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Kishihara Y, Amagasa S, Yasuda H, Kashiura M, Shinzato Y, Moriya T. Evaluation of the optimal timing for advanced airway management for adult patients with out-of-hospital cardiac arrest: A retrospective observational study from a multicenter registry. Resusc Plus 2025; 23:100957. [PMID: 40308719 PMCID: PMC12041755 DOI: 10.1016/j.resplu.2025.100957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Revised: 04/05/2025] [Accepted: 04/09/2025] [Indexed: 05/02/2025] Open
Abstract
Aim We aimed to investigate the appropriate timing for advanced airway management (AAM) in witnessed adult non-traumatic out-of-hospital cardiac arrest (OHCA) by adjusting for resuscitation time bias and limiting the analysis to witnessed OHCA. Methods This retrospective observational study used a multicentre OHCA registry involving 99 participating hospitals in Japan and included adult patients with witnessed non-traumatic OHCA who underwent AAM during resuscitation. The primary and secondary outcomes were favourable 30-day neurological outcomes and survival, respectively. The time from emergency medical service contact to AAM was categorised as follows: 1-5, 6-10, 11-15, 16-20, 21-25, and 26-30 min. In each group, we calculated the time-dependent propensity score using a Fine-Gray regression model. After propensity score matching, we used a generalised estimating equation (GEE). Results A total of 16,448 patients who underwent AAM were matched with patients at risk of requiring AAM. AAM was associated with favourable 30-day neurological outcomes when performed at 6-10 and 16-20 min with RRs (95% CIs) of 1.41 (1.12-1.78), but not at 16-20 min (0.74 [0.56-0.99]), respectively. AAM was associated with improved 30-day survival at 1-5 and 6-10 min (1.22 [1.05-1.41], 1.33 [1.16-1.54], respectively), but not at 16-20 min (0.78 [0.62-0.97]. Conclusions Performing AAM within 10 min was associated with improved outcomes compared with those at risk of receiving AAM. However, the results were not consistent across all groups, therefore, careful interpretation is required.
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Affiliation(s)
- Yuki Kishihara
- Department of Emergency and Critical Care Medicine, Jichi Medical University, Saitama Medical Center, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama, Japan
| | - Shunsuke Amagasa
- Department of Emergency and Transport Medicine, National Center for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, Japan
| | - Hideto Yasuda
- Department of Emergency and Critical Care Medicine, Jichi Medical University, Saitama Medical Center, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama, Japan
- Department of Clinical Research Education and Training Unit, Keio University Hospital Clinical and Translational Research Center (CTR), 35 Shinanomachi, Shinjuku-ku, Tokyo, Japan
- School of Nursing, Midwifery and Social Work, UQ Centre for Clinical Research, The University of Queensland, Australia
- School of Nursing and Midwifery, Alliance for Vascular Access Teaching and Research, Griffith University, Australia
| | - Masahiro Kashiura
- Department of Emergency and Critical Care Medicine, Jichi Medical University, Saitama Medical Center, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama, Japan
| | - Yutaro Shinzato
- Department of Emergency and Critical Care Medicine, Jichi Medical University, Saitama Medical Center, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama, Japan
| | - Takashi Moriya
- Department of Emergency and Critical Care Medicine, Jichi Medical University, Saitama Medical Center, 1-847 Amanuma-cho, Omiya-ku, Saitama-shi, Saitama, Japan
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Xu H, Zhu H, He Q, Zhang L. How stepwise interventions in pre-hospital emergency care enhance out-of-hospital cardiac arrest management in a Megacity in China. Resuscitation 2025; 210:110594. [PMID: 40154875 DOI: 10.1016/j.resuscitation.2025.110594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 03/13/2025] [Accepted: 03/20/2025] [Indexed: 04/01/2025]
Abstract
OBJECTIVE A series of improvements have been formulated and implemented to prompt the inadequate pre-hospital care capacity for out-of-hospital cardiac arrest (OHCA) management in China. The aim of this study is to investigate the combined association of those stepwise interventions with OHCA management in Shenzhen, as a representative city in China. METHODS This registry-based retrospective study included emergency medical services (EMS)-treated adult OHCA patients with presumed cardiac etiology in Shenzhen, China, covering the period from January 1, 2011 to December 31, 2022. During this period, three key interventions were implemented sequentially: a public access defibrillation (PAD) program on October 1, 2017, a civilian cardiopulmonary resuscitation (CPR) training program on July 1, 2020, and telecommunicator cardiopulmonary resuscitation (T-CPR) on November 23, 2021. The outcomes of bystander CPR and return of spontaneous circulation (ROSC) were compared with pre-intervention controls. RESULTS A total of 6,571 EMS-treated presumed cardiac etiology adult OHCA patients were included, among which were 623 cases with bystander-witnessed OHCA and a shockable rhythm. Across four periods, the rates of both bystander CPR (8.55 vs. 12.60 vs. 18.31 vs. 23.10%) and ROSC (6.01 vs. 5.29 vs. 9.59 vs. 8.33%) showed an increasing trend. For the rate of bystander CPR, the likelihood was significantly increased after implementation of the PAD program (OR 1.64 [95% CI 1.21-2.23]) and civilian CPR training program (OR 2.12 [95% CI: 1.52-2.95]), and after the addition of the T-CPR application (OR 3.06 [95% CI: 2.14-4.39]), compared with the pre-period. Similarly, cumulative interventions were associated with a higher ROSC (OR 0.84 [95% CI: 0.62-1.14], OR 1.52 [95% CI: 1.07-1.89], OR 1.42 [95% CI: 1.07-1.89]) when compared with the pre-period. In subgroup analysis, cumulative interventions significantly improved the rate of bystander CPR in cases where OHCA occurred in public locations, and ROSC in cases where the time from symptom onset to calling 120 was within 10 min. CONCLUSION Stepwise interventions in pre-hospital emergency care increased likelihood of bystander CPR and ROSC following pre-hospital resuscitation significantly. This improvement is attributed to the coordination and cumulative effect of multiple positive interventions for OHCA management.
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Affiliation(s)
- Hanbing Xu
- Shanghai Jiao Tong University School of Public Health, Shanghai 200025, China
| | - Hong Zhu
- Shenzhen Emergency Medical Center, Shenzhen 518034, China.
| | - Qing He
- Shenzhen Emergency Medical Center, Shenzhen 518034, China
| | - Lin Zhang
- Shanghai Jiao Tong University School of Public Health, Shanghai 200025, China.
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Sadjadi M, Brülle R, Onbasilar U, Booke H, Strauß C, von Groote T, van Aken H, Gottschalk A. Implementation of school-based CPR training - A systematic review and mixed-methods meta-analysis. Resusc Plus 2025; 23:100955. [PMID: 40291592 PMCID: PMC12033932 DOI: 10.1016/j.resplu.2025.100955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2025] [Revised: 04/03/2025] [Accepted: 04/04/2025] [Indexed: 04/30/2025] Open
Abstract
Aim Despite initiatives like "Kids Save Lives", CPR trainings are often poorly implemented, and bystander CPR rates remain low. This systematic review and mixed-methods meta-analysis of qualitative and quantitative studies aims to identify enablers and barriers to the implementation of school-based CPR training. Methods A systematic search was conducted across seven databases. Qualitative data were analyzed using thematic synthesis, and findings were evaluated with GRADE-CERQual. Quantitative data were synthesized through qualitative findings, providing deeper context using a convergent qualitative meta-integration approach. Results A total of 18 reports (7 qualitative and 11 quantitative) on school-based CPR training were included from an initial pool of 7914 records. Key enablers of successful school-based CPR training implementation were related either to program characteristics or to environmental factors, with both being equally important. Generally, programs are better implemented if they include high-quality resources, incur low costs in terms of funds, time and staffing, show adaptability to the setting in which they are implemented, and provide standardized training for teachers or implementers. Regarding environment factors, implementation is facilitated by broad support from school stakeholders (leadership, teachers, and parents) and is more successful where, supported by mandatory legislation and government endorsement, health is framed as a core business of schools. Conclusion The successful implementation of school-based CPR training depends on both program characteristics and environmental factors, operating together in a "seed and soil" manner. Addressing both aspects is essential for effective program planning. Future research should more broadly explore health outcomes beyond CPR-related measures and investigate how CPR training can be integrated into wider health-promoting school initiatives.
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Affiliation(s)
- Mahan Sadjadi
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Albert-Schweitzer-Campus 1, Münster, Germany
| | - Rebecca Brülle
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Albert-Schweitzer-Campus 1, Münster, Germany
| | - Umut Onbasilar
- Department of Anesthesiology, Intensive Care and Pain Medicine, Florence Nightingale Hospital, Kreuzbergstrasse 79, Düsseldorf, Germany
| | - Hendrik Booke
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Albert-Schweitzer-Campus 1, Münster, Germany
| | - Christian Strauß
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Albert-Schweitzer-Campus 1, Münster, Germany
| | - Thilo von Groote
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Albert-Schweitzer-Campus 1, Münster, Germany
| | - Hugo van Aken
- Department of Anesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Albert-Schweitzer-Campus 1, Münster, Germany
| | - Antje Gottschalk
- Department of Anesthesiology, Intensive Care and Pain Medicine, Florence Nightingale Hospital, Kreuzbergstrasse 79, Düsseldorf, Germany
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Pan C, Li X, Zhang X, Zheng J, Song R, Zhang Z, Chen R, Kan H, Xu F, Chen Y, Meng X. Association between nitrogen dioxide exposure and out-of-hospital cardiac arrest onset in China: A multicenter, time-stratified, case-crossover study. JOURNAL OF HAZARDOUS MATERIALS 2025; 493:138341. [PMID: 40306250 DOI: 10.1016/j.jhazmat.2025.138341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 04/17/2025] [Accepted: 04/18/2025] [Indexed: 05/02/2025]
Abstract
Studies on the association between nitrogen dioxide (NO2) exposure and out-of-hospital cardiac arrest (OHCA) are limited and present inconsistent results. In the context of global urbanization, a large population is exposed to high ambient NO2 pollution, highlighting the need for further clarification of NO2-related health hazards. Furthermore, previous studies mostly applied exposure data from monitoring stations, with relatively few investigations examining acute effects using high-resolution modeled data. To explore the association between NO2 and cardiac OHCA onset risk, a time-stratified case-crossover study was conducted using data from emergency medical service (EMS) systems across 23 Chinese provinces throughout 2020. Conditional logistic regression models were used to investigate the potential association between NO2 and OHCA onset. Individual-level NO2 data from both models and monitoring stations were analyzed separately to evaluate their comparability in practice. The analysis incorporated 76,263 EMS-attended cardiac OHCA onsets. The health estimates from NO2 predictions and measurements were comparable without statistically significant differences, with each 10 µg/m3 increase associated with a 1.16% (95% confidence interval [CI]: 0.38-1.94%) and 1.03% (95% CI: 0.37-1.69%) increase in the risk of OHCA onset, respectively. This nationwide multicenter study demonstrated adverse effects of NO2 exposure on OHCA onset in a large population residing in regions with higher and variable NO2 levels. These findings contribute robust epidemiological evidence to this field and offer new evidence to support global policymaking, particularly in developing countries. Additionally, modeled NO2 predictions with high resolution and coverage can serve as effective alternatives to traditional monitoring station data in epidemiological studies.
