Literature DB >> 30269452

Korean Cardiac Arrest Research Consortium (KoCARC): rationale, development, and implementation.

Joo Yeong Kim1, Sung Oh Hwang2, Sang Do Shin3, Hyuk Jun Yang4, Sung Phil Chung5, Sung Woo Lee6, Kyung Jun Song3, Seung Sik Hwang7, Gyu Chong Cho8, Sung Woo Moon1, Kyuseok Kim9, Won Young Kim10, Seil Oh11, Young Ho Kwak3.   

Abstract

OBJECTIVE: This study aimed to describe the conceptualization, development, and implementation processes of the newly established Korean Cardiac Arrest Resuscitation Consortium (KoCARC) to improve out-of-hospital cardiac arrest (OHCA) outcomes.
METHODS: The KoCARC was established in 2014 by recruiting hospitals willing to participate voluntarily. To enhance professionalism in research, seven research committees, the Epidemiology and Preventive Research Committee, Community Resuscitation Research Committee, Emergency Medical System Resuscitation Research Committee, Hospital Resuscitation Research Committee, Hypothermia and Postresuscitation Care Research Committee, Cardiac Care Resuscitation Committee, and Pediatric Resuscitation Research Committee, were organized under a steering committee. The KoCARC registry was developed with variables incorporated in the currently existing regional OHCA registries and Utstein templates and were collected via a web-based electronic database system. The KoCARC study population comprises patients visiting the participating hospitals who had been treated by the emergency medical system for OHCA presumed to have a cardiac etiology.
RESULTS: A total of 62 hospitals volunteered to participate in the KoCARC, which captures 33.0% of the study population in Korea. Web-based data collection started in October 2015, and to date (December 2016), there were 3,187 cases compiled in the registry collected from 32 hospitals.
CONCLUSION: The KoCARC is a self-funded, voluntary, hospital-based collaborative research network providing high level evidence in the field of OHCA and resuscitation. This paper will serve as a reference for subsequent KoCARC manuscripts and for data elements collected in the study.

Entities:  

Keywords:  Cardiopulmonary resuscitation; Out-of-hospital cardiac arrest; Research

Year:  2018        PMID: 30269452      PMCID: PMC6166039          DOI: 10.15441/ceem.17.259

Source DB:  PubMed          Journal:  Clin Exp Emerg Med        ISSN: 2383-4625


INTRODUCTION

Out-of-hospital cardiac arrest (OHCA) is a major public health burden with a global average incidence among adults of 55 OHCAs per 100,000 person-years and an average survival rate of 7% [1]. In Korea, the survival rate is 3.0% with a good neurologic recovery rate of 0.9%, which is lower than the global rate [2]. For over 30 years, various efforts have been made to predict OHCA risk and outcome [3,4], but survival still varies between countries [5,6]. In Korea, the trend of resuscitation performance and outcome was significantly different from urbanization levels [2]. A missing link in the chain of survival exists and implementation of evidence-based practice to identify and strengthen the missing link is necessary. Regional registries, such as the Cardiac Arrest Registry to Enhance Survival [7], the Canadian Ontario Prehospital Advanced Life Support network [4], and the Resuscitation Outcomes Consortium (ROC) [8] from North America have produced meaningful research affecting policies in the area of OHCA resuscitation. The Pan-Asian Resuscitation Outcome Study [5] was established to derive best practices in the Asian region despite limited resources and heterogeneity across systems. The key property of these registries is the collection and pooling of data as a platform to produce evidence-based practices. Considering limitations in sample size and resources needed for community- or system-based intervention trials, the concept of a large-scale collaborative research network has emerged. This research network-based registry enables researchers to analyze the risk and predictors of survival of OHCA and helps implement evidence-based strategies in resuscitation. The aim of this article was to describe the conceptualization, implementation processes, potential benefit, and future plans for a newly established Korean resuscitation research network to improve OHCA outcomes.

METHODS

Background and process

The Korean Cardiac Arrest Resuscitation Consortium (KoCARC) is a collaborative research network developed to coordinate various research studies in the field of OHCA resuscitation and to strengthen the cooperative effort in conducting these studies. It was organized in 2014 by recruiting hospitals willing to participate voluntarily. In addition to emergency medicine, the KoCARC is expanding its research collaboration to include cardiology, preventive medicine, and epidemiology. To enhance the professionalism and effectiveness in research, seven research committees, the Epidemiology and Preventive Research Committee, Community Resuscitation Research Committee, Emergency Medical System Resuscitation Research Committee, Hospital Resuscitation Research Committee, Hypothermia and Postresuscitation Care Research Committee, Cardiac Care Resuscitation Committee, and Pediatric Resuscitation Research Committee, have been organized. In addition, the Data Safety and Monitoring Board Committee was organized to provide data quality management and the Security and Ethics Committee to oversee security and ethical issues in the research. Monthly meetings of the interdisciplinary steering committee, consisting of the consortium chair, steering committee chair, each research committee chair, and secretariat, are held to approve the proposed research agendas, support the research, manage the data-collecting system, and mediate between hospitals participating in multicenter trials. The organization of the KoCARC is shown in Fig. 1.
Fig. 1.

