| Literature DB >> 26770050 |
Hang A Park1, Ki Ok Ahn2, Sang Do Shin3, Won Chul Cha4, Young Sun Ro2.
Abstract
The time between symptom onset and arrival at an emergency department (ED) (S2D) is a crucial time for optimal intravenous reperfusion care for ischemic stroke. We aimed to analyze the effect of emergency medical services (EMS) utilization and inter-hospital transfer on S2D in Korea. Ischemic stroke patients were prospectively enrolled from November 2007 to December 2012 in 23 tertiary and teaching hospital EDs in Korea. Of 31,443 adult ischemic stroke patients, 20,780 were categorized into 4 groups based on modes of EMS utilization and inter-hospital transfer: direct transport to destination ED by EMS (EMS direct; n=6,257, 30.1%), transfer after transport to another ED by EMS (EMS indirect; n=754, 3.6%), direct transport to the ED without using EMS (non-EMS direct; n=8,928, 43.0%), and transfer after visiting another hospital without using EMS (non-EMS indirect; n=4,841, 23.3%). Our primary outcome variable was of S2D within 2 hr (S2D ≤ 2 hr) and found that 30.8% of all patients and 52.3%, 16.4%, 25.9%, and 13.9% of EMS direct, EMS indirect, non-EMS direct, and non-EMS indirect, respectively, achieved S2D ≤ 2 hr. Adjusted odds ratio for S2D ≤ 2 hr were 6.56 (95% confidence interval [CI], 5.94-7.24), 2.27 (95% CI, 2.06-2.50), and 1.07 (95% CI, 0.87-1.33) for EMS direct, non-EMS direct, and EMS indirect, respectively. Patients directly transported to destination hospitals by the EMS show the highest proportion of therapeutic time window for optimal care in ischemic stroke.Entities:
Keywords: Acute; Emergency Medical Services; Patient Transfer; Stroke; Time Interval
Mesh:
Year: 2015 PMID: 26770050 PMCID: PMC4712573 DOI: 10.3346/jkms.2016.31.1.139
Source DB: PubMed Journal: J Korean Med Sci ISSN: 1011-8934 Impact factor: 2.153
Fig. 1Patient flow. EMS, Emergency medical services; Direct, arrived final hospital directly; Indirect, arrived final hospital via other hospital.
Demographics between patient who arrived final hospital within 2 hours or not after symptom onset
| Parameters | Total | Symptom to final hospital >2 hr | Symptom to final hospital ≤2 hr | |||
|---|---|---|---|---|---|---|
| No. | No. | % | No. | % | ||
| All | 20,780 | 12,461 | 8,319 | |||
| Age over 65 | < 0.01 | |||||
| No | 7,622 | 5,164 | 67.8 | 2,458 | 32.2 | |
| Yes | 13,158 | 9,226 | 70.1 | 3,932 | 29.9 | |
| Sex | 0.11 | |||||
| Male | 12,153 | 8,364 | 68.8 | 3,789 | 31.2 | |
| Female | 8,627 | 6,026 | 69.9 | 2,601 | 30.1 | |
