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Barfar E, Raei B, Daneshi S, Bagher Barahouei F, Hushmandi K. The burden of COVID-19 based on disability-adjusted life years: a systematic review of available evidence. Front Public Health 2025; 13:1401726. [PMID: 40066002 PMCID: PMC11891345 DOI: 10.3389/fpubh.2025.1401726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 01/09/2025] [Indexed: 05/13/2025] Open
Abstract
Background The present study tries to evaluate and summarize the available evidence to provide insights into the COVID-19 burden worldwide using disability-adjusted life years (DALYs) and compare the level of damage across countries during this pandemic. Method We conducted a systematic review following the preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines to investigate the global burden of COVID-19. Studies were identified through searches conducted on Ovid Medline, Cochrane, Science Direct, Scopus, and PubMed databases as well as, the Google Scholar search engine. All stages of the search, study selection, qualitative assessment, and data extraction were carried out by two authors separately. Any disagreement among reviewers was resolved by discussion. Results The total DALYs incurred by COVID-19 varied widely among nations, with rates per 100,000 population ranging from approximately 5 in Korea to 5,363 in the US. Deaths due to COVID-19 could substantially impact years of life lost (YLLs), emerging as a major contributing factor to DALYs. Furthermore, unlike in high-income countries, a significant proportion of YLLs in low- and middle-income countries is associated with individuals dying at younger ages. Years lived with disability (YLDs) were also identified as a minor contributing factor to DALY estimates associated with COVID-19. Conclusion Our findings from this investigation provide valuable insights into the impacts of COVID-19 on global health that may be an important basis for assessing its global burden, facilitating international comparisons, and allocating efforts to manage the epidemic. However, challenges persist in identifying and quantifying the economic costs and non-health effects of the event on an international scale.
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Affiliation(s)
- Eshagh Barfar
- Health Promotion Research Center, Zahedan University of Medical Sciences, Zahedan, Iran
| | - Behzad Raei
- Department of Health, Safety, and Environment Management, School of Public Health, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Salman Daneshi
- Department of Public Health, School of Health, Jiroft University of Medical Sciences, Jiroft, Iran
| | - Fatemeh Bagher Barahouei
- M.Sc. of Health Care Management, Health Technology Assessment Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Kiavash Hushmandi
- Nephrology and Urology Research Center, Clinical Sciences Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
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Tang X, Sun S, Memedi M, Hiyoshi A, Montgomery S, Cao Y. Cost-effectiveness of preventive COVID-19 interventions: a systematic review and network meta-analysis of comparative economic evaluation studies based on real-world data. J Glob Health 2025; 15:04017. [PMID: 39977668 PMCID: PMC11842005 DOI: 10.7189/jogh.15.04017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2025] Open
Abstract
Background There is a knowledge gap regarding the effectiveness and utility of various preventive interventions during the COVID-19 pandemic. In this study, we aimed to evaluate the cost-effectiveness of various COVID-19 preventive interventions, including non-medical interventions (NMIs) and vaccination programs, using real-world data across different demographic and socioeconomic contexts worldwide. Methods We searched Medline, Cochrane Library, Embase, and Web of Science Core Collection from December 2019 to March 2024. We identified 75 studies which compared 34 COVID-19 preventive interventions. We conducted a network meta-analysis to assess the incremental net benefits (INB) of these interventions from both societal and health care system perspectives. We adjusted purchasing power parity (PPP) and standardised willingness to pay (WTP) to enhance the comparability of cost-effectiveness across different economic levels. We performed sensitivity and subgroup analyses to examine the robustness of the results. Results Movement restrictions and expanding testing emerged as the most cost-effective strategies from a societal perspective, with WTP-standardised INB values of USD 21 050 and USD 11 144. In contrast, combinations of NMIs with vaccination were less cost-effective, particularly in high-income regions. From a health care system perspective, vaccination plus distancing and test, trace, and isolate strategy were highly cost-effective, while masking requirements were less economically viable. The effectiveness of interventions varied significantly across different economic contexts, underlining the necessity for region-specific strategies. Conclusions In this study, we highlight significant variations in the cost-effectiveness of COVID-19 preventive interventions. Tailoring strategies to specific regional economic and infrastructural conditions is crucial. Continuous evaluation and adaptation of these strategies are essential for effective management of ongoing and future public health threats. Registration PROSPERO: CRD42023385169.