Organization of Korean Cardiac Arrest Resuscitation Consortium.

Consensus building

From December 2014 to September 2015, the Steering Committee developed the KoCARC registry data elements and definitions. The committee identified a comprehensive list of variables, performed consensus surveys, and identified the variables as core or supplemental. Core variables were confirmed via surveys at all participating hospitals asking about the feasibility of collecting the data. Definitions and response options were developed for each variable incorporated in the currently existing regional OHCA registries, national OHCA registry, and the Utstein templates [9] to achieve uniform reporting. The KoCARC registry is a data-collecting system composed of OHCA risk and prognostic factors developed to provide a platform for research conducted in the KoCARC.

RESULTS

Concepts of the KoCARC

The KoCARC is a hospital-based collaborative research network comprising multiple research committees on the platform of the KoCARC registry. It was developed to enhance the effectiveness and professionalism of research to produce evidence to strengthen the chain of survival.

Implementation processes

Registry data and collection protocol

Inclusion/exclusion criteria

The KoCARC registry was designed to include patients with OHCA transported to the participating emergency departments (ED) by emergency medical services (EMSs) with resuscitation efforts and patients who had a medical etiology identified by emergency physicians in each ED. The registry excluded OHCA patients with a terminal illness documented by medical records, patients under hospice care, pregnant patients, and patients with a previously documented ‘Do Not Resuscitate’ card. OHCA of definite non-medical etiology, including trauma, drowning, poisoning, burn, asphyxia, or hanging, were also excluded. For patients younger than 19 years (age range defined as pediatric by the Korean Pediatric Society), OHCA patients transported to an ED by any method and with any etiology were included in the registry.

Data collection and quality assurance

Data are collected via a standardized registry form and entered into a web-based electronic database registry. Outliers or incorrect values are primarily filtered by this data entry system. Furthermore, each participating ED has a designated local research coordinator who is responsible for ensuring the accuracy of the data and verifying records. To maintain personal confidentiality, no patient identifiers appear on the website and each case is assigned a unique identifier based on the ED. The quality management committee (QMC), consisting of emergency physicians, statistical experts, local research coordinators, and investigators in each ED, is organized before joining the project. The data dictionary and protocol for data entry were distributed to site coordinators before the actual data collection. The QMC quality assurance plan includes checking completeness and consistency of mandatory fields as well as checking for inbuilt validation rules that cross-check data fields. In addition, the QMC provides feedback regarding quality management processes to the research coordinators and investigators at the quarterly meetings. The research coordinator consults the QMC via e-mail for clarification when they are unable to objectively define coding elements. Epidemiologic, community, and EMS information is collected by interviewing family members and ambulance crews. Information not obtained via interview is collected from the Emergency Medical Service Cardiac Registry. Research coordinators at each participating ED gather laboratory test and cardiac intervention results via medical record review. For survivors, the prognosis after 6 months from the event is assessed through telephone interviews with the survivors or their family members.

Human subjects ethical issues

The KoCARC data collecting protocol was reviewed and approved by each participating hospital’s institutional review board (IRB). Most IRBs waived informed consent, but some required informed consent to use personal information such as telephone numbers used for the 6-month follow-up survey of neurologic recovery. Some hospitals required informed consent for pediatric resuscitation information.

Variables measured

The KoCARC registry consists of seven research fields categorized by OHCA risk and prognostic factors. Each field has core and optional variables. Core variables are listed in Table 1.
Table 1.