| Level of education | < 0.01 | |||||
| < High school | 11,401 | 8,107 | 71.1 | 3,294 | 28.9 | |
| ≥ High school | 8,005 | 5,337 | 66.7 | 2,668 | 33.3 | |
| Unknown | 1,374 | 946 | 68.9 | 428 | 31.1 | |
| Insurance type | 0.62 | |||||
| NHI | 19,579 | 13,544 | 69.2 | 6,035 | 30.8 | |
| Medical aid | 1,001 | 707 | 70.6 | 294 | 29.4 | |
| Others, unknown | 200 | 139 | 69.5 | 61 | 30.5 | |
| Level of urbanization | < 0.01 | |||||
| Urban | 7,076 | 4,582 | 64.8 | 2,494 | 35.2 | |
| Suburban | 5,004 | 3,539 | 70.7 | 1,465 | 29.3 | |
| Rural | 2,393 | 1,873 | 78.3 | 520 | 21.7 | |
| Others, unknown | 6,307 | 4,396 | 69.7 | 1,911 | 30.3 | |
| Past medical history | ||||||
| No | 325 | 223 | 68.6 | 102 | 31.4 | 0.43 |
| Yes | 20,455 | 14,167 | 69.3 | 6,288 | 30.7 | |
| Diabetes | 5,377 | 3,927 | 73.0 | 1,450 | 27.0 | < 0.01 |
| Hypertension | 12,072 | 8,393 | 69.5 | 3,679 | 30.5 | 0.11 |
| Dyslipidemia | 1,527 | 1,060 | 69.4 | 467 | 30.6 | 0.24 |
| Cardiovascular disease | 3,904 | 2,422 | 62.0 | 1,482 | 38.0 | < 0.01 |
| Cerebrovascular disease | 862 | 588 | 68.2 | 274 | 31.8 | 0.03 |
| Symptom onset hour of day | < 0.01 | |||||
| Day (6 a.m.-6 p.m.) | 12,196 | 8,628 | 70.7 | 3,568 | 29.3 | |
| Night (7 p.m.-5 a.m.) | 8,584 | 5,762 | 67.1 | 2,822 | 32.9 | |
| Symptom onset day of week | 0.05 | |||||
| Weekdays | 14,825 | 10,324 | 69.6 | 4,501 | 30.4 | |
| Weekend | 5,955 | 4,066 | 68.3 | 1,889 | 31.7 | |
| Symptom at arrival | 0.05 | |||||
| Unconsciousness | 3,375 | 1,940 | 57.5 | 1,435 | 42.5 | < 0.01 |
| Motor weakness | 12,784 | 8,856 | 69.3 | 3,928 | 30.7 | 0.38 |
| Sensory change | 5,423 | 3,847 | 70.9 | 1,576 | 29.1 | < 0.01 |
| Gait disturbance | 2,630 | 1,884 | 71.6 | 746 | 28.4 | 0.01 |
| Dizziness | 2,763 | 1,970 | 71.3 | 793 | 28.7 | 0.02 |
| Death | < 0.01 | |||||
| No | 17,718 | 12,367 | 69.8 | 5,351 | 30.2 | |
| Yes | 776 | 443 | 57.1 | 333 | 42.9 | |
| Unknown | 2,286 | 1,580 | 69.1 | 706 | 30.9 | |
| Neurologic outcomes* | < 0.01 | |||||
| Favorable | 14,964 | 10,496 | 70.1 | 4,468 | 29.9 | |
| Poor | 4,887 | 3,265 | 66.8 | 1,622 | 33.2 | |
| Unknown | 929 | 629 | 67.7 | 300 | 32.3 | |
Favorable is equivalent to MRS 0 to 3 and poor is equivalent to MRS 4 to 6. *Neurologic outcomes at discharge were divided as favorable or poor according to Modified Rankin Score (MRS). NHI, national health insurance.
Fig. 2Cumulative percentage of patients according to time interval to final hospital arrival from symptom onset. EMS, Emergency medical services; Direct, arrived final hospital directly; Indirect, arrived final hospital via other hospital.
