Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2016 Sep 1.
Published in final edited form as: Am Heart J. 2015 Jun 14;170(3):516–523. doi: 10.1016/j.ahj.2015.05.020

Association Between Treatment at an ST Segment Elevation Myocardial Infarction (STEMI) Center and Neurologic Recovery Following Out-of-Hospital Cardiac Arrest

Bryn E Mumma a, Deborah B Diercks a, Machelle D Wilson b, James F Holmes a
PMCID: PMC4576717  NIHMSID: NIHMS700369  PMID: 26385035

Abstract

Background

For patients resuscitated from out-of-hospital cardiac arrest (OHCA), the American Heart Association recommends regionalized care at cardiac resuscitation centers that are aligned with ST-elevation myocardial infarction (STEMI) centers. The effectiveness of treatment at STEMI centers remains unknown.

Objective

To evaluate whether good neurologic recovery following OHCA is associated with treatment at a STEMI center, and if volume of admitted OHCA patients is associated with good neurologic recovery.

Methods

We included patients in the 2011 California Office of Statewide Health Planning and Development database with a “present on admission” diagnosis of cardiac arrest. Primary outcome was good neurologic recovery at hospital discharge. Hierarchical multiple logistic regression models were used to determine the association between treating hospital and good neurologic recovery after adjusting for patient factors (age, sex, race, ethnicity, insurance type, and ventricular arrest rhythm) and hospital factors (hospital size, ICU bed days, trauma center designation, and teaching status).

Results

We included 7,725 patients; two-thirds (5,202) were treated at a STEMI center and 1,869 (24%, 95%CI 23–25%) had good neurologic recovery. After adjustment, treatment at a STEMI center with ≥40 and <40 OHCA cases/year were associated with good neurologic recovery [OR 1.32 (95%CI 1.06–1.64) and 1.63 (95%CI 1.35–1.97), respectively]. Higher volume of admitted OHCA patients was associated with decreased odds of good neurologic recovery (adjusted OR per 10 patients 0.96, 95%CI 0.92–1.00) but this association was not statistically significant after excluding the highest-volume outlier.

Conclusions

Treatment at a STEMI center – regardless of its annual OHCA volume – following resuscitation from OHCA is associated with good neurologic recovery. Regionalized systems of care should prioritize STEMI centers as destinations for resuscitated OHCA patients.

Keywords: Heart arrest, Resuscitation, Survival

Introduction

Out-of-hospital cardiac arrest (OHCA) is common, occurring at an annual rate of 52.1 cases of OHCA treated by emergency medical services per 100,000 individuals.1 Overall mortality is high, and outcomes vary significantly by region and hospital.13 Multidisciplinary care including early cardiac catheterization and therapeutic hypothermia, improves neurologic outcomes among post-cardiac arrest patients.47 As these evidence-based interventions have limited penetration,711 the American Heart Association (AHA) recommends regionalized care for patients resuscitated from OHCA at level 1 cardiac resuscitation centers that are aligned with ST segment elevation myocardial infarction (STEMI) centers. In addition to providing 24/7 percutaneous coronary intervention, level 1 cardiac resuscitation centers also have the capability for therapeutic hypothermia and treat ≥40 patients annually with return of spontaneous circulation following OHCA.12

While regional systems of care for post-cardiac arrest patients have been developed ad hoc and implemented in limited areas in the United States,1214 the majority of patients resuscitated from OHCA are not treated at cardiac resuscitation centers.15 Furthermore, despite the AHA recommendations, the effectiveness of treatment at cardiac resuscitation centers has not been demonstrated at the population level and requires evaluation prior to widespread implementation of regionalized care. We tested the hypothesis that treatment at a STEMI center would be associated with good neurologic recovery at hospital discharge among patients resuscitated from OHCA. We also evaluated the association between treatment at a STEMI center and good neurologic recovery and the association between hospital volume of resuscitated OHCA patients and good neurologic recovery.

Methods

We included all patients in the 2011 California Office of Statewide Health Planning and Development (OSHPD) Patient Discharge Database with a “present on admission” diagnosis of cardiac arrest (ICD-9-CM 427.5) or sudden death (ICD-9-CM 798). Per California Health and Safety Code Section 128736, all acute care hospitals in California (excluding Veterans Affairs and military facilities) must submit data for every inpatient encounter to OSHPD. These data do not represent a sample, but rather surveillance data intended to have 100% coverage. As such, the data contained in the OSHPD database are very robust and widely used for research. We excluded duplicate entries resulting from patient transfers and patients for whom hospital data or neurologic outcome data were missing. This study was deemed exempt from review by our Institutional Review Board and was approved by the California Committee for the Protection of Human Subjects.

Data obtained from the OSHPD Patient Discharge Database included patient age, gender, ethnicity, zip code of residence, source of admission, disposition, source of payment, length of stay, diagnoses, “present on admission” codes, procedures, and treating hospital. Diagnoses include up to 25 conditions that “coexist at the time of admission, that develop subsequently during the hospital stay, or that affect the treatment received and/or the length of stay.” Procedures include up to 21 procedures related to the patient’s stay. Diagnoses and procedures were coded according to the ICD-9-CM.16 Data regarding hospital size, number of intensive care unit (ICU) bed days, teaching status, and trauma center designation were obtained from OHSPD. Data regarding teaching status were obtained from the American Hospital Association.17 We obtained a list of all hospitals with 24/7 percutaneous coronary intervention capability from the American Heart Association. Hospital-level data were merged with OSHPD patient-level data using a unique hospital identifier. Possible duplicate entries were identified by matching patient age, sex, and zip code of residence; these entries were hand-reviewed to identify transferred patients. For patients transferred from one hospital to another, the initial hospital providing care was considered the treating hospital. If the patient’s length of stay was one day or less, however, the hospital accepting the patient transfer was considered the treating hospital.