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Affiliation(s)
- Xiaoyu Tang
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Sun Sun
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Mevludin Memedi
- Centre for Empirical Research on Information Systems, Örebro University School of Business, Örebro, Sweden
- College of Business, Alfaisal University, Riyadh, Saudi Arabia
| | - Ayako Hiyoshi
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Scott Montgomery
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institute, Stockholm, Sweden
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Unit of Integrative Epidemiology, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
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Guo Y, Yang D, Cao Y, Ding X, Chen L, Huo B, Li Y. Influence of COVID-19 public health restrictions on community-acquired pneumonia pathogens in children in Henan, China: a multicenter retrospective study. BMC Infect Dis 2024; 24:1381. [PMID: 39627713 PMCID: PMC11616279 DOI: 10.1186/s12879-024-10268-5] [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: 09/12/2024] [Accepted: 11/25/2024] [Indexed: 12/06/2024] Open
Abstract
OBJECTIVE To investigate the distribution of pathogens and epidemiological changes in children hospitalized with community-acquired pneumonia (CAP) during and after the COVID-19 pandemic public health restrictive measures. aiming to provide a foundation for clinical diagnosis, treatment, and policy formulation. METHODS This multicenter retrospective study spanned January 2019 to December 2023. The study included 78,256 children hospitalized for CAP in four hospitals in Henan, China, among which 27,580 cases (35.2%) were tested for pathogens using multiplex real-time fluorescent polymerase chain reaction (PCR). The pathogens detected include Streptococcus pneumoniae (SP), Staphylococcus aureus (SA), Haemophilus influenzae (HI), respiratory syncytial virus (RSV), influenza A virus (Flu A), influenza B virus (Flu B), and Mycoplasma pneumoniae (MP). RESULTS Pathogens were identified in 18,690 of the 27,580 children, resulting in a 67.8% positive detection rate. Of these cases, 15,105 (54.8%) were single pathogen infections and 3,585 (13%) were mixed pathogen infections. The pathogen positivity rate was lowest in the first year of the COVID-19 pandemic (2020), at 54.7%, and peaked at 79.1% in 2023, after public health restrictions were lifted. During the COVID-19 pandemic (2020-2022), seasonal variation in pathogen prevalence was disrupted. Post-restriction, there was a significant increase in RSV and MP cases. SP remained the leading bacterial cause of CAP, especially in young children. RSV was the predominant viral pathogen, particularly affecting infants. MP showed a rising trend with age, yet it also affected younger individuals. CONCLUSION The COVID-19 pandemic altered the epidemiological characteristics of pathogens in children with CAP. This impact is likely to persist, necessitating enhanced surveillance of CAP pathogens to mitigate the healthcare burden in children. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Yalin Guo
- Department of Pediatrics, Children's Hospital Affiliated to Zhengzhou University, No.33 Long hu Wai huan East Road, Zhengzhou, Henan, 450018, China
| | - Debin Yang
- Department of Pediatrics, Children's Hospital Affiliated to Zhengzhou University, No.33 Long hu Wai huan East Road, Zhengzhou, Henan, 450018, China
| | - Yang Cao
- Department of Pediatrics, The General Hospital of Jinshui District Zhengzhou City, Zhengzhou, 450000, China
| | - Xianfei Ding
- General ICU, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - LiXia Chen
- Department of Pediatrics, Kaifeng Children's Hospital, Kaifeng, 475000, China
| | - Beibei Huo
- Department of Pediatrics, Children's Hospital Affiliated to Zhengzhou University, No.33 Long hu Wai huan East Road, Zhengzhou, Henan, 450018, China
| | - Yuanzhe Li
- Department of Pediatrics, Children's Hospital Affiliated to Zhengzhou University, No.33 Long hu Wai huan East Road, Zhengzhou, Henan, 450018, China.
