1
|
You T, Zhao X, Pan C, Gao M, Hu S, Liu Y, Zhang Y, Qiao Y, Zhao F, Jit M. Informing HPV vaccine pricing for government-funded vaccination in mainland China: a modelling study. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2024; 52:101209. [PMID: 39430124 PMCID: PMC11489076 DOI: 10.1016/j.lanwpc.2024.101209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 09/01/2024] [Accepted: 09/12/2024] [Indexed: 10/22/2024]
Abstract
Background The high price of HPV vaccines remains a significant barrier to vaccine accessibility in China, hindering the country's efforts toward cervical cancer elimination and exacerbating health inequity. We aimed to inform HPV vaccine price negotiations by identifying threshold prices that ensure that a government-funded HPV vaccination programme is cost-effective or cost-saving. Methods We used a previously validated transmission model to estimate the health and economic impact of HPV vaccination over a 100-year time horizon from a healthcare payer perspective. Threshold analysis was conducted considering different settings (national, rural, and urban), cervical cancer screening scenarios (cytology-based or HPV DNA-based, with different paces of scale-up), vaccine types (four types available in China), vaccine schedules (two-dose or one-dose), mode of vaccination (routine vaccination with or without later switching to high-valency vaccines), willingness-to-pay thresholds, and decision-making criteria (cost-effective or cost-saving). Furthermore, we examined the budget impact of introducing nationwide vaccination at the identified threshold prices. Findings Using the current market price, national routine HPV vaccination with any currently available vaccine is unlikely cost-effective. Under a two-dose schedule, the prices of the four available HPV vaccine types cannot exceed $26-$36 per dose (44.1%-80.2% reduction from current market prices) depending on vaccine type to ensure the cost-effectiveness of the national programme. Adopting vaccination at threshold prices would require an annual increase of 72.18%-96.95% of the total annual National Immunization Programme (NIP) budget in China. A cost-saving routine vaccination programme requires vaccine prices of $5-$10 per dose (depending on vaccine type), producing a 21.38%-34.23% increase in the annual NIP budget. Adding the second dose is unlikely to be cost-effective compared to a one-dose schedule, with the threshold price approaching or even falling below zero. Rural pilot vaccination programmes require lower threshold prices compared with a national programme. Interpretation Our study could inform vaccine price negotiation and thus facilitate nationwide scale-up of current HPV vaccination pilot programmes in China. The evidence may potentially be valuable to other countries facing HPV introduction barriers due to high costs. This approach may also be adapted for other contexts that involve the introduction of a pricy vaccine. Funding CAMS Innovation Fund for Medical Sciences (CIFMS); Bill & Melinda Gates Foundation.
Collapse
Affiliation(s)
- Tingting You
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Scientific Research Center, China-Japan Friendship Hospital, Beijing, China
| | - Xuelian Zhao
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chenghao Pan
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Meng Gao
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shangying Hu
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yang Liu
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Yong Zhang
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Youlin Qiao
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fanghui Zhao
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Mark Jit
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
- School of Public Health, University of Hong Kong, Hong Kong, Hong Kong SAR, China
| |
Collapse
|
2
|
Jiang J, Zhao F, Hong X, Wang X. HPV vaccination strategy for 14-year-old females and economic returns for cervical cancer prevention in Wuxi City, China: a cost effectiveness analysis. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2024; 22:64. [PMID: 39237947 PMCID: PMC11378447 DOI: 10.1186/s12962-024-00574-9] [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: 09/12/2023] [Accepted: 08/25/2024] [Indexed: 09/07/2024] Open
Abstract
BACKGROUND Since December 2021, Wuxi, China has offered a two-dose human papillomavirus (HPV) vaccination to 14-year-old females for free. This study evaluated the costs and benefits of this vaccination scheduled in the Expanded Program on Immunization in Wuxi from the perspective of the cities' demographic characteristics, economic development, and policy support. METHODS The model-based economic evaluation used TreeAge Pro software to construct a decision tree-Markov model for the vaccination strategy in which 100,000 14-year-old females received two doses of bivalent HPV vaccine or no vaccination. Costs and effects of the strategy were assessed from a societal perspective through literature research and data obtained from the Wuxi Centre for Disease Control and Prevention. Univariate, multivariate, and probabilistic sensitivity analyses assessed the stability of the findings. RESULTS The cost of the bivalent HPV vaccine in Wuxi is 711.3 CNY. The two-dose of bivalent HPV vaccine for 100,000 14-year-old females would cost an additional 658,016 CNY compared to no vaccination, but would result in 1,960 Quality Adjustment Years of Life (QALYs). Using the per capita gross domestic product of 187,415 CNY in 2021 in Wuxi as the willingness-to-pay threshold, the vaccination strategy costs 3,357.37 CNY per QALY gained, which is much lower than the threshold, suggesting that it is a very cost-effective strategy. In addition, the vaccine strategy reduced the incidence of cervical cancer by 300 cases and cervical cancer deaths by 181 cases, representing a benefit-cost ratio of 2.86 (> 1) when health output outcomes were measured in monetary terms. These results suggested that the vaccination strategy was advantageous. Sensitivity analyses showed that changes in the parameters did not affect the conclusions and that the findings were robust. CONCLUSIONS Compared to no vaccination, the delivery of two doses of bivalent HPV vaccine for 14-year-old females was a more highly cost-effective and optimal strategy.
