518 · see citing works
Self-citationDavies, M. J., Aroda, V. R., Collins, B. S., Gabbay, R. A., Green, J., Maruthur, N. M., Rosas, S. E., Del Prato, S., Mathieu, C., Mingrone, G., et al. (2022) · Diabetes Care · doi:10.2337/dci22-0034 · Cited by 2,104 · see citing works
Self-citationDavies, M. J., D’Alessio, D. A., Fradkin, J., Kernan, W. N., Mathieu, C., Mingrone, G., Rossing, P., Tsapas, A., Wexler, D. J., & Buse, J. B. (2018) · Diabetologia · doi:10.1007/s00125-018-4729-5 · Cited by 1,455 · see citing works
Self-citationDavies, M. J., Aroda, V. R., Collins, B. S., Gabbay, R. A., Green, J., Maruthur, N. M., Rosas, S. E., Del Prato, S., Mathieu, C., Mingrone, G., et al. (2022) · Diabetologia · doi:10.1007/s00125-022-05787-2 · Cited by 1,048 · see citing works
Self-citation6. Glycemic Targets: Standards of Medical Care in Diabetes—2018
American Diabetes Association (2017) · Diabetes Care · doi:10.2337/dc18-s006 · Cited by 764 · 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
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: <i>Standards of Medical Care in Diabetes—2019</i>
American Diabetes Association (2019) · Diabetes Care · doi:10.2337/dc19-s007 · Cited by 179 · 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
Sacks, D. B., Arnold, M. A., Bakris, G. L., Bruns, D. E., Horvath, A. R., Lernmark, Å., Metzger, B. E., Nathan, D. M., & Kirkman, M. S. (2023) · Clinical Chemistry · doi:10.1093/clinchem/hvad080 · Cited by 157 · see citing works
Diagnosis and Treatment of Type 2 Diabetes in Adults
Kalyani, R. R., Neumiller, J. J., Maruthur, N. M., & Wexler, D. J. (2025) · JAMA · doi:10.1001/jama.2025.5956 · Cited by 145 · see citing works
IT-Enabled Self-Monitoring for Chronic Disease Self-Management: An Interdisciplinary Review
Jiang, J., & Cameron, A. (2020) · MIS Quarterly · doi:10.25300/misq/2020/15108 · Cited by 108 · see citing works
Powell, R. E., Zaccardi, F., Beebe, C., Chen, X. M., Crawford, A., Cuddeback, J., Gabbay, R. A., Kissela, L., Litchman, M. L., Mehta, R., et al. (2021) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.14455 · Cited by 99 · see citing works
Klatman, E. L., Jenkins, A. J., Ahmedani, M. Y., & Ogle, G. D. (2018) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(18)30074-3 · Cited by 100 · see citing works
Nkhoma, D., Soko, C. J., Bowrin, P., Manga, Y. B., Greenfield, D., Househ, M. S., Li, Y., & Iqbal, U. (2021) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2021.106370 · Cited by 102 · see citing works
Technology in the management of type 2 diabetes: Present status and future prospects
DALY, A. B., & Hovorka, R. (2021) · Diabetes Obesity and Metabolism · doi:10.1111/dom.14418 · Cited by 93 · see citing works
Lee, J. Y., Chan, C. K. Y., Chua, S. S., Ng, C. J., Paraidathathu, T., Lee, K. K. C., & Lee, S. W. H. (2020) · Journal of General Internal Medicine · doi:10.1007/s11606-019-05316-9 · Cited by 79 · see citing works
Price, D. A., Deng, Q., Kipnes, M., & Beck, S. E. (2021) · Diabetes Therapy · doi:10.1007/s13300-021-01086-y · Cited by 77 · see citing works
Moon, J. S., Kang, S., Choi, J. H., Lee, K. A., Moon, J. H., Chon, S., Kim, D. J., Kim, H. J., Seo, J. A., Kim, M. K., et al. (2024) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2024.0249 · Cited by 76 · see citing works
