| Literature DB >> 35395471 |
Laura J Myers1, Anthony J Perkins2, Monique F Kilkenny3, Dawn M Bravata4.
Abstract
BACKGROUND ANDEntities:
Keywords: Ischemic attack; Ischemic stroke; Mortality; Outcomes; Quality improvement transient; Readmission
Mesh:
Year: 2022 PMID: 35395471 PMCID: PMC8983051 DOI: 10.1016/j.jstrokecerebrovasdis.2022.106455
Source DB: PubMed Journal: J Stroke Cerebrovasc Dis ISSN: 1052-3057 Impact factor: 2.677
Baseline patient characteristics of patients with transient ischemic attack (TIA) and ischemic stroke.
| Characteristics* | Before Pandemic: March—September 2019 N = 5636 | During pandemic: March—September 2020 N = 4360 | P-value (2019 vs. 2020) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| TotalN = 5636 | TIA | StrokeN = 3720 | P-value | TotalN = 4360 | TIA*N = 1334 | StrokeN = 3026 | P-value | ||
| Admitted vs ED for Index Event | <0.001 | <0.001 | 0.003 | ||||||
| ED Only | 1330 (23.6) | 612 (31.9) | 718 (19.3) | 920 (21.0) | 412 (30.9) | 508 (16.8) | |||
| Admitted to Hospital | 4306 (76.4) | 1304 (68.1) | 3002 (80.7) | 3440 (78.9) | 922 (69.1) | 2518 (83.2) | |||
| Weekend Presentation | 1117 (19.8) | 398 (20.8) | 719 (19.3) | 0.198 | 848 (19.5) | 261 (19.6) | 587 (19.4) | 0.898 | 0.645 |
| Left Against Medical Advice | 240 (4.3) | 113 (5.9) | 127 (3.4) | <0.001 | 174 (4.0) | 90 (6.8) | 84 (2.8) | <0.001 | 0.506 |
| Length of Stay | |||||||||
| Mean (SD) | 3.9 (8.1) | 1.6 (2.4) | 5.1 (9.6) | <0.001 | 4.1 (8.7) | 1.8 (5.0) | 5.1 (9.7) | <0.001 | 0.352 |
| Median (IQR) | 2 (1-4) | 1 (0-2) | 3 (1-5) | 2 (1-4) | 1 (0-2) | 3 (1-5) | |||
| Age (years) | |||||||||
| Mean (SD) | 70.6 (11.0) | 71.0 (11.2) | 70.4 (10.9) | 0.049 | 70.7 (11.1) | 70.7 (12.0) | 70.7 (10.7) | 0.911 | 0.719 |
| Median (IQR) | 71 (64-77) | 71 (64-78) | 71 (63-77) | 71 (64-77) | 71 (63-77) | 71 (64-77) | |||
| Male Sex | 5391 (95.7) | 1811 (94.5) | 3580 (96.2) | 0.003 | 4162 (95.5) | 1250 (93.7) | 2912 (96.2) | 0.000 | 0.640 |
| Race | <0.001 | <0.001 | 0.039 | ||||||
| White | 3849 (68.3) | 1396 (72.9) | 2453 (65.9) | 2940 (67.4) | 988 (74.1) | 1952 (64.5) | |||
| Black | 1521 (27.0) | 437 (22.8) | 1084 (29.1) | 1163 (26.7) | 285 (21.4) | 878 (29.0) | |||
| Asian | 27 (0.5) | 3 (0.2) | 24 (0.7) | 34 (0.8) | 11 (0.8) | 23 (0.8) | |||
| Other | 73 (1.3) | 34 (1.8) | 39 (1.1) | 55 (1.3) | 21 (1.6) | 34 (1.1) | |||
| Unknown | 166 (3.0) | 46 (2.4) | 120 (3.2) | 168 (3.9) | 29 (2.2) | 139 (4.6) | |||
| COVID-19 within ± 30-days Before/After Presentation/Discharge | 0 | 0 | 0 | 72 (1.7) | 19 (1.4) | 53 (1.8) | 0.435 | ||