Demographics between patient using EMS and transferred from other hospitals
| Parameters | Total | EMS direct | EMS indirect | Non-EMS direct | Non-EMS indirect | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| No. | % | No. | % | No. | % | No. | % | No. | % | ||
| All | 20,780 | 100.0 | 6,257 | 30.1 | 754 | 3.6 | 8,928 | 43.0 | 4,841 | 23.3 | |
| Age over 65 | < 0.01 | ||||||||||
| No | 7,622 | 36.7 | 1,915 | 30.6 | 249 | 33.0 | 3,733 | 41.8 | 1,725 | 35.6 | |
| Yes | 13,158 | 63.3 | 4,342 | 69.4 | 505 | 67.0 | 5,195 | 58.2 | 3,116 | 64.4 | |
| Sex | < 0.01 | ||||||||||
| Male | 12,153 | 58.5 | 3,545 | 56.7 | 427 | 56.6 | 5,431 | 60.8 | 2,750 | 56.8 | |
| Female | 8,627 | 41.5 | 2,712 | 43.3 | 327 | 43.4 | 3,497 | 39.2 | 2,091 | 43.2 | |
| Level of education | < 0.01 | ||||||||||
| < High school | 11,401 | 54.9 | 3,480 | 55.6 | 497 | 65.9 | 4,491 | 50.3 | 2,933 | 60.6 | |
| ≥ High school | 8,005 | 38.5 | 2,378 | 38.0 | 222 | 29.4 | 3,907 | 43.8 | 1,498 | 30.9 | |
| Unknown | 1,374 | 6.6 | 399 | 6.4 | 35 | 4.6 | 530 | 5.9 | 410 | 8.5 | |
| Insurance type | < 0.01 | ||||||||||
| NHI | 19,579 | 94.2 | 5,839 | 93.3 | 692 | 91.8 | 8,525 | 95.5 | 4,523 | 93.4 | |
| Medical aid | 1,001 | 4.8 | 360 | 5.8 | 49 | 6.5 | 332 | 3.7 | 260 | 5.4 | |
| Others, unknown | 200 | 1.0 | 58 | 0.9 | 13 | 1.7 | 71 | 0.8 | 58 | 1.2 | |
| Level of urbanization | < 0.01 | ||||||||||
| Urban | 7,076 | 34.1 | 2,618 | 41.8 | 114 | 15.1 | 3,257 | 36.5 | 1,087 | 22.5 | |
| Suburban | 5,004 | 24.1 | 1,315 | 21.0 | 187 | 24.8 | 2,102 | 23.5 | 1,400 | 28.9 | |
| Rural | 2,393 | 11.5 | 372 | 5.9 | 160 | 21.2 | 801 | 9.0 | 1,060 | 21.9 | |
| Others, unknown | 6,307 | 30.4 | 1,952 | 31.2 | 293 | 38.9 | 2,768 | 31.0 | 1,294 | 26.7 | |
| Past medical history | < 0.01 | ||||||||||
| No | 325 | 1.6 | 119 | 1.9 | 17 | 2.3 | 144 | 1.6 | 45 | 0.9 | |
| Yes | 20,455 | 98.4 | 6,138 | 98.1 | 737 | 97.7 | 8,784 | 98.4 | 4,796 | 99.1 | |
| Diabetes | 5,377 | 25.9 | 1,606 | 25.7 | 159 | 21.1 | 2,431 | 27.2 | 1,181 | 24.4 | < 0.01 |
| Hypertension | 12,072 | 58.1 | 3,820 | 61.1 | 414 | 54.9 | 5,125 | 57.4 | 2,713 | 56.0 | < 0.01 |
| Dyslipidemia | 1,527 | 7.3 | 455 | 7.3 | 46 | 6.1 | 709 | 7.9 | 317 | 6.5 | 0.07 |
| Cardiovascular disease | 3,904 | 18.8 | 1,466 | 23.4 | 180 | 23.9 | 1,447 | 16.2 | 811 | 16.8 | < 0.01 |
| Cerebrovascular disease | 4,200 | 20.2 | 1,363 | 21.8 | 137 | 18.2 | 1,949 | 21.8 | 751 | 15.5 | < 0.01 |
| Symptom onset hour of day | 0.05 | ||||||||||