Klonoff, D. C. (2019) · Journal of Diabetes Science and Technology · doi:10.1177/1932296818820303 · Cited by 73 · see citing works
Reddy, N., Verma, N., & Dungan, K. M. (2020) · MDText.com, Inc. eBooks · Cited by 68 · see citing works
Machry, R. V., Rados, D. V., Gregório, G. R. D., & Rodrigues, T. C. (2018) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2018.05.037 · Cited by 55 · see citing works
Chamberlain, J. J., Doyle-Delgado, K., Peterson, L., & SKOLNIK, N. (2019) · Annals of Internal Medicine · doi:10.7326/m19-1638 · Cited by 54 · see citing works
Parsons, S. N., Luzio, S. D., Harvey, J. N., Bain, S. C., Cheung, W. Y., Watkins, A., & Owens, D. R. (2019) · Diabetic Medicine · doi:10.1111/dme.13899 · Cited by 39 · see citing works
Mattishent, K., & Loke, Y. K. (2018) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2018.05.005 · Cited by 38 · see citing works
Lee, D. Y., Park, J., Choi, D., Ahn, H.-Y., Park, S.-W., & Park, C.-Y. (2018) · Scientific Reports · doi:10.1038/s41598-018-22034-0 · Cited by 31 · see citing works
Behavioral Phenotyping in Health Promotion
Kangovi, S., & Asch, D. A. (2018) · JAMA · doi:10.1001/jama.2018.2921 · Cited by 38 · see citing works
Kang, S., Kang, S. M., Choi, J. H., Ko, S., Koo, B. K., Kwon, H.-S., Kim, M. K., Kim, S. Y., Kim, S., Kim, Y., et al. (2025) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2025.0469 · Cited by 42 · see citing works
Systematic review of self-monitoring of blood glucose in patients with type 2 diabetes
Chircop, J., Sheffield, D., & Kotera, Y. (2021) · Nursing Research · doi:10.1097/nnr.0000000000000542 · Cited by 34 · see citing works
Sia, H.-K., Kor, C.-T., Tu, S.-T., Liao, P.-Y., & Wang, J.-Y. (2021) · Scientific Reports · doi:10.1038/s41598-021-81024-x · Cited by 33 · see citing works
Versluis, A., Boels, A. M., Huijden, M. C. G., Mijnsbergen, M. D., Rutten, G. E. H. M., & Vos, R. C. (2025) · Diabetic Medicine · doi:10.1111/dme.70002 · Cited by 38 · see citing works
Cutruzzolà, A., Irace, C., Parise, M., Fiorentino, R., Tripodi, P. F. P., Ungaro, S., Babinsky, V. N., & Gnasso, A. (2020) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2020.06.009 · Cited by 29 · see citing works
Piera-Jiménez, J., Winters, M., Broers, E., Valero-Bover, D., Habibović, M., Widdershoven, J. W. M. G., Folkvord, F., & Lupiáñez‐Villanueva, F. (2020) · Journal of Medical Internet Research · doi:10.2196/17351 · Cited by 29 · see citing works
Increased Hemoglobin A1c Time in Range Reduces Adverse Health Outcomes in Older Adults With Diabetes
Prentice, J. C., Mohr, D. C., Zhang, L., Li, D., Legler, A., Nelson, R. E., & Conlin, P. R. (2021) · Diabetes Care · doi:10.2337/dc21-0292 · Cited by 28 · see citing works
Xu, Y., Tan, D. H. Y., & Lee, J. Y. (2019) · International Journal of Clinical Practice · doi:10.1111/ijcp.13357 · Cited by 26 · see citing works
Bell, K. F., Cappell, K. A., Liang, M., & Kong, A. M. (2017) · PubMed Central · Cited by 23 · see citing works
Turchioe, M. R., Burgermaster, M., Mitchell, E. G., Desai, P. M., & Mamykina, L. (2020) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2020.103572 · Cited by 22 · see citing works
Cox, D. J., Banton, T., Moncrief, M., Conaway, M., Diamond, A., Holmes, V., Green Pastors, J., Wolf, A., Fang, K., & McCall, A. (2020) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2020-001795 · Cited by 20 · see citing works
