| Literature DB >> 30030215 |
Guy Rozen1,2, Seyed Mohammadreza Hosseini2, M Ihsan Kaadan2, Yitschak Biton2, E Kevin Heist2, Mark Vangel3, Moussa C Mansour2, Jeremy N Ruskin4.
Abstract
BACKGROUND: Atrial fibrillation (AF) is an increasingly prevalent public health problem and one of the most common causes of emergency department (ED) visits. We aimed to investigate the trends in ED visits and hospital admissions for AF. METHODS ANDEntities:
Keywords: atrial fibrillation; economic burden; emergency department visits; hospitalization
Mesh:
Year: 2018 PMID: 30030215 PMCID: PMC6201465 DOI: 10.1161/JAHA.118.009024
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Baseline Patient Characteristics for AF‐Related ED Visits in the United States From 2007 to 2014
| Characteristics | Total | Admitted Patients | Discharged Patients |
|
|---|---|---|---|---|
| Nonweighted, n | 864 759 | 586 339 | 278 420 | … |
| Weighted, n | 3 886 520 | 2 617 064 | 1 269 456 | … |
| Age group, y, % | ||||
| ≤74 | 57.93 | 54.42 | 65.18 | <0.001 |
| ≥75 | 42.07 | 45.58 | 34.82 | |
| Sex, % | ||||
| Male | 47.89 | 46.34 | 51.08 | <0.001 |
| Female | 52.11 | 53.66 | 48.92 | |
| Payer, % | ||||
| Medicare | 63.81 | 67.43 | 56.35 | <0.001 |
| Medicaid | 4.58 | 4.89 | 3.93 | |
| Private | 25.3 | 21.66 | 32.82 | |
| Self‐pay | 3.77 | 3.5 | 4.33 | |
| Others | 2.53 | 2.52 | 2.56 | |
| Income status, percentile | ||||
| 0–25 | 24.49 | 25.94 | 21.51 | <0.001 |
| 26–50 | 27.14 | 27.15 | 27.12 | |
| 51–75 | 24.75 | 24.18 | 25.92 | |
| 76–100 | 23.61 | 23.73 | 25.44 | |
| Comorbidities, % | ||||
| Hypertension | 61.82 | 69.89 | 45.18 | <0.001 |
| Congestive heart failure | 24.47 | 32.11 | 8.71 | <0.001 |
| Diabetes mellitus | 20.98 | 24.5 | 13.73 | <0.001 |
| Valvular disease | 13.8 | 18.16 | 4.81 | <0.001 |
| Chronic kidney disease | 10.24 | 13.27 | 4 | <0.001 |
| Chronic pulmonary disease | 20.53 | 25.98 | 9.3 | <0.001 |
| CHA2DS2‐VASc score, % | ||||
| 0 | 8.56 | 5.24 | 15.4 | <0.001 |
| 1 | 13.29 | 10.45 | 19.14 | |
| ≥2 | 78.15 | 84.31 | 65.46 | |
| Mean±SEM | 3.10±0.01 | 3.47±0.01 | 2.34±0.01 | |
| Elixhauser Comorbidity Index ≥3, % | 61.61 | 75.99 | 31.97 | <0.001 |
| Hospital teaching status, % | ||||
| Metropolitan nonteaching | 43.35 | 44.06 | 41.88 | <0.001 |
| Metropolitan teaching | 38.99 | 39.94 | 37.03 | |
| Nonmetropolitan | 17.66 | 16 | 21.09 | |
| Hospital region, % | ||||
| Northeast | 19.3 | 20.89 | 16.03 | <0.001 |
| Midwest | 24.18 | 23.44 | 25.7 | |
| South | 37.6 | 40.25 | 32.13 | |
| West | 18.92 | 15.41 | 26.15 | |
AF indicates atrial fibrillation; ED, emergency department.
