Submitted:
01 July 2024
Posted:
02 July 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
Statistical Methods
3. Results
4. Discussion
Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | Total (n=1,442,794) | CCD (n=59,860) |
No CCD (n=1,382,934) | p-value |
|---|---|---|---|---|
| Median age [IQR] | 40 [28 to 56] | 60 [48 to 70] | 39 [28 to 55] | <0.001 |
| Female | 52.2% | 47.5% | 52.4% | <0.001 |
| Race White Black Hispanic Asian or Pacific Islander Native American Other |
65.0% 20.5% 10.2% 1.2% 0.8% 2.3% |
74.9% 13.5% 7.1% 1.5% 0.6% 2.4% |
64.6% 20.8% 10.3% 1.2% 0.8% 2.3% |
<0.001 |
| Smoking | 1.6% | 1.1% | 1.6% | <0.001 |
| Alcohol misuse | 2.3% | 1.4% | 2.3% | <0.001 |
| Elective | 9.6% | 7.8% | 9.7% | <0.001 |
| Weekend admission | 24.0% | 23.2% | 24.0% | 0.047 |
| Season of admission Spring Summer Fall Winter |
25.0% 24.8% 25.1% 25.2% |
26.2% 25.1% 23.5% 25.2% |
24.9% 24.8% 25.2% 25.1% |
<0.001 |
| Year 2016 2017 2018 2019 |
24.2% 24.9% 25.3% 25.5% |
29.6% 23.7% 23.2% 23.5% |
24.0% 25.0% 25.4% 25.6% |
<0.001 |
| Hospital bed size Small Medium Large |
20.2% 28.3% 51.5% |
17.0% 27.6% 55.5% |
20.4% 28.3% 51.3% |
<0.001 |
| Primary expected payer Medicare Medicaid Private insurance Self-pay No charge Other |
33.7% 29.3% 25.9% 7.0% 0.5% 2.6% |
55.4% 14.0% 25.5% 2.7% 0.2% 2.3% |
32.7% 30.0% 27.0% 7.2% 0.5% 2.6% |
<0.001 |
| ZIP income quartile 1st-25th 26th-50th 51st-75th 76th-100th |
33.7% 27.3% 23.0% 16.0% |
28.9% 26.8% 24.9% 19.4% |
33.9% 27.3% 22.9% 15.9% |
<0.001 |
| Obesity | 10.5% | 18.2% | 10.1% | <0.001 |
| Hypertension | 55.5% | 83.3% | 54.3% | <0.001 |
| Hyperlipidemia | 33.1% | 64.5% | 31.7% | <0.001 |
| Previous myocardial infarction | 6.2% | 16.4% | 5.8% | <0.001 |
| Previous stroke | 7.1% | 16.2% | 6.7% | <0.001 |
| Previous heart failure | 8.6% | 28.6% | 7.8% | <0.001 |
| Chronic kidney disease | 62.5% | 74.3% | 61.8% | <0.001 |
| Chronic lung disease | 14.9% | 19.1% | 14.7% | <0.001 |
| Cancer | 3.2% | 3.7% | 3.2% | 0.002 |
| Dementia | 2.4% | 4.4% | 2.4% | <0.001 |
| Mean length of stay (SD) | 4.7±6.4 | 5.7±7.0 | 4.6±6.3 | <0.001 |
| Median length of stay [IQR] | 3 [2 to 5] | 4 [2 to 7] | 3 [2 to 5] | <0.001 |
| Mean cost (SD) | $12,333±19,111 | $21,802±26,970 | $11,924±18,588 | <0.001 |
| Median cost [IQR] | $7,271 [4,478 to 13,183] | $13,762 [7551 to 26,071] | $7,113 [4,415 to 12,737] | <0.001 |
| In-hospital mortality | 1.2% | 4.1% | 1.1% | <0.001 |
| Primary CCD diagnosis |
Median length of stay [IQR] | Mean length of stay (SD) |
Median cost [IQR] |
Mean cost (SD) |
|---|---|---|---|---|
| Right-sided heart valve disease | 12 [7 to 16] |
12.0±5.7 |
$54,433 [20,422 to 118,324] |
69,373±67,825 |
| Endocarditis | 9 [6 to 15] |
13.7±14.3 |
$22,182 [12,546 to 51,258] |
36,825±38,876 |
| Subarachnoid hemorrhage | 9 [5 to 16] |
11.4±10.0 |
$36,428 [23,138 to 65,209] |
53,927±54,180 |
| Mitral valve disease | 8 [4 to 11] |
9.9±9.4 |
$50,207 [33,881 to 71,083] |
62,531±54,586 |
| Intracranial hemorrhage | 5 [3 to 9] |
8.5±10.7 |
$16,132 [9,313 to 30,006] |
28,669±36,988 |
| Aortic valve disease | 5 [2 to 8] |
6.4±6.5 |
$44,320 [32,266 to 58,626] |
48,649±32,260 |
| Pulmonary embolism | 4 [2 to 7] |
5.9±13.7 |
$9,521 [5,947 to 16,286] |
16,172±26,635 |
| Acute myocardial infarction |
4 [2 to 7] |
5.7±6.0 |
$18,893 [11,103 to 31,815] |
26,128±26,329 |
| Heart failure | 4 [2 to 7] |
5.7±5.4 |
$8,857 [5,534 to 14,987] |
13,866±20,559 |
| Cardiomyopathy | 3 [2 to 7] |
6.6±15.2 |
$12,842 [9,101 to 30,014] |
37,515±89,745 |
| Cerebral infarction | 3 [2 to 6] |
5.3±6.6 |
$10,453 [6,815 to 17,214] |
15,701±19,648 |
| Acute pericarditis | 3 [2 to 5] |
4.5±4.7 |
$8,370 [5,382 to 14,856] |
11,972±9,917 |
| 2°/3° AV block | 3 [2 to 5] |
4.4±4.1 |
$18,398 [12,151 to 28,144] |
21,758±15,220 |
| Atrial fibrillation/flutter | 3 [1 to 4] |
3.3±3.1 |
$7,061 [4,368 to 13,564] |
11,623±12,408 |
| Myocarditis | 3 [1 to 4] |
2.7±1.6 |
$15,778 [8,954 to 19,741] |
14,778±6,901 |
| Angina | 2 [1 to 3] |
2.1±1.5 |
$7,594 [4,694 to 10,125] |
9,209±7,220 |
| Primary diagnosis of CCD | Odds ratio (95%CI) | p-value |
|---|---|---|
| Intracranial hemorrhage | 17.37 (12.68-23.79) | <0.001 |
| Pulmonary embolism | 4.39 (2.70-7.13) | <0.001 |
| Endocarditis | 3.46 (1.22-9.84) | 0.020 |
| Acute myocardial infarction | 2.31 (1.92-2.77) | <0.001 |
| Cerebral infarction | 1.47 (1.04-2.09) | 0.030 |
| Aortic valve disease | 0.95 (0.35-2.60) | 0.920 |
| Heart failure | 0.86 (0.60-1.24) | 0.422 |
| 2°/3° AV block | 0.74 (0.23-2.36) | 0.627 |
| Atrial fibrillation/flutter | 0.43 (0.19-0.97) | 0.043 |
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