Definitions

Ventricular arrest rhythm was defined as a “presenton admission” diagnosis of paroxysmal ventricular tachycardia (ICD-9-CM 427.1) or ventricular fibrillation/flutter (ICD-9-CM 427.4, 427.41, 427.42).

STEMI centers were defined as hospitals with 24/7 percutaneous coronary intervention capability. Because the AHA recommends that cardiac resuscitation centers treat an annual volume of at least 40 patients resuscitated from OHCA annually,12 we divided STEMI centers into those that admitted <40 versus ≥40 cases in 2011. Our prior research indicates that nearly all of these hospitals had therapeutic hypothermia capability by 2011.15

Payer categories reported in the OSHPD data were consolidated into private, Medicare, public, and other insurance types. The public insurance category included Medi-Cal, indigent programs, and self-pay.

Outcomes

Our primary outcome was good neurologic recovery at hospital discharge, defined as discharge to home, residential care facility, prison, jail, or another hospital for non-acute/non-skilled care. Patients who left against medical advice were also considered to have good neurologic recovery. Patients with all other dispositions, including death, were considered not to have good neurologic recovery.18,19

Analysis

Summary statistics were calculated for each variable. Univariable analyses were performed to evaluate the relationship between treatment at a STEMI center and good neurologic recovery. To account for correlation among patients treated at the same hospital, hierarchical models were used, with hospital modeled as a random effect.20,21 A multiple logistic model was used to adjust for age, sex, race, ethnicity, insurance type, ventricular arrest rhythm, hospital size, ICU bed days, trauma center designation, and teaching status.3,22,23 Because Los Angeles County emergency medical services protocols mandated the transfer of OHCA patients with prehospital return of spontaneous circulation to hospitals with a therapeutic hypothermia protocol in 2011,14 an influence analysis excluding patients who resided in Los Angeles County was performed.

Because therapeutic hypothermia and cardiac catheterization have been most studied in patients with ventricular arrest rhythms,6,9,18,24,25 we evaluated the effect of STEMI centers on patients with ventricular versus non-ventricular arrest rhythms. Subgroup analyses for patients with ventricular and non-ventricular arrest rhythms were performed, and the primary model was fitted with an interaction term for STEMI center status and ventricular arrest rhythm.

To evaluate the relationship between volume of admitted OHCA patients and good neurologic recovery, a hierarchical multiple logistic regression model was used to adjust for age, sex, race, ethnicity, payer category, ventricular arrest rhythm, hospital size, ICU bed days, trauma center designation, and teaching status. Our data included one high-volume outlier hospital, and an influence analysis excluding this hospital was also performed.

Hospital-specific adjusted odds ratio (compared to the average odds) of good neurologic recovery were calculated as the exponential function of the random intercepts derived from a hierarchical logistic regression model which included patient characteristics (age, sex, race, ethnicity, insurance type, and ventricular arrest rhythm).

To determine whether significant inter-hospital variation remained after adjusting for patient factors, random variance was estimated and likelihood ratio chi square test was used to test for significant component of variance due to hospital is zero.

Hypothesis tests were two-sided and assessed at a significance level of 0.05. All analyses were performed using Stata version 12.1 (StataCorp, College Station, TX), Excel 2010 (Microsoft, Redmond, WA) or SAS/STAT version 9.3 (SAS Institute, Cary, NC).

Sources of Support

The project described was supported by the National Center for Advancing Translational Sciences, National Institutes of Health, through grant #UL1 TR000002. The first author was supported by the National Heart, Lung, and Blood (NHLBI) Research Career Development Programs in Emergency Medicine through grant #5K12HL108964-03 and the ZOLL-National Association of EMS Physicians EMS Resuscitation Research Fellowship. The authors are solely responsible for the design and conduct of this study, all study analyses, the drafting and editing of the paper and its final contents.

Results

We identified 8,153 patients admitted to an acute care hospital in California with a “present on admission” diagnosis of cardiac arrest or sudden death. We excluded 205 duplicate entries resulting from patient transfers, 168 patients with incomplete or missing hospital data, and 55 patients with missing neurologic outcome data, yielding a study population of 7,725 patients. Overall, median age was 67 years (interquartile range 55–79 years), and 4,455 (58%) were male. Ventricular rhythms were reported in 2,131 (28%). (Table I)

Table I.

Patient characteristics.

Treated at STEMI Center with ≥40 cases/year
N=3,340
Treated at STEMI Center with <40 OHCA cases/year
N=1,862
Treated at non- STEMI Center
N=2,523
Age* 65 (53–77) 69 (56–80) 68 (55–79)
Male sex 1,956 59% 1,120 60% 1,379 55%
Race
 White 2,131 64% 1,344 72% 1,570 62%
 Black/African-American 447 13% 87 5% 345 14%
 Asian/Pacific Islander 278 8% 224 12% 275 11%
 Other 412 12% 177 10% 298 12%
 Unknown 72 2% 30 2% 35 1%
Hispanic ethnicity 776 23% 314 17% 510 20%
Payer category
 Medicare 1,740 52% 1,073 58% 1,432 57%
 Private 705 21% 406 22% 492 20%
 Medi-Cal/Indigent/Self-pay 876 26% 357 19% 578 23%
 Other 19 1% 26 1% 21 1%
Ventricular arrest rhythm 1,040 31% 586 31% 505 20%
*

Data presented as median (interquartile range).

