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Li Y, Liu Z, Zhou L, Li R. Willingness to pay for vaccines in China: A systematic review and single-arm Bayesian meta-analysis. Hum Vaccin Immunother 2025; 21:2454076. [PMID: 39902893 PMCID: PMC11796539 DOI: 10.1080/21645515.2025.2454076] [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: 07/23/2024] [Revised: 12/29/2024] [Accepted: 01/11/2025] [Indexed: 02/06/2025] Open
Abstract
The effective implementation of vaccination heavily depends on the society's willingness to pay (WTP). There is currently a dearth of comprehensive evidence about WTP for vaccines in China. This systematic review aims to review studies on the WTP for vaccines, to summarize factors affect WTP in China. Base-case analysis and Sensitivity analysis of WTP for every vaccine were estimated via single-arm Bayesian meta-analysis. A total of 28 studies were included for systematic review. The point estimates and 95% Credible Interval of pooled WTP for influenza and HPV (9-valent) vaccine were $27.409 (23.230, 31.486), $464.707 (441.355, 489.456). Influencing factors to WTP were age, income, peer influence, health condition and etc. Future research should give focus to improving sample representativeness and survey tool, conducting intervention trials, identifying effective methods to promote WTP.
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Affiliation(s)
- Yi Li
- School of Management, Beijing University of Chinese Medicine, Beijing, China
| | - Ziwei Liu
- School of Health Management, Harbin Medical University, Harbin, Heilongjiang, China
| | - Liangru Zhou
- School of Management, Beijing University of Chinese Medicine, Beijing, China
| | - Ruifeng Li
- School of Management, Beijing University of Chinese Medicine, Beijing, China
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Huang A, Xu X, Tang L, Huang L, Li J, Zhang X, Liu J, Zhou Y, Zhang B, Wang L, Zhang Q, Zhou Z, Wang Y, Wang X, Liu Q, Liu S, Yin Z, Wang F. Acceptance and willingness to pay for DTaP-HBV-IPV-Hib hexavalent vaccine among parents: A cross-sectional survey in China. Hum Vaccin Immunother 2024; 20:2333098. [PMID: 38619056 PMCID: PMC11020590 DOI: 10.1080/21645515.2024.2333098] [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: 11/08/2023] [Accepted: 03/16/2024] [Indexed: 04/16/2024] Open
Abstract
DTaP-HBV-IPV-Hib hexavalent vaccine has been used in high-income countries for many years to prevent diphtheria, tetanus, pertussis, hepatitis B, poliomyelitis, and invasive Haemophilus influenzae type b disease. Currently, no hexavalent vaccines have been approved for use in China. Evidence of parental acceptance and interest in hexavalent vaccines can help policy makers and manufacturers make decisions about entering the vaccine market and the immunization program in China. We measured parental acceptance and willingness-to-pay (WTP) for a hexavalent vaccine to provide such evidence. We conducted a cross-sectional survey of children's caregivers in 16 vaccination clinics in seven cities in China and obtained information on socio-demographics, knowledge of disease, confidence in vaccines, previous vaccination experience, and acceptance of and WTP for hexavalent vaccine. Multivariate logistic regression was used to determine factors influencing acceptance, and multivariate tobit regression was used to identify factors impacting WTP. Between April 28 and June 30, 2023, a total of 581 parents of children aged 0-6 years participated in the survey; 435 (74.87%, 95% CI:71.3%-78.4%) parents indicated acceptance of hexavalent vaccine. Residence location, parents' education level, experience paying for vaccination, and disease knowledge scores were key factors affecting parents' choices for vaccination. Mean (SD) and median (IQR) willingness to pay for full 4-dose course vaccination were 2266.66 (1177.1) CNY and 2400 (1600-2800) CNY. Children's age (p < .001), parents' education level (p = .024), and perceived price barriers (p < .001) were significantly associated with WTP. Parents have high acceptance and willingness to pay for hexavalent vaccine. The less money parents have to pay out of pocket, the more willing they can be to accept the vaccine. Therefore, acceptance may increase even further if the vaccine is covered by medical insurance, provided free of charge by the government, or if its price is reduced. Our results provide reference for optimizing and adjusting immunization strategies in China.