KoCARC core variables by outcome and research field

KoCARC core variable
Patient information and outcome
 Date/time of ED visit
 Age/sex/name (initials)/date of birth
 ED direct visit or transfer from other hospital
 Result of ED resuscitation
 Result of ED disposition
 Date/time of resuscitation withdrawal
 Date/time of any ROSC/sustained ROSC/ED death/ED discharge/admission
 Mental status at admission
 Result of disposition after hospital discharge
 Result of neurologic recovery at hospital discharge
 Result of survival/neurologic recovery at 6 months from cardiac arrest
 Date/time of hospital discharge/death after admission
Epidemiology and preventive medicine
 Family history of sudden cardiac arrest/acute coronary syndrome/cerebrovascular accident/arrhythmia
 Smoking history/alcohol consumption history and frequency
 Medical history of hypertension/diabetes/dyslipidemia and treatment
Community resuscitation
 Date/time of incident
 Witness and by whom
 Arrest location
 Bystander CPR/AED
 Public AED rhythm
EMS resuscitation
 Date/time of call received at dispatch center/ambulance arrived at scene/ambulance left scene
 First EMS ECG rhythm
 Advanced airway/drug used by EMS/EMS defibrillation
 ROSC at scene
 Date/time of EMS defibrillation/return of spontaneous circulation at scene
Hospital resuscitation
 Return of spontaneous circulation at initially visited hospital (if transferred)
 Date/time of return of spontaneous circulation at initial hospital visit (if transferred)
 Initial ECG rhythm on arrival at ED
 Amount of epinephrine used until cessation of resuscitation/sustained ROSC
 Number of defibrillations performed in ED
 Requested/performed ECMO
 Provided mechanical CPR/ETCO2 monitor
Hypothermia and postresuscitation care
 Inotropes administered
 Reperfusion therapy performed (including date/time)
 Thrombolysis performed (including date/time)
 Emergency CAG/PCI performed (including date/time)
 Emergency CABG performed (including date/time)
 Emergency pacemaker insertion (including date/time)
 post ROSC first pH/lactate
 TTM initiation/method/location (prehospital or in-hospital)/timing (at resuscitation or after ROSC)
 TTM/rewarming rate
Cardiac care resuscitation
 Initial and peak (if done) level of CK-MB/troponin T/troponin I
 Date/time of initial and peak (if done) CK-MB/troponin T/troponin I
 ECG performed within 24 hours of arrival at ED
 EchoCG performed within 24 hours of arrival and whether regional wall motion abnormality exists
 Result of CAG performed within 24/24–72 hours of arrival at ED
 Result of CAG performed within 7 days of arrival at ED until hospital discharge
Pediatric resuscitation
 Age/sex/height/weight/EMS transport
 Insurance status of parents or legal guardians
 Pediatric CPC at baseline/hospital discharge/6 months after discharge
 Past medical history
 Family history of sudden cardiac arrest of siblings
 Sex/age/relation/bystander CPR performance of the witness
 Medical direction/prehospital notification of EMS
 Defibrillation energy
 Hospital resuscitation leader information: grade, affiliation, pediatric advanced life support certified
 Method of weight estimation
 Endotracheal intubation trial/success
 ECMO provided
 SSEP/NSE/EEG/brain CT/brain MRI performed (including date/time)
 Pediatric GCS/pupillary light reflex/corneal reflex/self-respiration at ROSC/72 hours after ROSC
 OHCA cause by medical/traumatic/drug overdose/drowning/electrocution/asphyxia
 Preceding disease in KCD-7 code
 Final diagnosis in KCD-7 code

KoCARC, Korean Cardiac Arrest Resuscitation Consortium; ED, emergency department; ROSC, return of spontaneous circulation; CPR, cardiopulmonary resuscitation; AED, automated external defibrillator; EMS, emergency medical service; ECG, electrocardiography; ECMO, extracorporeal membrane oxygenation; ETCO2, end-tidal carbon dioxide; CAG, coronary angiography; PCI, percutaneous coronary intervention; CABG, coronary artery bypass graft; TTM, target temperature management; CK-MB, creatine kinase MB; CPC, cerebral performance category; SSEP, somatosensory evoked potential; NSE, neuron specific enolase; EEG, electroencephalography; CT, computed tomography; MRI, magnetic resonance imaging; GCS, Glasgow coma scale; KCD, Korean Standard Classification of Disease.

Core variables by research field

Epidemiology and preventive medicine

The family history of cardiovascular disease and sudden cardiac arrest is collected up to second-degree family members through family member interview or medical record review. Health behaviors, including smoking and alcohol drinking, and medical history including hypertension, diabetes mellitus, dyslipidemia and their treatment methods are also collected.

Community resuscitation

The time of OHCA occurrence, witness status, place of arrest, initial arrest electrocardiography (ECG) rhythm, and bystander cardiopulmonary resuscitation (CPR) information is collected through medical record review or from interviews of the ambulance crew. The initial arrest ECG rhythm is defined as the rhythm recorded in the public automatic external defibrillator if one is used. Otherwise, the initial arrest rhythm is primarily the initial EMS-monitored rhythm.