STEMI = ST segment elevation myocardial infarction

Characteristics of treating hospitals are summarized in Table II. Of the 333 acute care hospitals in California, 54 (16%) were STEMI centers that treated ≥40 cases of OHCA in 2011 and 71 (21%) were STEMI centers that treated <40 cases of OHCA in 2011.

Table II.

Hospital characteristics.

STEMI Centers with ≥40 OHCA cases/year
N=54
STEMI Centers with <40 OHCA cases/year
N=71
Non-STEMI Centers
N=208
Total beds
 ≤50 0 0% 1 1% 40 19%
 51–100 0 0% 0 0% 35 17%
 101–200 2 4% 21 30% 73 35%
 201–350 17 31% 31 44% 40 19%
 >350 35 65% 18 25% 20 10%
Trauma center designation
 Level 1 10 19% 3 4% 0 0%
 Level 2 16 30% 9 13% 9 4%
 Level 3 1 2% 4 6% 6 3%
 Level 4 0 0% 0 0% 10 5%
 None 27 50% 55 77% 183 88%
Teaching hospital 12 22% 6 8% 8 4%
Number of admitted OHCA patients* 56 (46–71) 29 (19–35) 13 (5–24)
*

Data presented as median (interquartile range). Excludes hospitals with no admitted OHCA patients in 2011.

STEMI = ST segment elevation myocardial infarction; OHCA = Out-of-hospital cardiac arrest

Overall, 1,869 (24%, 95% CI 23–25%) patients experienced good neurologic recovery following OHCA. In univariable analyses, treatment at STEMI centers with both ≥40 and <40 OHCA cases/year was associated with good neurologic recovery [OR 1.35 (95% CI 1.13–1.62) and OR 1.71 (95% CI 1.42–2.07), respectively]. These differences persisted after adjustment for age, race, gender, ethnicity, insurance type, ventricular arrest rhythm, hospital size, trauma center designation, and teaching status (Table III). Increasing age was independently associated with decreased odds of good neurologic recovery (Table III). Female sex and treatment at a level 1 or 2 trauma center were associated with a trend toward decreased odds of good neurologic recovery. The influence analysis excluding patients who resided in Los Angeles County yielded similar results for STEMI centers with both ≥40 and <40 OHCA cases/year (Table III).

Table III.

Multivariable hierarchical logistic regression for good neurologic recovery.

Variable All patients Excluding Los Angeles Residents

Odds Ratio 95% CI p-value Odds Ratio 95% CI p-value
Hospital type* <0.0001 <0.0001
 STEMI center with ≥40 OHCA cases/year 1.32 1.06–1.64 1.52 1.20–1.94
 STEMI center with <40 OHCA cases/year 1.63 1.35–1.97 1.79 1.45–2.19
Age (per 10 years) 0.87 0.83–0.90 <0.0001 0.87 0.83–0.91 <0.0001
Male sex 1.12 1.00–1.25 0.05 1.12 0.99–1.28 0.08
White race 1.09 0.96–1.23 0.18 1.05 0.91–1.21 0.53
Hispanic ethnicity 1.03 0.90–1.18 0.68 1.01 0.85–1.20 0.94
Insurance 0.31 0.29
 Medi-Cal/indigent/self-pay insurance 0.94 0.80–1.10 0.91 0.75–1.09
 Medicare insurance 0.95 0.82–1.11 0.92 1.10
 Other insurance 1.54 0.89–2.66 1.56 0.82–2.97
Ventricular arrest rhythm 1.97 1.75–2.21 <0.0001 2.01 1.76–2.30 <0.0001
Hospital size (per 50 beds) 0.99 0.96–1.03 0.75 0.98 0.94–1.01 0.21
ICU bed days (per 100 bed days) 1.00 1.00–1.00 0.97 1.00 1.00–1.00 0.58
Teaching hospital 1.03 0.78–1.38 0.82 1.00 0.74–1.37 0.98
Level 1–2 trauma center 0.83 0.68–1.02 0.08 0.88 0.70–1.10 0.25

STEMI = ST segment elevation myocardial infarction; OHCA = Out-of-hospital cardiac arrest; ICU = Intensive care unit

*

The reference category for hospital type is non-STEMI centers.

The reference category for insurance type is private insurance.

While treatment at a STEMI center was associated with good neurologic recovery for patients with ventricular and non-ventricular arrest rhythms (Table IV), the effect was stronger among patients with a ventricular arrest rhythm (p=0.001).

Table IV.

Multivariable hierarchical logistic regression for good neurologic recovery by arrest rhythm.