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Affiliation(s)
- Aodi Huang
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Xia Xu
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Lin Tang
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Lifang Huang
- Department of National Immunization Programe, Fujian Provincial Center for Disease Control and Prevention, Fuzhou, China
| | - Jun Li
- Department of National Immunization Programe, Henan Provincial Center for Disease Control and Prevention, Zhengzhou, China
| | - Xue Zhang
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jiajie Liu
- Department of National Immunization Programe, Sichuan Provincial Center for Disease Control and Prevention, Chengdu, China
| | - Yang Zhou
- Department of National Immunization Programe, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Bingling Zhang
- Department of National Immunization Programe, Gansu Provincial Center for Disease Control and Prevention, Lanzhou, China
| | - Lei Wang
- Department of National Immunization Programe, Hubei Provincial Center for Disease Control and Prevention, Wuhan, China
| | - Qian Zhang
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zemei Zhou
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yu Wang
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Xiaoqi Wang
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Qianqian Liu
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Siyu Liu
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Zundong Yin
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Fuzhen Wang
- National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, Chinese Center for Disease Control and Prevention, Beijing, China
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Bush A, Byrnes CA, Chan KC, Chang AB, Ferreira JC, Holden KA, Lovinsky-Desir S, Redding G, Singh V, Sinha IP, Zar HJ. Social determinants of respiratory health from birth: still of concern in the 21st century? Eur Respir Rev 2024; 33:230222. [PMID: 38599675 PMCID: PMC11004769 DOI: 10.1183/16000617.0222-2023] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 01/20/2024] [Indexed: 04/12/2024] Open
Abstract
Respiratory symptoms are ubiquitous in children and, even though they may be the harbinger of poor long-term outcomes, are often trivialised. Adverse exposures pre-conception, antenatally and in early childhood have lifetime impacts on respiratory health. For the most part, lung function tracks from the pre-school years at least into late middle age, and airflow obstruction is associated not merely with poor respiratory outcomes but also early all-cause morbidity and mortality. Much would be preventable if social determinants of adverse outcomes were to be addressed. This review presents the perspectives of paediatricians from many different contexts, both high and low income, including Europe, the Americas, Australasia, India, Africa and China. It should be noted that there are islands of poverty within even the highest income settings and, conversely, opulent areas in even the most deprived countries. The heaviest burden of any adverse effects falls on those of the lowest socioeconomic status. Themes include passive exposure to tobacco smoke and indoor and outdoor pollution, across the entire developmental course, and lack of access even to simple affordable medications, let alone the new biologicals. Commonly, disease outcomes are worse in resource-poor areas. Both within and between countries there are avoidable gross disparities in outcomes. Climate change is also bearing down hardest on the poorest children. This review highlights the need for vigorous advocacy for children to improve lifelong health. It also highlights that there are ongoing culturally sensitive interventions to address social determinants of disease which are already benefiting children.