Collapse
Affiliation(s)
- Jingfeng Jiang
- The Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi, 214023, China
| | - Fanqi Zhao
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Xiang Hong
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China.
| | - Xuwen Wang
- The Affiliated Wuxi Center for Disease Control and Prevention of Nanjing Medical University, Wuxi Center for Disease Control and Prevention, Wuxi, 214023, China.
| |
Collapse
|
3
|
Li X, Zhang F, Li M, Lin C, Shi K, Yang F. Effect of vaccine hesitancy on female college students' willingness to receive the HPV vaccine in China: a multicenter cross-sectional study. BMC Public Health 2024; 24:1930. [PMID: 39026282 PMCID: PMC11256702 DOI: 10.1186/s12889-024-19303-1] [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: 12/24/2023] [Accepted: 06/28/2024] [Indexed: 07/20/2024] Open
Abstract
OBJECTIVE To analyse the influencing factors of vaccine hesitancy on HPV vaccination willingness of female college students in order to promote the promotion of HPV vaccine in female college student population. METHODS From September-October 2022, a convenience sampling method was used to conduct a questionnaire survey among freshman female students from four higher vocational colleges in Henan Province, China. The survey comprised a general information questionnaire, as well as inquiries regarding vaccine hesitancy and willingness to receive the human papillomavirus (HPV) vaccine. In PSM analyses, vaccine-hesitant students were matched with non-vaccine-hesitant students at a 1:1 ratio; subsequently, both univariate and multivariatble logistic regression analyses were applied to assess the impact of vaccine hesitancy on female university students' willingness to receive the HPV vaccine. RESULTS The results revealed a vaccine hesitancy rate of 44.75% among female university students, with 82.9% expressing willingness to receive the HPV vaccine. The results of the multivariable ordinal logistic regression analysis indicated vaccine hesitancy is a risk factor for HPV vaccination intentions among female university students [OR = 4.38, 95% CI (2.74, 6.99), P < 0.001]. Furthermore, the field of study (P = 0.01) and independently seeking information about the HPV vaccine (P = 0.04) were identified as factors influencing female university students' willingness to receive the HPV vaccine. CONCLUSIONS Non-vaccine-hesitant students were more likely to be willing to receive the HPV vaccine than vaccine-hesitant students. Healthcare providers and educators should focus on vaccine attitudes among female college students to reduce vaccine hesitancy and enhance community education on cervical cancer, HPV infection and prevention through multichannel campaigns.
Collapse
Affiliation(s)
- Xiaoxue Li
- Department of Gynecology, The Third Affiliated Hospital of Zhengzhou University, 7 Front Kangfu Street, Zhengzhou, Henan province, 450052, China
| | - Fengzhi Zhang
- Department of Gynecology, The Third Affiliated Hospital of Zhengzhou University, 7 Front Kangfu Street, Zhengzhou, Henan province, 450052, China.
