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Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models

BACKGROUND: Technology use, including continuous glucose monitoring (CGM) and insulin pump therapy, is associated with improved outcomes in youth with type 1 diabetes (T1D). In 2017 CGM was universally funded for youth with T1D in Australia. In contrast, pump access is primarily accessed through pri...

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Autores principales: Lomax, Kate E., Taplin, Craig E., Abraham, Mary B., Smith, Grant J., Haynes, Aveni, Zomer, Ella, Ellis, Katrina L., Clapin, Helen, Zoungas, Sophia, Jenkins, Alicia J., Harrington, Jenny, de Bock, Martin I., Jones, Timothy W., Davis, Elizabeth A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476216/
https://www.ncbi.nlm.nih.gov/pubmed/37670884
http://dx.doi.org/10.3389/fendo.2023.1178958
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author Lomax, Kate E.
Taplin, Craig E.
Abraham, Mary B.
Smith, Grant J.
Haynes, Aveni
Zomer, Ella
Ellis, Katrina L.
Clapin, Helen
Zoungas, Sophia
Jenkins, Alicia J.
Harrington, Jenny
de Bock, Martin I.
Jones, Timothy W.
Davis, Elizabeth A.
author_facet Lomax, Kate E.
Taplin, Craig E.
Abraham, Mary B.
Smith, Grant J.
Haynes, Aveni
Zomer, Ella
Ellis, Katrina L.
Clapin, Helen
Zoungas, Sophia
Jenkins, Alicia J.
Harrington, Jenny
de Bock, Martin I.
Jones, Timothy W.
Davis, Elizabeth A.
author_sort Lomax, Kate E.
collection PubMed
description BACKGROUND: Technology use, including continuous glucose monitoring (CGM) and insulin pump therapy, is associated with improved outcomes in youth with type 1 diabetes (T1D). In 2017 CGM was universally funded for youth with T1D in Australia. In contrast, pump access is primarily accessed through private health insurance, self-funding or philanthropy. The study aim was to investigate the use of diabetes technology across different socioeconomic groups in Australian youth with T1D, in the setting of two contrasting funding models. METHODS: A cross-sectional evaluation of 4957 youth with T1D aged <18 years in the national registry was performed to determine technology use. The Index of Relative Socio-Economic Disadvantage (IRSD) derived from Australian census data is an area-based measure of socioeconomic status (SES). Lower quintiles represent greater disadvantage. IRSD based on most recent postcode of residence was used as a marker of SES. A multivariable generalised linear model adjusting for age, diabetes duration, sex, remoteness classification, and location within Australia was used to determine the association between SES and device use. RESULTS: CGM use was lower in IRSD quintile 1 in comparison to quintiles 2 to 5 (p<0.001) where uptake across the quintiles was similar. A higher percentage of pump use was observed in the least disadvantaged IRSD quintiles. Compared to the most disadvantaged quintile 1, pump use progressively increased by 16% (95% CI: 4% to 31%) in quintile 2, 19% (6% to 33%) in quintile 3, 35% (21% to 50%) in quintile 4 and 51% (36% to 67%) in the least disadvantaged quintile 5. CONCLUSION: In this large national dataset, use of diabetes technologies was found to differ across socioeconomic groups. For nationally subsidised CGM, use was similar across socioeconomic groups with the exception of the most disadvantaged quintile, an important finding requiring further investigation into barriers to CGM use within a nationally subsidised model. User pays funding models for pump therapy result in lower use with socioeconomic disadvantage, highlighting inequities in this funding approach. For the full benefits of diabetes technology to be realised, equitable access to pump therapy needs to be a health policy priority.
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spelling pubmed-104762162023-09-05 Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models Lomax, Kate E. Taplin, Craig E. Abraham, Mary B. Smith, Grant J. Haynes, Aveni Zomer, Ella Ellis, Katrina L. Clapin, Helen Zoungas, Sophia Jenkins, Alicia J. Harrington, Jenny de Bock, Martin I. Jones, Timothy W. Davis, Elizabeth A. Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Technology use, including continuous glucose monitoring (CGM) and insulin pump therapy, is associated with improved outcomes in youth with type 1 diabetes (T1D). In 2017 CGM was universally funded for youth with T1D in Australia. In contrast, pump access is primarily accessed through private health insurance, self-funding or philanthropy. The study aim was to investigate the use of diabetes technology across different socioeconomic groups in Australian youth with T1D, in the setting of two contrasting funding models. METHODS: A cross-sectional evaluation of 4957 youth with T1D aged <18 years in the national registry was performed to determine technology use. The Index of Relative Socio-Economic Disadvantage (IRSD) derived from Australian census data is an area-based measure of socioeconomic status (SES). Lower quintiles represent greater disadvantage. IRSD based on most recent postcode of residence was used as a marker of SES. A multivariable generalised linear model adjusting for age, diabetes duration, sex, remoteness classification, and location within Australia was used to determine the association between SES and device use. RESULTS: CGM use was lower in IRSD quintile 1 in comparison to quintiles 2 to 5 (p<0.001) where uptake across the quintiles was similar. A higher percentage of pump use was observed in the least disadvantaged IRSD quintiles. Compared to the most disadvantaged quintile 1, pump use progressively increased by 16% (95% CI: 4% to 31%) in quintile 2, 19% (6% to 33%) in quintile 3, 35% (21% to 50%) in quintile 4 and 51% (36% to 67%) in the least disadvantaged quintile 5. CONCLUSION: In this large national dataset, use of diabetes technologies was found to differ across socioeconomic groups. For nationally subsidised CGM, use was similar across socioeconomic groups with the exception of the most disadvantaged quintile, an important finding requiring further investigation into barriers to CGM use within a nationally subsidised model. User pays funding models for pump therapy result in lower use with socioeconomic disadvantage, highlighting inequities in this funding approach. For the full benefits of diabetes technology to be realised, equitable access to pump therapy needs to be a health policy priority. Frontiers Media S.A. 2023-08-21 /pmc/articles/PMC10476216/ /pubmed/37670884 http://dx.doi.org/10.3389/fendo.2023.1178958 Text en Copyright © 2023 Lomax, Taplin, Abraham, Smith, Haynes, Zomer, Ellis, Clapin, Zoungas, Jenkins, Harrington, de Bock, Jones and Davis https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Endocrinology
Lomax, Kate E.
Taplin, Craig E.
Abraham, Mary B.
Smith, Grant J.
Haynes, Aveni
Zomer, Ella
Ellis, Katrina L.
Clapin, Helen
Zoungas, Sophia
Jenkins, Alicia J.
Harrington, Jenny
de Bock, Martin I.
Jones, Timothy W.
Davis, Elizabeth A.
Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models
title Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models
title_full Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models
title_fullStr Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models
title_full_unstemmed Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models
title_short Socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models
title_sort socioeconomic status and diabetes technology use in youth with type 1 diabetes: a comparison of two funding models
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476216/
https://www.ncbi.nlm.nih.gov/pubmed/37670884
http://dx.doi.org/10.3389/fendo.2023.1178958
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