| Diabetes | 2531 (44.9) | 783 (40.9) | 1748 (47.0) | <0.001 | 2010 (46.1) | 558 (41.8) | 1452 (48.0) | 0.000 | 0.235 |
| Atrial Fibrillation | 1023 (18.2) | 320 (16.7) | 703 (18.9) | 0.043 | 711 (16.3) | 189 (14.2) | 522 (17.3) | 0.011 | 0.016 |
| Myocardial Infarction | 519 (9.2) | 153 (8.0) | 366 (9.8) | 0.023 | 412 (9.5) | 103 (7.7) | 309 (10.2) | 0.010 | 0.681 |
| Congestive Heart Failure | 1069 (19.0) | 336 (17.5) | 733 (19.7) | 0.049 | 768 (17.6) | 209 (15.7) | 559 (18.5) | 0.025 | 0.083 |
| Chronic Obstructive Pulmonary Disease | 1260 (22.4) | 420 (21.9) | 840 (22.6) | 0.573 | 932 (21.4) | 282 (21.1) | 650 (21.5) | 0.800 | 0.240 |
| Peripheral Arterial Disease | 961 (17.1) | 311 (16.2) | 650 (17.5) | 0.241 | 625 (14.3) | 181 (13.6) | 444 (14.7) | 0.338 | <0.001 |
| Dementia | 527 (9.4) | 146 (7.6) | 381 (10.2) | 0.001 | 390 (8.9) | 101 (7.6) | 289 (9.6) | 0.035 | 0.486 |
| Chronic Kidney Disease | 1274 (22.6) | 374 (19.5) | 900 (24.2) | <0.001 | 975 (22.4) | 250 (18.7) | 725 (24.0) | 0.000 | 0.774 |
| Dialysis | 93 (1.7) | 21 (1.1) | 72 (1.9) | 0.019 | 71 (1.6) | 16 (1.2) | 55 (1.8) | 0.137 | 0.933 |
| Cancer | 726 (12.9) | 241 (12.6) | 485 (13.0) | 0.626 | 528 (12.1) | 141 (10.6) | 387 (12.8) | 0.039 | 0.248 |
| Hypertension | 4587 (81.4) | 1493 (77.9) | 3094 (83.2) | <0.001 | 3516 (80.6) | 1001 (75.0) | 2515 (83.1) | <0.001 | 0.346 |
| Hyperlipidemia | 3655 (64.9) | 1222 (63.8) | 2433 (65.4) | 0.226 | 2885 (66.2) | 835 (62.6) | 2050 (67.8) | 0.001 | 0.169 |
| Depression | 1454 (25.8) | 503 (26.3) | 951 (25.6) | 0.576 | 1140 (26.2) | 349 (26.2) | 791 (26.1) | 0.988 | 0.694 |
| Venous Thromboembolism | 242 (4.3) | 60 (3.1) | 182 (4.9) | 0.002 | 184 (4.2) | 55 (4.1) | 129 (4.3) | 0.832 | 0.857 |
| Major Bleeding Event | 28 (0.5) | 11 (0.6) | 17 (0.5) | 0.554 | 17 (0.4) | 6 (0.5) | 11 (0.4) | 0.674 | 0.429 |
| Intracranial Bleeding | 394 (7.0) | 78 (4.1) | 316 (8.5) | <0.001 | 295 (6.8) | 51 (3.8) | 244 (8.1) | <0.001 | 0.660 |
| Current Smoker | 1950 (34.6) | 576 (30.1) | 1374 (36.9) | <0.001 | 1300 (29.8) | 322 (24.1) | 978 (32.3) | <0.001 | <0.001 |
| Hospice/Palliative Care | 349 (6.2) | 54 (2.8) | 295 (7.9) | <0.001 | 305 (7.0) | 40 (3.0) | 265 (8.8) | <0.001 | 0.107 |
| Charlson Comorbidity Index Score | |||||||||
| Mean (SD) | 3.0 (2.9) | 2.9 (2.9) | 3.1 (2.9) | 0.072 | 2.9 (2.9) | 2.8 (2.7) | 3.0 (2.9) | 0.008 | 0.161 |
| Median (IQR) | 2 (1-4) | 2 (1-4) | 2(1-5) | 2 (1-4) | 2 (1-4) | 2 (1-5) | |||
| CHA2DS2-VASc | |||||||||
