Temporal occurrences and recurrence patterns of hypoglycemia during hospitalization
Abstract
Objective To describe the temporal distribution of hypoglycemia and its rate of recurrence during hospitalization to aid in the development of strategies to prevent hypoglycemia in hospitalized patients. Methods Retrospective review of hypoglycemia (blood glucose Results A total of 274 index occurrences of hypoglycemia were analyzed. The mean age of the patients was 53.8 years, with roughly equal gender distributions. Twenty-eight percent of the events occurred in the absence of antihyperglycemic therapy. The incidence of hypoglycemia peaked between midnight and 6 AM. There were 36 instances of recurrent hypoglycemia associated with antihyperglycemic therapy, with 78% (n = 28) cases involving basal insulin. Patients on basal insulin who developed hypoglycemia did not have their dose changed prior to the time of the next administration in 75% of the cases. Conclusion Hypoglycemia in hospitalized patients may occur with greater frequency overnight. Although cumbersome, routine nocturnal glycemic testing should be considered. Education regarding insulin management in the hospital and improved communication between night and day staff may aid in decreasing subsequent hypoglycemic events.
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In another study of hypoglycemic episodes (defined as <50 mg/dL), 78% of individuals were taking basal insulin, with the incidence of hypoglycemia peaking between midnight and 6:00 A.M.
“In another study of hypoglycemic episodes (defined as <50 mg/dL [<2.8 mmol/L]), 78% of individuals were taking basal insulin, with the incidence of hypoglycemia peaking between midnight and 6:00 A.M. (111).”
From 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026 (2026) · cites this paper as [111]
Despite recognition of hypoglycemia, 75% of individuals did not have their dose of basal insulin changed before the next basal insulin administration.
“Despite recognition of hypoglycemia, 75% of individuals did not have their dose of basal insulin changed before the next basal insulin administration (111).”
From 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026 (2026) · cites this paper as [111]
Cites
Economic Costs of Diabetes in the U.S. in 2002
American Diabetes Association (2003) · Diabetes Care · doi:10.2337/diacare.26.3.917 · Cited by 4,147 · see citing works
Hyperglycemia: an independent marker of in-hospital mortality in patients with undiagnosed diabetes
Umpierrez, G. E., Isaacs, S. D., Bazargan, N., You, X., Thaler, L. M., & Kitabchi, A. E. (2002) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.87.3.8341 · Cited by 2,195 · see citing works
Economic Costs of Diabetes in the U.S. in 2012
American Diabetes Association (2013) · Diabetes Care · doi:10.2337/dc12-2625 · Cited by 2,153 · see citing works
Seaquist, E. R., Anderson, J., Childs, B., Cryer, P., Dagogo-Jack, S., Fish, L., Heller, S. R., Rodriguez, H., Rosenzweig, J., & Vigersky, R. (2013) · Diabetes Care · doi:10.2337/dc12-2480 · Cited by 1,389 · see citing works
Boyle, J. P., Thompson, T. J., Gregg, E. W., Barker, L. E., & Williamson, D. F. (2010) · Population Health Metrics · doi:10.1186/1478-7954-8-29 · Cited by 1,309 · see citing works
Krinsley, J. S. (2003) · Mayo Clinic Proceedings · doi:10.4065/78.12.1471 · Cited by 1,165 · see citing works
