Literature DB >> 34212757

Area Deprivation Index and Cardiac Readmissions: Evaluating Risk-Prediction in an Electronic Health Record.

Amber E Johnson1, Jianhui Zhu1, William Garrard2, Floyd W Thoma1, Suresh Mulukutla1, Kiarri N Kershaw3, Jared W Magnani1.   

Abstract

Background Assessment of the social determinants of post-hospital cardiac care is needed. We examined the association and predictive ability of neighborhood-level determinants (area deprivation index, ADI), readmission risk, and mortality for heart failure, myocardial ischemia, and atrial fibrillation. Methods and Results Using a retrospective (January 1, 2011-December 31, 2018) analysis of a large healthcare system, we assess the predictive ability of ADI on 30-day and 1-year readmission and mortality following hospitalization. Cox proportional hazards models analyzed time-to-event. Log rank analyses determined survival. C-statistic and net reclassification index determined the model's discriminative power. Covariates included age, sex, race, comorbidity, number of medications, length of stay, and insurance. The cohort (n=27 694) had a median follow-up of 46.5 months. There were 14 469 (52.2%) men and 25 219 White (91.1%) patients. Patients in the highest ADI quintile (versus lowest) were more likely to be admitted within 1 year of index heart failure admission (hazard ratio [HR], 1.25; 95% CI, 1.03‒1.51). Patients with myocardial ischemia in the highest ADI quintile were twice as likely to be readmitted at 1 year (HR, 2.04; 95% CI, 1.44‒2.91]). Patients with atrial fibrillation living in areas with highest ADI were less likely to be admitted within 1 year (HR, 0.79; 95% CI, 0.65‒0.95). As ADI increased, risk of readmission increased, and risk reclassification was improved with ADI in the models. Patients in the highest ADI quintile were 25% more likely to die within a year (HR, 1.25 1.08‒1.44). Conclusions Residence in socioeconomically disadvantaged communities predicts rehospitalization and mortality. Measuring neighborhood deprivation can identify individuals at risk following cardiac hospitalization.

Entities:  

Keywords:  electronic health record; readmissions; risk prediction; social determinants of health

Year:  2021        PMID: 34212757     DOI: 10.1161/JAHA.120.020466

Source DB:  PubMed          Journal:  J Am Heart Assoc        ISSN: 2047-9980            Impact factor:   5.501


  5 in total

1.  Association of Neighborhood Disadvantage and Anticoagulation for Patients with Atrial Fibrillation in the Veterans Health Administration: the REACH-AF Study.

Authors:  Annie McDermott; Nadejda Kim; Leslie R M Hausmann; Jared W Magnani; Chester B Good; Terrence M A Litam; Maria K Mor; Toluwa D Omole; Walid F Gellad; Michael J Fine; Utibe R Essien
Journal:  J Gen Intern Med       Date:  2022-09-23       Impact factor: 6.473

2.  Place and Pain: Association Between Neighborhood SES and Quantitative Sensory Testing Responses in Youth With Functional Abdominal Pain.

Authors:  Matthew C Morris; Stephen Bruehl; Amanda L Stone; Judy Garber; Craig Smith; Tonya M Palermo; Lynn S Walker
Journal:  J Pediatr Psychol       Date:  2022-04-08

3.  American Journal of Preventive Cardiology: Area Deprivation Index and Oral Anticoagulation in New Onset Atrial Fibrillation.

Authors:  Toluwa D Omole; Jianuhi Zhu; William Garrard; Floyd W Thoma; Suresh Mulukutla; Annie McDermott; Brandon M Herbert; Utibe R Essien; Jared W Magnani
Journal:  Am J Prev Cardiol       Date:  2022-04-27

4.  Paternal Occupation and Delirium Risk in Older Adults: A Potential Marker of Early-Life Exposures.

Authors:  Haley M Shiff; Franchesca Arias; Alyssa B Dufour; Deborah Carr; Fan Chen; Yun Gou; Richard Jones; Eva Schmitt; Thomas G Travison; Zachary J Kunicki; Olivia I Okereke; Sharon K Inouye
Journal:  Innov Aging       Date:  2022-08-08

Review 5.  Social Inequalities in Non-ischemic Cardiomyopathies.

Authors:  Eisuke Amiya
Journal:  Front Cardiovasc Med       Date:  2022-03-07
  5 in total

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