| Mean (SD) | 3.3 (1.4) | 3.2 (1.5) | 3.4 (1.4) | <0.001 | 3.3 (1.4) | 3.2 (1.5) | 3.4 (1.4) | <0.001 | 0.574 |
| Median (IQR) | 3 (2-4) | 3 (2-4) | 3 (3-4) | 3 (2-4) | 3 (2-4) | 3 (3-4) | |||
| HAS-BLED | |||||||||
| Mean (SD) | 2.6 (1.1) | 2.2 (1.0) | 2.8 (1.1) | <0.001 | 2.6 (1.1) | 2.1 (1.0) | 2.9 (1.1) | <0.001 | 0.563 |
| Median (IQR) | 3 (2-3) | 2 (2-3) | 3 (2-4) | 3 (2-3) | 2 (1-3) | 3 (2-4) | |||
| APACHE III score | |||||||||
| Mean (SD) | 10.8 (7.2) | 10.0 (6.6) | 11.2 (7.4) | <0.001 | 10.5 (6.7) | 9.6 (6.2) | 10.9 (6.9) | <0.001 | 0.044 |
| Median (IQR) | 10 (6-15) | 9 (5-14) | 10 (6-15) | 10 (6-14) | 9 (4-14) | 10 (6-15) | |||
| Average Systolic Blood Pressure 90-Days After Discharge | |||||||||
| Mean (SD) | 129.4 (15.4) | 128.6 (14.8) | 129.7 (15.7) | 0.021 | 131.3 (17.6) | 131.0 (17.8) | 131.5 (17.6) | 0.530 | <0.001 |
| Median (IQR) | 129.0 (119.7-138.0) | 128.5 (119-137) | 129.0 (120-138) | 130 (120-141) | 130.0 (119-140.4) | 130.5 (120-141) | |||
| Average Diastolic Blood Pressure 90-Days After Discharge | |||||||||
| Mean (SD) | 74.2 (9.4) | 73.8 (9.1) | 74.5 (9.5) | 0.018 | 75.6 (10.3) | 75.3 (9.9) | 75.7 (10.5) | 0.497 | <0.001 |
| Median (IQR) | 74 (68.3-80.0) | 73.6 (68-79.7) | 74.5 (68.5-80.0) | 76 (69-82) | 76 (69-82) | 76 (69-82) | |||
| No Blood Pressure Measurement within 90-Days After Discharge | 608 (10.8) | 225 (11.7) | 383 (10.3) | 0.097 | 1841 (42.2) | 619 (46.4) | 1222 (40.4) | 0.000 | <0.001 |
| Any Inpatient Admission in 1-Year prior to Index Event | 1542 (27.4) | 531 (27.7) | 1011 (27.2) | 0.669 | 1104 (25.3) | 342 (25.6) | 762 (25.2) | 0.750 | 0.022 |
| Any ED Visit in 1-Year prior to Index Event | 3143 (55.8) | 1130 (59.0) | 2013 (54.1) | 0.001 | 2360 (54.1) | 784 (58.8) | 1576 (52.1) | <0.001 | 0.103 |
| Primary Care Visit within 90-days of Discharge | 4541 (80.6) | 1572 (82.1) | 2969 (79.8) | 0.045 | 2275 (52.2) | 687 (51.5) | 1588 (52.5) | 0.551 | <0.001 |
| Neurology Visit within 90-days of Discharge | 2268 (40.2) | 741 (38.7) | 1527 (41.1) | 0.085 | 1200 (27.5) | 356 (26.7) | 844 (27.9) | 0.412 | <0.001 |
TIA refers to transient ischemic attack; SD to the standard deviation; ED to the Emergency Department; IQR to interquartile range; the CHA2DS2-VASc score is a measure of thromboembolic risk among patients with atrial fibrillation; the HASBLED score is a measure of risk of major bleeding; and the modified APACHE III score is a measure of physiological disease severity.
Guideline-recommended processes of care before vs. during COVID-19.