Hypoglycemia and risk of death in critically ill patients
The NICE-SUGAR Study Investigators (2012) · New England Journal of Medicine · doi:10.1056/nejmoa1204942 · Cited by 1,009 · see citing works
Moghissi, E. S., Korytkowski, M. T., DiNardo, M. M., EINHORN, D. F., Hellman, R., Hirsch, I. B., Inzucchi, S. E., Ismail‐Beigi, F., Kirkman, M. S., & Umpierrez, G. E. (2009) · Endocrine Practice · doi:10.4158/ep09102.ra · Cited by 516 · see citing works
Hypoglycemia and clinical outcomes in patients with diabetes hospitalized in the general ward
Turchin, A., Matheny, M. E., Shubina, M., Scanlon, J. V., Greenwood, B., & Pendergrass, M. L. (2009) · Diabetes Care · doi:10.2337/dc08-2127 · Cited by 453 · see citing works
Hypoglycemia and outcome in critically ill patients
Egi, M., Bellomo, R., Stachowski, E., French, C. J., Hart, G. K., Taori, G., Hegarty, C., & Bailey, M. (2010) · Mayo Clinic Proceedings · doi:10.4065/mcp.2009.0394 · Cited by 432 · see citing works
Kosiborod, M. (2009) · JAMA · doi:10.1001/jama.2009.496 · Cited by 363 · see citing works
Decreased Epinephrine Responses to Hypoglycemia during Sleep
Jones, T. W., Porter, P., Sherwin, R. S., Davis, E. A., O'Leary, P. C., Frazer, F., Byrne, G. C., Stick, S. M., & Tamborlane, W. V. (1998) · New England Journal of Medicine · doi:10.1056/nejm199806043382303 · Cited by 298 · see citing works
Tanenberg, R. J., Newton, C. A., & Drake, A. J. (2010) · Endocrine Practice · doi:10.4158/ep09260.cr · Cited by 225 · see citing works
Relationship of Hyperglycemia and Surgical-Site Infection in Orthopaedic Surgery
Richards, J. E., Kauffmann, R. M., Zuckerman, S. L., Obremskey, W. T., & May, A. K. (2012) · Journal of Bone and Joint Surgery · doi:10.2106/jbjs.k.00193 · Cited by 216 · see citing works
Finfer, S. R., Wernerman, J., Preiser, J., Cass, T., Desaive, T., Hovorka, R., Joseph, J. I., Kosiborod, M., Krinsley, J. S., Mackenzie, I. M. J., et al. (2013) · Critical Care · doi:10.1186/cc12537 · Cited by 213 · see citing works
Juvenile Diabetes Research Foundation Continuous Glucose Monitoring Study Group (2010) · Diabetes Care · doi:10.2337/dc09-2081 · Cited by 180 · see citing works
Pathways to Quality Inpatient Management of Hyperglycemia and Diabetes: A Call to Action
Draznin, B., Gilden, J. L., Golden, S. H., Inzucchi, S. E., & for the PRIDE investigators (2013) · Diabetes Care · doi:10.2337/dc12-2508 · Cited by 145 · see citing works
Juneja, R., Roudebush, C. P., Kumar, N., Macy, A., Golas, A. A., Wall, D., Wolverton, C. L., Nelson, D., Carroll, J. C., & Flanders, S. J. (2007) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2006.0015 · Cited by 113 · see citing works
Duration of Nocturnal Hypoglycemia Before Seizures
Buckingham, B. A., Wilson, D. M., Lecher, T., Hanås, R., Kaiserman, K. B., & Cameron, F. J. (2008) · Diabetes Care · doi:10.2337/dc08-0863 · Cited by 111 · see citing works
Cook, C. B., McNaughton, D. A., Braddy, C. M., Jameson, K. A., Roust, L. R., Smith, S. A., Roberts, D. L., Thomas, S. L., & Hull, B. P. (2007) · Endocrine Practice · doi:10.4158/ep.13.2.117 · Cited by 71 · see citing works
Pichardo-Lowden, A. R., Fan, C., & Gabbay, R. A. (2010) · Endocrine Practice · doi:10.4158/ep10220.ra · Cited by 52 · see citing works
What Is a NICE-SUGAR for Patients in the Intensive Care Unit?
