Hypoglycemia in patients with type 2 diabetes newly initiated on basal insulin in the US in a community setting: impact on treatment discontinuation and hospitalization
Open accessAbstract
OBJECTIVE: To evaluate the impact of 6 month hypoglycemia on treatment discontinuation and hospitalization of patients initiating basal insulin for type 2 diabetes (T2D) in real-world practice. METHODS: This was a retrospective cohort study of patient-level data using electronic medical records (EMRs) in the Predictive Health Intelligence diabetes dataset. Data from adult patients with T2D initiating basal insulin glargine, insulin detemir, or Neutral Protamine Hagedorn insulin between January 2008 and March 2014 was analyzed. The date of first basal insulin prescription in an outpatient setting was the index date. A 12 month baseline prior to the index date was established; follow-up was 6-24 months from the index date. Patients were assigned to cohorts by experience of hypoglycemia (International Classification of Diseases, Ninth Revision, Clinical Modification [ICD-9-CM] code or blood glucose test) in the first 6 months following the index date; with hypoglycemia and without hypoglycemia cohorts were compared for basal insulin treatment discontinuation and hospitalization. RESULTS: Overall, 49,062 patients were included; 5159 (10.5%) experienced hypoglycemia in the 6 months following basal insulin initiation. In the first 12 months, 68.1% of patients in the with hypoglycemia cohort discontinued basal insulin versus 53.9% in the without hypoglycemia cohort (p < .0001); more patients in the with hypoglycemia cohort had at least one hospitalization in the first year of follow-up (50.1% vs. 14.6%; p < .0001). CONCLUSION: Patients with hypoglycemia soon after initiating basal insulin are at greater risk of discontinuation of their basal insulin therapy and hospitalization versus those who did not have hypoglycemic events within the first 6 months of basal insulin initiation. A limitation of this study is that it was a retrospective analysis of EMR data and the study may not be representative of all US patients with T2D on basal insulin and it cannot be assumed that every hypoglycemic event was recorded.
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?
Our findings are consistent with a recent electronic medical record data analysis showing that patients with type 2 diabetes who have hypoglycaemia within the first 6 months after initiating basal insulin were at increased risk of discontinuing insulin compared with those who did not experience early hypoglycaemia.
“Our findings are consistent with a recent electronic medical record data analysis showing that patients with type 2 diabetes who have hypoglycaemia that occurs within the first 6 months after initiating BI were at an increased risk of discontinuing insulin compared with those who did not experience early hypoglycaemia.15”
From Early hypoglycaemia and adherence after basal insulin initiation in a nationally representative sample of Medicare beneficiaries with type 2 diabetes (2019) · cites this paper as [15]
Patients who initiate insulin may experience early hypoglycaemia within 6 months of initiation, which may lead to poor insulin adherence and a higher risk of hospitalization, especially in older and disabled patients.
“Furthermore, patients who do initiate insulin may experience early hypoglycaemia (ie within 6 months of initiation), which may lead to poor insulin adherence and a higher risk of hospitalization, especially in older and disabled patients.15”
From Early hypoglycaemia and adherence after basal insulin initiation in a nationally representative sample of Medicare beneficiaries with type 2 diabetes (2019) · cites this paper as [15]
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
Centers for Disease Control and Prevention
Branum, A. (2007) · Sage eBooks · doi:10.4135/9781412952644.n74 · Cited by 6,434 · see citing works
Management of Hyperglycemia in Type 2 Diabetes: A Patient-Centered Approach
Inzucchi, S. E., Bergenstal, R. M., Buse, J. B., Diamant, M., Ferrannini, E., Nauck, M., Peters, A. L., Tsapas, A., Wender, R., & Matthews, D. R. (2012) · Diabetes Care · doi:10.2337/dc12-0413 · Cited by 3,207 · see citing works
