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Published on: June 11, 2012
Mediating Effects of Technology-Based Therapy on the Relationship Between Socioeconomic Status and Glycemic
Joshua R Stanley1,2, Antoine B M Clarke1, Rayzel Shulman1,2
1Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Canada.
Insights
Socioeconomic status impacts glycemic management in children with type 1 diabetes. Continuous glucose monitoring (CGM) and insulin pumps (CSII) use partially mediate these disparities, suggesting broader access could improve outcomes.
Area of Science:
- Pediatrics
- Endocrinology
- Health Services Research
Background:
- Socioeconomic disparities affect access to and use of diabetes technologies.
- These technologies are crucial for effective glycemic management in type 1 diabetes (T1D).
Purpose of the Study:
- To describe the use of continuous subcutaneous insulin infusion (CSII) and continuous glucose monitoring (CGM) in children with T1D.
- To assess how CSII and CGM mediate the relationship between socioeconomic status (SES) and glycemic control.
Main Methods:
- Retrospective cross-sectional study of 813 children (0-18 years) with T1D.
- Data linked to material deprivation (MD) quintiles; exposures were MD and technology use (CSII, CGM); outcome was HbA1c.
- Analysis of mediating effects of rtCGM and CSII on SES-glycemic management relationship.
Main Results:
- 46.6% used CGM, 30.3% used CSII. Real-time CGM (rtCGM) and CSII use associated with MD and HbA1c; isCGM did not.
- HbA1c differed by 1.17% between most and least deprived quintiles (P < 0.0001).
- rtCGM and CSII partially mediated this difference, accounting for 12.0% and 23.1% respectively.
Conclusions:
- CSII and rtCGM use partially mediate socioeconomic disparities in glycemic management.
- Broader access to these technologies may improve T1D outcomes and mitigate deprivation's negative impact.
Abstract:
Socioeconomic disparities exist related to accessibility and uptake of diabetes technologies that impact glycemic management. The aims of this study were to describe diabetes technology use (continuous subcutaneous insulin infusion [CSII] and continuous glucose monitoring [CGM]) in children with type 1 diabetes (T1D) and assess the mediating effects of each technology on the relationship between socioeconomic status (SES) and glycemic management. Single-center retrospective cross-sectional study of children aged 0-18 years (n = 813) with T1D and valid postal codes between 2018 and 2020. Extracted data were linked to validated census-based material deprivation (MD) quintiles. Exposures included MD and technology use (CSII, CGM), whereas the primary outcome was glycemic management (HbA1c). Of 813 patients included, 379 (46.6%) and 246 (30.3%) individuals used CGM and CSII, respectively. Real-time CGM (rtCGM) and CSII were associated with both MD and HbA1c, but intermittently scanned CGM (isCGM) was not. There was a difference in HbA1c of +1.17% between patients from the most (Q5) and least deprived (Q1) MD quintile (P < 0.0001), and significant mediating effects for rtCGM and CSII use, but not isCGM. rtCGM use and CSII use accounted for 0.14% (P < 0.0001) and 0.25% (P < 0.0001) of the difference in HbA1c between patients from Q1 and Q5 quintiles (indirect effects), representing 12.0% and 23.1% of this difference, respectively. CSII and rtCGM use partially mediated the significant discrepancies observed with SES and glycemic management, highlighting potential benefits of broader access to these technologies to improve diabetes outcomes and help mitigate the negative impact of deprivation on diabetes management.
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