| | - Manman Li
- Department of Gynecology, The Third Affiliated Hospital of Zhengzhou University, 7 Front Kangfu Street, Zhengzhou, Henan province, 450052, China
| | - Chunhui Lin
- Department of Gynecology, The Third Affiliated Hospital of Zhengzhou University, 7 Front Kangfu Street, Zhengzhou, Henan province, 450052, China
| | - Kaige Shi
- Department of Gynecology, The Third Affiliated Hospital of Zhengzhou University, 7 Front Kangfu Street, Zhengzhou, Henan province, 450052, China
| | - Fangfang Yang
- Department of Gynecology, The Third Affiliated Hospital of Zhengzhou University, 7 Front Kangfu Street, Zhengzhou, Henan province, 450052, China
| |
Collapse
|
4
|
Spencer JC, Spees LP, Biddell CB, Odebunmi OO, Ilyasova AA, Yanguela J, Lich KH, Mills SD, Higgins CR, Ozawa S, Wheeler SB. Inclusion of marginalized populations in HPV vaccine modeling: A systematic review. Prev Med 2024; 182:107941. [PMID: 38522627 PMCID: PMC11194695 DOI: 10.1016/j.ypmed.2024.107941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 02/26/2024] [Accepted: 03/21/2024] [Indexed: 03/26/2024]
Abstract
OBJECTIVE Models simulating the potential impacts of Human Papillomavirus (HPV) vaccine have been used globally to guide vaccination policies and programs. We sought to understand how and why marginalized populations have been incorporated into HPV vaccine simulation models. METHODS We conducted a systematic search of PubMed, CINAHL, Scopus, and Embase to identify studies using simulation models of HPV vaccination incorporating one or more marginalized population through stratification or subgroup analysis. We extracted data on study characteristics and described these overall and by included marginalized groups. RESULTS We identified 36 studies that met inclusion criteria, which modeled vaccination in 21 countries. Models included men who have sex with men (MSM; k = 16), stratification by HIV status (k = 9), race/ethnicity (k = 6), poverty (k = 5), rurality (k = 4), and female sex workers (k = 1). When evaluating for a marginalized group (k = 10), HPV vaccination was generally found to be cost-effective, including for MSM, individuals living with HIV, and rural populations. In studies evaluating equity in cancer prevention (k = 9), HPV vaccination generally advanced equity, but this was sensitive to differences in HPV vaccine uptake and use of absolute or relative measures of inequities. Only one study assessed the impact of an intervention promoting HPV vaccine uptake. DISCUSSION Incorporating marginalized populations into decision models can provide valuable insights to guide decision making and improve equity in cancer prevention. More research is needed to understand the equity impact of HPV vaccination on cancer outcomes among marginalized groups. Research should emphasize implementation - including identifying and evaluating specific interventions to increase HPV vaccine uptake.
Collapse
Affiliation(s)
- Jennifer C Spencer
- Department of Population Health, Dell Medical School, University of Texas at Austin, Austin, TX, United States of America.
| | - Lisa P Spees
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Caitlin B Biddell
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Olufeyisayo O Odebunmi
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Anna A Ilyasova
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Juan Yanguela
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Kristen Hassmiller Lich
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Sarah D Mills
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America; Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Colleen R Higgins
- Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Sachiko Ozawa
- Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Stephanie B Wheeler
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| |
Collapse
|
5
|
Liu Y, Jin X, Gong Y, Ma Y, Du B, Yang L, Wang Y, Zhu W. Do women with high-risk HPV E6/E7 mRNA test positivity and NILM cytology need colposcopy? Infect Agent Cancer 2023; 18:54. [PMID: 37773080 PMCID: PMC10542237 DOI: 10.1186/s13027-023-00531-w] [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: 03/08/2023] [Accepted: 09/11/2023] [Indexed: 09/30/2023] Open
Abstract
PURPOSE This study aimed to assess the value of an HPV E6/E7 mRNA assay and HPV 16 18/45 genotype assay combined with age stratification for triaging women negative for intraepithelial lesions or malignancy (NILM) cytology. METHODS From January 2017 to December 2021, a total of 162,309 eligible women underwent cervical cancer screening at the Affiliated Hospital of Jining Medical University, China. Excluding those with negative HPV E6/E7 mRNA, abnormal and unsatisfactory cytology, and those who failed to undergo colposcopy, 6,845 women were ultimately included in our study. We analysed the triage guidance for different subtypes of HPV in the presence of NILM cytology. RESULTS Among 162,309 women, 19,834 (12.2%) were positive for HPV E6/E7 mRNA. Of the 6,845 women included in the study, 1,941 (28.4%), 561 (8.2%), 55 (0.8%) and 4,288 (62.6%) tested positive for HPV 16, HPV 18/45, HPV16/18/45 or other HR-HPV genotypes, respectively. The proportions of LSIL+ (including LSIL, HSIL and ICC) and HSIL+ (including HSIL and ICC) pathological results in the HPV 16/18/45 + group were 57% and 34.1%, respectively, higher than 36.3% and 11% in the other HR-HPV + group (χ2 = 653.214, P < 0.001). The percentages of LSIL + and HSIL + in the HPV16 + group (61.3% and 42.8%, respectively) and HPV16+/18/45 + group (76.3% and 41.9%, respectively) were much higher than those in the HPV18 + group (40.6% and 13.1%, respectively) (P < 0.001). However, there was no significant difference in the percentage of histopathological results between the HPV16 + group and HPV16+/18/45 + groups (P > 0.05). The above results were consistent after stratification according to age. CONCLUSION The rate of histopathological abnormalities was still high for the other HR-HPV subtypes with NILM cytology, although the rate of histopathological abnormalities was much higher for the HPV 16/18/45 positive subtypes. Therefore, colposcopy should be performed in women with HPV E6/E7 mRNA positivity and NILM cytology, regardless of age and HPV genotype.
