Impact of Age, Frailty, and Dementia on Prescribing for Type 2 Diabetes at Hospital Discharge 2012–2016
Open accessAbstract
BACKGROUND: The risks of intensive blood glucose lowering may outweigh the benefits in vulnerable older people. OBJECTIVES: Our primary aim was to determine whether age, frailty, or dementia predict discharge treatment types for patients with type 2 diabetes (T2D) and related complications. Secondly, we aimed to determine the association between prior hypoglycemia and discharge treatment types. DESIGN, SETTING AND PARTICIPANTS: We conducted a cohort study involving 3,067 patients aged 65-99 years with T2D and related complications, discharged from Melbourne's Eastern Health Hospital Network between 2012 and 2016. MEASUREMENTS: Multinomial logistic regression was used to estimate odds ratios (ORs) with 95% confidence intervals (CI) for the association between age, frailty, dementia and hypoglycemia, and being prescribed insulin-only, non-insulin glucose-lowering drugs (GLDs) or combined insulin and non-insulin GLDs compared to no GLD. International Classification of Diseases-10 codes were used to identify dementia status and prior hypoglycemia; frailty was quantified using the Hospital Frailty Risk Score. RESULTS: Insulin-only, non-insulin GLDs, combined insulin and non-insulin GLDs, and no GLDs were prescribed to 19%, 39%, 20%, and 23% of patients, respectively. Patients >80 years were less likely than patients aged 65-80 to be prescribed any of the GLD therapies, (eg. non-insulin GLDs [OR 0.67; 95%CI 0.55-0.82]), compared to no GLD. Similarly, high vs. low frailty scores were associated with not being prescribed any of the three GLD therapies, (eg. non-insulin GLDs [OR 0.63; 95%CI 0.45-0.87]). However, dementia was not associated with discharge prescribing of GLD therapies. Patients with a hypoglycemia-related admission were more likely than those not hospitalized with hypoglycemia to receive insulin-only (OR 4.28; 95%CI 2.89-6.31). CONCLUSIONS: Clinicians consider age and frailty when tailoring diabetes treatment regimens for patients discharged from hospital with T2D and related complications. There is scope to optimize prescribing for patients with dementia and for those admitted with hypoglycemia.
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HCPs tailored care for patients with MLTCiD by adapting diabetic medications management, based on patients' ability to follow dosage instructions, but this approach was not widespread (CMOC11).
“In contrast, we found evidence of HCPs tailoring care for patients with MLTCiD by adapting diabetic medications management, based on patients’ ability to follow dosage instructions, but this approach was not widespread (CMOC11) [53, 87].”
From Do hospital-to-home transitions work for older adults with multiple long-term conditions including dementia? A realist review (2025) · cites this paper as [87]
Cites
Effects of Intensive Glucose Lowering in Type 2 Diabetes
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0802743 · Cited by 7,888 · see citing works
Glucose control and vascular complications in veterans with type 2 diabetes
Duckworth, W., Abraira, C., Moritz, T., Reda, D., Emanuele, N., Reaven, P. D., Zieve, F. J., Marks, J., Davis, S. N., Hayward, R., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0808431 · Cited by 4,762 · see citing works
International Classification of Diseases
Jones, F. A. (1978) · Gut · doi:10.1136/gut.19.12.1175 · Cited by 2,919 · see citing works
Gilbert, T., Neuburger, J., Kraindler, J., Keeble, E., Smith, P., Ariti, C. A., Arora, S., Street, A., Parker, S. G., Roberts, H. C., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(18)30668-8 · Cited by 1,521 · see citing works
Poor Cognitive Function and Risk of Severe Hypoglycemia in Type 2 Diabetes
Punthakee, Z., Miller, M. E., Launer, L. J., Williamson, J. D., Lazar, R. M., Cukierman-Yaffee, T., Seaquist, E. R., Ismail-Beigi, F., Sullivan, M. D., Lovato, L. C., et al. (2012) · Diabetes Care · doi:10.2337/dc11-1855 · Cited by 337 · see citing works
Geller, A. I., Shehab, N., Lovegrove, M. C., Kegler, S. R., Weidenbach, K. N., Ryan, G. J., & Budnitz, D. S. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.136 · Cited by 311 · see citing works
Diabetes in older people: new insights and remaining challenges
Sinclair, A. J., Dunning, T. L., & Rodríguez‐Mañas, L. (2014) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(14)70176-7 · Cited by 306 · see citing works
Diabetes Complications Severity Index (DCSI)—update and ICD-10 translation.