EMS resuscitation

EMS variables, including EMS response interval variables, EMS first monitored ECG rhythm, and types of advance procedures performed, are collected via the EMS Cardiac Arrest Registry or ambulance crew interviews. Prehospital return of spontaneous circulation (ROSC) is collected as a prehospital outcome variable.

Hospital resuscitation

The amount of epinephrine used throughout ED resuscitation, initial hospital ECG, and initiation of extracorporeal membrane oxygenation (ECMO) is collected through medical record review. Information regarding ROSC in OHCA patients transferred from other hospitals is also collected.

Hypothermia and postresuscitation care

Timing and methods of coronary reperfusion therapy and target temperature management (TTM) to enhance survival and prognosis after ROSC is collected via medical record review.

Cardiac care resuscitation

Laboratory test and coronary angiography results are collected. For laboratory results, initial and peak values (if done) of creatine kinase MB, troponin I, and troponin T are collected. Coronary angiography results include the anatomic lesion and type of stenosis.

Pediatric resuscitation

Information is collected on pediatric risk factors including premature birth, medical history, baseline cerebral performance category (CPC), family history of sudden cardiac arrest of sibling, participating physician’s level at ED resuscitation, presumed etiology of cardiac arrest, result of prognostic tests after ROSC, and outcome. The 6-month follow-up CPC is also collected via telephone interview after IRB approval.

Outcome measures

The outcome data collected are survival to hospital discharge and neurologic recovery at hospital discharge. Hospital outcome includes date and time of death or discharge. Neurologic status is assessed using CPC with good neurologic recovery defined as CPC 1 or 2. The neurologic status of survivors after 6 months from the arrest event is also collected.

Sample size and planned data analysis

The sample size for each potential risk factor evaluated for association with better survival will be computed based on the study proposal with a type I error of 0.05 and power of 80% or 90%. Participating sites (or investigators) will be provided with preliminary estimates of risk factors and predictors for outcomes from data collected for the purpose of planning the research. Data analysis will be performed based on the study proposal established during the study planning stage. Descriptive analyses comparing outcomes of patients exposed or not exposed to risk factors will be reported using the chi-square test or Wilcoxon rank-sum test as appropriate. The categories with sparse data will be grouped together in biologically meaningful ways. The main data analysis will be performed based on the study hypothesis. Regarding certain outcome variables such as survival to discharge, good neurologic outcome, or 6-month survival, multivariate logistic regression will be performed with a priori selection of clinically important covariates.

Study proposal process

To qualify as a research network and to improve the level of evidence in the field of cardiac arrest and/or CPR, the KoCARC recruits research subjects from individual researchers or participating hospitals. Any researcher willing to conduct research submits a study proposal to the secretariat as appropriate for the study method (Appendices 1 and 2). The secretariat reviews the study proposal for completeness of the essential information and provides feedback to the researchers. After the secretariat review, the proposal is sent to each appropriate research committee, the Data Safety and Monitoring Board Committee, the Security and Ethics Committee, and finally to the Steering Committee for final approval. A selected research subject is announced as an official research agenda of the KoCARC to all participating researchers. The process of the study proposal accepted as an official KoCARC study agenda is shown in Fig. 2.
Fig. 2.

Flow chart of study proposal to be accepted as an official Korean Cardiac Arrest Resuscitation Consortium (KoCARC) research agenda.

Progress to date

Sixty-two hospitals from all provinces except Jeonnam Province volunteered to participate in the KoCARC. All participating EDs are designated as local or regional emergency medical centers which constitute the top two levels of EDs legislated by law. National OHCA data collected by the Korean Centers for Disease Control and Prevention show that 33.0% of EMS-treated patients with OHCA of cardiac etiology are captured in the registry. OHCA patients transported to KoCARC participating hospitals located in metropolitan cities such as Seoul, Daegu, and Incheon comprise 58.4%, 48.6%, and 47.6% of all cardiac etiology OHCA cases. The proportion of the study population captured in participating hospitals in 2015 is shown in Table 2.
Table 2.

Numbers of cardiac-etiology OHCA patients transported to KoCARC participating hospitals in 2015 according to national OHCA data (provided by the KCDC)

Administrative regionAllKoCARC
All22,0797,293 (33.0)
Seoul3,8892,272 (58.4)
Busan1,475265 (18.0)
Daegu1,009490 (48.6)
Incheon1,206574 (47.6)
Gwangju514106 (20.6)
Daejeon647217 (33.5)
Ulsan37976 (20.1)
Gyeonggi4,4911,950 (43.4)
Gangwon1,013412 (40.7)
Chungbuk83283 (10.0)
Chungnam1,042195 (18.7)
Jeonbuk942149 (15.8)
Jeonnam1,0670 (0.0)
Gyeongbuk1,550101 (6.5)
Gyeongnam1,522291 (19.1)
Jeju463112 (24.2)

Values are presented as number or number (%).