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Affiliation(s)
- Chang Pan
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Medical and Pharmaceutical Basic Research Innovation Center of Emergency and Critical Care Medicine, China's Ministry of Education, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Xinyue Li
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education and Key Laboratory of Health Technology Assessment of the Ministry of Health, Fudan University, Shanghai, China
| | - Xuan Zhang
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Medical and Pharmaceutical Basic Research Innovation Center of Emergency and Critical Care Medicine, China's Ministry of Education, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Jiaqi Zheng
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Medical and Pharmaceutical Basic Research Innovation Center of Emergency and Critical Care Medicine, China's Ministry of Education, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Ruixue Song
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Medical and Pharmaceutical Basic Research Innovation Center of Emergency and Critical Care Medicine, China's Ministry of Education, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Ziyang Zhang
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Medical and Pharmaceutical Basic Research Innovation Center of Emergency and Critical Care Medicine, China's Ministry of Education, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Renjie Chen
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education and Key Laboratory of Health Technology Assessment of the Ministry of Health, Fudan University, Shanghai, China
| | - Haidong Kan
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education and Key Laboratory of Health Technology Assessment of the Ministry of Health, Fudan University, Shanghai, China
| | - Feng Xu
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Medical and Pharmaceutical Basic Research Innovation Center of Emergency and Critical Care Medicine, China's Ministry of Education, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Qilu Hospital of Shandong University, Jinan, Shandong, China.
| | - Yuguo Chen
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, NMPA Key Laboratory for Clinical Research and Evaluation of Innovative Drug, Medical and Pharmaceutical Basic Research Innovation Center of Emergency and Critical Care Medicine, China's Ministry of Education, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Qilu Hospital of Shandong University, Jinan, Shandong, China.
| | - Xia Meng
- School of Public Health, Key Laboratory of Public Health Safety of the Ministry of Education and Key Laboratory of Health Technology Assessment of the Ministry of Health, Fudan University, Shanghai, China.
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Chen DL, Lin YK, Wang GJ, Chang KC. Effect of Levosimendan Use on All-Cause Mortality in Out-of-Hospital Cardiac Arrest Survivors After Extracorporeal Cardiopulmonary Resuscitation. Biomedicines 2025; 13:955. [PMID: 40299560 PMCID: PMC12025156 DOI: 10.3390/biomedicines13040955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2025] [Revised: 04/06/2025] [Accepted: 04/11/2025] [Indexed: 05/01/2025] Open
Abstract
Background: Survivors of out-of-hospital cardiac arrest (OHCA) after external cardiopulmonary resuscitation (ECPR) have a mortality rate as high as 50-70%. The use of vasoactive inotropes worsen the mortality rate at admission. The administration of levosimendan within 72 h of ECPR facilitates extracorporeal membrane oxygenation (ECMO) weaning, so it is important to determine whether levosimendan improves mortality. Methods: This retrospective cohort study included 158 patients with OHCA of cardiac origin who had undergone ECPR and were hospitalized between January 2015 and December 2024. This study was conducted in the intensive care unit of China Medical University Hospital, Taichung, Taiwan. Twenty-three patients received levosimendan within 72 h, whereas the others did not receive levosimendan. Primary endpoints included ECMO weaning failure rate and 90-day all-cause mortality rate. Kaplan-Meier survival curve analysis was also performed. Covariates for all-cause mortality were estimated and adjusted by using Cox regression modeling. Results: The levosimendan group exhibited lower rates of ECMO weaning failure and 90-day all-cause mortality than the control group (13.0% vs. 52.6% and 17.4% vs. 57.0%, respectively; both p < 0.001). The 90-day survival curve analysis revealed that the levosimendan and control groups had survival rates of 82.6% and 43.0%, respectively (log-rank p < 0.001). Administration of levosimendan within 72 h resulted in a odds ratio of 0.36 (95% confidence interval: 0.18-0.79, p = 0.01). Conclusions: Administering levosimendan within 72 h of ECPR could be a protective factor in improving all-cause mortality.
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Affiliation(s)
- Da-Long Chen
- Graduate Institute of Clinical Medical Science, China Medical University, Taichung 40402, Taiwan;
- Division of Cardiovascular Medicine, Department of Medicine, China Medical University Hospital, Taichung 40447, Taiwan;
| | - Yu-Kai Lin
- Division of Cardiovascular Medicine, Department of Medicine, China Medical University Hospital, Taichung 40447, Taiwan;
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
| | - Guei-Jane Wang
- Graduate Institute of Clinical Medical Science, China Medical University, Taichung 40402, Taiwan;
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
- Department of Medical Research, China Medical University Hospital, Taichung 40447, Taiwan
- Pharmacy Department, Wizcare Medical Corporation Aggregate, Taichung 40404, Taiwan
- School of Medicine, Weifang University of Science and Technology, Weifang 262700, China
| | - Kuan-Cheng Chang
- Graduate Institute of Clinical Medical Science, China Medical University, Taichung 40402, Taiwan;
- Division of Cardiovascular Medicine, Department of Medicine, China Medical University Hospital, Taichung 40447, Taiwan;
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 40402, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung 40402, Taiwan
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Tang H, Wu R, Yin L, Hao W, Shi J, Zhu H, Xu S, Xu J. Escalating vs Fixed Energy Defibrillation in Out-of-Hospital Cardiac Arrest Ventricular Fibrillation. JAMA Netw Open 2025; 8:e257411. [PMID: 40299385 PMCID: PMC12042058 DOI: 10.1001/jamanetworkopen.2025.7411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 02/21/2025] [Indexed: 04/30/2025] Open
Abstract
Importance There is limited evidence on whether higher-energy defibrillation is preferred in patients experiencing out-of-hospital cardiac arrest (OHCA) with shockable rhythms. Objective To investigate the optimal energy regimen for initial and subsequent defibrillation delivered by biphasic waveform automated external defibrillators (AEDs) in OHCA ventricular fibrillation (VF). Design, Setting, and Participants This cohort study was conducted in 48 cities across China, from 2017 to 2023, among 342 patients with OHCA who experienced at least 1 shock. Exposures Escalating higher-energy (200-300-360 J) defibrillation or fixed low-energy (200-200-200 J) defibrillation according to the AED program available for use. Main Outcome and Measures Sustained and transient termination of VF and establishment of an organized rhythm after defibrillations were the main clinical outcomes. Results A total of 342 patients with OHCA were included (mean [SD] age, 57.2 [20.6] years; 273 male [79.8%]) with 782 VF defibrillations; 218 patients (63.8%) with a total of 480 instances (61.4%) of VF rhythm received AED with escalating higher-energy regimens. Most VF episodes were effectively terminated transiently at the first shock (200 J in both groups) (94% in the escalating higher-energy group vs 93% in the fixed lower-energy group; P = .64), but only half remained terminated until the next rhythm analysis (49% vs 47%; P = .68). Comparatively, VF that received escalating higher-energy regimens were more likely to establish sustained organized rhythm (34% vs 25%; P = .008; absolute difference, 9% [95% CI, 2% to 16%]). In refractory VF rhythms, the percentage of cases where sustained organized rhythms were established was significantly greater in escalating higher-energy regimens after second shocks and above (24% vs 13%; P = .008; absolute difference, 11% [95% CI, 3% to 19%]) and third shocks and above (35% vs 18%; P = .003; absolute difference 17% [95% CI, 5% to 27%]). Conclusions and Relevance In this retrospective cohort study of patients experiencing OHCA-VF, both the escalating higher-energy (200-300-360 J) regimen and the fixed low-energy (200-200-200 J) regimen were effective for transient VF termination at first shock, whereas the escalating higher-energy regimens were more likely to maintain termination and restore an organized rhythm. Higher-energy regimens were associated with better outcomes after all shocks, especially in patients with refractory VF.
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Affiliation(s)
- Hanqi Tang
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Ruoxue Wu
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Lu Yin
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Wenlin Hao
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Jing Shi
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Huadong Zhu
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Shengyong Xu
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Jun Xu
- Department of Emergency Medicine, Peking Union Medical College Hospital, Institute of Basic Medical Sciences, Beijing, Chinese Academy of Medical Sciences and Peking Union Medical College, China
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Wei S, Guo X, He S, Zhang C, Chen Z, Chen J, Huang Y, Zhang F, Liu Q. Application of Machine Learning for Patients With Cardiac Arrest: Systematic Review and Meta-Analysis. J Med Internet Res 2025; 27:e67871. [PMID: 40063076 PMCID: PMC11933771 DOI: 10.2196/67871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 12/19/2024] [Accepted: 01/16/2025] [Indexed: 03/27/2025] Open
Abstract
BACKGROUND Currently, there is a lack of effective early assessment tools for predicting the onset and development of cardiac arrest (CA). With the increasing attention of clinical researchers on machine learning (ML), some researchers have developed ML models for predicting the occurrence and prognosis of CA, with certain models appearing to outperform traditional scoring tools. However, these models still lack systematic evidence to substantiate their efficacy. OBJECTIVE This systematic review and meta-analysis was conducted to evaluate the prediction value of ML in CA for occurrence, good neurological prognosis, mortality, and the return of spontaneous circulation (ROSC), thereby providing evidence-based support for the development and refinement of applicable clinical tools. METHODS PubMed, Embase, the Cochrane Library, and Web of Science were systematically searched from their establishment until May 17, 2024. The risk of bias in all prediction models was assessed using the Prediction Model Risk of Bias Assessment Tool. RESULTS In total, 93 studies were selected, encompassing 5,729,721 in-hospital and out-of-hospital patients. The meta-analysis revealed that, for predicting CA, the pooled C-index, sensitivity, and specificity derived from the imbalanced validation dataset were 0.90 (95% CI 0.87-0.93), 0.83 (95% CI 0.79-0.87), and 0.93 (95% CI 0.88-0.96), respectively. On the basis of the balanced validation dataset, the pooled C-index, sensitivity, and specificity were 0.88 (95% CI 0.86-0.90), 0.72 (95% CI 0.49-0.95), and 0.79 (95% CI 0.68-0.91), respectively. For predicting the good cerebral performance category score 1 to 2, the pooled C-index, sensitivity, and specificity based on the validation dataset were 0.86 (95% CI 0.85-0.87), 0.72 (95% CI 0.61-0.81), and 0.79 (95% CI 0.66-0.88), respectively. For predicting CA mortality, the pooled C-index, sensitivity, and specificity based on the validation dataset were 0.85 (95% CI 0.82-0.87), 0.83 (95% CI 0.79-0.87), and 0.79 (95% CI 0.74-0.83), respectively. For predicting ROSC, the pooled C-index, sensitivity, and specificity based on the validation dataset were 0.77 (95% CI 0.74-0.80), 0.53 (95% CI 0.31-0.74), and 0.88 (95% CI 0.71-0.96), respectively. In predicting CA, the most significant modeling variables were respiratory rate, blood pressure, age, and temperature. In predicting a good cerebral performance category score 1 to 2, the most significant modeling variables in the in-hospital CA group were rhythm (shockable or nonshockable), age, medication use, and gender; the most significant modeling variables in the out-of-hospital CA group were age, rhythm (shockable or nonshockable), medication use, and ROSC. CONCLUSIONS ML represents a currently promising approach for predicting the occurrence and outcomes of CA. Therefore, in future research on CA, we may attempt to systematically update traditional scoring tools based on the superior performance of ML in specific outcomes, achieving artificial intelligence-driven enhancements. TRIAL REGISTRATION PROSPERO International Prospective Register of Systematic Reviews CRD42024518949; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=518949.