| Quality of Care Metric | Before Pandemic: March–September 2020 | During pandemic: March–September 2020 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total | TIA | Stroke | Total | TIA | Stroke | |||||||
| Eligible | Pass | Eligible | Pass | Eligible | Pass | Eligible | Pass | Eligible | Pass | Eligible | Pass | |
| Anticoagulation for Atrial Fibrillation | 709 (12.6) | 607 (85.6) | 255 (13.3) | 215 (84.3) | 454 (12.2) | 392 (86.3) | 493 (11.3) | 409 (83.0) | 168 (12.6) | 133 (79.2) | 325 (10.7) | 276 (84.9) |
| Antithrombotic Use | 4286 (76.0) | 4135 (96.5) | 1554 (81.1) | 1479 (95.2) | 2732 (73.4) | 2656 (97.2) | 3336 (76.5) | 3225 (96.7) | 1094 (82.0) | 1034 (94.5) | 2242 (74.1) | 2191 (97.7) |
| Brain Imaging | 4736 (84.0) | 4498 (95.0) | 1667 (87.0) | 1590 (95.4) | 3069 (82.5) | 2908 (94.8) | 3652 (83.8) | 3446 (94.4) | 1151 (86.3) | 1090 (94.7) | 2501 (82.7) | 2356 (94.2) |
| Carotid Artery Imaging | 4563 (81.0) | 3797 (83.2) | 1650 (86.1) | 1319 (79.9) | 2913 (78.3) | 2478 (85.1) | 3520 (80.7) | 2933 (83.3) | 1148 (86.1) | 901 (78.5) | 2372 (78.4) | 2032 (85.7) |
| High- or Moderate-Potency Statin Therapy | 3898 (69.2) | 2838 (72.8) | 1434 (74.8) | 1016 (70.9) | 2464 (66.2) | 1822 (73.9) | 2999 (68.8) | 2280 (76.0) | 985 (73.8) | 694 (70.5) | 2014 (66.6) | 1586 (78.8) |
| Hypertension Control | 3298 (58.5) | 2585 (78.4) | 1245 (65.0) | 997 (80.1) | 2053 (55.2) | 1588 (77.4) | 1188 (25.7) | 858 (72.2) | 400 (30.0) | 298 (74.5) | 788 (26.0) | 560 (71.1) |
| Neurological Consultation | 4610 (81.8) | 3872 (84.0) | 1660 (86.6) | 1297 (78.1) | 2950 (79.3) | 2575 (87.3) | 3565 (81.8) | 3001 (84.2) | 1155 (86.6) | 891 (77.1) | 2410 (79.6) | 2110 (87.6) |
| Without-Fail Rate | 4906 (87.0) | 2458 (50.1) | 1706 (89.0) | 743 (43.6) | 3200 (86.0) | 1715 (53.6) | 3823 (87.7) | 2149 (56.2) | 1187 (89.0) | 526 (44.3) | 2636 (87.1) | 1623 (61.6) |
| Without-Fail Rate excluding Blood Pressure Control | 2876 (58.6) | 877 (51.4) | 1999 (62.5) | 2346 (61.4) | 576 (48.5) | 1770 (67.2) | ||||||
TIA refers to transient ischemic attack.
Fig. 1Displays the quality of care for seven processes of care plus the without-fail rate for the period March to September (2016 through 2020).
Odds ratios for guideline-recommended processes of care in March–September 2020 (During pandemic) vs. 2019 (Before).
| Quality Measure | Overall | TIA | Stroke | |||
|---|---|---|---|---|---|---|
| OR | OR | OR | ||||
| Anticoagulation for Atrial Fibrillation | 0.88 (0.62–1.24) | 0.453 | 0.72 (0.41–1.27) | 0.253 | 0.96 (0.62–1.49) | 0.860 |
| Antithrombotic Use | 1.04 (0.78–1.37) | 0.802 | 0.95 (0.62–1.45) | 0.794 | 1.17 (0.80–1.71) | 0.423 |
| Brain Imaging | 0.92 (0.76–1.13) | 0.433 | 0.84 (0.57–1.22) | 0.348 | 0.92 (0.73–1.18) | 0.515 |
| Carotid Artery Imaging | 0.96 (0.84–1.09) | 0.479 | 0.89 (0.72–1.10) | 0.271 | 0.99 (0.84–1.17) | 0.937 |
| High/Moderate Potency Statin | 1.17 (1.03–1.34) | 0.020 | 1.04 (0.83–1.29) | 0.753 | 1.26 (1.06–1.48) | 0.008 |
| Hypertension Control | 0.73 (0.62–0.86) | <0.001 | 0.72 (0.54–0.96) | 0.027 | 0.73 (0.60–0.90) | 0.003 |
| Neurology Consultation | 1.01 (0.88–1.16) | 0.902 | 1.02 (0.82–1.28) | 0.853 | 1.01 (0.84–1.22) | 0.881 |
| Without-Fail Rate | 1.29 (1.17, 1.42) | <0.001 | 1.07 (0.90, 1.28) | 0.424 | 1.40 (1.24, 1.57) | <0.001 |
| Without-Fail Rate excluding Blood Pressure Control | 1.08 (0.97, 1.20) | 0.139 | 0.87 (0.73, 1.05) | 0.145 | 1.20 (1.05, 1.36) | 0.006 |
TIA refers to transient ischemic attack; OR refers to odds ratios which represents the odds of passing each individual process measure in 2020 compared to 2019.