Inzucchi, S. E., Bergenstal, R. M., Buse, J. B., Diamant, M., Ferrannini, E., Nauck, M., Peters, A. L., Tsapas, A., Wender, R., & Matthews, D. R. (2015) · Diabetes Care · doi:10.2337/dc14-2441 · Cited by 3,066 · see citing works
Ho, P. M., Rumsfeld, J. S., Masoudi, F. A., McClure, D. L., Plomondon, M. E., Steiner, J. F., & Magid, D. J. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.17.1836 · Cited by 1,135 · see citing works
The barrier of hypoglycemia in diabetes
Cryer, P. E. (2008) · Diabetes · doi:10.2337/db08-1084 · Cited by 725 · see citing works
Peyrot, M., Barnett, A. H., Meneghini, L. F., & Schumm‐Draeger, P. ‐. (2012) · Diabetic Medicine · doi:10.1111/j.1464-5491.2012.03605.x · Cited by 655 · see citing works
Psychological Insulin Resistance in Patients With Type 2 Diabetes
Polonsky, W. H., Fisher, L., Guzman, S., Villa-Caballero, L., & Edelman, S. V. (2005) · Diabetes Care · doi:10.2337/diacare.28.10.2543 · Cited by 552 · see citing works
Hypoglycaemia in Type 2 diabetes
Amiel, S. A., Dixon, T., Mann, R., & Jameson, K. (2008) · Diabetic Medicine · doi:10.1111/j.1464-5491.2007.02341.x · Cited by 472 · see citing works
Hsu, P., Sung, S., Cheng, H., Yeh, J. S., Liu, W., Chan, W., Chen, C., Chou, P., & Chuang, S. (2012) · Diabetes Care · doi:10.2337/dc12-0916 · Cited by 247 · see citing works
Peyrot, M. F., Barnett, A. H., Meneghini, L., & Schumm‐Draeger, P. ‐. (2012) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2012.01636.x · Cited by 144 · see citing works
Ward, A., Alvarez, P., Vo, L., & Martin, S. (2014) · Journal of Medical Economics · doi:10.3111/13696998.2014.882843 · Cited by 130 · see citing works
Rys, P., Wojciechowski, P., Rogoz-Sitek, A., Niesyczyński, G., Lis, J., Syta, A., & Malecki, M. T. (2015) · Acta Diabetologica · doi:10.1007/s00592-014-0698-4 · Cited by 101 · see citing works
Lopez, J., Annunziata, K., Bailey, R., Morisky, D. E., & Rupnow, M. (2014) · Patient Preference and Adherence · doi:10.2147/ppa.s58813 · Cited by 96 · see citing works
Economic and Clinical Impact of Inpatient Diabetic Hypoglycemia
Curkendall, S. M., Natoli, J. L., Alexander, C. M., Nathanson, B. H., Haidar, T., & Dubois, R. W. (2009) · Endocrine Practice · doi:10.4158/ep08343.or · Cited by 95 · see citing works
The incidence and costs of hypoglycemia in type 2 diabetes.
Quilliam, B. J., Simeone, J. C., Ozbay, A. B., & Kogut, S. J. (2011) · PubMed · Cited by 94 · see citing works
Bron, M., Marynchenko, M. B., Yang, H., Yu, A. P., & Wu, E. Q. (2012) · Postgraduate Medicine · doi:10.3810/pgm.2012.01.2525 · Cited by 78 · see citing works
Walz, L., Pettersson, B., Rosenqvist, U., Deleskog, A., Journath, G., & Wändell, P. (2014) · Patient Preference and Adherence · doi:10.2147/ppa.s58781 · Cited by 75 · see citing works
DiBonaventura, M., Wintfeld, N., Huang, J., & Goren, A. (2014) · Patient Preference and Adherence · doi:10.2147/ppa.s55550 · Cited by 70 · see citing works
Challenges Associated with Insulin Therapy in Type 2 Diabetes Mellitus
Edelman, S. V., & Pettus, J. (2014) · The American Journal of Medicine · doi:10.1016/j.amjmed.2014.07.003 · Cited by 54 · see citing works
Ayyagari, R., Wei, W., Cheng, D., Pan, C., Signorovitch, J., & Wu, E. Q. (2015) · Value in Health · doi:10.1016/j.jval.2014.12.016 · Cited by 35 · see citing works
Current Perspectives on Psychological Insulin Resistance: Primary Care Provider and Patient Views
Krall, J. S., Gabbay, R. A., Zickmund, S. L., Hamm, M., Williams, K. R., & Siminerio, L. M. (2014) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2014.0268 · Cited by 33 · see citing works
Davis, K. L., Tangirala, M., Meyers, J., & Wei, W. (2013) · Current Medical Research and Opinion · doi:10.1185/03007995.2013.811403 · Cited by 32 · see citing works
Initiating insulin in patients with type 2 diabetes
Lau, A. N. C., Tang, T., Halapy, H., Thorpe, K. E., & Yu, C. H. Y. (2012) · Canadian Medical Association Journal · doi:10.1503/cmaj.110779 · Cited by 28 · see citing works
Campbell, R. K. (2012) · PubMed · Cited by 24 · see citing works
Add-on therapies to metformin for type 2 diabetes
Shomali, M. E. (2010) · Expert Opinion on Pharmacotherapy · doi:10.1517/14656566.2011.542150 · Cited by 18 · see citing works
LEVIN, P. A., Wei, W., Miao, R., Ye, F., Xie, L., Baser, O., & Gill, J. (2014) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12407 · Cited by 14 · see citing works
Self-citationClinical practice in type 2 diabetes: After metformin and lifestyle, then what?
