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Incomeārelated inequities in the progression from gestational to type 2 diabetes: Findings from Taiwan's maternal and child health database
Journal
Diabetes, Obesity and Metabolism
Journal Volume
28
Journal Issue
3
Start Page
1844-1853
ISSN
1462-8902
1463-1326
Date Issued
2025-12-09
Author(s)
FuāShun Yen
WanāYi Lu
YuāHsin Yen
YiāLing Wu
YuāRu Lo
ChiiāMin Hwu
ChihāCheng Hsu
Abstract
<jats:title>Abstract</jats:title>
<jats:sec>
<jats:title>Aims</jats:title>
<jats:p>Previous studies suggest that individuals from lowāincome households are at a higher risk of developing type 2 diabetes (T2D), but it remains unclear whether lower socioeconomic status affects the risk of postpartum T2D in women with gestational diabetes mellitus (GDM). This study aimed to explore whether the risk of T2D differs among women with a history of GDM across income levels.</jats:p>
</jats:sec>
<jats:sec>
<jats:title>Materials and methods</jats:title>
<jats:p>Using data from the Taiwan Maternal and Child Health Database, we identified 154ā631 mothers with GDM between 1 January 2009 and 31 December 2017. We applied crude and multivariableāadjusted logistic regression models to assess the risk of postpartum T2D across different income levels.</jats:p>
</jats:sec>
<jats:sec>
<jats:title>Results</jats:title>
<jats:p>
Among 154ā631 mothers with GDM, 701 (0.45%) had very low income, 51ā990 (33.62%) had low income, 81ā575 (52.75%) had middle income, and 20ā365 (13.17%) had high income. The mean maternal age was 31.95āyears (SDā=ā4.73āyears). Compared to the middleāincome group, mothers with GDM and very low income had a higher risk of postpartum T2D (adjusted hazard ratio [aHR]: 1.86; 95% CI: 1.28ā2.71), as did those with low income (aHR: 1.20; 95% CI: 1.12ā1.29). Conversely, those with high income had a lower risk (aHR: 0.74; 95% CI: 0.66ā0.83). KaplanāMeier analysis showed a higher risk of postpartum T2D in lowerāincome groups (logārank
<jats:italic>p</jats:italic>
ā<ā0.0001).
</jats:p>
</jats:sec>
<jats:sec>
<jats:title>Conclusions</jats:title>
<jats:p>This study demonstrates that women with GDM and low family income have a significantly increased risk of postpartum T2D. These findings highlight the need for targeted prevention and followāup care for this highārisk group.</jats:p>
</jats:sec>
<jats:sec>
<jats:title>Aims</jats:title>
<jats:p>Previous studies suggest that individuals from lowāincome households are at a higher risk of developing type 2 diabetes (T2D), but it remains unclear whether lower socioeconomic status affects the risk of postpartum T2D in women with gestational diabetes mellitus (GDM). This study aimed to explore whether the risk of T2D differs among women with a history of GDM across income levels.</jats:p>
</jats:sec>
<jats:sec>
<jats:title>Materials and methods</jats:title>
<jats:p>Using data from the Taiwan Maternal and Child Health Database, we identified 154ā631 mothers with GDM between 1 January 2009 and 31 December 2017. We applied crude and multivariableāadjusted logistic regression models to assess the risk of postpartum T2D across different income levels.</jats:p>
</jats:sec>
<jats:sec>
<jats:title>Results</jats:title>
<jats:p>
Among 154ā631 mothers with GDM, 701 (0.45%) had very low income, 51ā990 (33.62%) had low income, 81ā575 (52.75%) had middle income, and 20ā365 (13.17%) had high income. The mean maternal age was 31.95āyears (SDā=ā4.73āyears). Compared to the middleāincome group, mothers with GDM and very low income had a higher risk of postpartum T2D (adjusted hazard ratio [aHR]: 1.86; 95% CI: 1.28ā2.71), as did those with low income (aHR: 1.20; 95% CI: 1.12ā1.29). Conversely, those with high income had a lower risk (aHR: 0.74; 95% CI: 0.66ā0.83). KaplanāMeier analysis showed a higher risk of postpartum T2D in lowerāincome groups (logārank
<jats:italic>p</jats:italic>
ā<ā0.0001).
</jats:p>
</jats:sec>
<jats:sec>
<jats:title>Conclusions</jats:title>
<jats:p>This study demonstrates that women with GDM and low family income have a significantly increased risk of postpartum T2D. These findings highlight the need for targeted prevention and followāup care for this highārisk group.</jats:p>
</jats:sec>
Publisher
Wiley
Type
journal-article