A Digital-First Model of Diabetes Care
Cafazzo, J. A. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2019.0058 · Cited by 21 · see citing works
Zou, Y. L., Zhao, S., Li, G., & Zhang, C. (2022) · Journal of General Internal Medicine · doi:10.1007/s11606-022-07864-z · Cited by 20 · see citing works
Wang, X., Tian, B., Zhang, S., Zhang, J., Yang, W., Li, J., Wang, W., Wang, Y., & Zhang, W. (2023) · Scientific Reports · doi:10.1038/s41598-023-45312-y · Cited by 22 · see citing works
Broers, E., Kop, W., Denollet, J., Widdershoven, J., Wetzels, M., Ayoola, I., Piera-Jiménez, J., & Habibović, M. (2020) · Journal of Medical Internet Research · doi:10.2196/14570 · Cited by 16 · see citing works
Williams, D. M., Parsons, S. N., Dunseath, G. J., Stephens, J. W., Luzio, S. D., & Owens, D. R. (2020) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2020.01.006 · Cited by 18 · see citing works
Despins, L. A., & Wakefield, B. J. (2020) · Journal of Clinical Nursing · doi:10.1111/jocn.15280 · Cited by 18 · see citing works
Self-Monitoring of Blood Glucose in Youth-Onset Type 2 Diabetes: Results From the TODAY Study
Weinstock, R. S., Braffett, B. H., McGuigan, P., Larkin, M. E., Grover, N., Walders‐Abramson, N., Laffel, L. M., Chan, C. L., CHANG, N. T., Schwartzman, B., et al. (2019) · Diabetes Care · doi:10.2337/dc18-1854 · Cited by 16 · see citing works
Self-citationMontero, A. R., Toro-Tobón, D., Gann, K., Nassar, C. M., Youssef, G. A., & Magee, M. F. (2021) · BMC Endocrine Disorders · doi:10.1186/s12902-021-00884-6 · Cited by 16 · see citing works
Kowitt, S. D., Donahue, K. E., Fisher, E. B., Mitchell, M., & Young, L. (2018) · Clinical Diabetes and Endocrinology · doi:10.1186/s40842-018-0069-0 · Cited by 15 · see citing works
Self-citationRivich, J., Kosirog, E. R., Billups, S. J., Petrie, J. L., & Saseen, J. J. (2018) · Diabetes Spectrum · doi:10.2337/ds18-0064 · Cited by 14 · see citing works
RSSDI consensus recommendations on insulin therapy in the management of diabetes
(extended), E. P., Chawla, R., Makkar, B. M., Aggarwal, S., Bajaj, S., Das, A. K., Ghosh, S. K., Gupta, A., Gupta, S., Jaggi, S., et al. (2019) · International Journal of Diabetes in Developing Countries · doi:10.1007/s13410-019-00783-6 · Cited by 14 · see citing works
Havele, S. A., Pfoh, E. R., Yan, C., Misra‐Hebert, A. D., Le, P., & Rothberg, M. B. (2018) · The Annals of Family Medicine · doi:10.1370/afm.2244 · Cited by 13 · see citing works
Sun, X., Zhou, X., Li, S., & Ji, L. (2023) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2023.111027 · Cited by 12 · see citing works
Li, S., Guo, H., Zhang, Y., Li, P., Zhou, P., Li-rong, S., Li, J., & Chen, L. (2021) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-021-00657-0 · Cited by 12 · see citing works
When and how to deintensify type 2 diabetes care
Aubert, C. E., Lega, I. C., Bourron, O., Train, A. J., & Kullgren, J. T. (2021) · BMJ · doi:10.1136/bmj-2021-066061 · Cited by 12 · see citing works
Correlates of Self-Care Behaviors in Adults With Type 2 Diabetes and Comorbid Heart Failure
Aga, F., Dunbar, S. B., Kebede, T., Higgins, M. K., & GARY, R. A. (2019) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721719855752 · Cited by 12 · see citing works