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Rossiter S, Howe S, Szanyi J, Trauer JM, Wilson T, Blakely T. The role of economic evaluation in modelling public health and social measures for pandemic policy: a systematic review. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2024; 22:77. [PMID: 39487485 PMCID: PMC11531111 DOI: 10.1186/s12962-024-00585-6] [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: 09/06/2023] [Accepted: 10/18/2024] [Indexed: 11/04/2024] Open
Abstract
BACKGROUND Dynamic transmission models are often used to provide epidemiological guidance for pandemic policy decisions. However, how economic evaluation is typically incorporated into this technique to generate cost-effectiveness estimates of pandemic policy responses has not previously been reviewed. METHODS We systematically searched the Embase, PubMed and Scopus databases for dynamic epidemiological modelling studies that incorporated economic evaluation of public health and social measures (PHSMs), with no date restrictions, on 7 July 2024. RESULTS Of the 2,719 screened studies, 51 met the inclusion criteria. Most studies (n = 42, 82%) modelled SARS-CoV-2. A range of PHSMs were examined, including school closures, testing/screening, social distancing and mask use. Half of the studies utilised an extension of a Susceptible-Exposed-Infectious-Recovered (SEIR) compartmental model. The most common type of economic evaluation was cost-effectiveness analysis (n = 24, 47%), followed by cost-utility analysis (n = 17, 33%) and cost-benefit analysis (n = 17, 33%). CONCLUSIONS Economic evaluation is infrequently incorporated into dynamic epidemiological modelling studies of PHSMs. The scope of this research should be expanded, given the substantial cost implications of pandemic PHSM policy responses.
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Affiliation(s)
- Shania Rossiter
- Population Interventions Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia.
| | - Samantha Howe
- Population Interventions Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Joshua Szanyi
- Population Interventions Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - James M Trauer
- Epidemiological Modelling Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Tim Wilson
- Population Interventions Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Tony Blakely
- Population Interventions Unit, Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
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Shi H. The effect of social support on home isolation anxiety and depression among college students in the post-pandemic era: the mediating effect of perceived loss of control and the moderating role of family socioeconomic status. Front Public Health 2024; 12:1288848. [PMID: 38406501 PMCID: PMC10884108 DOI: 10.3389/fpubh.2024.1288848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 01/30/2024] [Indexed: 02/27/2024] Open
Abstract
Background There is an escalating concern about the rising levels of anxiety and depression among college students, especially during the post-pandemic era. A thorough examination of the various dimensions of social support and their impact on these negative emotions in college students is imperative. Aim This study aimed to determine if a perceived loss of control mediates the relationship between social support and levels of anxiety and depression among college students during the post-pandemic era. Additionally, it examined whether family socioeconomic status moderates this mediated relationship. Methods We administered an online cross-sectional survey in China, securing responses from 502 participants. The sample comprised home-isolated college students impacted by COVID-19. Established scales were employed to assess social support, anxiety, depression, perceived loss of control, and family socioeconomic status. Analytical techniques included descriptive statistics, correlation analysis, and a bootstrap method to investigate mediating and moderating effects. Results Social support was found to negatively affect anxiety and depression in college students, with perceived loss of control partially mediating this relationship. In addition, family socio-economic status was shown to moderate this moderating process. Furthermore, family socioeconomic status influenced this mediation, with higher socioeconomic families exhibiting a stronger moderating effect on perceived loss of control across different dimensions of social support. Conclusion This study may help to develop strategies to mitigate the impact of anxiety and depression in the lives and studies of university students during unexpected public health crises, and to promote better mental health among college students.