Collapse
Grants
- M-2022242 Shandong Provincial Traditional Chinese Medicine Science and Technology Development Project
- M-2022242 Shandong Provincial Traditional Chinese Medicine Science and Technology Development Project
- 2020YXNS026,2021YXNS085,2022YXNS007 the Key R&D Program of Jining
- 2020YXNS026,2021YXNS085,2022YXNS007 the Key R&D Program of Jining
- 2020YXNS026,2021YXNS085,2022YXNS007 the Key R&D Program of Jining
- 2020YXNS026,2021YXNS085,2022YXNS007 the Key R&D Program of Jining
- JYHL2018FMS07,JYHL2022FMS01 Research Fund for Academician Lin He New Medicine
- JYHL2018FMS07,JYHL2022FMS01 Research Fund for Academician Lin He New Medicine
- 81502255 the National Natural Science Foundation of China
- the Key R&D Program of Jining
Collapse
Affiliation(s)
- Ying Liu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Soochow University, Suzhou, 215000, China
- Department of Gynecology, Affiliated Hospital of Jining Medical University, Shandong, 272000, China
| | - Xiu Jin
- Department of Gynecology, Affiliated Hospital of Jining Medical University, Shandong, 272000, China
| | - Yingying Gong
- Department of Gynecology, Affiliated Hospital of Jining Medical University, Shandong, 272000, China
| | - Yingying Ma
- Department of Gynecology, Affiliated Hospital of Jining Medical University, Shandong, 272000, China
| | - Beibei Du
- Department of Gynecology, Affiliated Hospital of Jining Medical University, Shandong, 272000, China
| | - Linqing Yang
- Department of Gynecology, Affiliated Hospital of Jining Medical University, Shandong, 272000, China
| | - Yunfei Wang
- Department of Gynecology, Affiliated Hospital of Jining Medical University, Shandong, 272000, China.
| | - Weipei Zhu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Soochow University, Suzhou, 215000, China.
| |
Collapse
|
6
|
Zou M, Liu H, Liu H, Wang M, Zou Z, Zhang L. Vaccinating women previously treated for human papillomavirus-related cervical precancerous lesions is highly cost-effective in China. Front Immunol 2023; 14:1119566. [PMID: 37051255 PMCID: PMC10083292 DOI: 10.3389/fimmu.2023.1119566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 03/16/2023] [Indexed: 03/29/2023] Open
Abstract
BackgroundThe 2021 Chinese Expert Consensus on the Clinical Application of the Human Papillomavirus (HPV) Vaccine recommended vaccination for women who previously received ablative or excisional treatment for high-grade squamous intraepithelial lesion (HSIL). This study evaluates the cost-effectiveness of HPV vaccination in women previously treated for cervical precancerous lesions.MethodsWe used a Markov model to simulate the disease progression of both low- and high-risk HPV subtypes. We followed a cohort of 100,000 women aged 18-45 years who received treatment for cervical precancerous lesions for a lifetime (80 years). We used the Incremental Cost-Effectiveness Ratios (ICER) with a 5% discount rate to measure the cost-effectiveness of nine vaccination strategies, including a combination of HPV bivalent (HPV-2), quadrivalent (HPV-4) and nonavalent vaccine (HPV-9), each with three vaccination doses (one-, two- and three-dose). We conducted one-way sensitivity analysis and probabilistic sensitivity analysis. We followed the CHEERS 2022 guidelines.ResultsCompared to the status quo, the nine vaccination strategies would result in $3.057-33.124 million incremental cost and 94-1,211 incremental quality-adjusted life-years (QALYs) in 100,000 women previously treated for cervical precancerous lesions. Three vaccination strategies were identified on the cost-effectiveness frontier. In particular, ICER for one-dose HPV-4 vaccination was US$10,025/QALY compared to the status quo (no vaccination); ICER for two-dose HPV-4 vaccination was US$17,641//QALY gained compared to one-dose HPV-4 vaccination; ICER for three-dose HPV-4 vaccination was US$27,785/QALY gained compared with two-dose HPV-4 vaccination. With a willingness-to-pay of three times gross domestic product per capita (US$37655), three-dose HPV-4 vaccination was the most cost-effective vaccination strategy compared with the lower-cost non-dominated strategy on the cost-effectiveness frontier. A probabilistic sensitivity analysis confirmed a 99.1% probability of being cost-effective. If the cost of the HPV-9 is reduced to 50% of the current price, three-dose HPV-9 vaccination would become the most cost-effective strategy.DiscussionThree-dose HPV-4 vaccination is the most cost-effective vaccination strategy for women treated for precancerous cervical lesions in the Chinese setting.