Tanaka, N., Yabe, D., Murotani, K., Yamaguchi, Y., Fujita, Y., Kubota, S., Nakashima‐Yasuda, R., Kubota‐Okamoto, S., Ueno, S., Yamazaki, Y., et al. (2021) · Journal of Diabetes Investigation · doi:10.1111/jdi.13607 · Cited by 11 · see citing works
The association between self-monitoring of blood glucose and HbA1c in type 2 diabetes
Yuan, Y., Zhou, X., Jia, W., Zhou, J., Zhang, F., Du, J., & Ji, L. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1056828 · Cited by 11 · see citing works
Persson, D. R., Zhukouskaya, K., Wegener, A.-M. K., Jørgensen, L. K., Bardram, J. E., & Bækgaard, P. (2023) · JMIR Formative Research · doi:10.2196/49738 · Cited by 11 · see citing works
Irace, C., Schweitzer, M. A., Tripolino, C., Scavelli, F. B., & Gnasso, A. (2017) · JMIR mhealth and uhealth · doi:10.2196/mhealth.8532 · Cited by 11 · see citing works
Chang, Y.-T., Tu, Y.-Z., Chiou, H., Lai, K., & Yu, N. C. (2022) · JMIR mhealth and uhealth · doi:10.2196/31764 · Cited by 11 · see citing works
Alvarez, P. M., Young, L., Mitchell, M., Blakeney, T., Buse, J. B., Vu, M. B., Weaver, M. A., Rees, J. R., Grimm, K. F., & Donahue, K. E. (2018) · Diabetes Spectrum · doi:10.2337/ds17-0064 · Cited by 11 · see citing works
Self-citationRama Chandran, S., Rahman, N., Gandhi, M., Tan, N. C., Phoon, I. K. Y., Seah, D. E. J., Cheah, M. H., Sek, K., & Gardner, D. S.-L. (2024) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2024.111678 · Cited by 10 · see citing works
Nemlekar, P. M., Hannah, K. L., & Norman, G. J. (2023) · Clinical Diabetes · doi:10.2337/cd22-0080 · Cited by 10 · see citing works
Ordoñez, J. S. F., & Pérez-Gualdrón, C. E. (2019) · Revista de la Facultad de Medicina · doi:10.15446/revfacmed.v67n3.69687 · Cited by 10 · see citing works
Wang, J., Lo, S., Yeh, Y., Hwu, C., Huang, C., Hsieh, C., & Sheu, W. H. (2021) · International Journal of Clinical Practice · doi:10.1111/ijcp.14410 · Cited by 10 · see citing works
Yi, W. M., Jones, E. M. V. W., Hansen, B. K., & Vora, J. (2019) · PubMed Central · Cited by 9 · see citing works
Terao, N. (2022) · Asia-Pacific Journal of Oncology Nursing · doi:10.1016/j.apjon.2022.100172 · Cited by 9 · see citing works
Brackney, D. E. (2018) · Journal of Clinical Nursing · doi:10.1111/jocn.14369 · Cited by 9 · see citing works
Fingerstick Glucose Monitoring in Veterans Affairs Nursing Home Residents with Diabetes Mellitus
Jeon, S. Y., Shi, Y., Lee, A. K., Hunt, L. J., Lipska, K. J., Boscardin, W. J., & Lee, S. (2020) · Journal of the American Geriatrics Society · doi:10.1111/jgs.16880 · Cited by 8 · see citing works
Structured Blood Glucose Monitoring in Primary Care: A Practical, Evidence-Based Approach
Logan, A. D., Jones, J., & Kuritzky, L. (2020) · Clinical Diabetes · doi:10.2337/cd20-0045 · Cited by 8 · see citing works
Anfinogenova, Y., Grakova, E. V., Shvedova, M., Kopeva, K. V., Teplyakov, A. T., & Popov, S. V. (2017) · Heart Failure Reviews · doi:10.1007/s10741-017-9647-y · Cited by 8 · see citing works
Hayek, A. A., Klonoff, D. C., Zahrani, W. M. A., Saeed, A. H. A., & Dawish, M. A. A. (2025) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2025.112458 · Cited by 8 · see citing works