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Affiliation(s)
- Hui Shi
- School of Media and Communication, Shanghai Jiao Tong University, Shanghai, China
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Chen J, Yang J, Liu S, Zhou H, Yin X, Luo M, Wu Y, Chang J. Risk profiles for smoke behavior in COVID-19: a classification and regression tree analysis approach. BMC Public Health 2023; 23:2302. [PMID: 37990320 PMCID: PMC10664606 DOI: 10.1186/s12889-023-17224-z] [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: 08/04/2023] [Accepted: 11/14/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND COVID-19 pandemic emerged worldwide at the end of 2019, causing a severe global public health threat, and smoking is closely related to COVID-19. Previous studies have reported changes in smoking behavior and influencing factors during the COVID-19 period, but none of them explored the main influencing factor and high-risk populations for smoking behavior during this period. METHODS We conducted a nationwide survey and obtained 21,916 valid data. Logistic regression was used to examine the relationships between each potential influencing factor (sociodemographic characteristics, perceived social support, depression, anxiety, and self-efficacy) and smoking outcomes. Then, variables related to smoking behavior were included based on the results of the multiple logistic regression, and the classification and regression tree (CART) method was used to determine the high-risk population for increased smoking behavior during COVID-19 and the most profound influencing factors on smoking increase. Finally, we used accuracy to evaluated the performance of the tree. RESULTS The strongest predictor of smoking behavior during the COVID-19 period is acceptance degree of passive smoking. The subgroup with a high acceptation degree of passive smoking, have no smokers smoked around, and a length of smoking of ≥ 30 years is identified as the highest smoking risk (34%). The accuracy of classification and regression tree is 87%. CONCLUSION The main influencing factor is acceptance degree of passive smoking. More knowledge about the harm of secondhand smoke should be promoted. For high-risk population who smoke, the "mask protection" effect during the COVID-19 pandemic should be fully utilized to encourage smoking cessation.
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Affiliation(s)
- Jiangyun Chen
- School of Health Management, Southern Medical University, No.1023-1063 Shatai Road, Baiyun District, Guangzhou City, Guangdong Province, China
- Institute of Health Management, Southern Medical University, No.1023-1063 Shatai Road, Baiyun District, Guangzhou City, Guangdong Province, China
- Institute for Hospital Management of Henan Province, No. 1, Longhu Middle Ring Road, Jinshui District, Zhengzhou City, Henan Province, China
| | - Jiao Yang
- School of Public Health, Capital Medical University, 10 Xitoutiao, Youanmen, Beijing, China
| | - Siyuan Liu
- School of Public Health, Southern Medical University, No.1023-1063 Shatai Road, Baiyun District, Guangzhou City, Guangdong Province, China
| | - Haozheng Zhou
- School of Public Health, Southern Medical University, No.1023-1063 Shatai Road, Baiyun District, Guangzhou City, Guangdong Province, China
| | - Xuanhao Yin
- School of Public Health, Southern Medical University, No.1023-1063 Shatai Road, Baiyun District, Guangzhou City, Guangdong Province, China
| | - Menglin Luo
- School of Pharmaceutical, Southern Medical University, Guangzhou, China
| | - Yibo Wu
- School of Public Health, Peking University, No.38 Xueyuan Road, Haidian District, Beijing City, China.
| | - Jinghui Chang
- School of Health Management, Southern Medical University, No.1023-1063 Shatai Road, Baiyun District, Guangzhou City, Guangdong Province, China.
- Institute of Health Management, Southern Medical University, No.1023-1063 Shatai Road, Baiyun District, Guangzhou City, Guangdong Province, China.