Demographic Trends in Baseline Characteristics of the Patient Population Arriving to EDs for AF Between 2007 and 2014
| Variable | Total | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 |
| Trend |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Nonweighted, n | 864 759 | 89 056 | 101 211 | 102 979 | 105 862 | 110 519 | 118 838 | 115 502 | 120 792 | … | … |
| Weighted, n | 3 886 520 | 411 406 | 445 924 | 462 794 | 479 691 | 504 995 | 516 517 | 527 393 | 537 801 | 0.008 |
|
| Age group, y, % | |||||||||||
| ≤59 | 23.96 | 24.99 | 24.36 | 24.13 | 24.35 | 23.99 | 24.02 | 22.97 | 23.23 | 0.014 |
|
| 60–74 | 33.97 | 32.36 | 32.74 | 33.36 | 33.52 | 34.19 | 34.2 | 35.08 | 35.63 | 0.008 |
|
| ≥75 | 42.07 | 42.64 | 42.9 | 42.51 | 42.13 | 41.82 | 41.78 | 41.94 | 41.14 | 0.017 |
|
| Median (IQR) | 71 (60–81) | 72 (59–81) | 72 (60–81) | 71 (60–81) | 71 (60–81) | 71 (60–81) | 71 (60–81) | 71 (61–81) | 71 (60–81) | ··· | ··· |
| Sex, % | |||||||||||
| Male | 47.89 | 47.62 | 47.52 | 47.38 | 47.76 | 47.64 | 48.12 | 48.25 | 48.59 | 0.02 |
|
| Female | 52.11 | 52.38 | 52.48 | 52.62 | 52.24 | 52.36 | 51.88 | 51.75 | 51.41 | 0.02 |
|
| Payer, % | |||||||||||
| Medicare | 63.81 | 62.48 | 62.78 | 63.08 | 63.29 | 63.96 | 64.23 | 65.47 | 64.62 | 0.01 |
|
| Medicaid | 4.58 | 3.7 | 3.91 | 4.38 | 4.41 | 4.42 | 4.71 | 4.47 | 6.26 | 0.01 |
|
| Private | 25.3 | 27.24 | 27.41 | 26.57 | 25.75 | 25.47 | 24.2 | 23.23 | 23.53 | 0.012 |
|
| Self‐pay | 3.77 | 4.34 | 3.53 | 3.64 | 4.06 | 3.6 | 4.06 | 3.98 | 3.06 | 0.342 | ··· |
| Others | 2.53 | 2.25 | 2.37 | 2.33 | 2.49 | 2.54 | 2.8 | 2.85 | 2.53 | 0.027 |
|
| Income percentile | |||||||||||
| 0–25 | 24.49 | 24.44 | 23.47 | 23.39 | 23.22 | 23.63 | 25.5 | 26.03 | 25.78 | 0.089 | ··· |
| 26–50 | 27.14 | 25.71 | 29.02 | 27.87 | 27.27 | 25.08 | 25.08 | 27.39 | 29.61 | 0.776 | ··· |
| 51–75 | 24.75 | 26.17 | 23.61 | 25.29 | 24.82 | 26.21 | 24.71 | 24.42 | 23.1 | 0.208 | ··· |
| 76–100 | 23.61 | 23.68 | 23.89 | 23.45 | 24.69 | 25.07 | 24.72 | 22.15 | 21.51 | 0.488 | ··· |
| Comorbidities, % | |||||||||||
| Hypertension | 61.82 | 56.93 | 58.72 | 60.98 | 61.31 | 62.81 | 63.01 | 64.07 | 65.04 | 0.008 |
|
| CHF | 24.47 | 21.91 | 22.83 | 23.96 | 24.69 | 24.91 | 24.35 | 25.73 | 26.47 | 0.014 |
|
| DM | 20.98 | 18.89 | 19.73 | 20.56 | 20.81 | 21.15 | 21.75 | 21.71 | 22.51 | 0.01 |
|
| Valvular disease | 13.8 | 14.65 | 13.58 | 13.64 | 13.17 | 13.85 | 13.2 | 13.63 | 14.72 | 0.801 | ··· |
| CKD | 10.24 | 7.64 | 8.15 | 9.16 | 10.17 | 10.63 | 11.17 | 11.61 | 12.37 | 0.008 |
|
| COPD | 20.53 | 18.67 | 19.33 | 20.03 | 20.33 | 20.86 | 20.85 | 21.57 | 21.93 | 0.01 |
|
| CHA2DS2‐VASc score, % | |||||||||||
| 0 | 8.56 | 9.66 | 9.4 | 8.66 | 8.7 | 8.43 | 8.26 | 7.87 | 7.88 | 0.012 |
|
| 1 | 13.29 | 14.03 | 13.41 | 13.43 | 13.48 | 13.21 | 13.33 | 12.78 | 12.87 | 0.023 |
|
| ≥2 | 78.15 | 76.32 | 77.19 | 77.91 | 77.82 | 78.36 | 78.41 | 79.35 | 79.24 | 0.012 |
|
| Elixhauser Comorbidity Index ≥3, % | 61.61 | 57.24 | 58.11 | 60.62 | 61.08 | 62.66 | 62.65 | 64.14 | 64.14 | 0.01 |
|
| Hospital status, % | |||||||||||
| Metropolitan | 43.35 | 46.35 | 47.91 | 47.14 | 45.43 | 44.92 | 42.38 | 43.22 | 31.72 | 0.017 |
|
| nonteaching | |||||||||||
| Metropolitan teaching | 38.99 | 35.43 | 33.47 | 34.36 | 37.29 | 37.62 | 39.68 | 38.78 | 52.62 | 0.017 |
|
| Nonmetropolitan | 17.66 | 18.22 | 18.62 | 18.51 | 17.27 | 17.46 | 17.94 | 18 | 15.65 | 0.068 | ··· |
| Hospital region, % | |||||||||||
| Northeast | 19.3 | 20.86 | 19.96 | 19.57 | 19.16 | 19.69 | 19.34 | 18.58 | 17.77 | 0.02 |
|
| Midwest | 24.18 | 24.35 | 23.31 | 24.19 | 24.77 | 24.31 | 23.81 | 23.44 | 25.2 | 0.659 | ··· |