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Affiliation(s)
- Andrew Bush
- Faculty of Medicine, National Heart and Lung Institute, Imperial College London and Royal Brompton Hospital, London, UK
| | - Catherine A Byrnes
- Department of Paediatrics: Child and Youth Health, Faculty of Medical and Health Sciences, University of Auckland, Starship Children's Health and Kidz First Hospital, Auckland, New Zealand
| | - Kate C Chan
- Department of Paediatrics, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Anne B Chang
- School of Public Health and Social Work, Faculty of Health, Queensland University of Technology, Brisbane and Menzies School of Health Research, Darwin, Australia
| | - Juliana C Ferreira
- Instituto do Coracao (InCor), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Karl A Holden
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK
| | - Stephanie Lovinsky-Desir
- Department of Pediatrics and Environmental Health Sciences, Columbia University Medical Center, New York, NY, USA
| | - Gregory Redding
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA, USA
| | - Varinder Singh
- Department of Pediatrics, Lady Hardinge Medical College and Kalawati Saran Children's Hospital, New Delhi, India
| | - Ian P Sinha
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK
- Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Heather J Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital and SA-MRC Unit on Child and Adolescent Health, University of Cape Town, Cape Town, South Africa
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Jiang M, Chen S, Yan X, Ying X, Tang S. The coverage and challenges of increasing uptake of non-National Immunization Program vaccines in China: a scoping review. Infect Dis Poverty 2023; 12:114. [PMID: 38062480 PMCID: PMC10704715 DOI: 10.1186/s40249-023-01150-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 10/10/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Non-National Immunization Program (NIP) vaccines have played an important role in controlling vaccine-preventable diseases (VPDs) in China. However, these vaccines are paid out of pocket and there is room to increase their coverage. We focused on four selected non-NIP vaccines in this study, namely Haemophilus influenzae type b (Hib) vaccine, human papillomavirus (HPV) vaccine, pneumococcal conjugate vaccine (PCV), and rotavirus vaccine. We aimed to conduct a scoping review of their vaccination rates and the major barriers faced by health systems, providers, and caregivers to increase coverage. METHODS We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR). We searched five English databases (PubMed, Web of Science, EMBASE, Scopus, and WHO IRIS) and four Chinese databases using the search strategy developed by the study team. Two independent reviewers screened, selected studies, and examined their quality. We summarized the non-NIP vaccine coverage data by vaccine and applied the 5A framework (Access, Affordability, Acceptance, Awareness, Activation) to chart and analyze barriers to increasing coverage. RESULTS A total of 28 articles were included in the analysis (nine pertaining to vaccine coverage, and another 19 reporting challenges of increasing uptake). Among the four selected vaccines, coverage for the Hib vaccine was the highest (54.9-55.9% for 1 dose or more from two meta-analyses) in 2016, while the coverage of the other three vaccines was lower than 30%. Eight of the nine included articles mentioned the regional disparity of coverage, which was lower in under-developing regions. For example, the three-dose Hib vaccination rate in eastern provinces was 38.1%, whereas the rate in central and western provinces was 34.3% and 26.2%, respectively in 2017. Within the 5A framework, acceptance, awareness, and affordability stood out as the most prominent themes. Among the 12 identified sub-themes, high prices, low vaccine awareness, concerns about vaccine safety and efficacy were the most cited barriers to increasing the uptake. CONCLUSIONS There is an urgent need to increase coverage of non-NIP vaccines and reduce disparities in access to these vaccines across regions. Concerted efforts from the government, the public, and society are required to tackle the barriers and challenges identified in this study, both on the demand and supply side, to ensure everybody has equal access to life-saving vaccines in China. Particularly, the government should take a prudent approach to gradually incorporate non-NIP vaccines into the NIP step by step, and make a prioritizing strategy based on key factors such as disease burden, financial resources, and market readiness, with special attention to high-risk populations and underdeveloped regions.
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Affiliation(s)
- Mingzhu Jiang
- School of Public Health, Fudan University, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Shu Chen
- Australian Research Council Centre of Excellence in Population Ageing Research (CEPAR), University of New South Wales, Sydney, Australia
- School of Risk and Actuarial Studies, University of New South Wales, Sydney, Australia
| | - Xuanxuan Yan
- School of Public Health, Fudan University, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China
| | - Xiaohua Ying
- School of Public Health, Fudan University, 130 Dong'an Road, Xuhui District, Shanghai, 200032, China.