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Affiliation(s)
- Shengfeng Wei
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiangjian Guo
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shilin He
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chunhua Zhang
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhizhuan Chen
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jianmei Chen
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yanmei Huang
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Fan Zhang
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Qiangqiang Liu
- Department of Emergency Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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Yang Y, Min J, Zha Y. Unveiling China's heart disease challenges: a comprehensive retrospective study on national mortality burden. BMC Public Health 2025; 25:862. [PMID: 40038636 DOI: 10.1186/s12889-025-21710-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 01/30/2025] [Indexed: 03/06/2025] Open
Abstract
BACKGROUND Heart disease has been the leading cause of death in China since 2020. With the development of the aging population, dietary habits changes, and extreme climate conditions, this study aimed to evaluate national and sub-national changes in the heart disease burden from 2013 to 2021 in china, using data from the National Mortality Surveillance System. METHODS This study was mainly using the National Mortality Surveillance System, which covered 300 million, accounted for 24% of China's population, with national and provincial representativeness from 2013 to 2021. The data categories were modified in 2013 to contain individual classes for heart disease, and the classifications remained consist until 2021. Permutation test were used to identify the Joinpoints in the data. Trends for the study period were evaluated using the average annual percent change (AAPC) in mortality rates with 95% Confidence interval (CI). A decomposition analysis was used to analyse the drivers of mortality change due to heart disease. RESULTS The total number of heart disease related deaths increased from 277,312(2013) to 463,314(2021). The proportion of deaths due to heart disease increased from 21.81% to 25.45%. And the gender-standardized mortality of heart disease increased from 140.11/100,000 to 180.67/100,000 from 2013 to 2021. The average annual increase (AAI) was 4.46%. since 2020, the heart disease has become the leading cause of death, rising from the third place. Epidemic characteristics were as follows: First, the heart disease-related mortality was higher in males than in females. And the AAPC for males was 3.74% from 2013 to 2021 (AAPC = 3.744, 95% CI: 3.048 ~ 4.528, P < 0.01). The AAPC for females was 4.09% (AAPC = 4.088, 95% CI: 2.962 ~ 5.313, P < 0.01). Second, a rapid increase in heart disease related mortality has been observed among 15-44 years population in recent years. Third, the mortality of rural residents in the past 6 years has increased fast (from 151.19/100,000 to 188.58/100,000). The average annual increase in rural heart disease mortality was 3.49%. Fourth, heart disease mortality in Central China increased fast and reached the highest rate in China. Additionally, ischemic heart disease mortality showed the highest, with a rapidly increasing trend. Finally, most heart disease related deaths occurred from October of the first year to March of the following year, with peaks in January and February. And over 70% of these deaths occured at home or in hospital,. CONCLUSIONS The deaths due to heart disease indicated a remarkable continues increase in the burden of heart disease. This study results imply escalating healthcare expenses, with projections indicating even greater future challenges. These findings will also help identify gaps in heart disease healthcare and guide the prioritization of health programs dirven by the needs of China.
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Affiliation(s)
- Yunjuan Yang
- Children and Adolescents Health Research Team, Yunnan Provincial Center for Disease Control and Prevention(Yunnan Preventive Medicine Academy), NO. 158 Dongsi Street, Kunming, 650022, Yunnan Province, China.
- Public Health School, Xi'an Jiaotong University, NO.76 Yanta West Road, Xi'an, 710061, China.
| | - Jieqing Min
- Kunming Children's Hospital, Kunming, 650228, Yunnan Province, China
| | - Yuanyi Zha
- Graduate School, Kunming Medical University, Kunming, 670500, Yunnan Province, China
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9
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Ali Baig MN, Fatmi Z, Khan NU, Khan UR, Raheem A, Razzak JA. Effectiveness of chain of survival for out-of-hospital-cardiac-arrest (OHCA) in resource limited countries: A systematic review. Resusc Plus 2025; 22:100874. [PMID: 39959449 PMCID: PMC11830354 DOI: 10.1016/j.resplu.2025.100874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Revised: 01/13/2025] [Accepted: 01/14/2025] [Indexed: 02/18/2025] Open
Abstract
Aim Given the critical disparities in survival for out-of-hospital-cardiac-arrest (OHCA) in resource limited countries and the lack of context-specific evidence to guide resuscitation practices, we aimed to systematically evaluate the effectiveness of the chain of survival components including bystander response, emergency medical services (EMS) response, advanced life support, and post-resuscitation care on outcomes such as return of spontaneous circulation, survival to admission, survival to hospital discharge, and neurological outcomes in these settings. Methods This systematic review, following PRISMA guidelines, included observational and interventional studies on OHCA management from low, lower-middle, and upper-middle-income countries, published in English (2004-2023). PubMed, Embase, CINAHL, and Cochrane Library were searched using predefined terms. Two reviewers independently screened studies, extracted data using the Utstein template, and resolved conflicts with a third reviewer. Data included pre-hospital, patient, and post-resuscitation care factors, as well as short and long-term outcomes. Descriptive analysis and narrative synthesis were conducted, with return of spontaneous circulation (ROSC) rates compared across income groups using t-tests. Results Sixteen (16) eligible studies were included. No study was found from low-income countries. ROSC rates ranged from 0.7% to 44%, survival to discharge from 0.6% to 14.1%, and good neurological outcomes (CPC 1-2) from 0.6% to 53.8%. While upper-middle-income countries showed slightly higher ROSC rates, differences were not statistically significant. Risk of bias was moderate to high due to selection bias, inadequate confounding control, and inconsistent reporting. These findings emphasize the need for standardized reporting and further research to improve outcomes in resource limited countries. Conclusion This review highlights low survival rates for OHCA in resource limited countries, with significant variability and gaps in evidence. Strengthening EMS systems, adopting context-specific strategies, and standardizing reporting are critical to improving outcomes.
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Affiliation(s)
- Mirza Noor Ali Baig
- Department of Emergency Medicine, The Aga Khan University Hospital, Karachi, Pakistan
- Centre of Excellence for Trauma & Emergencies, The Aga Khan University, Karachi, Pakistan
| | - Zafar Fatmi
- Department of Community Health Sciences, The Aga Khan University, Karachi, Pakistan
| | - Nadeem Ullah Khan
- Department of Emergency Medicine, The Aga Khan University Hospital, Karachi, Pakistan
| | - Uzma Rahim Khan
- Department of Emergency Medicine, The Aga Khan University Hospital, Karachi, Pakistan
| | - Ahmed Raheem
- Department of Emergency Medicine, The Aga Khan University Hospital, Karachi, Pakistan
| | - Junaid Abdul Razzak
- Centre of Excellence for Trauma & Emergencies, The Aga Khan University, Karachi, Pakistan
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Zhu H, Liu J, Yang T, Zhang Y, Xu Y, Xu Y, Wu H, Li L, Luo Y, Wen C, Yu T. Incidence and temporal trends of out-of-hospital cardiac arrest in Shenzhen, China (2011-2018). Resusc Plus 2025; 22:100882. [PMID: 40008323 PMCID: PMC11851179 DOI: 10.1016/j.resplu.2025.100882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 01/21/2025] [Accepted: 01/23/2025] [Indexed: 02/27/2025] Open
Abstract
Background Out-of-hospital cardiac arrest (OHCA) is a significant global public health issue, few studies describe characteristics and trends in China. This study examines OHCA features and trends in Shenzhen, one of the fastest-growing cities. Methods This retrospective study analysed data from the Shenzhen Emergency Center database (2011-2018), including ambulance dispatch and pre-hospital medical records. Descriptive statistics and temporal trends were used to examine the incidence, patients characteristics, pre-hospital treatment, and outcome. Results Among 18,772 medical cause OHCA cases, the crude incidence rate was 17.4 per 100,000 population, with an age-standardised rate of 38.4. Incidence increased over time. Resuscitation was attempted in 43.8% of cases, with a median patient age of 56 years and 73.5% being male. Most arrest (69.0%) occurred at home, and 82% were presumed to be cardiac cause.The median response time was 11.2 min. Bystander cardiopulmonary resuscitation (CPR) rates increased from 4.6% in 2011 to 14.5% in 2018, while bystander automated external defibrillator (AED) use remained low (0.2%). Pre-hospital electrocardiogram (ECG) recording improved from 40.6% to 91.9%, with shockable rhythms 2.2%. Intravenous access was established in 69.7% of patients, 51.9% received epinephrine, 19.29% received pre-hospital defibrillation, and 16.4% underwent advanced airway management. The pre-hospital Return of Spontaneous Circulation (ROSC) rate increased from 2.7% to 5.8%, with a total ROSC rate of 3.11%. Conclusions OHCA incidence in Shenzhen is lower than both domestic and international levels but increasing. Low bystander intervention rated and prolonged response times contribute to poor outcome, underscoring the need for system improvements.