Xu, Y.-Q., Lim, J. H., Ramaya, H., & Lee, Y.-C. J. (2019) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2019.107873 · Cited by 7 · see citing works
Madeo, B., Diazzi, C., Granata, A. R. M., Ghoch, M. E., Greco, C., Romano, S., Scaltriti, S., & Rochira, V. (2020) · Journal of Population Therapeutics and Clinical Pharmacology · doi:10.15586/jptcp.v27isp2.680 · Cited by 7 · see citing works
Triki, N., Yekutiel, N., Levi, L., & Azuri, J. (2021) · Diabetic Medicine · doi:10.1111/dme.14518 · Cited by 7 · see citing works
Rapid Point-of-Care Test for Determination of C-Peptide Levels
Rao, P. V., Bean, E., Nair-Schaef, D., Chen, S., Kazmierczak, S. C., Roberts, C. T., & Nagalla, S. R. (2021) · Journal of Diabetes Science and Technology · doi:10.1177/1932296821995557 · Cited by 6 · see citing works
Active Learning: Lessons From Women With Type 2 Diabetes in a Walking Program
Fritschi, C., Martyn-Nemeth, P. A., Zhu, B., & Kim, M. J. (2019) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721719848437 · Cited by 6 · see citing works
Self-Monitoring of Blood Glucose in Patients with Insulin-Treated Type 2 Diabetes Mellitus
Kim, K. (2018) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2018.42.1.26 · Cited by 6 · see citing works
Tai, J. C. J., Wong, L. Z., & Richardson, A. (2021) · Cureus · doi:10.7759/cureus.15597 · Cited by 5 · see citing works
Pfoh, E. R., Linfield, D. T., Speaker, S. L., Roufael, J., Yan, C., Misra‐Hebert, A. D., & Rothberg, M. B. (2021) · Journal of General Internal Medicine · doi:10.1007/s11606-021-07047-2 · Cited by 5 · see citing works
Kimura, M., Toyoda, M., Saito, N., Takahashi, M., Isozumi, K., Kato, E., Kawanami, D., & Fukagawa, M. (2022) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s363762 · Cited by 5 · see citing works
Tarigan, T. J. E., Dwijayanti, A., Setyowati, S., & Louisa, M. (2021) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s279385 · Cited by 5 · see citing works
Wang, Y., Yuan, X., gu, X., meng, C., & Zheng, Y. (2023) · Nursing Open · doi:10.1002/nop2.1765 · Cited by 5 · see citing works
A Cost Analysis of Rethink the Strip
Spees, L. P., Young, L., Rees, J. R., MOTTUS, K. M., Leeman, J., Boynton, M. H., Richman, E. L., Vu, M. B., & Donahue, K. E. (2023) · Medical Care · doi:10.1097/mlr.0000000000001899 · Cited by 5 · see citing works
Self-citationDigital Diabetes Care System Observations from a Pilot Evaluation Study in Vietnam
Khanh, T. Q., Hao, P. N., Roitman, E., Raz, I., Marganitt, B., & Cahn, A. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17030937 · Cited by 5 · see citing works
Yang, S. J., Lim, S., Choi, Y., Lee, J., & Yoon, K. (2024) · Endocrinology and Metabolism · doi:10.3803/enm.2023.1878 · Cited by 4 · see citing works
Clinical Impact of Continuous Glucose Monitoring in Noninsulin Treated Type 2 Diabetes: A Review
Aleppo, G., Carlson, A. L., McGill, J. B., Alshannaq, H. A., Galindo, R. J., Kruger, D. F., Levy, C. J., Matuoka, J. Y., Ilham, S., Umpierrez, G. E., et al. (2026) · Diabetes Technology & Therapeutics · doi:10.1177/15209156251414980 · Cited by 5 · see citing works
Common mistakes concerning diabetes management in daily clinical practice
Makrilakis, K., & Papachristoforou, E. (2024) · Primary care diabetes · doi:10.1016/j.pcd.2024.09.004 · Cited by 4 · see citing works
Home Tonometry—Can We? Should We?