| | - Shenglan Tang
- Global Health Research Center, Duke Kunshan University, Kunshan, Jiangsu, China
- SingHealth Duke-NUS Global Health Institute, Duke-NUS, Singapore, Singapore
- Duke Global Health Institute, Duke University, Durham, USA
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Wang J, Wang Y, Xu R, Zhang T, Jiang Y, Wang Y, Wang Y, Du Y, Sun W, Deng K, Yang W, Wang Z, Feng L, Wang C. 13-Valent pneumococcal conjugate vaccines vaccination innovative strategy in Weifang City, China: a case study. Infect Dis Poverty 2023; 12:110. [PMID: 38037092 PMCID: PMC10691032 DOI: 10.1186/s40249-023-01165-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 11/20/2023] [Indexed: 12/02/2023] Open
Abstract
The World Health Organization (WHO) prioritizes pneumococcal disease as a vaccine-preventable disease and recommends the inclusion of pneumococcal conjugate vaccines (PCV) in national immunization programs worldwide. However, PCV is not included in the National Immunization Program in China and has low vaccination coverage due to its high cost. To address this, Weifang City implemented an innovative strategy for a 13-valent PCV (PCV13) on June 1, 2021. This strategy aimed to provide one dose of PCV13 free of charge for children aged 6 months to 2 years in registered households and to adopt a commercial insurance model with one dose of PCV13 free of charge in 2023 for children over 2 years old. The Health Commission of Weifang and other departments conducted a comprehensive investigation and considered various factors, such as vaccine effectiveness, safety, accessibility, vaccine price, and immunization schedules, for eligible children (under 5 years old). Stakeholder opinions were also solicited before implementing the policy. The Commission negotiated with various vaccine manufacturers to maximize its negotiating power and reduce vaccine prices. The implementation plan was introduced under the Healthy Weifang Strategy. Following the implementation of this strategy, the full course of vaccination coverage increased significantly from 0.67 to 6.59%. However, vaccination coverage is still lower than that in developed countries. Weifang's PCV13 vaccination innovative strategy is the first of its kind in Chinese mainland and is an active pilot of non-immunization program vaccination strategies. To further promote PCV13 vaccination, Weifang City should continue to implement this strategy and explore appropriate financing channels. Regions with higher levels of economic development can innovate the implementation of vaccine programs, broaden financing channels, improve accessibility to vaccination services, and advocate for more localities to incorporate PCV13 into locally expanded immunization programs or people-benefiting projects. A monitoring and evaluation system should also be established to evaluate implementation effects.
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Affiliation(s)
- Jiachen Wang
- School of Public Health, Weifang Medical University, Weifang, 261053, Shandong, People's Republic of China
| | - Yujue Wang
- School of Dentistry, University of California Los Angeles, Los Angeles, CA, USA
| | - Ruoyu Xu
- School of Public Health, Weifang Medical University, Weifang, 261053, Shandong, People's Republic of China
| | - Ting Zhang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China
- State Key Laboratory of Respiratory Health and Multimorbidity, Beijing, People's Republic of China
- Key Laboratory of Pathogen Infection Prevention and Control (Peking Union Medical College), Ministry of Education, Beijing, People's Republic of China
| | - Yanyan Jiang
- Division of Infectious Diseases, Center for Disease Control and Prevention, Weifang, 261072, Shandong, People's Republic of China
| | - Yuanyuan Wang
- Division of Immunization, Center for Disease Control and Prevention, Weifang, 261072, Shandong, People's Republic of China
| | - Yi Wang
- Department of Public Health, Weifang People's Hospital, Weifang, People's Republic of China
| | - Yuanze Du
- Department of Nursing, Hospital of Chengdu Office of the People's Government of Tibet Autonomous Region, Chengdu, 610041, Sichuan Province, People's Republic of China
| | - Wenxue Sun
- School of Public Health, Weifang Medical University, Weifang, 261053, Shandong, People's Republic of China
| | - Kai Deng
- School of Public Health, Weifang Medical University, Weifang, 261053, Shandong, People's Republic of China
| | - Weizhong Yang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China
- State Key Laboratory of Respiratory Health and Multimorbidity, Beijing, People's Republic of China
- Key Laboratory of Pathogen Infection Prevention and Control (Peking Union Medical College), Ministry of Education, Beijing, People's Republic of China
| | - Zengwu Wang
- Department of Neurosurgery, Weifang People's Hospital, Weifang, People's Republic of China.
| | - Luzhao Feng
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
- State Key Laboratory of Respiratory Health and Multimorbidity, Beijing, People's Republic of China.