Collapse
Affiliation(s)
- Maosheng Zou
- China–Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Centre, Xi’an, Shaanxi, China
| | - Hanting Liu
- China–Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Centre, Xi’an, Shaanxi, China
| | - Huan Liu
- China–Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Centre, Xi’an, Shaanxi, China
| | - Mengjie Wang
- China–Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Centre, Xi’an, Shaanxi, China
| | - Zhuoru Zou
- China–Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Centre, Xi’an, Shaanxi, China
- *Correspondence: Zhuoru Zou, ; Lei Zhang,
| | - Lei Zhang
- China–Australia Joint Research Centre for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Centre, Xi’an, Shaanxi, China
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia
- Central Clinical School, Faculty of Medicine, Monash University, Melbourne, VIC, Australia
- *Correspondence: Zhuoru Zou, ; Lei Zhang,
| |
Collapse
|
7
|
The cost-effectiveness of bivalent, quadrivalent, and nine-valent HPV vaccination in Asia: a systematic review. Arch Gynecol Obstet 2022; 306:173-187. [PMID: 35380278 DOI: 10.1007/s00404-021-06309-y] [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: 07/18/2021] [Accepted: 10/21/2021] [Indexed: 11/02/2022]
Abstract
PURPOSE The aim of this study was to systematically review the cost-effectiveness of HPV vaccination in Asia. METHODS We performed a systematic review of papers indexed in PubMed, Scopus, and Web of Science covering the period from 1 January 2000 to 13 August 2020. RESULTS Sixteen studies were included in the review. Half of them (8 studies) evaluated the cost-effectiveness of HPV vaccination in high-income countries and regions (HICs) while the other eight studies were set in low- and middle-income countries and regions (LMICs). In HICs, the implementation of bivalent, quadrivalent and nine-valent HPV vaccination was all shown to be cost-effective. Most studies (7/8) also showed that it was cost-effective to implement bivalent, quadrivalent, and nine-valent HPV vaccines in LMICs. However, one study concluded that it was not cost-effective to implement bivalent HPV vaccination in Thailand. CONCLUSION In general, the implementation of bivalent, quadrivalent and nine-valent HPV vaccination for adolescent girls was cost-effective in both high-income countries and regions and low- and middle-income countries and regions in Asia. Policy makers in HICs could consider expanding the target vaccinated population, while for LMICs it is essential to reduce HPV vaccine price to a level at which the implementation of HPV vaccination is cost-effective.
Collapse
|
8
|
Shi W, Cheng X, Wang H, Zang X, Chen T. Cost-effectiveness of human papillomavirus vaccine in China: a systematic review of modelling studies. BMJ Open 2021; 11:e052682. [PMID: 34880019 PMCID: PMC8655525 DOI: 10.1136/bmjopen-2021-052682] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES China suffers from high burdens of human papillomavirus (HPV) and cervical cancer, whereas the uptake of HPV vaccine remains low. The first Chinese domestic HPV vaccine was released in 2019. However, collective evidence on cost-effectiveness of HPV vaccination in China has yet to be established. We summarised evidence on the cost-effectiveness of HPV vaccine in China. DESIGN Systematic review and narrative synthesis DATA SOURCES: PubMed, EMBASE, China National Knowledge Infrastructure and Wanfang Data were searched through 2 January 2021 ELIGIBILITY CRITERIA FOR SELECTING STUDIES: Cost-effectiveness studies using a modelling approach focusing on HPV vaccination interventions in the setting of China were included for review. DATA EXTRACTION AND SYNTHESIS We extracted information from the selected studies focusing on cost-effectiveness results of various vaccination programmes, key contextual and methodological factors influencing cost-effectiveness estimates and an assessment of study quality. RESULTS A total of 14 studies were included for review. Considerable heterogeneity was found in terms of the methodologies used, HPV vaccination strategies evaluated and study quality. The reviewed studies generally supported the cost-effectiveness of HPV vaccine in China, although some reached alternative conclusions, particularly when assessed incremental to cervical cancer screening. Cost of vaccination was consistently identified as a key determinant for the cost-effectiveness of HPV vaccination programmes. CONCLUSIONS Implementing HPV vaccination programmes should be complemented with expanded cervical cancer screening, while the release of lower-priced domestic vaccine offers more promising potential for initiating public HPV vaccination programmes. Findings of this study contributes important evidence for policies for cervical cancer prevention in China and methodological implications for future modelling efforts.