Unadjusted death, hospital readmission and vascular event rates among patients with TIA/stroke.
| Outcome | Before Pandemic: September–March 2019 | During pandemic: September–March 2020 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Total | TIA | Stroke | Total | TIA | Stroke | ||||
| All-Cause Death within 30-days of Presentation | 161 (2.9) | 7 (0.4) | 154 (4.1) | <0.001 | 156 (3.6) | 10 (0.8) | 146 (4.8) | <0.001 | 0.041 |
| All-Cause Death within 90-days of Presentation | 305 (5.4) | 32 (1.7) | 273 (7.3) | <0.001 | 293 (6.7) | 26 (2.0) | 267 (8.8) | <0.001 | 0.006 |
| All-Cause Hospital Readmission within 90-days of Discharge | 1029 (18.3) | 296 (15.5) | 733 (19.7) | <0.001 | 801 (18.4) | 198 (14.8) | 603 (19.3) | <0.001 | 0.884 |
| Vascular Recurrent Event within 90-days of Discharge | 725 (12.9) | 171 (8.9) | 554 (14.9) | <0.001 | 565 (13.0) | 102 (7.7) | 463 (15.3) | <0.001 | 0.888 |
Risk adjusted models for all-cause 30-day and 90-day mortality.
| Baseline Characteristic | 30-Day Mortality Model | 90-Day Mortality Model | ||
|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | |||
| Female sex | 0.81 (0.32–2.05) | 0.658 | 0.71 (0.36–1.40) | 0.323 |
| Age(years) | 1.06 (1.05–1.07) | <0.001 | 1.05 (1.04–1.06) | <0.001 |
| Race | ||||
| Asian | 0.06 (0.00–22.21) | 0.343 | 1.47 (0.46–4.72) | 0.520 |
| Black | 0.99 (0.71–1.38) | 0.956 | 1.04 (0.82–1.31) | 0.753 |
| Other | 1.71 (0.58–5.03) | 0.326 | 1.13 (0.47–2.73) | 0.785 |
| Unknown | 2.16 (1.22–3.82) | 0.008 | 1.64 (1.04–2.59) | 0.033 |
| White (reference) | 1.00 | 1.00 | ||
| Admitted (versus discharged from Emergency Department) | 1.04 (0.70–1.55) | 0.841 | 1.02 (0.78–1.35) | 0.860 |
| Charlson Comorbidity Index | 1.08 (1.04–1.12) | <0.001 | 1.09 (1.06–1.12) | <0.001 |
| Hemiplegia | 1.21 (0.92–1.59) | 0.171 | 1.27 (1.05–1.55) | 0.017 |
| History of Atrial Fibrillation | 1.18 (0.88–1.57) | 0.262 | 1.23 (0.99–1.52) | 0.063 |
| Hospice/Palliative Care | 15.65 (11.77–20.81) | <0.001 | 9.91 (7.98–12.30) | <0.001 |
| Syncope | 0.81 (0.59–1.09) | 0.168 | 0.93 (0.75–1.16) | 0.536 |
| COVID-19 | 1.55 (0.53–4.54) | 0.420 | 3.06 (1.49–6.30) | 0.002 |
| Index Cerebrovascular Event | ||||
| Stroke | 5.84 (3.53–9.69) | <0.001 | 3.89 (2.88–5.25) | <0.001 |
| TIA (reference) | 1.00 | 1.00 | ||
| Mean systolic Blood Pressure in the 90-days post-discharge (mmHg) | ||||
| Missing | 5.70 (2.60–12.52) | <0.001 | 3.28 (1.67–6.45) | 0.001 |
| <110 | 3.75 (2.11–6.67) | <0.001 | 3.11 (2.01–4.82) | <0.001 |
| 110–139 | 1.50 (0.94–2.41) | 0.092 | 1.80 (1.28–2.54) | 0.001 |
| 140–159 | 1.22 (0.75–1.99) | 0.426 | 1.51 (1.06–2.14) | 0.022 |
| 160–179 | 1.07 (0.63–1.82) | 0.800 | 1.14 (0.78–1.68) | 0.502 |
| ≥ 180 (reference) | 1.00 | 1.00 | ||
| 2019 (versus 2020) | 0.86 (0.66–1.11) | 0.241 | 0.85 (0.70–1.03) | 0.094 |
COVID-19 refers to patients with a history of COVID-19 within 30-days prior to admission, during admission, or 30-days post-admission.