- Key Laboratory of Pathogen Infection Prevention and Control (Peking Union Medical College), Ministry of Education, Beijing, People's Republic of China.
| | - Chunping Wang
- School of Public Health, Weifang Medical University, Weifang, 261053, Shandong, People's Republic of China.
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Ma Y, Li J, Cao Y, Li W, Shi R, Jia B, Wang H, Yan L, Suo L, Yang W, Wu J, Feng L. Acceptability for the influenza virus vector COVID-19 vaccine for intranasal spray: A cross-sectional survey in Beijing, China. Hum Vaccin Immunother 2023; 19:2235963. [PMID: 37450312 DOI: 10.1080/21645515.2023.2235963] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 06/22/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023] Open
Abstract
The intranasal spray COVID-19 vaccine was made available for the first time in China, it is necessary to understand receivers' satisfaction and experience toward the vaccine to help optimize vaccination service. A self-administered multicenter cross-sectional questionnaire survey was conducted in Beijing, China, in December 2022. The vaccination experience was evaluated through three dimensions: immediate tolerance, smooth progress, and time-saving. Vaccine acceptability was measured by receivers' preference for the intranasal spray over intramuscular injection after vaccination and their recommendation willingness. Stepwise multinomial and binary logistic regression models were applied to investigate factors associated with vaccine acceptability. Among 10,452 participants included in the analysis, 92.6% felt no discomfort during the inoculation, 99.8% thought the vaccination process went well, and 89.4% deemed it a time-saving option. For vaccine acceptability, 5566 (53.3%) participants were willing to recommend the vaccine to others, 534 (5.1%) refused, and 4352 (41.6%) had not decided yet; 6142 (58.8%) participants preferred the intranasal spray, 873 (8.4%) preferred the intramuscular injection, and 3437 (32.9%) had no preferences. The most concerned aspects of the intranasal spray vaccine were vaccine effectiveness and safety. Receivers who perceived higher vaccine effectiveness or safety were more likely to recommend it to others (OR, 95%CI: 4.41, 3.24-6.00; 6.11, 4.52-8.27) or prefer it over intramuscular injection after vaccination (OR, 95%CI: 5.94, 4.62-7.65; 8.50, 6.70-10.78). Receivers showed good acceptability and experience toward the intranasal spray COVID-19 vaccine. Vaccine effectiveness and safety were the most concerned aspects, and corresponding publicity and education efforts may help improve vaccine acceptability.
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Affiliation(s)
- Yuan Ma
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Juan Li
- Beijing Center for Disease Prevention and Control, Beijing Research Center for Preventive Medicine, Beijing, China
- School of Public Health, Capital Medical University, Beijing, China
| | - Yanlin Cao
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Wei Li
- Center for Applied Statistics and School of Statistics, Renmin University of China, Beijing, China
| | - Rujing Shi
- Department of programmed immunization, Haidian District Center for Diseases Control and Prevention, Beijing, China
| | - Bin Jia
- Department of programmed immunization, Chaoyang District Center for Diseases Control and Prevention, Beijing, China
| | - Haihong Wang
- Department of programmed immunization, Changping District Center for Diseases Control and Prevention, Beijing, China
| | - Le Yan
- Department of programmed immunization, Huairou District Center for Diseases Control and Prevention, Beijing, China
| | - Luodan Suo
- Beijing Center for Disease Prevention and Control, Beijing Research Center for Preventive Medicine, Beijing, China
| | - Weizhong Yang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Jiang Wu
- Beijing Center for Disease Prevention and Control, Beijing Research Center for Preventive Medicine, Beijing, China
| | - Luzhao Feng
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
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