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Affiliation(s)
- Hong Zhu
- Shenzhen Emergency Medical Center, 2 Antoshan Road Shenzhen City Guangdong Province China
| | - Junpeng Liu
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
- Emergency Department of Huizhou Central People’s Hospital, 41 Erling North Road Huizhou City Guangdong Province China
| | - Tianqi Yang
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
| | - Yan Zhang
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
| | - Yanjun Xu
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
| | - Yunfeng Xu
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
| | - Hao Wu
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
| | - Li Li
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
| | - Yufeng Luo
- Emergency Department of Huizhou Central People’s Hospital, 41 Erling North Road Huizhou City Guangdong Province China
| | - Cai Wen
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
| | - Tao Yu
- Department of Emergency Medicine, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, 107 Yanjiang Xi Road Guangzhou City Guangdong Province China
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11
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Yang T, Wen C, Zhang Y, Xu Y, Liu J, Li Z, Li S, Peng N, Wu H, Li L, Yu T. Temporal trends of presumed cardiac origin out-of-hospital cardiac arrest incidence in Guangzhou, southern China: A 10-year consecutive analysis. Resusc Plus 2025; 22:100883. [PMID: 40008322 PMCID: PMC11850736 DOI: 10.1016/j.resplu.2025.100883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 01/10/2025] [Accepted: 01/26/2025] [Indexed: 02/27/2025] Open
Abstract
Background Despite the rising disease mortality rates, there is a dearth of studies on the incidence and trends of out-of-hospital cardiac arrests (OHCA) in China. This study aims to investigate the incidence and temporal trends of presumed cardiac origin OHCA in Guangzhou, Southern China, from 2011 to 2020. Methods and results In this population-based retrospective cohort study, pre-hospital data from the Guangzhou Emergency Medical Service (GZ-EMS) from 2011 to 2020 were analyzed. Crude incidence rates and age-standardized incidence rates (ASIRs) were calculated respectively. ASIRs were calculated using the 2000 national census population as the standard population. The Joinpoint software was used to calculate the Annual Percent Change (APC) and Average Annual Percent Change (AAPC) in the incidence of OHCA over the study period. From 2011 to 2020, 44,375 EMS-assessed OHCAs of presumed cardiac origin were recorded. Overall, the crude incidence rate of OHCA was 53.1 per 100,000 on average. AAPC was 7.0% (95% CI: 4.3%-9.8%). Age-standardized incidence rate(ASIR) was 38.4 per 100,000 on average, with an average annual increase of 4.8% (95% CI: 2.4%-7.3%). The crude and ASIR of OHCA increased in men, while the ASIR changed more moderately in women. The age group of ≥80 years had the highest rate of increase. The 20-29 and 70-79 age groups also demonstrated notable increases. Conclusions From 2011 to 2020, Guangzhou experienced a notable upward trend in both crude and ASIR of OHCA, with significant variations observed across gender and age demographics. This trend calls for a deeper investigation into the underlying factors.
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Affiliation(s)
- Tianqi Yang
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
| | - Cai Wen
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
| | - Yan Zhang
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
| | - Yanjun Xu
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
| | - Junpeng Liu
- Emergency Department of Huizhou Municipal Central Hospital Huizhou China
| | - Zhenzhou Li
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
| | - Shuangming Li
- Guangzhou Emergency Medical Service Main Command Centre Guangzhou China
| | - Na Peng
- Department of Emergency People’s Liberation Army General Hospital of Southern Theatre Command Guangzhou China
| | - Hao Wu
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
| | - Li Li
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
| | - Tao Yu
- Department of Emergency Medicine Sun Yat-sen Memorial Hospital of Sun Yat-sen University Guangzhou China
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12
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Cheng Y, Zhang C, Chen L, Liu H, He W, Shi Z. Public participation willingness in out-of-hospital cardiopulmonary resuscitation: A systematic review and meta-analysis. Int J Nurs Sci 2025; 12:192-199. [PMID: 40241866 PMCID: PMC11997681 DOI: 10.1016/j.ijnss.2025.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 02/04/2025] [Accepted: 02/15/2025] [Indexed: 04/18/2025] Open
Abstract
Objective This systematic review and meta-analysis aimed to identify the main factors influencing the public's willingness to participate in out-of-hospital emergency care. Methods Studies were searched in online databases, including PubMed, Embase, Web of Science, and the Cochrane Library. The articles included in this review were published from inception to July 31, 2024. The Iain Crombie assessment tool was used to assess study quality. Meta-analysis was performed using RevMan (version 5.4) software. The review protocol has been registered with PROSPERO (CRD42024570491). Results A total of 1,434 research articles were initially identified, among which 18 were incorporated into this study, and all of the included studies were cross-sectional. Meta-analysis results demonstrated that gender (male; OR = 1.37, 95%CI: 1.28-1.47), profession (healthcare provider; OR = 0.17, 95%CI: 0.06-0.47), knowledge and skill level (OR = 1.63, 95%CI: 1.25-2.11), willingness to undergo training (OR = 2.68, 95%CI: 1.89-3.79), interest in first aid (OR = 2.08, 95%CI: 1.60-2.69), previous training (OR = 2.14, 95%CI: 1.49-3.08), and previous first-aid experience (OR = 1.70, 95%CI: 1.37-2.11) were the principal influencing factors of the public's willingness to engage in out-of-hospital cardiopulmonary resuscitation. Conclusion Demographic factors, knowledge, belief, and behavior are crucial in influencing public emergency decision-making. Medical personnel could create specialized training programs based on relevant factors to enhance the public's willingness to engage in out-of-hospital CPR.
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Affiliation(s)
- Yuqiu Cheng
- School of Nursing, Hunan Normal University, Changsha, China
- Kiang Wu Nursing College of Macau, Macau, China
| | - Chunzhi Zhang
- School of Nursing, Hunan Normal University, Changsha, China
| | - Li Chen
- School of Nursing, Hunan Normal University, Changsha, China
- Kiang Wu Nursing College of Macau, Macau, China
| | - Hongjun Liu
- School of Nursing, Hunan Normal University, Changsha, China
| | - Wanling He
- Guangzhou Red Cross Hospital of Jinan University, Guangzhou, China
| | - Zeya Shi
- School of Nursing, Hunan Normal University, Changsha, China
- Hunan Prevention and Treatment Institute for Occupational Diseases, Affiliated Prevention and Treatment Institute for Occupational Diseases of University of South China, Changsha, China
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13
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Wei Z, Wei K, Yang J, Zhang M, Feng Yang. Can the digital economy foster advancements in the healthcare sector? - a case study using interprovincial data from China. BMC Public Health 2025; 25:196. [PMID: 39825273 PMCID: PMC11740665 DOI: 10.1186/s12889-025-21372-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 01/08/2025] [Indexed: 01/20/2025] Open
Abstract
BACKGROUND As China's "Internet + Health" initiative advances, the digital economy significantly influences the quality of medical and health services. However, there is a research gap concerning the digital economy's specific impacts, mechanisms, and marginal effects on these services. This gap impedes a comprehensive understanding of the digital economy's potential in healthcare. AIMS This study aims to clarify the digital economy's impact mechanisms on medical and health services levels, offering a scientific foundation for more targeted and effective policy formulation, thereby fostering sustainable digital development in healthcare. METHODS Utilizing panel data from China's 31 provinces (2011-2020), this paper employs the Spatial Durbin Model to analyze the spatial and marginal effects of the digital economy on healthcare service levels. To ensure analysis accuracy and robustness, the study refines the spatial weight matrix and addresses model endogeneity using the Generalized Spatial Two-Stage Least Squares method. Additionally, it examines regional disparities in the digital economy's impact through SDM and explores intermediary mechanisms and threshold effects using a mediation effect model and a panel threshold model. RESULTS Findings indicate that the digital economy positively affects medical and health services in both local and neighboring regions, with variations across areas. The eastern region particularly benefits from the digital economy's enhancement of service levels, while the central and western regions see less impact. The digital economy enhances services by improving medical resource levels and promoting their coordinated development. However, this positive effect is moderated by the digital economy's and the region's economic development levels, with more pronounced impacts in regions with higher digital and economic development. CONCLUSIONS The digital economy plays a crucial role in improving medical and health services, and its full potential is beneficial for the industry's advancement and sustainability. Nonetheless, addressing the uneven digital economy development across regions is essential to ensure equitable benefits for all areas.
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Affiliation(s)
- Zhengqi Wei
- School of Public Health, Guilin Medical University, Guangxi, Guilin, 541199, China
| | - Keke Wei
- Huazhong University of Science and Technology Tongji Medical College, Hubei, Wuhan, 430000, China
| | - Jing Yang
- School of Public Health, Guilin Medical University, Guangxi, Guilin, 541199, China
| | - Meilin Zhang
- School of Humanities and Management, Guilin Medical University, Guangxi, Guilin, 541199, China
| | - Feng Yang
- School of Humanities and Management, Guilin Medical University, Guangxi, Guilin, 541199, China.
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14
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Wu C, Wu Y, Qiao L. Revealing the decision-making practices in automated external defibrillator deployment: insights from Shanghai, China. BMC Public Health 2025; 25:152. [PMID: 39810171 PMCID: PMC11730162 DOI: 10.1186/s12889-025-21341-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 01/06/2025] [Indexed: 01/16/2025] Open
Abstract
In recent years, the government has promoted the increased deployment of automated external defibrillators (AEDs) in public places with dense crowds, which is of great significance for ensuring that residents enjoy equal health rights. However, it is still unclear what factors decision-makers take into account when formulating deployment plans and whether these factors are related to local characteristics such as population distribution and socioeconomic conditions. Taking Shanghai, China as the research area, we adopted the kernel density estimation and spatial autocorrelation analysis to explore the spatial distribution characteristics of AEDs. We constructed a geographically weighted regression (GWR) model to identify the key factors influencing AED deployment. The results showed that AEDs in Shanghai presented obvious clustering distribution characteristics. The GWR model found that the factors considered by decision-makers in different regions when deploying AEDs followed the guidance of existing policies. It was also found that decision-makers in Shanghai mainly deployed more devices in areas with a high density of the elderly population, dense transportation networks, cultural and educational places, and transportation hubs with large population flows. However, it was observed that the city center might lack sufficient preparation for the elderly group. In order to allocate emergency medical resources more reasonably, it is very important to determine the practices of decision-makers in deploying AEDs. The GWR has shown the potential to evaluate and guide the local implementation of deployment plans.
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Affiliation(s)
- Chaowei Wu
- School of Public Health, Fudan University, Shanghai, 200032, PR China
| | - Yeling Wu
- The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, PR China
| | - Lu Qiao
- School of Economics, Shandong University of Technology, Zibo, 255000, PR China.