| Day (6 a.m.-6 p.m.) | 12,196 | 58.7 | 3,607 | 57.6 | 421 | 55.8 | 5,310 | 59.5 | 2,858 | 59.0 | |
| Night (7 p.m.-5 a.m.) | 8,584 | 41.3 | 2,650 | 42.4 | 333 | 44.2 | 3,618 | 40.5 | 1,983 | 41.0 | |
| Symptom onset day of week | < 0.01 | ||||||||||
| Weekdays | 14,825 | 71.3 | 4,450 | 71.1 | 518 | 68.7 | 6,271 | 70.2 | 3,586 | 74.1 | |
| Weekend | 5,955 | 28.7 | 1,807 | 28.9 | 236 | 31.3 | 2,657 | 29.8 | 1,255 | 25.9 | |
| Symptom at arrival | |||||||||||
| Unconsciousness | 3,375 | 16.2 | 1,531 | 24.5 | 273 | 36.2 | 645 | 7.2 | 926 | 19.1 | < 0.01 |
| Motor weakness | 12,784 | 61.5 | 3,915 | 62.6 | 510 | 67.6 | 5,322 | 59.6 | 3,037 | 62.7 | < 0.01 |
| Sensory change | 5,423 | 26.1 | 1,330 | 21.3 | 147 | 19.5 | 2,566 | 28.7 | 1,380 | 28.5 | < 0.01 |
| Gait disturbance | 2,630 | 12.7 | 752 | 12.0 | 111 | 14.7 | 1,034 | 11.6 | 733 | 15.1 | < 0.01 |
| Dizziness | 2,763 | 13.3 | 819 | 13.1 | 78 | 10.3 | 1,197 | 13.4 | 669 | 13.8 | < 0.01 |
| Symptom onset to arrival within 2 hr | < 0.01 | ||||||||||
| Sx. to FMC (hr), median (IQR)† | 3.1 | 0.9-9.4 | 1.3 | 0.3-5.9 | 0.3 | 0.1-2.5 | 5.3 | 2.0-12.2 | 1.5 | 0.5-5.4 | < 0.01 |
| No | 14,390 | 69.2 | 2,982 | 47.7 | 630 | 83.6 | 6,612 | 74.1 | 4,166 | 86.1 | |
| Yes | 6,390 | 30.8 | 3,275 | 52.3 | 124 | 16.4 | 2,316 | 25.9 | 675 | 13.9 | |
| Sx. onset to arrival within 1 hr | < 0.01 | ||||||||||
| No | 17,348 | 83.5 | 4,195 | 67.0 | 736 | 97.6 | 7,733 | 86.6 | 4,684 | 96.8 | |
| Yes | 3,432 | 16.5 | 2,062 | 33.0 | 18 | 2.4 | 1,195 | 13.4 | 157 | 3.2 | |
| Death | < 0.01 | ||||||||||
| No | 17,718 | 85.3 | 5,113 | 81.7 | 597 | 79.2 | 7,846 | 87.9 | 4,162 | 86.0 | |
| Yes | 776 | 3.7 | 394 | 6.3 | 53 | 7.0 | 162 | 1.8 | 167 | 3.4 | |
| Unknown | 2,286 | 11.0 | 750 | 12.0 | 104 | 13.8 | 920 | 10.3 | 512 | 10.6 | |
| Neurologic outcomes* | < 0.01 | ||||||||||
| Favorable | 14,964 | 72.0 | 3,935 | 62.9 | 414 | 54.9 | 7,320 | 82.0 | 3,295 | 68.1 | |
| Poor | 4,887 | 23.5 | 1,979 | 31.6 | 299 | 39.7 | 1,269 | 14.2 | 1,340 | 27.7 | |
| Unknown | 929 | 4.5 | 343 | 5.5 | 41 | 5.4 | 339 | 3.8 | 206 | 4.3 | |
*Neurologic outcomes at discharge were divided as favorable or poor according to Modified Rankin Score (MRS). Favorable is equivalent to MRS 0 to 3 and poor is equivalent to MRS 4 to 6. †Only 17,030 patients were used for analysis. The P value was obtained from Kruskal-Wallis test. EMS, emergency medical services; Direct, arrived final hospital directly; Indirect, arrived final hospital via other hospital; NHI, national health insurance; Sx., symptom, FMC, first medical contact.