Variable Ventricular arrest rhythms Non-ventricular arrest rhythms

Odds Ratio 95% CI p-value Odds Ratio 95% CI p-value
Hospital type* <0.0001 0.002
 STEMI center with ≥40 OHCA cases/year 2.14 1.55–2.97 1.04 0.80–1.35
 STEMI center with <40 OHCA cases/year 2.19 1.62–2.97 1.45 1.16–1.82
Age (per 10 years) 0.81 0.75–0.87 <0.0001 0.89 0.85–0.93 <0.0001
Male sex 1.24 1.02–1.52 0.03 1.08 0.94–1.23 0.28
White race 1.09 0.89–1.35 0.40 1.10 0.95–1.27 0.22
Hispanic ethnicity 0.89 0.69–1.14 0.36 1.08 0.91–1.27 0.40
Insurance 0.34 0.18
 Medi-Cal/indigent/self-pay insurance 1.20 0.92–1.56 0.83 0.67–1.02
 Medicare insurance 0.99 0.77–1.27 0.94 0.77–1.15
 Other insurance 1.70 0.67–4.33 1.37 0.69–2.71
Ventricular arrest rhythm -- -- -- -- -- --
Hospital size (per 50 beds) 0.97 0.92–1.03 0.33 1.01 0.96–1.05 0.79
ICU bed days (per 100 beds) 1.00 1.00–1.00 0.96 1.00 1.00–1.00 0.87
Teaching hospital 1.07 0.71–1.62 0.74 1.02 0.72–1.44 0.90
Level 1–2 trauma center 0.77 0.58–1.03 0.07 0.88 0.68–1.13 0.31

STEMI = ST segment elevation myocardial infarction; OHCA = Out-of-hospital cardiac arrest; ICU = Intensive care unit

*

The reference category for hospital type is non-STEMI centers.

The reference category for insurance category is private insurance.

Increasing hospital volume of patients resuscitated from OHCA was associated with decreased odds of good neurologic recovery (adjusted OR 0.96 per 10-patient increase, 95% CI 0.92–0.996), but this relationship was not significant when the highest-volume outlier hospital was excluded (adjusted OR 0.96, 95% CI 0.91–1.00). The adjusted odds of survival with good neurologic recovery by hospital volume are shown in Figure 1.

Figure 1.

Figure 1

Adjusted odds ratio of survival versus volume of admitted out-of-hospital cardiac arrest cases for each hospital. Odds ratios are adjusted for age, sex, race, ethnicity, ventricular arrest rhythm, and insurance type and represent the odds for each hospital compared to the average for all hospitals.

The use of therapeutic hypothermia, cardiac catheterization, and percutaneous coronary intervention differed between STEMI centers with ≥40 OHCA cases/year, STEMI centers with <40 OHCA cases/year, and non-STEMI centers (Table V).

Table V.

Proportion of patients receiving selected interventions by hospital type.

STEMI centers with ≥40 OHCA cases/year (N=3,360) STEMI centers with <40 OHCA cases/year (N=1,882) Non-STEMI centers (N=2,538)
Therapeutic Hypothermia 6.3% (5.5–7.2%) 7.8% (6.6–9.1%) 1.7% (1.2–2.2%)
Cardiac Catheterization 22.0% (20.6–23.5%) 27.1% (25.1–29.2%) 4.8% (4.0–5.7%)
Percutaneous Coronary Intervention 9.4% (8.5–10.5%) 11.5% (10.1–13.1%) 1.3% (0.9–1.9%)

Data are presented as percent with 95% Confidence Interval

Among STEMI centers, the unadjusted proportion of patients with good neurologic recovery ranged from 0% to 68% (interquartile range 20–33%). This variation persisted after adjusting for age, race, gender, ethnicity, insurance type, ventricular arrest rhythm, hospital size, ICU bed days, trauma center designation, and teaching status (p<0.0001), indicating that a significant component of variance was due to the hospital.

Discussion

We found that treatment at a STEMI center following resuscitation from OHCA is associated with increased odds of good neurologic recovery. Our results are consistent with two smaller studies showing higher survival among resuscitated OHCA patients treated at hospitals with cardiac catheterization19,26 and with two larger studies showing higher survival among OHCA patients transported to at tertiary or critical care hospitals.27,28 These data suggest that patients resuscitated from OHCA would benefit from regionalized care at a STEMI center. Regionalized care improves processes of care in STEMI,29 trauma,30,31 stroke,32 and critical illness,3335 and regionalized systems of care are well-developed for patients with STEMI.29,3639 Extending these existing systems to include resuscitated OHCA patients may facilitate improved neurologic outcomes among patients resuscitated from OHCA.

A relationship between case volume and outcome exists for other conditions requiring time-sensitive and critical interventions,34,40,41 and the American Heart Association recommends that level 1 cardiac resuscitation centers treat at least 40 patients resuscitated from OHCA annually.12 However, several prior studies evaluating the association between emergency department and hospital volumes of OHCA cases and survival yielded conflicting results,2,19,26,42,43 and we found no independent relationship between volume of admitted OHCA patients and good neurologic outcome. Unlike prior studies which included relatively few facilities with over 40 OHCA patients per year,2,19,26 our data included 64 hospitals that admitted ≥40 patients resuscitated from OHCA with the highest-volume hospital admitting 149 patients in one year, allowing us to better evaluate the volume-outcome relationship at high-volume centers.