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15
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Li C, Cao S, Zheng Y, Zong M, Zhang H, Yu X, Xu F, Chen Y. Chinese clinical practice consensus for device-supported treatment in adults with post-cardiac arrest syndrome (2024 Edition). World J Emerg Med 2025; 16:3-9. [PMID: 39906098 PMCID: PMC11788105 DOI: 10.5847/wjem.j.1920-8642.2025.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 10/26/2024] [Indexed: 02/06/2025] Open
Affiliation(s)
- Chuanbao Li
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Shengchuan Cao
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Yue Zheng
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Mengzhi Zong
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Haitao Zhang
- Department of Critical Care Medicine, Shanghai East Hospital, School of Medicine, Tongji University , Shanghai 200120, China
| | - Xuezhong Yu
- State Key Laboratory of Complex Severe and Rare Diseases, Emergency Department, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China
| | - Feng Xu
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan 250012, China
| | - Yuguo Chen
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan 250012, China
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Yang M, Song J, Jin Y, Peng Y. "Shrink back is not my intention": a qualitative exploration of Chinese security guards' experiences with bystander CPR. BMC Public Health 2024; 24:3420. [PMID: 39696164 DOI: 10.1186/s12889-024-20888-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 11/28/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Out-of-hospital cardiac arrest (OHCA) is a major public health burden worldwide. Promoting bystander cardiopulmonary resuscitation (B-CPR) is a key element in improving the survival rate of OHCA. The security guard is a specific population in China that plays a significant role as bystanders in public settings. However, less is known about their experiences regarding B-CPR intention and performance. This study aimed to explore the experiences and perspectives of Chinese security guards regarding B-CPR and identify barriers to its performance. METHODS Fifteen in-depth interviews were conducted with security guards in various public settings, including hospitals, residential living areas, office buildings, and public transportation stations. All interviews were audio recorded. Two researchers independently analyzed the transcripts through deductive and inductive content analysis. Informed by the "Intention-focused" model of B-CPR performance, deductive content analysis was initially performed to identify categories that align with the theoretical framework and thereby validate the theory. Subsequently, inductive content analysis was applied to code newly discovered content, therefore enriching the theory. RESULTS An "intention & performance-focused" model of B-CPR was developed. It was revealed that security personnel were more inclined to perform CPR without hesitation when the victim was a trusted individual. However, when faced with unfamiliar individuals, they tended to shrink back due to various barriers. Specifically, four layers of barriers to CPR performance were identified, encompassing security personnel factors, victim-related factors, organizational factors, and societal factors. Participants also shared their perspectives on the desired CPR training, including trainers, training contents, training formats, and training incentives. CONCLUSION Security guards should receive comprehensive CPR training to maximize their occupational value. In addition to strengthening CPR-related training, which includes theoretical knowledge and hands-on practice, psychological coping skills for managing overwhelming emotions and understanding relevant laws are also essential training elements that cannot be overlooked. When developing relevant intervention strategies, policies, and regulations, it's critical to consider the country's context and the cooperation of the organization where the security guard is employed. The model developed in this study can provide a reference for designing interventions and policy to improve the B-CPR intention and performance for other specific groups.
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Affiliation(s)
- Mingzhu Yang
- Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
- School of Nursing, Tongji University School of Medicine, Shanghai, 200092, China
| | - Junyang Song
- School of Nursing, Medical College of Soochow University, Suzhou, 215006, China
- School of Nursing & Midwifery, Trinity College Dublin, The University of Dublin, Dublin 2, Dublin, Ireland
| | - Yuanyuan Jin
- School of Nursing, Medical College of Soochow University, Suzhou, 215006, China.
| | - Youqing Peng
- School of Nursing, Tongji University School of Medicine, Shanghai, 200092, China.
- Department of Nursing, Tongji University Affiliated Shanghai Dongfang Hospital, Shanghai, 200120, China.
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Chen CY, Huang SK, Weng SJ, Chen YJ, Kang CW, Chiang WC, Liu SC, Pei-Chuan Huang E. Effectiveness of dispatcher-assisted cardiopulmonary resuscitation in private home versus public locations for out-of-hospital cardiac arrest patients - A retrospective cohort study. Resuscitation 2024; 205:110421. [PMID: 39481467 DOI: 10.1016/j.resuscitation.2024.110421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 10/25/2024] [Accepted: 10/27/2024] [Indexed: 11/02/2024]
Abstract
BACKGROUND Dispatcher-assisted cardiopulmonary resuscitation (DACPR) significantly improves the survival of out-of-hospital cardiac arrest (OHCA) patients. However, the effectiveness of DACPR may vary depending on the location of the cardiac arrest. This study compares DACPR outcomes in private homes versus public places. METHODS This retrospective cohort study included all OHCA incidents with emergency medical service (EMS) activation in Taichung City, Taiwan, from May 1, 2021, to April 30, 2022. Trained dispatch reviewers analyzed audio recordings of the included cases to extract DACPR indicators. The primary outcome was the number of successful chest compressions performed. Secondary outcomes included the proportion of OHCA recognition, call-to-chest compression time, call-to-OHCA recognition time, reasons for failure to identify OHCA, and reasons for failure to perform chest compressions or complete instructions. A subgroup analysis examined the caller-patient relationship in both locations. RESULTS The study included 1,160 OHCA patients, with 1,009 cases occurring in private homes and 151 in public places. Patients in public places were younger (60 vs 75 years), more often male (81.5 % vs 59.9 %), and had a higher rate of witnessed collapse compared to those in private homes (40.4 % vs 26.7 %, p < 0.001). Chest compressions were less frequently administered in public places (41.1 % vs 65.5 %, adjusted odds ratio [aOR]: 0.48 [0.31 to 0.75]). Public place cases had a lower proportion of OHCA recognition (51.9 % vs 76.9 %) and longer call-to-OHCA recognition times (108 vs 79 s) than those in private homes. Callers in public places more often encountered hazardous environments or physical barriers (16.4 % vs 8.3 %) and refused to execute instructions (11.0 % vs 4.1 %), but faced fewer emotional or psychological obstacles (0 % vs 8.3 %). Family members in private homes had a higher proportion of chest compressions (67.1 % vs 53.8 %, aOR: 1.81 [1.15 to 2.83]) and shorter times to chest compression (160 s vs 171 s, adjusted beta: -30 s [-55.6 to -6.3]) compared to non-family members. CONCLUSION This study demonstrated reduced DACPR effectiveness in public places compared to private homes, potentially influenced by caller factors, environmental conditions, and the caller-patient relationship. Developing location-specific strategies is essential to enhance DACPR effectiveness.
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Affiliation(s)
- Chih-Yu Chen
- Department of Emergency Medicine, Everan Hospital, Taichung, Taiwan; Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan; Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Shuo-Kuen Huang
- Department of Emergency Medicine, National Taiwan University Hospital, Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Shao-Jen Weng
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan; Healthcare Systems Consortium, Taichung, Taiwan.
| | - Yen-Ju Chen
- Department of Emergency Medicine, Asia University Hospital, Taichung, Taiwan
| | - Chao-Wei Kang
- Fire Bureau of Taichung City Government, Taichung, Taiwan
| | - Wen-Chu Chiang
- Department of Emergency Medicines, National Taiwan University Hospital, Yulin Branch, Yulin City, Taiwan
| | - Shih-Chia Liu
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan; Department of Nursing, Hungkuang University, Taichung, Taiwan
| | - Edward Pei-Chuan Huang
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan; Department of Emergency Medicine, National Taiwan University Hospital, Taipei City, Taiwan
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Zhao X, Zheng W, Ma Y, Hou Y, Zhu Y, Zheng J, Wang Q, Pan C, Zhang J, Wang C, Bian Y, Liu R, Cheng K, Ma J, Ong MEH, Xu F, Chen Y. Epidemiology, Process of Care, and Associated Outcomes of Pediatric Out-of-Hospital Cardiac Arrest in China: Results From a Prospective, Multicenter, Population-Based Registry. Crit Care Med 2024; 52:e604-e615. [PMID: 39637269 DOI: 10.1097/ccm.0000000000006436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
OBJECTIVES To comprehensively describe the incidence, process of care, outcomes, and variation among different age groups of pediatric out-of-hospital cardiac arrest (OHCA) in China. DESIGN The Baseline Investigation of Out-of-Hospital Cardiac Arrest (BASIC-OHCA) is a prospective, multicenter, population-based registry of emergency medical services (EMS)-assessed OHCA in China. SETTING A total of 25 monitoring sites of all seven geographical regions were included, covering a pediatric population (age ≤ 19) of around 22.3 million in China. PATIENTS Pediatric patients enrolled in BASIC-OHCA from August 2019 to December 2020 were included. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS A total of 1493 pediatric patients with EMS-assessed OHCA were enrolled, and resuscitation was attempted in 651 cases (43.6%). The crude incidence of EMS-assessed and EMS-treated OHCA was 5.5 (95% CI, 5.2-5.9) and 2.4 (95% CI, 2.2-2.6) per 100,000 pediatric population. Among 651 EMS-treated OHCA cases, 434 patients (66.7%) were male, and 353 (54.2%) had nonmedical causes (trauma, asphyxia, and drowning being the most common). There were 396 patients (60.8%) who collapsed at home, and the proportion of cases that occurred in public places such as streets and schools increased with age. There were 26 patients (4.0%) who had an initial shockable rhythm. For 626 non-EMS-witnessed patients, 152 patients (24.3%) received bystander cardiopulmonary resuscitation (CPR), 68 (10.9%) received dispatcher-assisted CPR, and 3 (0.5%) had automated external defibrillator applied. The survival to discharge or 30 days was 3.5% (23/651), and the favorable neurologic prognosis was 3.1% (20/651), with no differences among age groups. CONCLUSIONS This study provides the first national exploration of pediatric OHCA in China. The high proportion of nonmedical causes underscores the importance of preventing accidents in children. Gaps in the chain of survival and patient outcomes provide a focus for improving the treatment of pediatric OHCA in China and other developing countries.