Collapse
Affiliation(s)
- Wenchuan Shi
- School of Health Economics and Management, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Xiaoli Cheng
- Dongfang Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Haitao Wang
- Office of Financial Affairs, Chongqing Traditional Chinese Medicine Hospital, Chongqing, China, Chongqing, China
| | - Xiao Zang
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Tingting Chen
- The First School of Clinical Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| |
Collapse
|
9
|
Ding W, Ma Y, Ma C, Malone DC, Ma A, Tang W, Si L. The Lifetime Cost Estimation of Human Papillomavirus-related Diseases in China: A Modeling Study. J Transl Int Med 2021; 9:200-211. [PMID: 34900631 PMCID: PMC8629412 DOI: 10.2478/jtim-2021-0039] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES To estimate the lifetime treatment costs of patients with human papillomavirus (HPV) infection-related diseases in China and to provide cost estimates for the economic evaluation of HPV intervention strategies. METHODS We extracted real-world hospital data from 2012 to 2019 and screened for subjects who met the criteria of clinical diagnosis of HPV-related diseases to obtain country-specific inputs into a Markov decision model. The model simulated lifetime treatment costs for HPV from the perspective of a national payer. A 5% discount rate was applied. Costs were converted and inflated to 2020 US dollars (USD). RESULTS Using 2021 as the base year, the lifetime costs per patient for carcinoma in situ, local metastasis, and distant metastasis cervical cancer are $24,208 (95%CI: 18,793-30,897), $19,562 (95%CI: 14,456-25,567), and $17,599 (95%CI: 10,604-25,807), respectively. For carcinoma in situ, local metastasis, and distant metastasis vaginal cancer, the lifetime costs are $17,593 (95%CI: 14,962-23,596), $17,120 (95%CI: 13,215-22,417), and $22,411 (95%CI: 12,172-22,249), respectively. The base-case lifetime cost per patient for different stages of vulvar cancer/penile cancer/anal cancer/oral cancer/oropharyngeal cancer/laryngeal cancer falls within $17,120-$58,236. CONCLUSIONS Using real-world data, we calculated lifetime treatment costs of HPV-related cancer in China and found that the lifetime cost for patients exceeded $17,000 for various stages of disease. The national burden of HPV-related disease could be significantly reduced by eliminating HPV infection.
Collapse
Affiliation(s)
- Wenpei Ding
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
- Center for Pharmacoeconomics and Outcomes Research of China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
| | - Yue Ma
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
- Center for Pharmacoeconomics and Outcomes Research of China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
| | - Chao Ma
- Department of Economics, School of Economics and Management, Southeast University, Nanjing211189, Jiangsu Province, China
| | - Daniel C Malone
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, UT 84112, USA
| | - Aixia Ma
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
- Center for Pharmacoeconomics and Outcomes Research of China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
| | - Wenxi Tang
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
- Center for Pharmacoeconomics and Outcomes Research of China Pharmaceutical University, Nanjing211198, Jiangsu Province, China
| | - Lei Si
- The George Institute for Global Health, UNSW Sydney, Sydney, Australia
| |
Collapse
|
10
|
Ma X, Harripersaud K, Smith K, Fairley CK, Zou H, Zou Z, Wang Y, Zhuang G, Zhang L. Modeling the epidemiological impact and cost-effectiveness of a combined schoolgirl HPV vaccination and cervical cancer screening program among Chinese women. Hum Vaccin Immunother 2021; 17:1073-1082. [PMID: 33269990 PMCID: PMC8018426 DOI: 10.1080/21645515.2020.1832835] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 09/26/2020] [Indexed: 01/17/2023] Open
Abstract
Human papillomavirus (HPV) infection is common in women and also the main cause of cervical cancer. Based on a dynamic compartmental model, we aimed to evaluate the population impact and cost-effectiveness of strategies that combined cervical cancer screening and HPV schoolgirl vaccination for Chinese women. The effectiveness of interventions was assessed by comparing modeled scenarios to the status quo, where a 3-y cervical cancer screening program remained at a 20% coverage and without a universal HPV vaccination program. Our study demonstrated that increasing screening coverage from 20% to 50% would reduce the high-risk HPV (HR-HPV) prevalence to 5.4%, whereas a universal schoolgirl vaccination program using the quadrivalent vaccine (qHPV) with a coverage of 50% would reduce the prevalence to 2.9% by 2069. Scaling-up the cervical screening coverage to 50% will prevent 16,012 (95% CI: 8,791 to 25,913) Disability-Adjusted Life-Years (DALYs) per year, with an incremental cost-effectiveness ratio (ICER) of US$ 10,958 (95% CI: $169 to $26,973)/DALY prevented. At the current qHPV price, vaccinating 50% of school girls will prevent 13,854 (95% CI: 8,355 to 20,776) DALYs/year, but the corresponding incremental cost-effectiveness ratio (ICER, US$ 83,043, 95% CI: $52,234 to $138,025) exceeds cost-effectiveness threshold (i.e., 3 times GDP per-capita of China: $30,792). The qHPV vaccine requires at least a 50% price reduction to be cost-effective. Vaccinating schoolgirls will result in a large population health benefit in the long term, but such a universal HPV vaccination program can only be cost-effective with a substantial price reduction.