Treatment at a level 1–2 trauma center was associated with a trend toward lower odds of good neurologic recovery. This phenomenon may be due to OHCA patients competing with trauma patients for limited critical care resources, the urban environments where these centers are located, or other factors. While this finding contrasts data from an Australian system in which the highest OHCA survival rates were seen at urban centers with cardiac and trauma designations,19 it aligns with a prior report that patients with potential acute coronary syndromes who presented to the emergency department concurrently with a trauma activation experienced worse outcomes than those who did not.44 These findings should be considered as regional systems of care that aggregate multiple specialty services within one hospital are developed.45

Our data do not allow us to identify the processes contributing to better neurologic recovery at STEMI centers. Similar to prior studies,10,46 few patients in our population received cardiac catheterization or therapeutic hypothermia. Possible reasons for this low utilization include limited awareness of or agreement with the data supporting these interventions, perception of poor patient prognosis, lack of organized protocols, and concerns regarding cardiac catheterization outcome reporting.4749 Recent data suggest that the therapeutic hypothermia target of 32–34°C recommended during the study period may be less beneficial than previously thought.5052 Therapeutic hypothermia, cardiac catheterization, and percutaneous coronary intervention were all performed more frequently at STEMI centers than at non-STEMI centers. These procedures may contribute to the higher rates of good neurologic recovery seen at STEMI centers. Further investigation is required to characterize other processes of care at STEMI centers that contribute to these improved outcomes and that contribute to the variability in outcomes among STEMI centers.

Our study has several limitations. We were unable to control for prehospital arrest characteristics such as witnessed arrest, bystander interventions, and cardiopulmonary resuscitation quality, which are associated with good outcomes.3,22,5356 We identified patients using a “present on admission” code for cardiac arrest and thus were unable to determine whether the cardiac arrest occurred in the prehospital or emergency department environment, although the overwhelming majority of cardiac arrests were likely prehospital. Furthermore, the number of unique patients we identified in the OHSPD database with a “present on admission” diagnosis of cardiac arrest or sudden cardiac death is consistent with the predicted number of OHCA cases with survival to hospital admission based on prior data.1,3 We used discharge disposition as a surrogate for good versus poor neurologic recovery. No neurological functional outcome measure has been well validated in post-cardiac arrest patients.57 Our classification aligns with the definitions of good neurologic recovery used in previous studies of post-cardiac arrest patients,18,19 and it correlates with the Cerebral Performance Category score.4,58 Because data were not available on all criteria in the AHA recommendations for cardiac resuscitation centers, we evaluated outcomes at STEMI that admitted ≥40 patients resuscitated from OHCA in 2011. Our prior data suggest that all of these hospitals had therapeutic hypothermia protocols in place by 2011, suggesting that they may meet AHA criteria for level 1 cardiac resuscitation centers.15

Conclusion

Treatment at a STEMI center – regardless of its annual OHCA volume - following resuscitation from OHCA is associated with good neurologic recovery. Regionalized systems of care should prioritize STEMI centers as destinations for resuscitated OHCA patients. However, the significant variation in outcomes between STEMI centers that persists after adjusting for known factors warrants further research to identify hospital-level factors associated with good neurologic recovery.

Acknowledgments

The project described was supported by the National Center for Advancing Translational Sciences, National Institutes of Health, through grant #UL1 TR000002. The first author is supported by the National Heart, Lung, and Blood (NHLBI) Research Career Development Programs in Emergency Medicine through grant #5K12HL108964-03 and the ZOLL-National Association of EMS Physicians EMS Resuscitation Research Fellowship.

Footnotes

Disclosures: The authors have no conflicts of interest to disclose. All authors have reviewed and approved the final manuscript.

Author Contributions:

Study conception and design – BEM, JFH, DBD

Acquisition of data – BEM

Analysis and interpretation of data – BEM, MDW, JFH, DBD

Drafting of manuscript – BEM

Critical revision of manuscript – MDW, JFH, DBD

Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

References

  • 1.Nichol G, Thomas E, Callaway CW, et al. Regional variation in out-of-hospital cardiac arrest incidence and outcome. JAMA. 2008;300:1423–31. doi: 10.1001/jama.300.12.1423. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Carr BG, Kahn JM, Merchant RM, Kramer AA, Neumar RW. Inter-hospital variability in post-cardiac arrest mortality. Resuscitation. 2009;80:30–4. doi: 10.1016/j.resuscitation.2008.09.001. [DOI] [PubMed] [Google Scholar]
  • 3.Liu JM, Yang Q, Pirrallo RG, Klein JP, Aufderheide TP. Hospital variability of out-of-hospital cardiac arrest survival. Prehospital Emergency Care. 2008;12:339–46. doi: 10.1080/10903120802101330. [DOI] [PubMed] [Google Scholar]
  • 4.Rittenberger JC, Guyette FX, Tisherman SA, DeVita MA, Alvarez RJ, Callaway CW. Outcomes of a hospital-wide plan to improve care of comatose survivors of cardiac arrest. Resuscitation. 2008;79:198–204. doi: 10.1016/j.resuscitation.2008.08.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Sunde K, Pytte M, Jacobsen D, et al. Implementation of a standardised treatment protocol for post resuscitation care after out-of-hospital cardiac arrest. Resuscitation. 2007;73:29–39. doi: 10.1016/j.resuscitation.2006.08.016. [DOI] [PubMed] [Google Scholar]
  • 6.Knafelj R, Radsel P, Ploj T, Noc M. Primary percutaneous coronary intervention and mild induced hypothermia in comatose survivors of ventricular fibrillation with ST-elevation acute myocardial infarction. Resuscitation. 2007;74:227–34. doi: 10.1016/j.resuscitation.2007.01.016. [DOI] [PubMed] [Google Scholar]
  • 7.Kern KB, Rahman O. Emergent percutaneous coronary intervention for resuscitated victims of out-of-hospital cardiac arrest. Catheter Cardiovasc Interv. 2010;75:616–24. doi: 10.1002/ccd.22192. [DOI] [PubMed] [Google Scholar]
  • 8.Reynolds JC, Callaway CW, El Khoudary SR, Moore CG, Alvarez RJ, Rittenberger JC. Coronary angiography predicts improved outcome following cardiac arrest: propensity-adjusted analysis. J Intensive Care Med. 2009;24:179–86. doi: 10.1177/0885066609332725. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Keelan PC, Bunch TJ, White RD, Packer DL, Holmes DR., Jr Early direct coronary angioplasty in survivors of out-of-hospital cardiac arrest. Am J Cardiol. 2003;91:1461–3. A6. doi: 10.1016/s0002-9149(03)00398-9. [DOI] [PubMed] [Google Scholar]
  • 10.Merchant RM, Soar J, Skrifvars MB, et al. Therapeutic hypothermia utilization among physicians after resuscitation from cardiac arrest. Crit Care Med. 2006;34:1935–40. doi: 10.1097/01.CCM.0000220494.90290.92. [DOI] [PubMed] [Google Scholar]
  • 11.Callaway CW, Schmicker RH, Brown SP, et al. Early coronary angiography and induced hypothermia are associated with survival and functional recovery after out-of-hospital cardiac arrest. Resuscitation. 2014;85:657–63. doi: 10.1016/j.resuscitation.2013.12.028. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Nichol G, Aufderheide TP, Eigel B, et al. Regional systems of care for out-of-hospital cardiac arrest: A policy statement from the American Heart Association. Circulation. 2010;121:709–29. doi: 10.1161/CIR.0b013e3181cdb7db. [DOI] [PubMed] [Google Scholar]
  • 13.Govindarajan P, Lin L, Landman A, et al. Practice variability among the EMS systems participating in Cardiac Arrest Registry to Enhance Survival (CARES) Resuscitation. 2012;83:76–80. doi: 10.1016/j.resuscitation.2011.06.026. [DOI] [PubMed] [Google Scholar]
  • 14.Bosson N, Kaji AH, Niemann JT, et al. Survival and neurologic outcome after out-of-hospital cardiac arrest: results one year after regionalization of post-cardiac arrest care in a large metropolitan area. Prehosp Emerg Care. 2014;18:217–23. doi: 10.3109/10903127.2013.856507. [DOI] [PubMed] [Google Scholar]
  • 15.Mumma BE, Diercks DB, Holmes JF. Availability and utilization of cardiac resuscitation centers. The western journal of emergency medicine. 2014;15:758–63. doi: 10.5811/westjem.2014.8.21877. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.The International Classification of Diseases, 9th Revision, Clinical Modification. National Center for Health Statistics; [Accessed 14 January]. 2014. [Google Scholar]
  • 17.AHA Guide to the Health Care Field. Chicago: American Hospital Association; 2011. [Google Scholar]
  • 18.Bernard SA, Gray TW, Buist MD, et al. Treatment of comatose survivors of out-of-hospital cardiac arrest with induced hypothermia. New England Journal of Medicine. 2002;346:557–63. doi: 10.1056/NEJMoa003289. [DOI] [PubMed] [Google Scholar]
  • 19.Stub D, Smith K, Bray JE, Bernard S, Duffy SJ, Kaye DM. Hospital characteristics are associated with patient outcomes following out-of-hospital cardiac arrest. Heart. 2011;97:1489–94. doi: 10.1136/hrt.2011.226431. [DOI] [PubMed] [Google Scholar]
  • 20.Littell RC, Milliken GA, Stroup WW, Wolfinger RD, Schaberberger O. SAS for Mixed Model. Cary, NC: SAS Publishing; 2006. [Google Scholar]