Multivariate logistic regression models for association between 4 groups and symptom to final hospital within 2 hr
| Variables | OR | 95% CI |
|---|---|---|
| EMS direct | 6.56 | 5.94-7.24 |
| EMS indirect | 1.07 | 0.87- 1.33 |
| Non-EMS direct | 2.27 | 2.06-2.50 |
| Non-EMS indirect | Reference | |
| Age over 65 yr (under 65) | 0.79 | 0.74-0.85 |
| Female (male) | 0.97 | 0.90-1.04 |
| Level of education | ||
| <High school | Reference | |
| ≥ High school | 1.14 | 1.06-1.23 |
| Unknown | 1.13 | 0.99-1.28 |
| Level of urbanization | ||
| Urban | Reference | |
| Suburban | 0.93 | 0.86-1.01 |
| Rural | 0.82 | 0.72-0.92 |
| Others, unknown | 0.88 | 0.81-0.95 |
| Past medical history | ||
| Diabetes | 0.75 | 0.70-0.81 |
| Cardiovascular disease | 1.39 | 1.29-1.51 |
| Cerebrovascular disease | 0.97 | 0.90-1.05 |
| Night (Daytime) | 1.19 | 1.11-1.26 |
| Weekend (weekdays) | 1.05 | 0.98-1.13 |
| Symptom at arrival | ||
| Loss of consciousness | 1.84 | 1.69-2.02 |
| Motor weakness | 1.11 | 1.03-1.18 |
| Sensory change | 1.06 | 0.98-1.14 |
| Gait disturbance | 0.91 | 0.83-1.01 |
| Dizziness | 0.97 | 0.88-1.07 |
Adjusted for age over 65 yr, sex, education level, level of urbanization, past medical history (diabetes, cardiovascular disease, cerebrovascular disease), symptom onset hour of day, symptom onset day of week, and presentation symptoms at arrival. OR, Odds ratio; 95% CI, 95% confidence interval; EMS, Emergency medical services; Direct, arrived final hospital directly; Indirect, arrived final hospital via other hospital. Reference values are shown in parentheses.
Multivariable logistic regression models for association between 4 groups and symptom to final hospital within 1 hr
| Variables | OR | 95% CI | |
|---|---|---|---|
| EMS direct | 13.41 | 11.31 | 15.90 |
| EMS indirect | 0.65 | 0.40 | 1.07 |
| Non-EMS direct | 4.56 | 3.84 | 5.43 |
| Non-EMS indirect | Reference | ||
| Age over 65 (under 65) | 0.71 | 0.65 | 0.77 |
| Female (male) | 0.95 | 0.88 | 1.04 |
| Level of education | |||
| <High school | Reference | ||
| ≥ High school | 1.18 | 1.08 | 1.29 |
| Unknown | 1.08 | 0.92 | 1.28 |
| Level of urbanization | |||
| Urban | Reference | ||
| Suburban | 0.86 | 0.78 | 0.96 |
| Rural | 0.49 | 0.41 | 0.58 |
| Others, unknown | 0.82 | 0.75 | 0.90 |
| Past medical history | |||
| Diabetes | 0.77 | 0.70 | 0.84 |
| Cardiovascular disease | 1.29 | 1.18 | 1.43 |
| Cerebrovascular disease | 0.88 | 0.80 | 0.98 |
| Night (Daytime) | 1.10 | 1.01 | 1.19 |
| Weekend (weekdays) | 1.03 | 0.94 | 1.12 |
| Symptom at arrival | |||
| Loss of consciousness | 1.86 | 1.68 | 2.07 |
| Motor weakness | 1.07 | 0.98 | 1.16 |
| Sensory change | 1.07 | 0.97 | 1.18 |
| Gait disturbance | 0.84 | 0.74 | 0.96 |
| Dizziness | 0.98 | 0.87 | 1.11 |
Adjusted for age over 65, sex, education level, level of urbanization, past medical history (diabetes, cardiovascular disease, cerebrovascular disease), symptom onset hour of day, symptom onset day of week, and presentation symptoms at arrival. OR, Odds ratio; 95% CI, 95% confidence interval, EMS, Emergency medical services; Direct, arrived final hospital directly; Indirect, arrived final hospital via other hospital. Reference values are presented in parentheses.