Bellomo, R., & Egi, M. (2009) · Mayo Clinic Proceedings · doi:10.1016/s0025-6196(11)60557-0 · Cited by 51 · see citing works
Alsahli, M., & Gerich, J. E. (2013) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2013.07.002 · Cited by 45 · see citing works
Cook, C. B., Wilson, R. D., Hovan, M. J., Hull, B. P., Gray, R. J., & Apsey, H. A. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300618 · Cited by 34 · see citing works
Desimone, M. E., Blank, G. E., Virji, M. A., Donihi, A. C., DiNardo, M. M., Simak, D. M., Buranosky, R. A., & Korytkowski, M. T. (2012) · Endocrine Practice · doi:10.4158/ep11277.or · Cited by 31 · see citing works
Trends in glycemic control over a 2‐year period in 126 US hospitals
Bersoux, S., Cook, C. B., Kongable, G. L., & Shu, J. (2012) · Journal of Hospital Medicine · doi:10.1002/jhm.1997 · Cited by 23 · see citing works
Juneja, R., Golas, A. A., Carroll, J. C., Nelson, D., Abad, V. J., Roudebush, C. P., & Flanders, S. J. (2008) · Journal of Diabetes Science and Technology · doi:10.1177/193229680800200307 · Cited by 19 · see citing works
Temporal and Geographic Patterns of Hypoglycemia among Hospitalized Patients with Diabetes Mellitus
Bailon, R. M., Cook, C. B., Hovan, M. J., Hull, B. P., Seifert, K. M., Miller-Cage, V., Beer, K. A., Boyle, M. E., Littman, S. D., Magallanez, J. M., et al. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300206 · Cited by 19 · see citing works
Kerry, C., Mitchell, S., Sharma, S., Scott, A., & Rayman, G. A. (2013) · Diabetic Medicine · doi:10.1111/dme.12256 · Cited by 18 · see citing works
Latta, S., Alhosaini, M., Al-Solaiman, Y., Zena, M., Khasawneh, F. A., Eranki, V., Khilwani, A., & Iroegbu, N. A. (2010) · American Journal of Therapeutics · doi:10.1097/mjt.0b013e3181d1d847 · Cited by 17 · see citing works
Provider response to insulin‐induced hypoglycemia in hospitalized patients
Garg, R., Bhutani, H., Jarry, A., & Pendergrass, M. (2007) · Journal of Hospital Medicine · doi:10.1002/jhm.222 · Cited by 12 · see citing works
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16. Diabetes Care in the Hospital: <i>Standards of Medical Care in Diabetes—2022</i>
American Diabetes Association Professional Practice Committee (2022) · Diabetes Care · doi:10.2337/dc22-s016 · Cited by 440 · see citing works
15. Diabetes Care in the Hospital: Standards of Medical Care in Diabetes—2020
American Diabetes Association (2019) · Diabetes Care · doi:10.2337/dc20-s015 · Cited by 272 · see citing works
“before the next insulin administration (74).”
16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2023
ElSayed, N. A., Aleppo, G., Aroda, V. R., Bannuru, R. R., Brown, F. M., Bruemmer, D., Collins, B. S., Hilliard, M. E., Isaacs, D. M., Johnson, E. L., et al. (2022) · Diabetes Care · doi:10.2337/dc23-s016 · Cited by 226 · see citing works
15. Diabetes Care in the Hospital: Standards of Medical Care in Diabetes—2019
American Diabetes Association (2018) · Diabetes Care · doi:10.2337/dc19-s015 · Cited by 238 · see citing works
“Despite recognition of hypoglycemia, 75% of patients did not have their dose of basal insulin changed before the next insulin administration (56).”
Background16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2025
ElSayed, N. A., McCoy, R. G., Aleppo, G., Balapattabi, K., Beverly, E. A., Early, K. B., Bruemmer, D., Echouffo-Tcheugui, J. B., Ekhlaspour, L., Galindo, R. J., et al. (2024) · Diabetes Care · doi:10.2337/dc25-s016 · Cited by 225 · see citing works
15. Diabetes Care in the Hospital: Standards of Medical Care in Diabetes—2021
American Diabetes Association (2020) · Diabetes Care · doi:10.2337/dc21-s015 · Cited by 199 · see citing works
“have their dose of basal insulin changed before the next insulin administration (73).”