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Affiliation(s)
- Xiangkai Zhao
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Wen Zheng
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Yu Ma
- Department of Intensive Care Unit, Chongqing University Central Hospital, Chongqing Key Laboratory of Emergency Medicine, Chongqing Emergency Medical Center, Chongqing, China
| | - Yaping Hou
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Yimin Zhu
- Department of Emergency Medicine, Hunan Provincial Institute of Emergency Medicine, Hunan Provincial Key Laboratory of Emergency and Critical Care Metabonomics, Hunan Provincial People's Hospital/The First Affiliated Hospital, Hunan Normal University, Changsha, China
| | - Jiaqi Zheng
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Quan Wang
- Pediatric Intensive Care Unit, Beijing Children's Hospital, Capital Medical University, National Children's Medical Center, Beijing, China
| | - Chang Pan
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Jianbo Zhang
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Chunyi Wang
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Yuan Bian
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Rugang Liu
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Kai Cheng
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Jingjing Ma
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | | | - Feng Xu
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
| | - Yuguo Chen
- Department of Emergency Medicine, Chest Pain Center, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, Institute of Emergency and Critical Care Medicine of Shandong University, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Emergency and Critical Care Medicine of Shandong Province, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Shandong Province, Shandong Provincial Engineering Laboratory for Emergency and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China
- The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health and Chinese Academy of Medical Sciences, The State and Shandong Province Joint Key Laboratory of Translational Cardiovascular Medicine, Qilu Hospital, Shandong University, Jinan, China
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Yang C, Ng C, Huang H, Chien L, Wang M, Chen C, Tsai L, Huang C, Tseng H, Chien C. Intraosseous and Intravenous Epinephrine Administration Routes in Out-of-Hospital Cardiac Arrest: Survival and Neurologic Outcomes. J Am Heart Assoc 2024; 13:e036739. [PMID: 39494572 PMCID: PMC11935680 DOI: 10.1161/jaha.124.036739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 10/07/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND The rate of survival after out-of-hospital cardiac arrest varies depending on the timeliness and effectiveness of prehospital interventions. This study was conducted to compare out-of-hospital cardiac arrest outcomes between intravenous and intraosseous routes and between upper and lower extremity routes for drug administration. METHODS AND RESULTS We retrospectively analyzed data (collected using the Utstein template) from 1220 patients who had experienced out-of-hospital cardiac arrest in Taiwan's Taoyuan City between January 2021 and August 2023. The patients were stratified into intravenous and intraosseous groups by treatment approach and upper and lower extremity access groups by access site. The study outcomes were survival to discharge, favorable neurologic outcomes (Cerebral Performance Category score 1 or 2), and survival for >2 hours. The study groups were statistically compared before and after propensity score matching. Significant pre-propensity score matching differences were observed between intravenous and intraosseous groups, and the aforementioned study outcomes were better in the intravenous group than in the intraosseous group. However, the between-group differences became nonsignificant after propensity score matching. Furthermore, lower extremity access and delayed epinephrine administration were associated with worse outcomes. Survival rates fell below 12.6% when time to treatment exceeded 15 minutes, particularly in the cases of intraosseous access and lower extremity access. CONCLUSIONS This study highlights the benefits of early intervention and upper extremity access for drug administration in patients with out-of-hospital cardiac arrest. Intraosseous access may serve as a viable alternative to intravenous access. Timely administration of essential drugs during resuscitation can improve clinical outcomes and thus has implications for emergency medical service training.
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Affiliation(s)
- Cheng‐Han Yang
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
- Department of Emergency MedicineChang Gung Memorial Hospital Taipei BranchTaipeiTaiwan
| | - Chip‐Jin Ng
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
- Department of Emergency MedicineChang Gung Memorial Hospital Taipei BranchTaipeiTaiwan
| | - Hsiu‐Ling Huang
- Department of Senior Service Industry ManagementMinghsin University of Science and TechnologyHsinchuTaiwan
| | - Liang‐Tien Chien
- Graduate Institute of Management, College of Management, Chang Gung UniversityTaoyuanTaiwan
- Department of Senior Service Industry ManagementMinghsin University of Science and Taoyuan Fire DepartmentTaoyuanTaiwan
| | - Ming‐Fang Wang
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
| | - Chen‐Bin Chen
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
- Department of Emergency MedicineNew Taipei Municipal Tu Cheng Hospital and Chang Gung UniversityNew Taipei CityTaiwan
| | - Li‐Heng Tsai
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
| | - Chien‐Hsiung Huang
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
- Graduate Institute of Management, College of Management, Chang Gung UniversityTaoyuanTaiwan
- Department of Emergency MedicineNew Taipei City HospitalNew Taipei CityTaiwan
| | - Hsiao‐Jung Tseng
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
| | - Cheng‐Yu Chien
- Department of Emergency MedicineChang Gung Memorial Hospital, Linkou and College of Medicine, Chang Gung UniversityTaoyuanTaiwan
- Graduate Institute of Management, College of Management, Chang Gung UniversityTaoyuanTaiwan
- Department of Emergency MedicineTon‐Yen General HospitalZhubeiTaiwan
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan UniversityTaipeiTaiwan
- Department of NursingChang Gung University of Science and TechnologyTaoyuanTaiwan
- Department of Senior Service Industry ManagementMinghsin University of Science and TechnologyHsinchuTaiwan
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20
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Mo C, Wang S, Li X, Li F, Jin C, Bai B, Pei H, Zheng J, Liang F. Benzodiazepine use and incident risk of sudden cardiac arrest in patients with cardiovascular diseases. Sci Prog 2024; 107:368504241295325. [PMID: 39492194 PMCID: PMC11536653 DOI: 10.1177/00368504241295325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2024]
Abstract
BACKGROUND Benzodiazepines (BZDs) are commonly prescribed as adjunctive drugs for patients with cardiovascular diseases (CVDs), particularly those who experience anxiety or insomnia. However, the relationship between the use of BZDs and incident risk of sudden cardiac arrest (SCA) has not been well investigated. In this study, we aimed to examine the association between the use of BZDs and the incident risk of SCA among patients with CVD. METHOD In this retrospective cohort study, a total of 74,715 eligible patients with new-onset CVD as a primary cause of hospitalization between July 2016 and August 2022 were included from the health information platform in Shenzhen, China. Among them, 61,761 BZD non-initiators were identified and matched to 12,954 BZD initiators by propensity score at a maximum ratio of 5:1. Propensity score-matched Cox proportional hazard models were used to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS Over a 12-month follow-up period, 29 (2.24 per 1000 person-years) and 137 (2.22 per 1000 person-years) SCA cases occurred among propensity score-matched BZD initiators and non-initiators, respectively. Patients who initiated BZD treatment were associated with a 101% increased risk of SCA incidence compared with patients without BZD treatment (adjusted HR: 2.01, 95% CI: 1.42, 2.83). Furthermore, compared with the non-use (0 defined daily dose, DDD), the adjusted HR was 1.43 (95% CI: 1.32, 1.56) for the BZD consumption of ≤1 DDD and 2.58 (95% CI: 2.37, 2.81) for the BZD consumption of >1 DDD (P for trend < 0.001) within a 12-month follow-up period. CONCLUSION This study provides evidence that BZD initiation may be associated with an increased incident risk of SCA in patients with CVD. Our finding highlights the importance of cautious prescribing BZDs in the health management of patients with CVD.
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Affiliation(s)
- Chunbao Mo
- School of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Cardiovascular Health and Precision Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Shuang Wang
- Shenzhen Health Development Research and Data Management Center, Shenzhen, China
| | - Xia Li
- School of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Cardiovascular Health and Precision Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Furong Li
- School of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Cardiovascular Health and Precision Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Cheng Jin
- School of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Cardiovascular Health and Precision Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Bo Bai
- School of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Cardiovascular Health and Precision Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Haolong Pei
- School of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Cardiovascular Health and Precision Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Jing Zheng
- Shenzhen Health Development Research and Data Management Center, Shenzhen, China
| | - Fengchao Liang
- School of Public Health and Emergency Management, School of Medicine, Southern University of Science and Technology, Shenzhen, China
- Shenzhen Key Laboratory of Cardiovascular Health and Precision Medicine, Southern University of Science and Technology, Shenzhen, China
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Awad E, Farhat H, Shami R, Gholami N, Mortada B, Rumbolt N, Azizurrahman A, Arabi AR, Alinier G. Incidence, characteristics, and prehospital outcomes of out-of-hospital cardiac arrest in Qatar: a nationwide gender-based investigation. Int J Emerg Med 2024; 17:105. [PMID: 39223459 PMCID: PMC11367972 DOI: 10.1186/s12245-024-00679-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 04/02/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Research on incidence and characteristics of Out-of-Hospital Cardiac Arrest (OHCA) in the Middle East is limited. We assessed the incidence, prehospital characteristics, and outcomes of OHCA in Qatar, a Middle Eastern country. Subsequently, we performed gender-specific analysis. METHODS This was a retrospective examination of data obtained from the OHCA registry at Hamad Medical Corporation (HMC) in Qatar from 2017 to 2022. We included adults, non-traumatic, EMS-treatment OHCA. We calculated the incidence of adult OHCA and conducted descriptive analyses for prehospital characteristics, and prehospital outcomes presented by return of spontaneous circulation (ROSC). We evaluated gender differences in prehospital characteristics and ROSC using Student's t-test and the Chi-Square test as appropriate. Furthermore, we conducted a multivariable logistic regression analysis to investigate the correlation between gender and achieving ROSC. RESULTS We included 4,306 adult OHCA patients, with 869 (20.2%) being females. The mean annual incidence of adult OHCA was 27.4 per 100,000 population-year. Males had a higher annual incidence of OHCA than females. Among all cases, 36.3% occurred in a public location, 25.8% had an initial shockable rhythm, and 28.8% achieved ROSC. Males had a higher proportion of bystander CPR, arrests in public locations, and initial shockable rhythms. While unadjusted analysis showed no significant gender differences in achieving ROSC, adjusted analysis revealed that male gender was associated with higher odds of achieving ROSC (adjusted OR male vs. female 1.38, 95% CI 1.15-1.66, p < 0.001). CONCLUSIONS Approximately 720 adults undergo non-traumatic OHCA in Qatar every year, with a higher incidence observed in males. Male gender was associated with higher odds of achieving ROSC. Further gender-specific research in OHCA intervention and outcome in the Middle East is required.
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Affiliation(s)
- Emad Awad
- Dept of Emergency Medicine, School of Medicine, University of Utah, Salt Lake City, UT, USA
- College of Health Science, University of Doha for Science and Technology, Doha, Qatar
- Department of Emergency Medicine, University of British Columbia, Vancouver, Canada
| | - Hassan Farhat
- Hamad Medical Corporation Ambulance Service (HMCAS), Hamad Medical Corporation, Doha, Qatar
- Faculty of Medicine "Ibn El Jazzar", University of Sousse, Sousse, Tunisia
| | - Rakan Shami
- College of Health Science, University of Doha for Science and Technology, Doha, Qatar
| | - Nooreh Gholami
- College of Health Science, University of Doha for Science and Technology, Doha, Qatar
| | - Bothina Mortada
- College of Health Science, University of Doha for Science and Technology, Doha, Qatar
| | - Niki Rumbolt
- College of Health Science, University of Doha for Science and Technology, Doha, Qatar
| | - Adnaan Azizurrahman
- College of Health Science, University of Doha for Science and Technology, Doha, Qatar
| | | | - Guillaume Alinier
- Hamad Medical Corporation Ambulance Service (HMCAS), Hamad Medical Corporation, Doha, Qatar.