OHCA, out-of-hospital cardiac arrest; KoCARC, Korean Cardiac Arrest Resuscitation Consortium; KCDC, Korean Centers for Disease Control and Prevention.

Web-based data collection started in October 2015, and by December 2016, 32 hospitals had enrolled 3,187 cases in the KoCARC registry. Regarding the first 2 months as the protocol implementation period, 200 to 250 cases per month were consistently captured throughout 2016, as shown in Fig. 3.
Fig. 3.

Data collection by month. OHCA, out-of-hospital cardiac arrest.

Characteristics of the initially collected KoCARC data are shown in Table 3. Among the 3,187 OHCA cases, bystander CPR was performed in 48.7% and a public access automatic external defibrillator was applied in 2.2% of cases. Furthermore, 11.5% of patients survived to discharge and 7.8% recovered with a good neurologic outcome. Because most of the participating hospitals are regional or local emergency medical centers that provide high-quality resuscitation and comprehensive postresuscitation care, survival outcome is higher than has been previously reported.
Table 3.

Characteristics of KoCARC data from October 2015 to December 2016

CharacteristicsValue
All3,187 (100.0)
Sex, male2,073 (65.0)
Age69 (55–79)
Witness1,924 (60.4)
Witnessed or found by layperson2,776 (87.1)
Arrest at public place672 (21.1)
Bystander CPR1,553 (48.7)
Bystander AED applied70 (2.2)
Prehospital shockable ECG579 (18.2)
Call to scene interval7 (5–10)
Scene Resuscitation interval11 (7–17)
Scene to hospital interval10 (7–15)
Survival to discharge365 (11.5)
Good neurologic recovery (CPC 1–2)248 (7.8)

Values are presented as number (%) or median (lower quartile–upper quartile).

KoCARC, Korean Cardiac Arrest Resuscitation Consortium; CPR, cardiopulmonary resuscitation; AED, automated external defibrillator; ECG, electrocardiography; CPC, cerebral performance category.

Table 4 shows in-hospital interventions provided for patients surviving to admission. Among admitted patients, primary percutaneous coronary intervention (PCI) was performed in 14.7% and TTM in 32.6% of patients.
Table 4.

In-hospital intervention performed for OHCA patients who survived to admission

In-hospital interventionAdmitted OHCA
All841 (100.0)
TPA thrombolysis91 (10.8)
PCI performed124 (14.7)
CABG performed10 (1.2)
Pacemaker inserted13 (1.5)
ICD inserted27 (3.2)
TTM performed274 (32.6)

Values are presented as number (%).

OHCA, out-of-hospital cardiac arrest; TPA, tissue plasminogen activator; PCI, percutaneous coronary intervention; CABG, coronary artery bypass graft; ICD, implantable cardioverter defibrillator; TTM, target temperature management.

Potential benefit and future plans

The KoCARC is a volunteer-based, low-cost model of a research network that will provide long-term data needed to perform research to improve OHCA survival. Ultimately, this platform system will facilitate research using the infrastructure provided by the consortium to conduct studies to strengthen not yet proven but critical links in the chain of survival. We are planning to implement the proposed agendas and concurrently perform randomized controlled trials to address important epidemiologic and clinical questions regarding cardiac arrest. The findings resulting from such research may influence and improve public health.