Background14. Diabetes Care in the Hospital: Standards of Medical Care in Diabetes—2018
American Diabetes Association (2017) · Diabetes Care · doi:10.2337/dc18-s014 · Cited by 182 · see citing works
“Despite recognition of hypoglycemia, 75% of patients did not have their dose of basal insulin changed before the next insulin administration (48).”
Background16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2024
ElSayed, N. A., Aleppo, G., Bannuru, R. R., Bruemmer, D., Collins, B. S., Ekhlaspour, L., Galindo, R. J., Hilliard, M. E., Johnson, E. L., Khunti, K. K., et al. (2023) · Diabetes Care · doi:10.2337/dc24-s016 · Cited by 185 · see citing works
Mortality among hospitalized patients with hypoglycemia: insulin related and noninsulin related
Akirov, A., Grossman, A., Shochat, T., & Shimon, I. (2017) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2016-2653 · Cited by 127 · see citing works
14. Diabetes Care in the Hospital
American Diabetes Association (2016) · Diabetes Care · doi:10.2337/dc17-s017 · Cited by 91 · see citing works
“Despite recognition of hypoglycemia, 75% of patients did not have their dose of basal insulin changed before the next insulin administration (37).”
Background13. Diabetes Care in the Hospital
American Diabetes Association (2015) · Diabetes Care · doi:10.2337/dc16-s016 · Cited by 86 · see citing works
“Despite recognition of hypoglycemia, 75% of patients did not have their dose of basal insulin changed before the next insulin administration (29).”
Background16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026
American Diabetes Association Professional Practice Committee for Diabetes*, Bajaj, M., McCoy, R. G., Balapattabi, K., Bannuru, R. R., Bellini, N. J., Bennett, A. K., Beverly, E. A., Briggs Early, K., ChallaSivaKanaka, S., et al. (2026) · Diabetes Care · doi:10.2337/dc26-s016 · Cited by 80 · see citing works
Klimontov, V. V., & Myakina, N. E. (2016) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2016.08.023 · Cited by 55 · see citing works
Zhang, L., Yang, L., & Zhou, Z. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1044059 · Cited by 41 · see citing works
Importance of inpatient hypoglycaemia: impact, prediction and prevention
Ruan, Y., Tan, G. D., Lumb, A. N., & Rea, R. D. (2019) · Diabetic Medicine · doi:10.1111/dme.13897 · Cited by 30 · see citing works
Berikov, V., Андреевна, К. О., Semenova, J. F., & Klimontov, V. V. (2022) · Journal of Personalized Medicine · doi:10.3390/jpm12081262 · Cited by 30 · see citing works
Hiemstra, F. W., Stenvers, D. J., Kalsbeek, A., de Jonge, E., van Westerloo, D. J., & Kervezee, L. (2024) · EBioMedicine · doi:10.1016/j.ebiom.2024.105169 · Cited by 15 · see citing works
“8 11 Indeed, the importance of clock time for the prediction of glucose values is highlighted by the fi nding that time of day emerged as the third most important feature to forecast glucose values in ICU patients in a machine learning algorithm based on more than 70 clinical features derived from…”
Simioni, N., Filippi, A., Scardapane, M., Nicolucci, A., Rossi, M. C., & Frison, V. (2017) · Diabetes Therapy · doi:10.1007/s13300-017-0271-6 · Cited by 11 · see citing works
“and is very often due to a lack of basal insulin dose adjustment [7].”