Collapse
Affiliation(s)
- Xiaomeng Ma
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Health Science Centre, Xi’an Jiao Tong University, Xi’an, China
- Institute of Health Policy Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Katherine Harripersaud
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kumi Smith
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Christopher K. Fairley
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Australia
- Central Clinical School, Faculty of Medicine Nursing and Health Sciences, Monash University, Clayton, Australia
| | - Huachun Zou
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Zhuoru Zou
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Health Science Centre, Xi’an Jiao Tong University, Xi’an, China
| | - Yueyun Wang
- Department of Maternal Care, Shenzhen Maternity and Child Health Hospitals, Shenzhen, Guangdong, China
| | - Guihua Zhuang
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Health Science Centre, Xi’an Jiao Tong University, Xi’an, China
| | - Lei Zhang
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Health Science Centre, Xi’an Jiao Tong University, Xi’an, China
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Australia
- Central Clinical School, Faculty of Medicine Nursing and Health Sciences, Monash University, Clayton, Australia
| |
Collapse
|
11
|
Abidi S, Labani S, Singh A, Asthana S, Ajmera P. Economic evaluation of human papillomavirus vaccination in the Global South: a systematic review. Int J Public Health 2020; 65:1097-1111. [PMID: 32712694 DOI: 10.1007/s00038-020-01431-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 06/30/2020] [Accepted: 07/08/2020] [Indexed: 10/23/2022] Open
Abstract
OBJECTIVES Many reviews have been conducted on the economic evaluation of the HPV vaccine in global north countries. But there is a dearth of such reviews in the Global South countries. Hence, this systematic review aims to summarize studies done in these countries. METHODS Four databases PubMed, Embase, Cochrane Library, and Google Scholar from 2009 to 2019 were searched for economic evaluations on HPV vaccination in the Global South countries. PRISMA guidelines were followed to include full-text articles. 40 original articles were shortlisted for full-text review. RESULTS Studies had varied models, assumptions, and results according to different scenarios. Most studies concluded HPV vaccination to be cost-effective under varied scenarios and vaccine cost was the most influential parameter affecting the sensitivity analyses, consequently incremental cost-effectiveness ratio. A wide range in the cost-effectiveness ratio was observed in the included studies due to different study settings, populations, and inconsistencies in modeling practices (variations in methodological approaches). CONCLUSIONS This review suggests the introduction of HPV vaccination alone or in combination with screening according to different countries. The price of the vaccine should be economical and funds for the vaccine should be provided by public sector firms.
Collapse
Affiliation(s)
- Saba Abidi
- Delhi Pharmaceutical Sciences and Research University, New Delhi, India.
| | - Satyanarayana Labani
- Indian Council of Medical Research - National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India
| | - Aastha Singh
- Delhi Pharmaceutical Sciences and Research University, New Delhi, India
| | - Smita Asthana
- Indian Council of Medical Research - National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India
| | - Puneeta Ajmera
- Delhi Pharmaceutical Sciences and Research University, New Delhi, India
| |
Collapse
|
12
|
Luo Y, He H, Tang X, Wang S, Zhang J, Wu T, Chen Z. Cost-effectiveness of 2-dose human papillomavirus vaccination for 12-year-old girls in Zhejiang Province: implications for China's expanded program on immunization. Hum Vaccin Immunother 2020; 16:1623-1629. [PMID: 32186953 DOI: 10.1080/21645515.2019.1711299] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The high cost and insufficient supply of HPV vaccines have substantially slowed their implementation in lower-income countries. This study aimed to assess the incremental cost-effectiveness of two doses of human papillomavirus (HPV) vaccination (bivalent 16/18 vaccine; 2vHPV) compared to a no-vaccination scenario and a three-dose scenario in one province in China. METHODS A static Markov model was used to model a lifetime cohort of 100,000 girls aged 12 years at the start of vaccination. A two-dose vaccination schedule was assumed to be non-inferior to a three-dose schedule in terms of vaccine efficacy, and both vaccination schemes were assumed to provide lifelong protection. Incremental costs, health effects and incremental cost-effectiveness ratios were used to measure the outcomes when comparing the different strategies. RESULTS Compared to no vaccination, the incremental cost-effectiveness ratio (Chinese yuan per quality-adjusted life year) of the two-dose vaccination strategy is 12,472, and the 2-dose strategy is calculated to be cost saving relative to the 3-dose vaccination strategy. CONCLUSIONS Introducing the 2vHPV vaccine would be highly cost effective at a per-dose vaccine price of CNY 500, which has implications for cervical cancer control in China and other resource-limited countries.