DISCUSSION

Currently, there is little evidence from randomized controlled trials to lead us to the best strategy for improving outcomes of OHCA [10]. Awareness of such issues emphasizes the importance of large-scale research networks and the importance of uniformly collected data, which can objectively compare the effects of resuscitation interventions. To the best of our knowledge, this is the largest volunteer-based research network of OHCA in Korea. Currently, in December 2016, 62 hospitals have expressed interest in participating in KoCARC and 32 hospitals are actively inputting data. Throughout 15 months of data collection, we have been able to acquire high-quality information on the risk, care, process, and outcome of 3,187 unique OHCA cases. The fact that the KoCARC registry provides the platform and infrastructure necessary to acquire the evidence to identify the missing links in the chain of survival makes it equal in significance to the ROC [8]. However, compared with the diverse regional EMS and dispatch systems and diverse organizations that input data to the ROC database, the KoCARC collects prehospital variables from the uniform fire-based EMS system, and data are registered on a hospital basis. In Korea, as prehospital termination of resuscitation is not legally possible, all OHCA cases included in the KoCARC are transported to hospitals. Therefore, the hospital-based data collection system of the KoCARC is the most efficient and feasible method to capture cases. Furthermore, each participating hospital has a designated local research coordinator responsible for data collection and participates in quality assurance of collected data. It is well-known that high-quality CPR at the community and EMS level is important for increasing survival of OHCA [11-13]. Recently, emphasis has been put on the fifth chain of survival, post-resuscitation care. Research demonstrating that active postresuscitation care improves neurologic outcomes [14] has been published, and the American Heart Association guidelines have been updated to recommend selecting a temperature between 32°C and 36°C for comatose post ROSC patients compared with 32°C to 34°C in the 2010 guidelines [15]. Active emergent PCI for OHCA survivors without ST elevation has shown favorable neurologic outcomes [16] and a delayed arrest to PCI interval was associated with poor survival outcomes after OHCA [17]. Previous OHCA registries, which had the goal of public health surveillance, has limitations in collecting in-depth in-hospital procedure data except for hospital outcomes. The Cardiac Arrest Registry to Enhance Survival collects five data elements from hospitals: ED outcome, receiving hospital outcome, patient disposition, CPC at discharge, simple measurement of functional status, and use of hypothermia [7]. The Pan-Asian Resuscitation Outcome Study collects hospital outcome as a core variable, but hospital resuscitation and intervention are collected as optional variables [5]. The KoCARC, on the other hand, is a research-based registry and prospectively collects data on intra-CPR interventions such as ECMO, mechanical CPR, and rates of epinephrine use along with postresuscitation data including the method and timing of coronary reperfusion therapy and detailed information on the method and timing of hypothermia management as core variables. All of these data will allow investigation of outcomes based on interventions. Furthermore, as the vast majority of the participating hospitals are capable of providing comprehensive postresuscitation care, the KoCARC will collect in-depth and high-quality data on hospital intervention. There is growing interest in the long-term outcomes of patients surviving OHCA. Studies have reported that CPC at hospital discharge was associated with long-term survival outcomes [18-20] and that neurologic recovery was rare in patients with CPC 3 or 4 more than 6 months after cardiac arrest [21]. Several studies have evaluated long-term outcomes of OHCA survivors using a small sample or one center [22-24]. However, the KoCARC collects data on the neurologic status of OHCA patients 6 months after cardiac arrest by telephone interview with survivors or their primary caregivers. Although IRB approval at each participating site will be needed, it will be meaningful to conduct long-term follow-up of OHCA survivors on a multicenter scale. The current study has several limitations. First, indications for applying in-hospital interventions, such as ECMO, TTM, or PCI, are not standardized between the participating hospitals. Although most of the hospitals may follow the current CPR guidelines, limitations of resources or patient/guardian characteristics affect treatment intensity. Second, missing or incomplete data or unrecognized variables may confound the results. We tried to minimize this risk by implementing quality assurance data checks built into the data entry system and also by off-line periodic quality assurance meetings with local designated coordinators. However, there are still missing values for some variables. Third, the IRB approval status of each hospital is different such that collection of data on pediatric resuscitation or 6-month follow-up data is limited in some hospitals. This may lead to incomplete data for some cases. Finally, like all observational studies, causal inference cannot be established, but only associations between risk factors and outcomes. Cautious interpretation is needed for the results. However, if observational studies are carefully conducted, the estimated effects may be consistent with the results of clinical trials. In conclusion, the KoCARC is a voluntary, hospital-based collaborative research network that has constructed a stable data collecting system that provides a platform for investigating the missing links in the chain of survival. This article will serve as a reference for subsequent KoCARC manuscripts and for the core data elements collected in the study.
ItemObservational study content
Title
Proposer
Co-workers
Institution
Study design□ Cohort study
□ Case-control study
□ Case-series study
□ Cross-sectional study
□ Ecological study
□ Systemic review, meta-analysis
□ Other (specify:          )
Background and objectives
SettingSetting (committee)□ Epidemiology and prevention
□ Community
□ EMS
□ Hospital
□ Hypothermia and postresuscitation care
□ Cardiac care resuscitation
□ Pediatric
Location
Duration
Data source
Study populationInclusion criteria
Exclusion criteria
Matching criteria, if needed
VariablesMain exposure/intervention
Other exposure
Main outcome
Potential confounders
Optional variables
Statistical methods
Study size
ItemExperimental study content
Title
Proposer
Co-workers
Institution
Study design□ ParallelAllocation ratio
□ Factorial
□ Others (      )
Background and Objectives
SettingSetting (Committee)□ Epidemiology and prevention
□ Community
□ EMS
□ Hospital
□ Hypothermia and postresuscitation care
□ Cardiac care resuscitation
□ Pediatric
Location
Duration
Study populationInclusion criteria
Exclusion criteria
Matching criteria, if needed
Interventions
Outcomes
Other variables
Optional variables
Randomization
Blinding
Statistical methods
Study size
  24 in total