Glasheen, W. P., Renda, A., & Dong, Y. (2017) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2017.02.018 · Cited by 194 · see citing works
Insulin therapy and hypoglycemia
McCall, A. L. (2012) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2012.03.001 · Cited by 177 · see citing works
11. Older Adults:Standards of Medical Care in Diabetes—2018
American Diabetes Association (2017) · Diabetes Care · doi:10.2337/dc18-s011 · Cited by 149 · see citing works
Reeve, E., Bell, J. S., & Hilmer, S. N. (2015) · Current Clinical Pharmacology · doi:10.2174/157488471003150820150330 · Cited by 124 · see citing works
Self-citationSimplification of insulin regimen in older adults and risk of hypoglycemia
Munshi, M. N., Slyne, C., Segal, A. R., Saul, N., Lyons, C., & Weinger, K. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.2288 · Cited by 124 · see citing works
Strain, W. D., Hope, S. V., Green, A., Kar, P. S., Valabhji, J., & Sinclair, A. J. (2018) · Diabetic Medicine · doi:10.1111/dme.13644 · Cited by 122 · see citing works
A Summary of the ADVANCE Trial
Heller, S. R., & on behalf of the ADVANCE Collaborative Group (2009) · Diabetes Care · doi:10.2337/dc09-s339 · Cited by 119 · see citing works
Nanayakkara, N., Ranasinha, S., Gadowski, A. M., et al. (2017) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2017.11.009 · Cited by 91 · see citing works
Liau, S. J., Lalic, S., Sluggett, J. K., Cesari, M., Onder, G., Vetrano, D. L., Morin, L., Hartikainen, S. A., Hamina, A., Johnell, K., et al. (2020) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2020.05.004 · Cited by 83 · see citing works
Self-citationAbdelhafiz, A. H., & Sinclair, A. J. (2018) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2017.11.011 · Cited by 72 · see citing works
Abdelhafiz, A. H., McNicholas, E., & Sinclair, A. J. (2016) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2016.07.027 · Cited by 69 · see citing works
Counterpoint: The Treatment Decision Design
Brookhart, M. A. (2015) · American Journal of Epidemiology · doi:10.1093/aje/kwv214 · Cited by 67 · see citing works
International Classification of Diseases, 10th Revision, Coding for Diabetes
Dugan, J. A., & Shubrook, J. H. (2017) · Clinical Diabetes · doi:10.2337/cd16-0052 · Cited by 65 · see citing works
Hambling, C. E., Seidu, S., Davies, M. J., & Khunti, K. K. (2017) · Diabetic Medicine · doi:10.1111/dme.13380 · Cited by 63 · see citing works
Abdelhafiz, A. H., Koay, L., & Sinclair, A. J. (2016) · Future Science OA · doi:10.4155/fsoa-2015-0016 · Cited by 49 · see citing works
Ferri‐Guerra, J., Aparicio‐Ugarriza, R., Salguero, D., et al. (2020) · The Journal of Frailty & Aging · doi:10.14283/jfa.2019.31 · Cited by 35 · see citing works
McNeish, B. L., Richardson, J. K., & Whitney, D. G. (2022) · European Journal of Cancer Care · doi:10.1111/ecc.13648 · Cited by 21 · see citing works
Fanning, L., Ilomäki, J., Bell, J. S., & Darzins, P. J. (2017) · European Journal of Clinical Pharmacology · doi:10.1007/s00228-017-2297-0 · Cited by 21 · see citing works
Self-citationMaddaloni, E., D'Onofrio, L., & Pozzilli, P. (2016) · Diabetes/Metabolism Research Reviews · doi:10.1002/dmrr.2762 · Cited by 19 · see citing works
Fanning, L., Vo, L., Ilomäki, J., Bell, J. S., Elliott, R. A., & Darzins, P. J. (2018) · Therapeutic Advances in Drug Safety · doi:10.1177/2042098618776598 · Cited by 4 · see citing works
Self-citationShould We Care More About Frailty When We Treat Diabetes?
Orlandini, L., & Cesari, M. (2020) · The Journal of Frailty & Aging · doi:10.14283/jfa.2020.5 · Cited by 2 · see citing works
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Lawson, L., Cooper, M., Tolley, C., Hand, A., & Nazar, H. (2025) · BMC Geriatrics · doi:10.1186/s12877-025-06123-0 · Cited by 10 · see citing works
“In contrast, we found evidence of HCPs tailoring care for patients with MLTCiD by adapting diabetic medications management, based on patients’ ability to follow dosage instructions, but this approach was not widespread (CMOC11) [53, 87].”
- Authors
- Wood, S. J., Bell, J. S., Magliano, D. J., Fanning, L., Cesari, M., Keen, C. S., & Ilomäki, J.
- Affiliations
- Monash University (AU)
- National Health and Medical Research Council (AU)
- Baker Heart and Diabetes Institute (AU)
- Eastern Health (AU)
- University of Milan (IT)
- Venue
- The Journal of Frailty & Aging
- Publisher
- Elsevier BV
- Published
- 2021-10
- Volume
- 10
- Issue
- 4
- Pages
- 343-349
- ISSN
- 2260-1341 (ISSN-L)
- OpenAlex
- W3131265298
- Cited by
- 9
- References
- 28
- Citations by year
- 2025: 2 · 2024: 2 · 2023: 1 · 2022: 1 · 2021: 3
- FWCI
- 1.30
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- The Journal of Frailty & Aging (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Geriatrics and Gerontology › Pharmaceutical Practices and Patient Outcomes
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- type 2 diabetes, hospital discharge prescribing, frailty, dementia, age, hypoglycemia, insulin, antidiabetic drugs, older adults, Hospital Frailty Risk Score, diabetes complications, glycemic control, treatment intensification, hospital readmission
- MeSH terms
- Frailty, Aged, Dementia, Diabetes Mellitus, Type 2, Hospitals, Humans, Patient Discharge, Cohort Studies
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