| South | 37.6 | 37.51 | 37.39 | 37.18 | 37.11 | 36.48 | 37.95 | 38.61 | 38.36 | 0.186 | ··· |
| West | 18.92 | 17.28 | 19.35 | 19.07 | 18.96 | 19.52 | 18.9 | 19.37 | 18.68 | 0.753 | ··· |
Values are given as number, percentage, or median (IQR). AF indicates atrial fibrillation; CHF, congestive heart failure; CKD, chronic kidney disease; COPD, chronic obstructive pulmonary disease; DM, diabetes mellitus; ED, emergency department; IQR, interquartile range.
Only shown for statistically significant trends; P<0.05 was considered significant.
Figure 1Changes in emergency department (ED) visits for atrial fibrillation (AF), admission rates, baseline patient characteristics, and comorbidities between 2007 and 2014. The percentage change in ED visits and hospital admissions as well as patient characteristics and major comorbidities are shown. Over the study period, there was a significant trend toward sicker patients presenting to the ED with AF, with an increasing prevalence of hypertension (HTN), diabetes mellitus (DM), congestive heart failure (CHF), chronic kidney disease (CKD), and chronic obstructive pulmonary disease (COPD).
Figure 2Trends in adult emergency department (ED) visits and atrial fibrillation (AF) ED visits in the United States (2007–2014). The annual volume of ED visits for AF increased significantly from 2007 to 2014, whereas the admission rates gradually declined during the same period. For comparison, all ED visits and admission trends are displayed.
Admission Rates of Patients With AF From EDs in the United States From 2007 to 2014
| Variables | Admission Rate, % | Unadjusted OR for Admission | 95% CI |
|
|---|---|---|---|---|
| All ED visits | 67.34 | ··· | ··· | ··· |
| Age group, y, % | ||||
| ≤74 | 63.25 | Reference | ··· | ··· |
| ≥75 | 72.97 | 1.57 | 1.55–1.58 | <0.001 |
| Sex, % | ||||
| Male | 65.17 | Reference | ··· | ··· |
| Female | 69.35 | 1.21 | 1.19–1.22 | <0.001 |
| Payer, % | ||||
| Medicare | 71.18 | Reference | ··· | ··· |
| Medicaid | 71.99 | 1.05 | 1.02–1.07 | <0.001 |
| Private | 57.67 | 0.55 | 0.54–0.56 | <0.001 |
| Self‐pay | 62.48 | 0.67 | 0.65–0.68 | <0.001 |
| Others | 67.05 | 0.85 | 0.82–0.87 | <0.001 |
| Income status, percentile | ||||
| 0–25 | 71.29 | Reference | ··· | ··· |
| 26–50 | 67.34 | 0.84 | 0.83–0.85 | <0.001 |
| 51–75 | 65.77 | 0.78 | 0.77–0.79 | <0.001 |
| 76–100 | 64.78 | 0.73 | 0.72–0.74 | <0.001 |
| Hospital teaching status, % | ||||
| Nonmetropolitan | 60.99 | Reference | ··· | ··· |
| Metropolitan nonteaching | 68.45 | 1.39 | 1.37–1.41 | <0.001 |
| Metropolitan teaching | 68.98 | 1.38 | 1.37–1.40 | <0.001 |
| Hospital region, % | ||||
| Northeast | 72.88 | Reference | ··· | ··· |
| Midwest | 65.29 | 0.71 | 0.70–0.72 | <0.001 |
| South | 72.09 | 0.96 | 0.95–0.97 | <0.001 |
| West | 54.86 | 0.46 | 0.45–0.47 | <0.001 |
| Elixhauser Comorbidity Index, % | ||||
| <3 | 42.12 | Reference | ··· | ··· |
| ≥3 | 83 | 6.72 | 6.66–6.80 | <0.001 |
| CHA2DS2‐VASc, score % | ||||
| 0 | 41.26 | Reference | ··· | ··· |
| 1 | 52.96 | 1.6 | 1.57–1.63 | <0.001 |
| ≥2 | 72.65 | 3.77 | 3.71–3.83 | <0.001 |
| Comorbidities, % | ||||
| Hypertension | 76.13 | 2.8 | 2.78–2.83 | <0.001 |
| Congestive heart failure | 88.38 | 4.93 | 4.85–5.00 | <0.001 |
| Diabetes mellitus | 78.63 | 2.03 | 2.00–2.06 | <0.001 |
| Valvular disease | 88.61 | 4.36 | 4.28–4.44 | <0.001 |
| Chronic kidney disease | 87.24 | 3.63 | 3.56–3.71 | <0.001 |
| Chronic pulmonary disease | 85.21 | 3.42 | 3.37–3.47 | <0.001 |
AF indicates atrial fibrillation; CI, confidence interval; ED, emergency department; OR, odds ratio.