1.  The role of bystanders, first responders, and emergency medical service providers in timely defibrillation and related outcomes after out-of-hospital cardiac arrest: Results from a statewide registry.

Authors:  Carolina Malta Hansen; Kristian Kragholm; Christopher B Granger; David A Pearson; Clark Tyson; Lisa Monk; Claire Corbett; R Darrell Nelson; Matthew E Dupre; Emil L Fosbøl; Benjamin Strauss; Christopher B Fordyce; Bryan McNally; James G Jollis
Journal:  Resuscitation       Date:  2015-09-16       Impact factor: 5.262

2.  Long-term neurological outcomes in patients after out-of-hospital cardiac arrest.

Authors:  Youn-Jung Kim; Shin Ahn; Chang Hwan Sohn; Dong-Woo Seo; Yoon-Seon Lee; Jae Ho Lee; Bum Jin Oh; Kyoung Soo Lim; Won Young Kim
Journal:  Resuscitation       Date:  2016-01-28       Impact factor: 5.262

3.  Cerebral Performance Category and long-term prognosis following out-of-hospital cardiac arrest.

Authors:  Randi Phelps; Florence Dumas; Charles Maynard; Jennifer Silver; Thomas Rea
Journal:  Crit Care Med       Date:  2013-05       Impact factor: 7.598

Review 4.  Part 8: Post-Cardiac Arrest Care: 2015 American Heart Association Guidelines Update for Cardiopulmonary Resuscitation and Emergency Cardiovascular Care.

Authors:  Clifton W Callaway; Michael W Donnino; Ericka L Fink; Romergryko G Geocadin; Eyal Golan; Karl B Kern; Marion Leary; William J Meurer; Mary Ann Peberdy; Trevonne M Thompson; Janice L Zimmerman
Journal:  Circulation       Date:  2015-11-03       Impact factor: 29.690

5.  The Dublin cardiac arrest registry: temporal improvement in survival from out-of-hospital cardiac arrest reflects improved pre-hospital emergency care.

Authors:  Ronan Margey; Lisa Browne; Eamonn Murphy; Martin O'Reilly; Niall Mahon; Gavin Blake; Hugh McCann; Declan Sugrue; Joseph Galvin
Journal:  Europace       Date:  2011-04-06       Impact factor: 5.214

6.  Association between Cerebral Performance Category, Modified Rankin Scale, and discharge disposition after cardiac arrest.

Authors:  Jon C Rittenberger; Ketki Raina; Margo B Holm; Young Joo Kim; Clifton W Callaway
Journal:  Resuscitation       Date:  2011-04-13       Impact factor: 5.262

7.  Survival of out-of-hospital cardiac arrest with early initiation of cardiopulmonary resuscitation.

Authors:  R O Cummins; M S Eisenberg; A P Hallstrom; P E Litwin
Journal:  Am J Emerg Med       Date:  1985-03       Impact factor: 2.469

8.  A trend in epidemiology and outcomes of out-of-hospital cardiac arrest by urbanization level: a nationwide observational study from 2006 to 2010 in South Korea.

Authors:  Young Sun Ro; Sang Do Shin; Kyoung Jun Song; Eui Jung Lee; Joo Yeong Kim; Ki Ok Ahn; Sung Pil Chung; Young Taek Kim; Sung Ok Hong; Jung-Ah Choi; Sung Oh Hwang; Dong Jin Oh; Chang Bae Park; Gil Joon Suh; Sung-Il Cho; Seung Sik Hwang
Journal:  Resuscitation       Date:  2013-01-08       Impact factor: 5.262

9.  Emergency Percutaneous Coronary Intervention in Post-Cardiac Arrest Patients Without ST-Segment Elevation Pattern: Insights From the PROCAT II Registry.

