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Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study
PURPOSE: The study aimed to examine the separate population-level contributions of the ethnic and socioeconomic disparities among people with type 2 diabetes mellitus (T2DM) and residence in New Zealand (NZ). PATIENTS AND METHODS: A prospective cohort enrolled T2DM patients from 01/01/1994 into the...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Dove
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162107/ https://www.ncbi.nlm.nih.gov/pubmed/37153075 http://dx.doi.org/10.2147/CLEP.S402307 |
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author | Yu, Dahai Osuagwu, Uchechukwu Levi Pickering, Karen Baker, John Cutfield, Richard Wang, Zheng Cai, Yamei Orr-Walker, Brandon J Sundborn, Gerhard Zhao, Zhanzheng Simmons, David |
author_facet | Yu, Dahai Osuagwu, Uchechukwu Levi Pickering, Karen Baker, John Cutfield, Richard Wang, Zheng Cai, Yamei Orr-Walker, Brandon J Sundborn, Gerhard Zhao, Zhanzheng Simmons, David |
author_sort | Yu, Dahai |
collection | PubMed |
description | PURPOSE: The study aimed to examine the separate population-level contributions of the ethnic and socioeconomic disparities among people with type 2 diabetes mellitus (T2DM) and residence in New Zealand (NZ). PATIENTS AND METHODS: A prospective cohort enrolled T2DM patients from 01/01/1994 into the Diabetes Care Support Service, a primary care audit program in Auckland, NZ. The cohort was linked to national registry databases (socioeconomic status, pharmaceutical claim, hospitalization, and death registration). Each cohort member was followed up till death or the study end time (31/12/2019), whichever came first. Incident clinical events (stroke, myocardial infarction (MI), heart failure (HF), end-stage renal disease (ESRD), and premature mortality (PM)) were used as outcomes. The attributable fractions (AFs) were estimated for the whole population and for specific population with NZ Europeans (NZE) and/or least deprived population as reference, both unadjusted and with adjustment for covariables by Cox Regression models. RESULTS: Among 36,267 patients, adjusted population AFs indicated 6.6(−30.8–33.3)% of PM, 17.1(5.8–27.0)% of MI, 35.3(22.6–46.0)% of stroke, 14.3(3.2–24.2)% of HF, and 15.9(6.7–24.2)% of ESRD could be attributed to deprivation; while 14.3(3.3–25.4)% of PM, −3.3(−8.3–1.5)% of MI, −0.5(−6.7–5.3)% of stroke, 4.7(0.3–8.8)% of HF, 13.3(9.9–16.6)% of ESRD could be attributed to ethnicity. Deprivation contributed a significant AF to stroke, while ethnicity was important for ESRD. Gradient of AF for deprivation indicated NZE and Asians were most affected by deprivation across outcomes. Conversely, Māori, with the highest AFs for ethnicity of PM and ESRD, were unaffected by deprivation. At same deprivations, the AFs of MI and stroke were greatest among NZE compared with other ethnic groups; the AF of ESRD was greatest among Māori and Pasifika. CONCLUSION: Both socioeconomic deprivation and ethnicity are strongly associated with outcomes in patients with T2DM in NZ, although the extent of the deprivation gradient is greatest among NZE and Asians, and least among Māori. |
format | Online Article Text |
id | pubmed-10162107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-101621072023-05-06 Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study Yu, Dahai Osuagwu, Uchechukwu Levi Pickering, Karen Baker, John Cutfield, Richard Wang, Zheng Cai, Yamei Orr-Walker, Brandon J Sundborn, Gerhard Zhao, Zhanzheng Simmons, David Clin Epidemiol Original Research PURPOSE: The study aimed to examine the separate population-level contributions of the ethnic and socioeconomic disparities among people with type 2 diabetes mellitus (T2DM) and residence in New Zealand (NZ). PATIENTS AND METHODS: A prospective cohort enrolled T2DM patients from 01/01/1994 into the Diabetes Care Support Service, a primary care audit program in Auckland, NZ. The cohort was linked to national registry databases (socioeconomic status, pharmaceutical claim, hospitalization, and death registration). Each cohort member was followed up till death or the study end time (31/12/2019), whichever came first. Incident clinical events (stroke, myocardial infarction (MI), heart failure (HF), end-stage renal disease (ESRD), and premature mortality (PM)) were used as outcomes. The attributable fractions (AFs) were estimated for the whole population and for specific population with NZ Europeans (NZE) and/or least deprived population as reference, both unadjusted and with adjustment for covariables by Cox Regression models. RESULTS: Among 36,267 patients, adjusted population AFs indicated 6.6(−30.8–33.3)% of PM, 17.1(5.8–27.0)% of MI, 35.3(22.6–46.0)% of stroke, 14.3(3.2–24.2)% of HF, and 15.9(6.7–24.2)% of ESRD could be attributed to deprivation; while 14.3(3.3–25.4)% of PM, −3.3(−8.3–1.5)% of MI, −0.5(−6.7–5.3)% of stroke, 4.7(0.3–8.8)% of HF, 13.3(9.9–16.6)% of ESRD could be attributed to ethnicity. Deprivation contributed a significant AF to stroke, while ethnicity was important for ESRD. Gradient of AF for deprivation indicated NZE and Asians were most affected by deprivation across outcomes. Conversely, Māori, with the highest AFs for ethnicity of PM and ESRD, were unaffected by deprivation. At same deprivations, the AFs of MI and stroke were greatest among NZE compared with other ethnic groups; the AF of ESRD was greatest among Māori and Pasifika. CONCLUSION: Both socioeconomic deprivation and ethnicity are strongly associated with outcomes in patients with T2DM in NZ, although the extent of the deprivation gradient is greatest among NZE and Asians, and least among Māori. Dove 2023-05-01 /pmc/articles/PMC10162107/ /pubmed/37153075 http://dx.doi.org/10.2147/CLEP.S402307 Text en © 2023 Yu et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Yu, Dahai Osuagwu, Uchechukwu Levi Pickering, Karen Baker, John Cutfield, Richard Wang, Zheng Cai, Yamei Orr-Walker, Brandon J Sundborn, Gerhard Zhao, Zhanzheng Simmons, David Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study |
title | Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study |
title_full | Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study |
title_fullStr | Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study |
title_full_unstemmed | Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study |
title_short | Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994–2018: A Multiple Linked Cohort Study |
title_sort | adverse clinical outcomes attributable to socioeconomic and ethnic disparities among people with type 2 diabetes in new zealand between 1994–2018: a multiple linked cohort study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162107/ https://www.ncbi.nlm.nih.gov/pubmed/37153075 http://dx.doi.org/10.2147/CLEP.S402307 |
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