Cobble, M. E., & Peters, A. L. (2009) · PubMed · Cited by 13 · see citing works
Xie, L., Wei, W., Pan, C., & Başer, O. (2013) · Journal of Medical Economics · doi:10.3111/13696998.2013.824458 · Cited by 12 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Sullivan, S. D., Bailey, T. S., Roussel, R., Zhou, F. L., Bosnyák, Z., Preblick, R., Westerbacka, J., Gupta, R. A., & Blonde, L. (2018) · Diabetes Obesity and Metabolism · doi:10.1111/dom.13345 · Cited by 73 · see citing works
Overview of Therapeutic Inertia in Diabetes: Prevalence, Causes, and Consequences
Karam, S., Dendy, J. A., Polu, S., & Blonde, L. (2020) · Diabetes Spectrum · doi:10.2337/ds19-0029 · Cited by 66 · see citing works
Jude, E. B., Malecki, M. T., Gomez Huelgas, R., Prazny, M., Snoek, F., Tankova, T., Giugliano, D., & Khunti, K. (2022) · Diabetes Therapy · doi:10.1007/s13300-022-01222-2 · Cited by 52 · see citing works
Bailey, T. S., Wu, J., Zhou, F. L., Gupta, R. A., Menon, A. A., Berhanu, P., Westerbacka, J., Vleet, J. V., & Blonde, L. (2019) · Diabetes Obesity and Metabolism · doi:10.1111/dom.13818 · Cited by 33 · see citing works
Meneghini, L., Lee, L. K., Gupta, S., & Preblick, R. (2018) · Diabetes Obesity and Metabolism · doi:10.1111/dom.13208 · Cited by 16 · see citing works
Johnson, E. L., Frías, J. P., & Trujillo, J. M. (2018) · Postgraduate Medicine · doi:10.1080/00325481.2018.1452515 · Cited by 15 · see citing works
Aroda, V. R., Arulandu, J. R., & Cannon, A. J. (2018) · Clinical Diabetes · doi:10.2337/cd17-0065 · Cited by 13 · see citing works
Li, P., Geng, Z., Ladage, V. P., Wu, J., Lorincz, I., & Doshi, J. A. (2019) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.13832 · Cited by 13 · see citing works
Meneghini, L., Blonde, L., Gill, J., Dauchy, A., Bacevicius, A., Strong, J. L., & Bailey, T. S. (2020) · Diabetes Obesity and Metabolism · doi:10.1111/dom.14116 · Cited by 12 · see citing works
Zhang, P., Bao, Y., Chen, M., Zhang, H., Zhu, D., Ji, L., Li, X., Ji, J., Zhao, F., Fisher, E. B., et al. (2023) · Medicine · doi:10.1097/md.0000000000034718 · Cited by 7 · see citing works
Kaplan, H., Amod, A., Zyl, F. H. V., Reddy, J., van Tonder, A., Tsymbal, E., & McMaster, A. (2019) · Journal of Endocrinology Metabolism and Diabetes of South Africa · doi:10.1080/16089677.2019.1608053 · Cited by 6 · see citing works
Anderson, J. E., Urquhart, S., Spollett, G. R., & Dandona, P. (2020) · Clinical Diabetes · doi:10.2337/cd20-0035 · Cited by 1 · see citing works
Viñoles, F. C., Avila, J. R., Santiago, D., Vilera, N., Réquiz, Z. A., & Camperos, P. (2023) · Diabetes actual · doi:10.61156/2023.1.1.001
Hassanein, M. M., Alessa, T., Hafidh, K., Alzubaidi, L. M. Y., Jallo, M. K. I., Slail, F. Y. A., Elbadawi, H., & Malik, R. A. (2025) · Diabetes Therapy · doi:10.1007/s13300-025-01824-6
- Authors
- Dalal, M. R., Kazemi, M. R., & Ye, F.
- Affiliations
- Sanofi (United States) (US)
- Techdata Service LLC, King of Prussia, PA, USA
- Corresponding author
- Dalal, Mehul R.
- Venue
- Current Medical Research and Opinion
- Publisher
- Informa UK Limited
- Published
- 2016-11-04
- Volume
- 33
- Issue
- 2
- Pages
- 209-214
- ISSN
- 0300-7995 (ISSN-L)
- 1473-4877
- OpenAlex
- W2531020345
- Cited by
- 14
- References
- 28
- Citations by year
- 2025: 1 · 2023: 2 · 2022: 1 · 2020: 3 · 2019: 3 · 2018: 4
- FWCI
- 2.35
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Current Medical Research and Opinion (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Sanofi
- European Association for the Study of Diabetes
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Health Professions › Emergency Medical Services › Patient Safety and Medication Errors
- Keywords
- hypoglycemia, type 2 diabetes, basal insulin, insulin initiation, insulin glargine, insulin detemir, NPH insulin, treatment discontinuation, hospitalization, real-world outcomes, community-based care
- MeSH terms
- Insulin Glargine, Aged, Diabetes Mellitus, Type 2, Female, Follow-Up Studies, Hospitalization, Humans, Hypoglycemia, Hypoglycemic Agents, Insulin, Insulin, Isophane, Male, Middle Aged, Retrospective Studies, Risk, Electronic Health Records
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