Muir, K. W. (2017) · JAMA Ophthalmology · doi:10.1001/jamaophthalmol.2017.3194 · Cited by 4 · see citing works
Hale, L., Cameron, T. C., Donahue, K. E., Vu, M. B., Leeman, J., Johnson, A., Richman, E. L., Rees, J. R., & Young, L. (2022) · Frontiers in Clinical Diabetes and Healthcare · doi:10.3389/fcdhc.2022.835845 · Cited by 4 · see citing works
Self-citationChronic Disease Self-Management
Straub, L., & Thekkekandam, M. (2023) · Springer eBooks · doi:10.1007/978-3-031-29171-5_5 · Cited by 4 · see citing works
Sia, H., Kor, C., Tu, S., Liao, P.-Y., & Chang, Y.-C. (2021) · PeerJ · doi:10.7717/peerj.11005 · Cited by 4 · see citing works
Mobile technology for self-monitoring of blood glucose among patients with type 2 diabetes mellitus
Coughlin, S. S. (2017) · mHealth · doi:10.21037/mhealth.2017.10.03 · Cited by 4 · see citing works
Engagement and Outcomes Associated with Contextual Annotation Features of a Digital Health Solution
DUGAS, M. A., Wang, W., Crowley, K., Iyer, A. K., Peeples, M., Shomali, M. E., & Gao, G. G. (2020) · Journal of Diabetes Science and Technology · doi:10.1177/1932296820976409 · Cited by 4 · see citing works
Sensor Ecosystems for Health Self‐Monitoring: Focus on Diabetes Management
Ganguly, A., Churcher, N. K. M., Upasham, S., Dhamu, V. N., & Prasad, S. (2023) · Wiley eBooks · doi:10.1002/9783527834266.ch44 · Cited by 4 · see citing works
Facilitators and Barriers to Self-Monitoring of Blood Glucose (SMBG) in Diabetic Patients
Brohi, A. H., Hakim, A., Wassan, S. M., Soomro, A. M., Bhatti, W. S., Tunio, A. H., Kumar, A., Baloch, N., Malhani, W. A., Mangi, A. A., et al. (2020) · Journal of Pharmaceutical Research International · doi:10.9734/jpri/2020/v32i2530830 · Cited by 3 · see citing works
- Authors
- Young, L. A., Buse, J. B., Weaver, M. A., Vu, M. B., Mitchell, C. M., Blakeney, T., Grimm, K., Rees, J., Niblock, F., Donahue, K. E., & for the Monitor Trial Group
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Venue
- JAMA Internal Medicine
- Publisher
- American Medical Association (AMA)
- Published
- 2017-07-01
- Volume
- 177
- Issue
- 7
- Pages
- 920
- ISSN
- 2168-6106 (ISSN-L)
- PMC
- PMC5818811
- OpenAlex
- W2623217224
- Semantic Scholar
- 76d70b09da394642c3c7a290cd3a3f25f4edee60
- Cited by
- 148
- References
- 38
- Citations by year
- 2026: 7 · 2025: 9 · 2024: 9 · 2023: 14 · 2022: 15 · 2021: 29 · 2020: 18 · 2019: 19 · 2018: 17 · 2017: 11
- FWCI
- 14.04
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- JAMA Internal Medicine (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- American Diabetes Association (UL1TR001111)
- Bristol-Myers Squibb
- Eli Lilly and Company
- AstraZeneca
- GlaxoSmithKline
- Sanofi
- Intarcia Therapeutics
- Halozyme
- AstraZeneca HealthCare Foundation
- MacroGenics
- Novo Nordisk
- Astellas Pharma
- National Institutes of Health (UL1TR002489)
- 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
- self-monitoring of blood glucose, type 2 diabetes, non-insulin-treated diabetes, glycemic control, HbA1c, health-related quality of life, patient feedback, message tailoring, blood glucose meters, primary care, hypoglycemia, insulin initiation, diabetes self-management education
- MeSH terms
- Adult, Aged, Diabetes Mellitus, Type 2, Female, Glycated Hemoglobin, Humans, Hypoglycemic Agents, Male, Middle Aged, North Carolina, Outcome and Process Assessment, Health Care, Primary Health Care, Quality of Life, Blood Glucose Self-Monitoring, Disease Management
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