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Lu L, Zhong H, Xu M, Jia R, Liu P, Su L, Cao L, Zhu X, Xu J. Diversity of classic and novel human astrovirus in outpatient children with acute gastroenteritis in Shanghai, China. Front Microbiol 2023; 14:1265843. [PMID: 38029144 PMCID: PMC10679754 DOI: 10.3389/fmicb.2023.1265843] [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: 07/24/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction Human astrovirus (HAstV) is an important pathogen of acute gastroenteritis (AGE) in children. This study was aimed at investigating the diversity and epidemiology of classic and novel HAstV in outpatient children aged 0-16 years old with AGE in Shanghai. Methods From May 2020 to December 2022, a total of 1,482 stool samples were collected from children diagnosed as AGE from the Children's Hospital of Fudan University. HAstV was identified using pan-astrovirus consensus primers by Reverse transcription PCR. Results During the study period, 3.3% (49/1,482) of specimens were identified as HAstV, with a detection rate of 2.5% (37/1,482) for classic HAstV and 0.8% (12/1,482) for novel HAstV. Among the 12 novel HAstV strains, 11 (91.7%) belonged to the HAstV-MLB and 1 (8.3%) was HAstV-VA. Genotyping revealed six circulating genotypes. Strain HAstV-1 was predominant in the study population with a detection rate of 1.8% (26/1,482) followed by HAstV-MLB1 (0.7%, 10/1,482) and HAstV-4 (0.6%, 9/1,482). Of note, all the HAstV-4 strains detected in this study were close to one astrovirus strain isolated from Bactrian camels with 99.0-100.0% amino acid sequences identity. In this study, HAstV was detected in all age groups with the highest detection rate of HAstV-positive specimens observed in children older than 73 months (5.7%, 12/209). Discussion This study provided useful information and contributed to the molecular epidemiology of both classic and novel HAstV, which were simultaneously characterized and reported for the first time in Shanghai.
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Affiliation(s)
- Lijuan Lu
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Huaqing Zhong
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Menghua Xu
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Ran Jia
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Pengcheng Liu
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Liyun Su
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Lingfeng Cao
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Xunhua Zhu
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
| | - Jin Xu
- Department of Clinical Laboratory, National Children’s Medical Center, Children’s Hospital of Fudan University, Shanghai, China
- Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China
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Qin H, Tang Y. Risk perceptions of COVID-19, vocational identity, and employment aspirations of Chinese aviation students: a structural equation modeling approach. BMC Public Health 2023; 23:2175. [PMID: 37932723 PMCID: PMC10629010 DOI: 10.1186/s12889-023-17144-y] [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: 05/02/2023] [Accepted: 11/03/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic has wreaked havoc on the aviation and education sectors in China. This study examined the relationships between risk perceptions of the pandemic, vocational identity, and employment aspirations of Chinese aviation students. METHODS The study used a convenience sampling approach to collect data (n = 276 respondents) from August 2 to 8, 2022. An online survey was sent via WeChat and QQ to Chinese students majoring in aviation service management who were under lockdown at six Chinese schools. RESULTS In spite of the strong support for the stringent COVID policies and full awareness of infection risk and protective measures, respondents were worried about the current unstable situation and felt fear for its severity and long-lasting symptoms. The casual path from career commitment to employment aspiration was supported, but high risk perceptions of the pandemic failed to have any psychological effect on the two constructs of vocational identity and employment aspirations. CONCLUSIONS The findings not only demonstrate the power of career commitment on employment aspirations but also reveal that a relatively high self-assessment of career proficiency may not necessarily lead to a clear career aspiration, possibly due to poor risk communication and insufficient career planning guidance. Thus, Chinese aviation students should improve their career proficiency and commitment, broaden their career options and adaptability, and have a clear career plan, in order to be well prepared for the fierce job market that will face the next wave of the ongoing pandemic.
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Affiliation(s)
- Hongyao Qin
- School of Broadcasting and Hosting, Sichuan Film and Television University, Chengdu, Sichuan, P.R. China
| | - Yong Tang
- College of Tourism and Urban-rural Planning, Chengdu University of Technology, Chengdu, Sichuan, P.R. China.
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