key: cord-0026416-jntsoias
authors: Kurani, Shaheen Shiraz; Heien, Herbert C.; Sangaralingham, Lindsey R.; Inselman, Jonathan W.; Shah, Nilay D.; Golden, Sherita Hill; McCoy, Rozalina G.
title: Association of Area-Level Socioeconomic Deprivation With Hypoglycemic and Hyperglycemic Crises in US Adults With Diabetes
date: 2022-01-18
journal: JAMA Netw Open
DOI: 10.1001/jamanetworkopen.2021.43597
sha: e77befa95c27d68c062d9ce59b27fe9e31e0b68f
doc_id: 26416
cord_uid: jntsoias

IMPORTANCE: Social determinants of health play a role in diabetes management and outcomes, including potentially life-threatening complications of severe hypoglycemia and diabetic ketoacidosis (DKA) or hyperglycemic hyperosmolar state (HHS). Although several person-level socioeconomic factors have been associated with these complications, the implications of area-level socioeconomic deprivation are unknown. OBJECTIVE: To examine the association between area-level deprivation and the risks of experiencing emergency department visits or hospitalizations for hypoglycemic and hyperglycemic crises (ie, DKA or HHS). DESIGN, SETTING, AND PARTICIPANTS: This cohort study used deidentified administrative claims data for privately insured individuals and Medicare Advantage beneficiaries across the US. The analysis included adults with diabetes who met the claims criteria for diabetes between January 1, 2016, and December 31, 2017. Data analyses were performed from November 17, 2020, to November 11, 2021. EXPOSURES: Area deprivation index (ADI) was derived for each county for 2016 and 2017 using 17 county-level indicators from the American Community Survey. ADI values were applied to patients who were living in each county based on their index dates and were categorized according to county-level ADI quintile (with quintile 1 having the least deprivation and quintile 5 having the most deprivation). MAIN OUTCOMES AND MEASURES: The numbers of emergency department visits or hospitalizations related to the primary diagnoses of hypoglycemia and DKA or HHS (ascertained using validated diagnosis codes in the first or primary position of emergency department or hospital claims) between 2016 and 2019 were calculated for each ADI quintile using negative binomial regression models and adjusted for patient age, sex, health plan type, comorbidities, glucose-lowering medication type, and percentage of White residents in the county. RESULTS: The study population included 1 116 361 individuals (563 943 women [50.5%]), with a mean (SD) age of 64.9 (13.2) years. Of these patients, 343 726 (30.8%) resided in counties with the least deprivation (quintile 1) and 121 810 (10.9%) lived in counties with the most deprivation (quintile 5). Adjusted rates of severe hypoglycemia increased from 13.54 (95% CI, 12.91-14.17) per 1000 person-years in quintile 1 counties to 19.13 (95% CI, 17.62-20.63) per 1000 person-years in quintile 5 counties, corresponding to an incidence rate ratio of 1.41 (95% CI, 1.29-1.54; P < .001). Adjusted rates of DKA or HHS increased from 7.49 (95% CI, 6.96-8.02) per 1000 person-years in quintile 1 counties to 8.37 (95% CI, 7.50-9.23) per 1000 person-years in quintile 5 counties, corresponding to an incidence rate ratio of 1.12 (95% CI, 1.00-1.25; P = .049). CONCLUSIONS AND RELEVANCE: This study found that living in counties with a high area-level deprivation was associated with an increased risk of severe hypoglycemia and DKA or HHS. The concentration of these preventable events in areas of high deprivation signals the need for interventions that target the structural barriers to optimal diabetes management and health.

Shown are the survey census indicators, table references, and factor score coefficients from 2012-2017 that were used for area deprivation index (ADI) derivation. 

Medicare Advantage Q1

) Abbreviations: ADI, area deprivation index; DKA

PY, person-years

Rates of severe hypoglycemia and DKA/HHS per 1000 person-years, analyses adjusted for patient demographics (age, sex, health plan), percent White residents in the county, comorbidities, and medications (fully adjusted model). *p <0.05 for the IRR of the quintile examined (Q2-Q5) with ADI Q1 (least deprived) serving as the reference group.