  • 21.Normand ST, Glickman ME, Gatsonis CA. Statistical Methods for Profiling Providers of Medical Care: Issues and Applications. Journal of the American Statistical Association. 1997;92:803–14. [Google Scholar]
  • 22.Sasson C, Rogers MA, Dahl J, Kellermann AL. Predictors of survival from out-of-hospital cardiac arrest: a systematic review and meta-analysis. Circ Cardiovasc Qual Outcomes. 2010;3:63–81. doi: 10.1161/CIRCOUTCOMES.109.889576. [DOI] [PubMed] [Google Scholar]
  • 23.McNally B, Robb R, Mehta M, et al. Out-of-hospital cardiac arrest surveillance --- Cardiac Arrest Registry to Enhance Survival (CARES), United States, October 1, 2005--December 31, 2010. MMWR Surveill Summ. 2011;60:1–19. [PubMed] [Google Scholar]
  • 24.Hypothermia after Cardiac Arrest Study Group. Mild therapeutic hypothermia to improve the neurologic outcome after cardiac arrest. N Engl J Med. 2002;346:549–56. doi: 10.1056/NEJMoa012689. [DOI] [PubMed] [Google Scholar]
  • 25.Callaway CW, Schmicker RH, Brown SP, et al. Early coronary angiography and induced hypothermia are associated with survival and functional recovery after out-of-hospital cardiac arrest. Resuscitation. 2014 doi: 10.1016/j.resuscitation.2013.12.028. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Callaway CW, Schmicker R, Kampmeyer M, et al. Receiving hospital characteristics associated with survival after out-of-hospital cardiac arrest. Resuscitation. 2010;81:524–9. doi: 10.1016/j.resuscitation.2009.12.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Kajino K, Iwami T, Daya M, et al. Impact of transport to critical care medical centers on outcomes after out-of-hospital cardiac arrest. Resuscitation. 2010;81:549–54. doi: 10.1016/j.resuscitation.2010.02.008. [DOI] [PubMed] [Google Scholar]
  • 28.Soholm H, Kjaergaard J, Bro-Jeppesen J, et al. Prognostic Implications of Level-of-Care at Tertiary Heart Centers Compared With Other Hospitals After Resuscitation From Out-of-Hospital Cardiac Arrest. Circ Cardiovasc Qual Outcomes. 2015 doi: 10.1161/CIRCOUTCOMES.115.001767. [DOI] [PubMed] [Google Scholar]
  • 29.Henry TD, Sharkey SW, Burke MN, et al. A regional system to provide timely access to percutaneous coronary intervention for ST-elevation myocardial infarction. Circulation. 2007;116:721–8. doi: 10.1161/CIRCULATIONAHA.107.694141. [DOI] [PubMed] [Google Scholar]
  • 30.Celso B, Tepas J, Langland-Orban B, et al. A systematic review and meta-analysis comparing outcome of severely injured patients treated in trauma centers following the establishment of trauma systems. J Trauma. 2006;60:371–8. doi: 10.1097/01.ta.0000197916.99629.eb. discussion 8. [DOI] [PubMed] [Google Scholar]
  • 31.MacKenzie EJ, Rivara FP, Jurkovich GJ, et al. A national evaluation of the effect of trauma-center care on mortality. N Engl J Med. 2006;354:366–78. doi: 10.1056/NEJMsa052049. [DOI] [PubMed] [Google Scholar]
  • 32.Foley N, Salter K, Teasell R. Specialized stroke services: a meta-analysis comparing three models of care. Cerebrovasc Dis. 2007;23:194–202. doi: 10.1159/000097641. [DOI] [PubMed] [Google Scholar]
  • 33.Peek GJ, Elbourne D, Mugford M, et al. Randomised controlled trial and parallel economic evaluation of conventional ventilatory support versus extracorporeal membrane oxygenation for severe adult respiratory failure (CESAR) Health Technol Assess. 2010;14:1–46. doi: 10.3310/hta14350. [DOI] [PubMed] [Google Scholar]
  • 34.Kahn JM, Goss CH, Heagerty PJ, Kramer AA, O’Brien CR, Rubenfeld GD. Hospital volume and the outcomes of mechanical ventilation. N Engl J Med. 2006;355:41–50. doi: 10.1056/NEJMsa053993. [DOI] [PubMed] [Google Scholar]
  • 35.Glance LG, Li Y, Osler TM, Dick A, Mukamel DB. Impact of patient volume on the mortality rate of adult intensive care unit patients. Crit Care Med. 2006;34:1925–34. doi: 10.1097/01.CCM.0000226415.93237.84. [DOI] [PubMed] [Google Scholar]
  • 36.Jollis JG, Roettig ML, Aluko AO, et al. Implementation of a statewide system for coronary reperfusion for ST-segment elevation myocardial infarction. JAMA. 2007;298:2371–80. doi: 10.1001/jama.298.20.joc70124. [DOI] [PubMed] [Google Scholar]
  • 37.Ting HH, Rihal CS, Gersh BJ, et al. Regional systems of care to optimize timeliness of reperfusion therapy for ST-elevation myocardial infarction: the Mayo Clinic STEMI Protocol. Circulation. 2007;116:729–36. doi: 10.1161/CIRCULATIONAHA.107.699934. [DOI] [PubMed] [Google Scholar]
  • 38.Smith LG, Duval S, Tannenbaum MA, et al. Are the results of a regional ST-elevation myocardial infarction system reproducible? Am J Cardiol. 2012;109:1582–8. doi: 10.1016/j.amjcard.2012.01.382. [DOI] [PubMed] [Google Scholar]
  • 39.Le May MR, So DY, Dionne R, et al. A citywide protocol for primary PCI in ST-segment elevation myocardial infarction. N Engl J Med. 2008;358:231–40. doi: 10.1056/NEJMoa073102. [DOI] [PubMed] [Google Scholar]
  • 40.Nathens AB, Jurkovich GJ, Maier RV, et al. Relationship between trauma center volume and outcomes. JAMA. 2001;285:1164–71. doi: 10.1001/jama.285.9.1164. [DOI] [PubMed] [Google Scholar]