BackgroundAdherence to a Hypoglycemia Protocol in Hospitalized Patients
Tracy, M. F., Manchester, C. S., Mathiason, M. A., Wood, J., & Moore, A. L. (2020) · Nursing Research · doi:10.1097/nnr.0000000000000478 · Cited by 9 · see citing works
Diretriz BRASPEN de Terapia Nutricional no Diabetes Mellitus
Campos, L. F., Borges, V. C., Barreto, P. A., González, M. C., Ceniccola, G. D., de Abreu, H. B., Alves, J. T. M., Segadilha, N. L. A. L., Kumbier, M. C. C., & Castro, M. G. (2020) · Braspen Journal · doi:10.37111/braspenj.diretrizdm2020 · Cited by 7 · see citing works
Challenges With Insulin in the Inpatient Setting
Kolanczyk, D. M., & Dobersztyn, R. (2016) · Diabetes Spectrum · doi:10.2337/diaspect.29.3.146 · Cited by 7 · see citing works
Dwyer, P., Drinkwater, J. J., Fegan, P. G., Davis, W. A., & Davis, T. M. E. (2021) · International Journal of Medical Sciences · doi:10.7150/ijms.63381 · Cited by 4 · see citing works
“9%) occurred between one and 24 hours after the index episode and were considered recurrences [13].”
BackgroundInpatient hyperglycemia management: the opportunities of a new basal insulin
Simioni, N. (2016) · Italian Journal of Medicine · doi:10.4081/itjm.2016.681 · Cited by 4 · see citing works
Temporal patterns of inpatient hypoglycaemia are treatment-dependent
Chan, W. O. Y., Lim, P. S., Ang, L. C., Goh, S., Bee, Y. M., & Teh, M. M. (2025) · Therapeutic Advances in Endocrinology and Metabolism · doi:10.1177/20420188251338749 · Cited by 1 · see citing works
Zhang, Y., Hu, X., Xu, W., Chen, Y., Guo, X., Liu, S.-H., & Gao, L. (2025) · World Journal of Diabetes · doi:10.4239/wjd.v16.i9.104290 · Cited by 1 · see citing works
Hypoglycemia: Elucidating its circadian propensity and recovery time based on clinical parameters.
Kant, R., Yadav, P., Pratti, M., & Barnwal, S. (2022) · PubMed Central · doi:10.22088/cjim.13.1.29
“Consistently, a retrospective hospital-based study noted most hypoglycemic events between midnight to 6 am in diabetic patients (30).”
BackgroundAguilar, E. O., Salas-Delgado, A., Llamas, S. H., Andrew, H. V. P., & González, F. J. L. (2023) · International Journal of Health Science · doi:10.22533/at.ed.1593422302061
Sai, J. N., Sangeetha, Y., & Srinivas, M. G. C. (2025) · International Conference on Networks and Soft Computing (ICNSoC) · doi:10.1109/icnsoc66817.2025.00079
- Authors
- Ulmer, B. J., Kara, A., & Mariash, C. N.
- Affiliations
- Indiana University Health (US)
- Corresponding author
- Ulmer, Brian J.
- Venue
- Endocrine Practice
- Publisher
- Elsevier BV
- Published
- 2015-05
- Volume
- 21
- Issue
- 5
- Pages
- 501-507
- ISSN
- 1530-891X (ISSN-L)
- OpenAlex
- W2072467804
- Cited by
- 28
- References
- 31
- Citations by year
- 2025: 4 · 2024: 2 · 2023: 3 · 2022: 3 · 2021: 2 · 2020: 3 · 2019: 2 · 2018: 1 · 2017: 2 · 2016: 5 · 2015: 1
- FWCI
- 2.60
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Endocrine Practice (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Methodist Health Foundation
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Hyperglycemia and glycemic control in critically ill and hospitalized patients
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Health Professions › Emergency Medical Services › Patient Safety and Medication Errors
- Keywords
- hypoglycemia, hospitalized patients, temporal distribution, nocturnal hypoglycemia, recurrent hypoglycemia, basal insulin, insulin dose adjustment, antihyperglycemic therapy, insulin management, hospital staff communication
- MeSH terms
- Adult, Aged, Aged, 80 and over, Blood Glucose, Female, Hospitalization, Humans, Hypoglycemia, Hypoglycemic Agents, Insulin, Male, Middle Aged, Recurrence, Retrospective Studies, Time Factors
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