- Weill Cornell Medicine - Qatar, Doha, Qatar.
- School of Health and Social Work, University of Hertfordshire, Hatfield, UK.
- Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, UK.
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22
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Hayashi M, Iwasaki Y. Addressing out-of-hospital cardiac arrest with current technology advances: Breaking the deadlock with a mobile network. J Arrhythm 2024; 40:753-766. [PMID: 39139868 PMCID: PMC11317685 DOI: 10.1002/joa3.13103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 06/11/2024] [Accepted: 06/14/2024] [Indexed: 08/15/2024] Open
Abstract
Out-of-hospital cardiac arrest (OHCA) is a global public health problem, with survival rates remaining low at around 10% or less despite widespread cardiopulmonary resuscitation (CPR) training and availability of automated external defibrillators (AEDs). This is partly due to the challenges of knowing when and where a sudden OHCA occurs and where the nearest AED is located. In response, countries around the world have begun to use network technology-based smartphone applications. These applications are activated by emergency medical service dispatchers and alert preregistered volunteer first responders (VFRs) to nearby OHCAs using Global Positioning System localization. Accumulating evidence, although mostly from observational studies, shows their effectiveness in increasing the rate of bystander CPR, defibrillation, and patient survival. Current guidelines recommend the use of these VFR alerting systems, and the results of ongoing randomized trials are awaited for further dissemination. This article also proposed the concept of a life-saving mobile network (LMN), which uses opportunistic network and wireless sensor network technologies to create a dynamic mesh network of potential victims, rescuers, and defibrillators. The LMN works by detecting a fatal arrhythmia with a wearable sensor device, localizing the victim and the nearest AED with nearby smartphones, and notifying VFRs through peer-to-peer communication. While there are challenges and limitations to implementing the LMN in society, this innovative network technology would reduce the tragedy of sudden cardiac death from OHCA.
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Affiliation(s)
- Meiso Hayashi
- Humanities and Social Sciences 2College of Arts and Sciences, The University of TokyoTokyoJapan
- Department of Cardiovascular MedicineNippon Medical SchoolTokyoJapan
| | - Yu‐ki Iwasaki
- Department of Cardiovascular MedicineNippon Medical SchoolTokyoJapan
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23
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Sun R, Wang Y, Wu Q, Wang S, Liu X, Wang P, He Y, Zheng H. Effectiveness of virtual and augmented reality for cardiopulmonary resuscitation training: a systematic review and meta-analysis. BMC MEDICAL EDUCATION 2024; 24:730. [PMID: 38970090 PMCID: PMC11227211 DOI: 10.1186/s12909-024-05720-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 06/27/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND Virtual reality (VR) and augmented reality (AR) are emerging technologies that can be used for cardiopulmonary resuscitation (CPR) training. Compared to traditional face-to-face training, VR/AR-based training has the potential to reach a wider audience, but there is debate regarding its effectiveness in improving CPR quality. Therefore, we conducted a meta-analysis to assess the effectiveness of VR/AR training compared with face-to-face training. METHODS We searched PubMed, Embase, Cochrane Library, Web of Science, CINAHL, China National Knowledge Infrastructure, and Wanfang databases from the inception of these databases up until December 1, 2023, for randomized controlled trials (RCTs) comparing VR- and AR-based CPR training to traditional face-to-face training. Cochrane's tool for assessing bias in RCTs was used to assess the methodological quality of the included studies. We pooled the data using a random-effects model with Review Manager 5.4, and assessed publication bias with Stata 11.0. RESULTS Nine RCTs (involving 855 participants) were included, of which three were of low risk of bias. Meta-analyses showed no significant differences between VR/AR-based CPR training and face-to-face CPR training in terms of chest compression depth (mean difference [MD], -0.66 mm; 95% confidence interval [CI], -6.34 to 5.02 mm; P = 0.82), chest compression rate (MD, 3.60 compressions per minute; 95% CI, -1.21 to 8.41 compressions per minute; P = 0.14), overall CPR performance score (standardized mean difference, -0.05; 95% CI, -0.93 to 0.83; P = 0.91), as well as the proportion of participants meeting CPR depth criteria (risk ratio [RR], 0.79; 95% CI, 0.53 to 1.18; P = 0.26) and rate criteria (RR, 0.99; 95% CI, 0.72 to 1.35; P = 0.93). The Egger regression test showed no evidence of publication bias. CONCLUSIONS Our study showed evidence that VR/AR-based training was as effective as traditional face-to-face CPR training. Nevertheless, there was substantial heterogeneity among the included studies, which reduced confidence in the findings. Future studies need to establish standardized VR/AR-based CPR training protocols, evaluate the cost-effectiveness of this approach, and assess its impact on actual CPR performance in real-life scenarios and patient outcomes. TRIAL REGISTRATION CRD42023482286.
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Affiliation(s)
- Rao Sun
- Department of Anesthesiology and Pain Medicine, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yixuan Wang
- School of Public Administration, Hubei University, Wuhan, China
| | - Qingya Wu
- Department of Anesthesiology and Pain Medicine, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shuo Wang
- Department of Anesthesiology and Pain Medicine, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xuan Liu
- Department of Anesthesiology and Pain Medicine, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Pei Wang
- Department of Anesthesiology and Pain Medicine, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuqin He
- Department of Anesthesiology and Pain Medicine, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hua Zheng
- Department of Anesthesiology and Pain Medicine, Hubei Key Laboratory of Geriatric Anesthesia and Perioperative Brain Health, and Wuhan Clinical Research Center for Geriatric Anesthesia, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
- Department of Anesthesiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, China.
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24
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Dong X, Zhang L, Wang Z, Zheng ZJ. Implementation of basic life support education for the lay public in China: barriers, enablers, and possible solutions. Front Public Health 2024; 12:1390819. [PMID: 38993705 PMCID: PMC11236690 DOI: 10.3389/fpubh.2024.1390819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 06/14/2024] [Indexed: 07/13/2024] Open
Abstract
Background Education for the lay public in basic life support (BLS) is critical for increasing bystander cardiopulmonary resuscitation (CPR) rates and improving survival from out-of-hospital cardiac arrest (OHCA). Despite years of implementation, the BLS training rate in China has remained modest. The aim of this study was to investigate the factors influencing the implementation of BLS training programs in emergency medical service (EMS) centers in China and to identify specific barriers and enablers. Methods Qualitative interviews were conducted with key informants from 40 EMS centers in Chinese cities. The participants included 11 directors/deputy directors, 24 training department leaders, and 5 senior trainers. The interview guide was based on the Exploration, Preparation, Implementation, Sustainment (EPIS) framework. Thematic content analysis was used to identify themes and patterns across the interviews. Results We identified 16 factors influencing the implementation of BLS training programs encompassing the outer content, inner context, innovation and bridging factors. Some factors acted as either barriers or enablers at different EPIS stages. The main implementation barriers included limited external leadership, insufficient government investment, low public awareness, a shortage of trainers, an absence of incentives, an absence of authoritative courses and guidelines, a lack of qualification to issue certificates, limited academic involvement, and insufficient publicity. The main enablers were found to be supportive government leaders, strong public demand, adequate resources, program champions, available high-quality courses of high fitness within the local context, the involvement of diverse institutions, and effective publicity and promotion. Conclusion Our findings emphasize the diversity of stakeholders, the complexity of implementation, and the need for localization and co-construction when conducting BLS training for lay public in city EMS centers. Improvements can be made at the national level, city level, and EMS institutional level to boost priority and awareness, promote legislation and policies, raise sustainable resources, and enhance the technology of BLS courses.
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Affiliation(s)
- Xuejie Dong
- Department of Global Health, School of Public Health, Peking University, Beijing, China
| | - Lin Zhang
- School of Public Health, Shanghai Jiao Tong University, Shanghai, China
| | - Zongbin Wang
- Department of Global Health, School of Public Health, Peking University, Beijing, China
| | - Zhi-jie Zheng
- Department of Global Health, School of Public Health, Peking University, Beijing, China
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Zheng W, Zheng J, Wang C, Pan C, Zhang J, Liu R, Bian Y, Ma J, Cheng K, Xu F, Chen Y. The development history, current state, challenges, and future directions of the BASIC-OHCA registry in China: A narrative review. Resusc Plus 2024; 18:100588. [PMID: 38439934 PMCID: PMC10909623 DOI: 10.1016/j.resplu.2024.100588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024] Open
Abstract
Out-of-hospital cardiac arrest is a major public health problem worldwide due to its high burden and poor outcomes. Despite progress in treatment, patient outcomes remain unsatisfactory, particularly in low-resource settings. The establishment of a registry is the first step towards gaining a comprehensive understanding of prevailing local conditions and identifying potential opportunities for improving patient survival. Here, we provide a narrative review of the BASeline Investigation of Out-of-hospital Cardiac Arrest (BASIC-OHCA), the first national OHCA registry in China, to introduce its development history, current state, challenges and future directions. We aim to enhance cross-cultural understanding by providing insights from China, while also serving as a reference for the implementation of large-scale registries in low-resource settings.
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Affiliation(s)
| | | | - Chunyi Wang
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Chang Pan
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Jianbo Zhang
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Rugang Liu
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Yuan Bian
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Jingjing Ma
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Kai Cheng
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Feng Xu
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - Yuguo Chen
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
| | - On behalf of the BASIC-OHCA Coordinators and Investigators
- Department of Emergency Medicine, Shandong Provincial Clinical Research Center for Emergency and Critical Care Medicine, and The Key Laboratory of Cardiovascular Remodeling and Function Research, Chinese Ministry of Education, Chinese Ministry of Health, and Chinese Academy of Medical Sciences, Qilu Hospital of Shandong University, Jinan, China
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Liu B, Li M, Wang J, Zhang F, Wang F, Jin C, Li J, Wang Y, Sanderson TH, Zhang R. The role of magnesium in cardiac arrest. Front Nutr 2024; 11:1387268. [PMID: 38812935 PMCID: PMC11133868 DOI: 10.3389/fnut.2024.1387268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 04/22/2024] [Indexed: 05/31/2024] Open
Abstract
Cardiac arrest is a leading cause of death globally. Only 25.8% of in-hospital and 33.5% of out-of-hospital individuals who achieve spontaneous circulation following cardiac arrest survive to leave the hospital. Respiratory failure and acute coronary syndrome are the two most common etiologies of cardiac arrest. Effort has been made to improve the outcomes of individuals resuscitated from cardiac arrest. Magnesium is an ion that is critical to the function of all cells and organs. It is often overlooked in everyday clinical practice. At present, there have only been a small number of reviews discussing the role of magnesium in cardiac arrest. In this review, for the first time, we provide a comprehensive overview of magnesium research in cardiac arrest focusing on the effects of magnesium on the occurrence and prognosis of cardiac arrest, as well as in the two main diseases causing cardiac arrest, respiratory failure and acute coronary syndrome. The current findings support the view that magnesium disorder is associated with increased risk of cardiac arrest as well as respiratory failure and acute coronary syndrome.
