The local geographic distribution of diabetic complications in New York City: Associated population characteristics and differences by type of complication

被引:8
作者
Lee, David C. [1 ,2 ]
Long, Judith A. [3 ,4 ]
Sevick, Mary Ann [2 ]
Yi, Stella S. [2 ]
Athens, Jessica K. [2 ]
Elbel, Brian [2 ,5 ]
Wall, Stephen P. [1 ]
机构
[1] NYU, Sch Med, Ronald O Perelman Dept Emergency Med, 560 First Ave, New York, NY 10016 USA
[2] NYU, Sch Med, Dept Populat Hlth, 227 East 30th St, New York, NY 10016 USA
[3] Univ Penn, Perelman Sch Med, Div Gen Internal Med, 423 Guardian Dr, Philadelphia, PA 19104 USA
[4] Corporal Michael J Crescenz Vet Affairs Med Ctr, Ctr Hlth Equ Res, 3900 Woodland Ave, Philadelphia, PA 19104 USA
[5] NYU, Wagner Grad Sch Publ Serv, 295 Lafayette St, New York, NY 10012 USA
关键词
Population health; Diabetic complications; Geographic variation; VALIDATION; VALIDITY; DATABASE; DISEASE; RISK; IDENTIFICATION; SURVEILLANCE; PREVALENCE; AMPUTATION; DIAGNOSIS;
D O I
10.1016/j.diabres.2016.07.008
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims: To identify population characteristics associated with local variation in the prevalence of diabetic complications and compare the geographic distribution of different types of complications in New York City. Methods: Using an all-payer database of emergency visits, we identified the proportion of unique adults with diabetes who also had cardiac, neurologic, renal and lower extremity complications. We performed multivariable regression to identify associations of demographic and socioeconomic factors, and diabetes-specific emergency department use with the prevalence of diabetic complications by Census tract. We also used geospatial analysis to compare local hotspots of diabetic complications. Results: We identified 4.6 million unique New York City adults, of which 10.5% had diabetes. Adjusting for demographic and socioeconomic factors, diabetes-specific emergency department use was associated with severe microvascular renal and lower extremity complications (p-values < 0.001), but not with severe macrovascular cardiac or neurologic complications (p-values of 0.39 and 0.29). Our hotspot analysis demonstrated significant geographic heterogeneity in the prevalence of diabetic complications depending on the type of complication. Notably, the geographic distribution of hotspots of myocardial infarction were inversely correlated with hotspots of end-stage renal disease and lower extremity amputations (coefficients: -0.28 and -0.28). Conclusions: We found differences in the local geographic distribution of diabetic complications, which highlight the contrasting risk factors for developing macrovascular versus microvascular diabetic complications. Based on our analysis, we also found that high diabetes-specific emergency department use was correlated with poor diabetic outcomes. Emergency department utilization data can help identify the location of specific populations with poor glycemic control. (C) 2016 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:88 / 96
页数:9
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