Authors:  Florence Dumas; Wulfran Bougouin; Guillaume Geri; Lionel Lamhaut; Julien Rosencher; Frédéric Pène; Jean-Daniel Chiche; Olivier Varenne; Pierre Carli; Xavier Jouven; Jean-Paul Mira; Christian Spaulding; Alain Cariou
Journal:  JACC Cardiovasc Interv       Date:  2016-04-27       Impact factor: 11.195

10.  Functional Outcomes: One Year after a Cardiac Arrest.

Authors:  Ketki D Raina; Jon C Rittenberger; Margo B Holm; Clifton W Callaway
Journal:  Biomed Res Int       Date:  2015-09-03       Impact factor: 3.411

View more
  18 in total

1.  Comparing the neurologic outcomes of patients with out-of-hospital cardiac arrest according to prehospital advanced airway management method and transport time interval.

Authors:  Sol Kim; Dong Eun Lee; Sungbae Moon; Jae Yun Ahn; Won Kee Lee; Jong Kun Kim; Jungbae Park; Hyun Wook Ryoo
Journal:  Clin Exp Emerg Med       Date:  2020-03-31

2.  Risk of hypertension and treatment on out-of-hospital cardiac arrest incidence: A case-control study.

Authors:  Jooyeong Kim; Sung-Il Cho; Jong-Hak Park; Juhyun Song; Sejoong Ahn; Hanjin Cho; Sungwoo Moon
Journal:  Medicine (Baltimore)       Date:  2022-06-03       Impact factor: 1.817

Review 3.  Management of post-cardiac arrest syndrome.

Authors:  Youngjoon Kang
Journal:  Acute Crit Care       Date:  2019-08-31

4.  Cardiac arrest and sudden cardiac death registries: a systematic review of global coverage.

Authors:  Elizabeth Davida Paratz; Luke Rowsell; Dominica Zentner; Sarah Parsons; Natalie Morgan; Tina Thompson; Paul James; Andreas Pflaumer; Christopher Semsarian; Karen Smith; Dion Stub; Andre La Gerche
Journal:  Open Heart       Date:  2020-01-20

5.  Initial red cell distribution width as a predictor of poor neurological outcomes in out-of-hospital cardiac arrest survivors in a prospective, multicenter observational study (the KoCARC study).

Authors:  Seon Hee Woo; Woon Jeong Lee; Dae Hee Kim; Youngsuk Cho; Gyu Chong Cho
Journal:  Sci Rep       Date:  2020-10-16       Impact factor: 4.379

6.  Association between Survival and Time of On-Scene Resuscitation in Refractory Out-of-Hospital Cardiac Arrest: A Cross-Sectional Retrospective Study.

Authors:  Hang A Park; Ki Ok Ahn; Eui Jung Lee; Ju Ok Park
Journal:  Int J Environ Res Public Health       Date:  2021-01-09       Impact factor: 3.390

7.  Association between the body mass index and outcomes of patients resuscitated from out-of-hospital cardiac arrest: a prospective multicentre registry study.

Authors:  Heekyung Lee; Jaehoon Oh; Hyunggoo Kang; Tae Ho Lim; Byuk Sung Ko; Hyuk Joong Choi; Seung Min Park; You Hwan Jo; Jong Suk Lee; Yoo Seok Park; Young-Hoon Yoon; Su Jin Kim; Young-Gi Min
Journal:  Scand J Trauma Resusc Emerg Med       Date:  2021-01-28       Impact factor: 2.953

8.  Bystander cardiopulmonary resuscitation in public locations before and after the coronavirus disease 2019 pandemic in the Republic of Korea.

Authors:  Kyu Tae Lim; Ki Ok Ahn; Jeong Ho Park; Chi Ho Park; Jangsun Lim; Kyeongjae Lee
Journal:  Am J Emerg Med       Date:  2021-07-08       Impact factor: 4.093

9.  New Termination-of-Resuscitation Models and Prognostication in Out-of-Hospital Cardiac Arrest Using Electrocardiogram Rhythms Documented in the Field and the Emergency Department.

Authors:  Dong Eun Lee; Mi Jin Lee; Jae Yun Ahn; Hyun Wook Ryoo; Jungbae Park; Won Young Kim; Sang Do Shin; Sung Oh Hwang
Journal:  J Korean Med Sci       Date:  2019-05-06       Impact factor: 2.153

10.  Ionized calcium level at emergency department arrival is associated with return of spontaneous circulation in out-of-hospital cardiac arrest.

Authors:  Sun Ju Kim; Hye Sim Kim; Sung Oh Hwang; Woo Jin Jung; Young Il Roh; Kyoung-Chul Cha; Sang Do Shin; Kyoung Jun Song
Journal:  PLoS One       Date:  2020-10-12       Impact factor: 3.240

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.