Multivariable Logistic Regression: Independent Patient‐ and Hospital‐Level Predictors of Admission for Patients Who Presented to EDs for AF in the United States From 2007 to 2014
| Predictor | Adjusted Odds Ratio | 95% CI |
|
|---|---|---|---|
| Model 1 (C‐statistic=0.76) | |||
| Age group, y | |||
| ≤74 | 1.00 (Reference) | NA | … |
| ≥75 | 1.14 | 1.13–1.16 | <0.001 |
| Female sex | 1.01 | 0.99–1.02 | 0.528 |
| Comorbidities | |||
| Hypertension | 2.16 | 2.14–2.19 | <0.001 |
| Congestive heart failure | 3.43 | 3.38–3.49 | <0.001 |
| Diabetes mellitus | 1.38 | 1.36–1.40 | <0.001 |
| Valvular disease | 3.19 | 3.12–3.26 | <0.001 |
| Chronic kidney disease | 2.21 | 2.16–2.27 | <0.001 |
| Chronic pulmonary disease | 2.46 | 2.42–2.50 | <0.001 |
| Income status, percentile | |||
| 0–25 | 1.00 (Reference) | NA | … |
| 26–50 | 0.98 | 0.96–0.99 | 0.012 |
| 51–75 | 0.95 | 0.93–0.96 | <0.001 |
| 76–100 | 0.89 | 0.88–0.91 | <0.001 |
| Hospital status | |||
| Nonmetropolitan | 1.00 (Reference) | NA | … |
| Metropolitan nonteaching | 1.41 | 1.34–1.49 | <0.001 |
| Metropolitan teaching | 1.41 | 1.33–1.50 | <0.001 |
| Hospital region | |||
| West | 1.00 (Reference) | NA | … |
| Northeast | 2 | 1.81–2.22 | <0.001 |
| Midwest | 1.36 | 1.24–1.48 | <0.001 |
| South | 1.73 | 1.59–1.89 | <0.001 |
| Model 2 (C‐statistic=0.66) | |||
| CHA2DS2‐VASc score | |||
| 0 | 1.00 (Reference) | NA | … |
| 1 | 1.61 | 1.58–1.65 | <0.001 |
| ≥2 | 3.74 | 3.67–3.82 | <0.001 |
AF indicates atrial fibrillation; CI, confidence interval; ED, emergency department; NA, not applicable.
Adjusted for insurance status, hospital ED visit volume, and calendar year.
Adjusted for income status, insurance status, hospital region, hospital teaching status, hospital ED visit volume, and calendar year. Separate model was required to avoid interaction between multiple variables.
Figure 3Total annual charges for atrial fibrillation (AF)–related emergency department (ED) visits, resulting in discharge or hospital admissions in the United States (2007–2014). The total annual charges for AF ED visits resulting in discharge and admissions increased significantly from 2007 to 2014. The significant increase in the economic burden of hospital admissions for AF is driven by a combination of the increasing total number of ED visits and hospital admissions and a 37% increase in the median per‐patient hospitalization charge over the study period.
Figure 4Median hospital charges (adjusted for inflation) per patient: atrial fibrillation (AF) emergency department visits resulting in discharge or hospital admission. The adjusted median per‐patient hospital charges for admitted patients with AF increased significantly in the United States from 2007 to 2014. This was one of the major contributors to the significant increase in the total AF hospitalization economic burden during the study period.