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Affiliation(s)
- Baoshan Liu
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
| | - Muyuan Li
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
| | - Jian Wang
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
| | - Fengli Zhang
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
| | - Fangze Wang
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
| | - Caicai Jin
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
| | - Jiayi Li
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
| | - Yanran Wang
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- School of Anesthesiology, Shandong Second Medical University, Weifang, China
| | - Thomas Hudson Sanderson
- Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Rui Zhang
- School of Clinical Medicine, Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
- Department of Cardiology, Key Laboratory of Cardiopulmonary-Cerebral Resuscitation Research of Weifang, The First Affiliated Hospital of Shandong Second Medical University, Weifang People’s Hospital, Weifang, China
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Randjelovic S, Nikolovski S, Selakovic D, Sreckovic M, Rosic S, Rosic G, Raffay V. Time Is Life: Golden Ten Minutes on Scene-EuReCa_Serbia 2014-2023. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:624. [PMID: 38674270 PMCID: PMC11051783 DOI: 10.3390/medicina60040624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 03/18/2024] [Accepted: 03/23/2024] [Indexed: 04/28/2024]
Abstract
Background and Objectives: This study analyzed the frequency of factors influencing the course and outcomes of out-of-hospital cardiac arrest (OHCA) in Serbia and the prediction of pre-hospital outcomes and survival. Materials and Methods: Data were collected during the period from 1 October 2014, to 31 September 2023, according to the protocol of the EuReCa_One study (clinical trial ID number NCT02236819). Results: Overall 9303 OHCA events were registered with a median age of 71 (IQR 61-81) years and 59.7% of them being males. The annual OHCA incidence was 85.60 ± 20.73/100,000. Within all bystander-witnessed cases, bystander-initiated cardiopulmonary resuscitation in 15.3%. Within the resuscitation-initiated group, return-of-spontaneous circulation (ROSC) on scene (any ROSC) was present in 1037/4053 cases (25.6%) and ROSC on admission to the nearest hospital in 792/4053 cases (19.5%), while 201/4053 patients survived to hospital discharge (5.0%). Predictive potential on pre-hospital outcomes was shown by several factors. Also, of all patients having any ROSC, 89.2% were admitted to the hospital alive. The probability of any ROSC dropped below 50% after 17 min passed after the emergency call and 10 min after the EMS scene arrival. These time intervals were significantly associated with survival to hospital discharge (p < 0.001). Five-minute time intervals between both emergency calls and any ROSC and EMS scene arrival and any ROSC also had a significant predictive potential for survival to hospital discharge (p < 0.001, HR 1.573, 95% CI 1.303-1.899 and p = 0.017, HR 1.184, 95% CI 1.030-1.361, respectively). Conclusions: A 10-min time on scene to any ROSC is a crucial time-related factor for achieving any ROSC, and indirectly admission ROSC and survival to hospital discharge, and represents a golden time interval spent on scene in the management of OHCA patients. A similar effect has a time interval of 17 min from an emergency call. Further investigations should be focused on factors influencing these time intervals, especially time spent on scene.
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Affiliation(s)
- Suzana Randjelovic
- Department of Emergency Medicine, University Clinical Center Kragujevac, 34000 Kragujevac, Serbia;
| | - Srdjan Nikolovski
- Health Sciences Campus, Loyola University Chicago, Maywood, IL 60153, USA
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Dragica Selakovic
- Department of Physiology, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia; (D.S.); (G.R.)
| | - Miodrag Sreckovic
- Department of Internal Medicine, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia;
- Clinic of Cardiology, University Clinical Center Kragujevac, 34000 Kragujevac, Serbia
| | - Sara Rosic
- Department of Physiology, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia; (D.S.); (G.R.)
| | - Gvozden Rosic
- Department of Physiology, Faculty of Medical Sciences, University of Kragujevac, 34000 Kragujevac, Serbia; (D.S.); (G.R.)
| | - Violetta Raffay
- Department of Medicine, School of Medicine, European University Cyprus, 2404 Nicosia, Cyprus;
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Li S, Qin C, Zhang H, Maimaitiming M, Shi J, Feng Y, Huang K, Bi Y, Wang M, Zhou Q, Jin Y, Zheng ZJ. Survival After Out-of-Hospital Cardiac Arrest Before and After Legislation for Bystander CPR. JAMA Netw Open 2024; 7:e247909. [PMID: 38669021 PMCID: PMC11053379 DOI: 10.1001/jamanetworkopen.2024.7909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 02/23/2024] [Indexed: 04/29/2024] Open
Abstract
Importance The lack of evidence-based implementation strategies is a major contributor to increasing mortality due to out-of-hospital cardiac arrest (OHCA) in developing countries with limited resources. Objective To evaluate whether the implementation of legislation is associated with increased bystander cardiopulmonary resuscitation (CPR) and automated external defibrillator (AED) use and improved clinical outcomes for patients experiencing OHCA and to provide policy implications for low-income and middle-income settings. Design, Setting, and Participants This observational cohort study analyzed a prospective city registry of patients with bystander-witnessed OHCA between January 1, 2010, and December 31, 2022. The Emergency Medical Aid Act was implemented in Shenzhen, China, on October 1, 2018. An interrupted time-series analysis was used to assess changes in outcomes before and after the law. Data analysis was performed from May to October 2023. Exposure The Emergency Medical Aid Act stipulated the use of AEDs and CPR training for the public and provided clear legal guidance for OHCA rescuing. Main Outcomes and Measures The primary outcomes were rates of bystander-initiated CPR and use of AEDs. Secondary outcomes were rates of prehospital return of spontaneous circulation (ROSC), survival to arrival at the hospital, and survival at discharge. Results A total of 13 751 patients with OHCA (median [IQR] age, 59 [43-76] years; 10 011 men [72.83%]) were included, with 7858 OHCAs occurring during the prelegislation period (January 1, 2010, to September 30, 2018) and 5893 OHCAs occurring during the postlegislation period (October 1, 2018, to December 31, 2022). The rates of bystander-initiated CPR (320 patients [4.10%] vs 1103 patients [18.73%]) and AED use (214 patients [4.12%] vs 182 patients [5.29%]) increased significantly after legislation implementation vs rates before the legislation. Rates of prehospital ROSC (72 patients [0.92%] vs 425 patients [7.21%]), survival to arrival at the hospital (68 patients [0.87%] vs 321 patients [5.45%]), and survival at discharge (44 patients [0.56%] vs 165 patients [2.80%]) were significantly increased during the postlegislation period. Interrupted time-series models demonstrated a significant slope change in the rates of all outcomes. Conclusions and Relevance These findings suggest that implementation of the Emergency Medical Aid Act in China was associated with increased rates of CPR and public AED use and improved survival of patients with OHCA. The use of a systemwide approach to enact resuscitation initiatives and provide legal support may reduce the burden of OHCA in low-income and middle-income settings.
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Affiliation(s)
- Siwen Li
- Shenzhen Center for Prehospital Care, Futian District, Shenzhen, China
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - Chongzhen Qin
- Shenzhen Center for Prehospital Care, Futian District, Shenzhen, China
| | - Hongjuan Zhang
- Shenzhen Center for Prehospital Care, Futian District, Shenzhen, China
| | - Mailikezhati Maimaitiming
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - Junyi Shi
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - YiKai Feng
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - Kepei Huang
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - Yanxin Bi
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - Minmin Wang
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - Qiang Zhou
- Shenzhen Center for Prehospital Care, Futian District, Shenzhen, China
| | - Yinzi Jin
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
| | - Zhi-Jie Zheng
- Department of Global Health, School of Public Health, Peking University, Beijing, China
- Institute for Global Health and Development, Peking University, Beijing, China
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Pu Y, Yang G, Chai X. Racial and ethnic disparities in bystander resuscitation for out-of-hospital cardiac arrests. Heart Lung 2024; 64:100-106. [PMID: 38071862 DOI: 10.1016/j.hrtlng.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 11/22/2023] [Accepted: 12/03/2023] [Indexed: 03/18/2024]
Abstract
INTRODUCTION Bystander-provided cardiopulmonary resuscitation (CRP) influences the survival rates of out-of-hospital cardiac arrests (OHCAs). Disparities on bystander resuscitation measures between Black, Hispanic, Asians and Non-Hispanic White OHCAs is unclear. Examining racial and ethnic differences in bystander resuscitations is essential to better target interventions. METHODS 15,542 witnessed OHCAs were identified between April 1, 2011, and June 30, 2015 using the Resuscitation Outcomes Consortium Epidemiologic Registry 3, a multi-center, controlled trial about OHCAs in the United States and Canada. Multivariable logistic regression model was used to analyze the differences in bystander resuscitation (bystander CRP [B-CPR], CPR plus ventilation, automated external defibrillators/defibrillator application [B-AED/D], or delivery of shocks) and clinical outcomes (death at the scene or en route, return of spontaneous circulation upon first arrival at the emergency department [ROSC-ED], survival until ED discharge [S-ED], survival until hospital discharge [S-HOS], and favorable neurological outcome at discharge) between Black, Hispanic, or Asian victims and Non-Hispanic White victims. RESULTS Compared to OHCA victims in Non-Hispanic Whites, Black, Hispanic, and Asians were less likely to receive B-CPR (adjusted OR: 0.79; 95 % CI: 0.63-0.99), and B-AED/D (adjusted OR: 0.80; 95 % CI: 0.65-0.98) in public locations. And, Black, Hispanic, and Asian OHCAs were less likely to receive bystander resuscitation in street/highway locations and public buildings, and less likely to have better clinical outcomes, including ROSC-ED, S-ED and S-HOS. CONCLUSION Black, Hispanic and Asian victims with witnessed OHCAs are less likely to receive bystander resuscitation and more likely to get worse outcomes than Non-Hispanic White victims.
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Affiliation(s)
- Yuting Pu
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Guifang Yang
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiangping Chai
- Department of Emergency Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China; Emergency Medicine and Difficult Disease Institute, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.
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