Rising rates and widening socioeconomic disparities in diabetic ketoacidosis in type 1 diabetes in scotland: a nationwide retrospective cohort observational study
Open accessAbstract
OBJECTIVE: Whether advances in the management of type 1 diabetes are reducing rates of diabetic ketoacidosis (DKA) is unclear. We investigated time trends in DKA rates in a national cohort of individuals with type 1 diabetes monitored for 14 years, overall and by socioeconomic characteristics. RESEARCH DESIGN AND METHODS: All individuals in Scotland with type 1 diabetes who were alive and at least 1 year old between 1 January 2004 and 31 December 2018 were identified using the national register (N = 37,939). DKA deaths and hospital admissions were obtained through linkage to Scottish national death and morbidity records. Bayesian regression was used to test for DKA time trends and association with risk markers, including socioeconomic deprivation. RESULTS: There were 30,427 DKA admissions and 472 DKA deaths observed over 393,223 person-years at risk. DKA event rates increased over the study period (incidence rate ratio [IRR] per year 1.058 [95% credibility interval 1.054–1.061]). Males had lower rates than females (IRR male-to-female 0.814 [0.776–0.855]). DKA incidence rose in all age-groups other than 10- to 19-year-olds, in whom rates were the highest, but fell over the study. There was a large socioeconomic differential (IRR least-to-most deprived quintile 0.446 [0.406–0.490]), which increased during follow-up. Insulin pump use or completion of structured education were associated with lower DKA rates, and antidepressant and methadone prescription were associated with higher DKA rates. CONCLUSIONS: DKA incidence has risen since 2004, except in 10- to 19-year-olds. Of particular concern are the strong and widening socioeconomic disparities in DKA outcomes. Efforts to prevent DKA, especially in vulnerable groups, require strengthening.
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Hyperglycemic crisis rates among people with type 1 diabetes are up to 44.5-82.6 per 1,000 person-years.
“Recent data suggest hyperglycemic crisis rates of up to 44.5-82.6 per 1,000 person-years among people with type 1 diabetes (169,172)”
From 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026 (2026) · cites this paper as [172]
The Results in our copy’s Abstract report 30,427 diabetic ketoacidosis admissions over 393,223 person-years in people with type 1 diabetes, equivalent to about 77.4 per 1,000 person-years. That supports a rate within the claimed range, but our copy does not report the specific 44.5–82.6 range or rates for hyperglycemic crises beyond diabetic ketoacidosis. (LLM, conf=0.83)
Experimental — accuracy not yet measuredImprovements in DKA mortality have plateaued in the past decade.
“these improvements have plateaued in the past decade (170,172,173).”
From 16. Diabetes Care in the Hospital: Standards of Care in Diabetes—2026 (2026) · cites this paper as [172]
The available Abstract reports 472 DKA deaths and rising DKA incidence since 2004, but gives no trend in DKA mortality. Searches for mortality trends and case fatality found no passage establishing that improvements plateaued in the past decade. (LLM, conf=0.72)
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Estimated life expectancy in a Scottish cohort with type 1 diabetes, 2008-2010
Livingstone, S. J., Levin, D., Looker, H. C., Lindsay, R. S., Wild, S. H., Joss, N., Leese, G., Leslie, P., McCrimmon, R. J., Metcalfe, W., et al. (2015) · JAMA · doi:10.1001/jama.2014.16425 · Cited by 621 · see citing works
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6. Glycemic Goals and Hypoglycemia: 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-s006 · Cited by 440 · see citing works
Hyperglycemic crises in adults with diabetes: a consensus report
Umpierrez, G. E., Davis, G. M., ElSayed, N. A., Fadini, G. P., Galindo, R. J., Hirsch, I. B., Klonoff, D. C., McCoy, R. G., Misra, S., Gabbay, R. A., et al. (2024) · Diabetes Care · doi:10.2337/dci24-0032 · Cited by 278 · see citing works
16. 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
- Authors
- O’Reilly, J. E., Jeyam, A., Caparrotta, T. M., Mellor, J., Hohn, A., McKeigue, P. M., McGurnaghan, S. J., Blackbourn, L. A. K., McCrimmon, R., Wild, S. H., Petrie, J. R., McKnight, J. A., Kennon, B., Chalmers, J., Phillip, S., Leese, G., Lindsay, R. S., Sattar, N., Gibb, F. W., & Colhoun, H. M.
- Affiliations
- Institute of Genetics and Cancer (GB)
- University of Edinburgh (GB)
- Institute Of Genetics And Cancer, University of Edinburgh, Edinburgh, U.K.
- University of Dundee (GB)
- University of Glasgow (GB)
- National Health Service (GB)
- Queen Elizabeth University Hospital (GB)
- Victoria Hospital (GB)
- Aberdeen Royal Infirmary (GB)
- Corresponding author
- O’Reilly, Joseph E.
- ORCID
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2021-07-08
- Volume
- 44
- Issue
- 9
- Pages
- 2010-2017
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W3178683329
- Cited by
- 25
- References
- 1
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 6 · 2023: 1 · 2022: 5 · 2021: 2
- FWCI
- 2.61
- Type
- journal article
- Language
- en
- Open access
- Licence
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- Discovery Research Portal (University of Dundee) (publishedVersion, other-oa)
- ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (acceptedVersion, cc-by-sa)
- Edinburgh Research Explorer (University of Edinburgh) (submittedVersion, cc-by-nc)
- Funders
- McKnight Foundation
- University of Dundee
- British Heart Foundation
- Diabetes UK (17/0005627)
- University of Glasgow
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Diabetes and associated disorders
- Keywords
- diabetic ketoacidosis, type 1 diabetes, incidence trends, socioeconomic disparities, socioeconomic deprivation, insulin pump therapy, diabetes education, antidepressant prescribing, methadone prescribing, sex differences, age differences, Scotland
- MeSH terms
- Bayes Theorem, Diabetes Mellitus, Type 1, Educational Status, Female, Humans, Infant, Male, Retrospective Studies, Scotland, Incidence, Diabetic Ketoacidosis
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