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. 2021 Apr;8(2):402-414.
doi: 10.1007/s40615-020-00795-7. Epub 2020 Jun 25.

Relative Contribution of Individual, Community, and Health System Factors on Glycemic Control Among Inner-City African Americans with Type 2 Diabetes

Jennifer A Campbell  1   2   3 , Alice Yan  3 , Renee E Walker  3 , Lance Weinhardt  3 , Yang Wang  3 , Rebekah J Walker  1   2 , Leonard E Egede  4   5
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Relative Contribution of Individual, Community, and Health System Factors on Glycemic Control Among Inner-City African Americans with Type 2 Diabetes

Jennifer A Campbell et al. J Racial Ethn Health Disparities. 2021 Apr.

Abstract

Background: Health disparities disproportionately impact inner-city African Americans; however, limited information exists on the contribution of individual, community, and health system barriers on diabetes outcomes in this population.

Methods: A cross-sectional study collected primary data from 241 inner-city African Americans with type 2 diabetes. A conceptual framework was used to specify measurements across the individual level, such as age and comorbidities; community level, such as neighborhood factors and support; and health system level such as access, trust, and provider communication. Based on current best practices, four regression approaches were used: sequential, stepwise with forward selection, stepwise with backward selection, and all possible subsets. Variables were entered in blocks based on the theoretical framework in the order of individual, community, and health system factors and regressed against HbA1c.

Results: In the final adjusted model across all four approaches, individual-level factors like age (β = - 0.05; p < 0.001); having 1-3 comorbidities (β = - 2.03; p < 0.05), and having 4-9 comorbidities (β = - 2.49; p = 0.001) were associated with poorer glycemic control. Similarly, male sex (β = 0.58; p < 0.05), being married (β = 1.16; p = 0.001), and being overweight/obese (β = 1.25; p < 0.01) were associated with better glycemic control. Community and health system-level factors were not significantly associated with glycemic control.

Conclusion: Individual-level factors are key drivers of glycemic control among inner-city African Americans. These factors should be the key targets for interventions to improve glycemic control in this population. However, community and health system factors may have indirect pathways to glycemic control that should be examined in future studies.

Keywords: Community; Diabetes; Health system; Individual; Inner-city African American; Social determinants of health.

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Conflict of interest statement

Conflict of Interest: All authors declare they have no conflict of interest.

Figures

Figure 1.
Figure 1.
The Campbell and Egede framework for understanding barriers to care for inner-city African Americans
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