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- Publisher Website: 10.1111/dom.14889
- Scopus: eid_2-s2.0-85141381194
- PMID: 36205484
- WOS: WOS:000877543600001
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Article: Age-specific associations between the number of co-morbidities, all-cause mortality and public direct medical costs in patients with type 2 diabetes: A retrospective cohort study
Title | Age-specific associations between the number of co-morbidities, all-cause mortality and public direct medical costs in patients with type 2 diabetes: A retrospective cohort study |
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Authors | |
Keywords | database research diabetes complications population study primary care type 2 diabetes |
Issue Date | 2023 |
Citation | Diabetes, Obesity and Metabolism, 2023, v. 25, n. 2, p. 454-467 How to Cite? |
Abstract | Aim: To evaluate the association between the number of co-morbidities, all-cause mortality and public health system expenditure in patients with type 2 diabetes (T2D) across different age groups. Materials and Methods: A retrospective observational study of T2D patients using electronic health records in Hong Kong was conducted. Patients were stratified by age (< 50, 50-64, 65-79, ≥ 80 years) and the number of co-morbidities (0, 1, 2, 3, ≥ 4), defined using the Charlson Comorbidity Index and prevalent chronic diseases identified in local surveys. The association between the number of co-morbidities, all-cause mortality and direct medical costs was examined using Cox proportional hazard regression and the gamma generalized linear model with log link function. Results: A total of 262 212 T2D patients with a median follow-up of 10 years were included. Hypertension and dyslipidaemia were the most common co-morbidities in all age groups. After age stratification, cardiovascular diseases dominated the top pair of co-morbidities in the older age groups (65-79 and ≥ 80 years), while inflammatory and liver disease were predominant among younger individuals. Compared with co-morbidity–free T2D patients, the hazard ratios (95% CI) of death for patients aged younger than 50 and 80 years or older with two co-morbidities were 1.31 (1.08-1.59) and 1.25 (1.15-1.36), respectively, and increased to 3.08 (2.25-4.21) and 1.98 (1.82-2.16), respectively, as the number of co-morbidities increased to four or more. Similar trends were observed for medical costs. Conclusions: Age-specific co-morbidity patterns were observed for patients with T2D. A greater number of co-morbidities was associated with increased mortality and healthcare costs, with stronger relationships observed among younger patients. |
Persistent Identifier | http://hdl.handle.net/10722/345286 |
ISSN | 2023 Impact Factor: 5.4 2023 SCImago Journal Rankings: 2.079 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Hong, Sabrina Nan | - |
dc.contributor.author | Mak, Ivy Lynn | - |
dc.contributor.author | Chin, Weng Yee | - |
dc.contributor.author | Yu, Esther Yee Tak | - |
dc.contributor.author | Tse, Emily Tsui Yee | - |
dc.contributor.author | Chen, Julie Yun | - |
dc.contributor.author | Wong, Carlos King Ho | - |
dc.contributor.author | Chao, David Vai Kiong | - |
dc.contributor.author | Tsui, Wendy Wing Sze | - |
dc.contributor.author | Lam, Cindy Lo Kuen | - |
dc.contributor.author | Wan, Eric Yuk Fai | - |
dc.date.accessioned | 2024-08-15T09:26:23Z | - |
dc.date.available | 2024-08-15T09:26:23Z | - |
dc.date.issued | 2023 | - |
dc.identifier.citation | Diabetes, Obesity and Metabolism, 2023, v. 25, n. 2, p. 454-467 | - |
dc.identifier.issn | 1462-8902 | - |
dc.identifier.uri | http://hdl.handle.net/10722/345286 | - |
dc.description.abstract | Aim: To evaluate the association between the number of co-morbidities, all-cause mortality and public health system expenditure in patients with type 2 diabetes (T2D) across different age groups. Materials and Methods: A retrospective observational study of T2D patients using electronic health records in Hong Kong was conducted. Patients were stratified by age (< 50, 50-64, 65-79, ≥ 80 years) and the number of co-morbidities (0, 1, 2, 3, ≥ 4), defined using the Charlson Comorbidity Index and prevalent chronic diseases identified in local surveys. The association between the number of co-morbidities, all-cause mortality and direct medical costs was examined using Cox proportional hazard regression and the gamma generalized linear model with log link function. Results: A total of 262 212 T2D patients with a median follow-up of 10 years were included. Hypertension and dyslipidaemia were the most common co-morbidities in all age groups. After age stratification, cardiovascular diseases dominated the top pair of co-morbidities in the older age groups (65-79 and ≥ 80 years), while inflammatory and liver disease were predominant among younger individuals. Compared with co-morbidity–free T2D patients, the hazard ratios (95% CI) of death for patients aged younger than 50 and 80 years or older with two co-morbidities were 1.31 (1.08-1.59) and 1.25 (1.15-1.36), respectively, and increased to 3.08 (2.25-4.21) and 1.98 (1.82-2.16), respectively, as the number of co-morbidities increased to four or more. Similar trends were observed for medical costs. Conclusions: Age-specific co-morbidity patterns were observed for patients with T2D. A greater number of co-morbidities was associated with increased mortality and healthcare costs, with stronger relationships observed among younger patients. | - |
dc.language | eng | - |
dc.relation.ispartof | Diabetes, Obesity and Metabolism | - |
dc.subject | database research diabetes complications population study primary care type 2 diabetes | - |
dc.title | Age-specific associations between the number of co-morbidities, all-cause mortality and public direct medical costs in patients with type 2 diabetes: A retrospective cohort study | - |
dc.type | Article | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1111/dom.14889 | - |
dc.identifier.pmid | 36205484 | - |
dc.identifier.scopus | eid_2-s2.0-85141381194 | - |
dc.identifier.volume | 25 | - |
dc.identifier.issue | 2 | - |
dc.identifier.spage | 454 | - |
dc.identifier.epage | 467 | - |
dc.identifier.eissn | 1463-1326 | - |
dc.identifier.isi | WOS:000877543600001 | - |