  • 41.McGrath PD, Wennberg DE, Dickens JD, Jr, et al. Relation between operator and hospital volume and outcomes following percutaneous coronary interventions in the era of the coronary stent. JAMA. 2000;284:3139–44. doi: 10.1001/jama.284.24.3139. [DOI] [PubMed] [Google Scholar]
  • 42.Cha WC, Lee SC, Shin SD, Song KJ, Sung AJ, Hwang SS. Regionalisation of out-of-hospital cardiac arrest care for patients without prehospital return of spontaneous circulation. Resuscitation. 2012;83:1338–42. doi: 10.1016/j.resuscitation.2012.03.024. [DOI] [PubMed] [Google Scholar]
  • 43.Shin SD, Suh GJ, Ahn KO, Song KJ. Cardiopulmonary resuscitation outcome of out-of-hospital cardiac arrest in low-volume versus high-volume emergency departments: An observational study and propensity score matching analysis. Resuscitation. 2011;82:32–9. doi: 10.1016/j.resuscitation.2010.08.031. [DOI] [PubMed] [Google Scholar]
  • 44.Fishman PE, Shofer FS, Robey JL, et al. The impact of trauma activations on the care of emergency department patients with potential acute coronary syndromes. Ann Emerg Med. 2006;48:347–53. doi: 10.1016/j.annemergmed.2006.02.021. [DOI] [PubMed] [Google Scholar]
  • 45.Wang HE, Yealy DM. Distribution of specialized care centers in the United States. Ann Emerg Med. 2012;60:632–7. e7. doi: 10.1016/j.annemergmed.2012.02.020. [DOI] [PubMed] [Google Scholar]
  • 46.Abella BS, Rhee JW, Huang KN, Vanden Hoek TL, Becker LB. Induced hypothermia is underused after resuscitation from cardiac arrest: a current practice survey. Resuscitation. 2005;64:181–6. doi: 10.1016/j.resuscitation.2004.09.014. [DOI] [PubMed] [Google Scholar]
  • 47.Toma A, Bensimon CM, Dainty KN, Rubenfeld GD, Morrison LJ, Brooks SC. Perceived barriers to therapeutic hypothermia for patients resuscitated from cardiac arrest: a qualitative study of emergency department and critical care workers. Crit Care Med. 2010;38:504–9. doi: 10.1097/CCM.0b013e3181cb0a02. [DOI] [PubMed] [Google Scholar]
  • 48.Bigham BL, Dainty KN, Scales DC, Morrison LJ, Brooks SC. Predictors of adopting therapeutic hypothermia for post-cardiac arrest patients among Canadian emergency and critical care physicians. Resuscitation. 2010;81:20–4. doi: 10.1016/j.resuscitation.2009.09.022. [DOI] [PubMed] [Google Scholar]
  • 49.Peberdy MA, Donnino MW, Callaway CW, et al. Impact of percutaneous coronary intervention performance reporting on cardiac resuscitation centers: a scientific statement from the American Heart Association. Circulation. 2013;128:762–73. doi: 10.1161/CIR.0b013e3182a15cd2. [DOI] [PubMed] [Google Scholar]
  • 50.Nielsen N, Wetterslev J, Cronberg T, et al. Targeted temperature management at 33 degrees C versus 36 degrees C after cardiac arrest. N Engl J Med. 2013;369:2197–206. doi: 10.1056/NEJMoa1310519. [DOI] [PubMed] [Google Scholar]
  • 51.Mader TJ, Nathanson BH, Soares WE, 3rd, Coute RA, McNally BF. Comparative Effectiveness of Therapeutic Hypothermia After Out-of-Hospital Cardiac Arrest: Insight from a Large Data Registry. Ther Hypothermia Temp Manag. 2014;4:21–31. doi: 10.1089/ther.2013.0018. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Pfeifer R, Jung C, Purle S, et al. Survival does not improve when therapeutic hypothermia is added to post-cardiac arrest care. Resuscitation. 2011;82:1168–73. doi: 10.1016/j.resuscitation.2011.05.024. [DOI] [PubMed] [Google Scholar]
  • 53.Hostler D, Thomas EG, Emerson SS, et al. Increased survival after EMS witnessed cardiac arrest. Observations from the Resuscitation Outcomes Consortium (ROC) Epistry-Cardiac arrest. Resuscitation. 2010;81:826–30. doi: 10.1016/j.resuscitation.2010.02.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Hallstrom AP, Ornato JP, Weisfeldt M, et al. Public-access defibrillation and survival after out-of-hospital cardiac arrest. N Engl J Med. 2004;351:637–46. doi: 10.1056/NEJMoa040566. [DOI] [PubMed] [Google Scholar]
  • 55.Cheskes S, Schmicker RH, Verbeek PR, et al. The impact of peri-shock pause on survival from out-of-hospital shockable cardiac arrest during the Resuscitation Outcomes Consortium PRIMED trial. Resuscitation. 2014;85:336–42. doi: 10.1016/j.resuscitation.2013.10.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Christenson J, Andrusiek D, Everson-Stewart S, et al. Chest compression fraction determines survival in patients with out-of-hospital ventricular fibrillation. Circulation. 2009;120:1241–7. doi: 10.1161/CIRCULATIONAHA.109.852202. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Becker LB, Aufderheide TP, Geocadin RG, et al. Primary outcomes for resuscitation science studies: a consensus statement from the American Heart Association. Circulation. 2011;124:2158–77. doi: 10.1161/CIR.0b013e3182340239. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.Rittenberger JC, Raina K, Holm MB, Kim YJ, Callaway CW. Association between Cerebral Performance Category, Modified Rankin Scale, and discharge disposition after cardiac arrest. Resuscitation. 2011;82:1036–40. doi: 10.1016/j.resuscitation.2011.03.034. [DOI] [PMC free article] [PubMed] [Google Scholar]

RESOURCES