Collapse
Affiliation(s)
- Yan Luo
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, School of Public Health, Xiamen University , Xiamen, China
| | - Hanqing He
- Institute of Immunization and Prevention, Zhejiang Provincial Center for Disease Control and Prevention , Hangzhou, China
| | - Xuewen Tang
- Institute of Immunization and Prevention, Zhejiang Provincial Center for Disease Control and Prevention , Hangzhou, China
| | - Shenyu Wang
- Institute of Immunization and Prevention, Zhejiang Provincial Center for Disease Control and Prevention , Hangzhou, China
| | - Jun Zhang
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, School of Public Health, Xiamen University , Xiamen, China
| | - Ting Wu
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, School of Public Health, Xiamen University , Xiamen, China
| | - Zhiping Chen
- Institute of Immunization and Prevention, Zhejiang Provincial Center for Disease Control and Prevention , Hangzhou, China
| |
Collapse
|
13
|
Liu YJ, Keane A, Simms KT, Lew JB, Shi JF, Mazariego C, Yuill S, Jeronimo J, Qiao YL, Canfell K. Development and application of a framework to estimate health care costs in China: The cervical cancer example. PLoS One 2019; 14:e0222760. [PMID: 31574103 PMCID: PMC6773209 DOI: 10.1371/journal.pone.0222760] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2018] [Accepted: 09/07/2019] [Indexed: 11/25/2022] Open
Abstract
Objectives Information on healthcare costs in low-and-middle-income countries is limited. This study presents a framework to perform healthcare cost estimates for each province in China. Methods This study has two aims. Using cervical cancer as an example, the first aim is to use data (including micro-costing data) from one province to derive estimates for other provinces in China. This used provincial and national Chinese-language statistical reports and considered levels of service delivery, hospital-seeking behaviour, and the urban/rural population distribution. The second aim is to characterise the relationship between the reference costs estimated using the method mentioned above and two sets of cost estimates derived using simplified cost-scaling method with per capita Gross Domestic Product (GDP), and the Human Development Index (HDI). For simplified methods, regression modelling characterised the relationship between province-specific healthcare costs and macro-economic indicators, then we used the exponential fit to extrapolate costs. Results Using the reference method, the estimated costs were found to vary substantially by urban/rural regions and between provinces; the ratios of highest to lowest provincial costs were 3.5 for visual inspection with acetic acid (VIA), 4.4 for cold knife conisation (CKC) and 4.6 for stage II cancer treatment. The HDI-based scaling method generally resulted in a better fit to reference costs than the GDP method. Conclusions These reference costs for cervical cancer can inform cost-effectiveness evaluation of cervical screening and HPV vaccination in China. HDI-based methods for cost-scaling-based on social, as well as purely economic, factors-have potential to provide more accurate estimates.
Collapse
Affiliation(s)
- Yi-Jun Liu
- School of Public Health, Zunyi Medical University, Zunyi, China
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
| | - Adam Keane
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
| | - Kate T. Simms
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
| | - Jie-Bin Lew
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
| | - Ju-Fang Shi
- Department of Epidemiology, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Carolyn Mazariego
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
| | - Susan Yuill
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
| | - Jose Jeronimo
- Global Coalition against Cervical Cancer, Arlington, Virginia, United States of America
| | - You-Lin Qiao
- Department of Epidemiology, Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Karen Canfell
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
- School of Public Health, University of Sydney, Sydney, Australia
- Prince of Wales Clinical School, Faculty of Medicine, UNSW, Sydney, Australia
- * E-mail:
| |
Collapse
|
14
|
Mo X, Gai Tobe R, Wang L, Liu X, Wu B, Luo H, Nagata C, Mori R, Nakayama T. Cost-effectiveness analysis of different types of human papillomavirus vaccination combined with a cervical cancer screening program in mainland China. BMC Infect Dis 2017; 17:502. [PMID: 28720082 PMCID: PMC5516327 DOI: 10.1186/s12879-017-2592-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 07/04/2017] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND China has a high prevalence of human papillomavirus (HPV) and a consequently high burden of disease with respect to cervical cancer. The HPV vaccine has proved to be effective in preventing cervical cancer and is now a part of routine immunization programs worldwide. It has also proved to be cost effective. This study aimed to assess the cost-effectiveness of 2-, 4-, and 9-valent HPV vaccines (hereafter, HPV2, 4 or 9) combined with current screening strategies in China. METHODS A Markov model was developed for a cohort of 100,000 HPV-free girls to simulate the natural history to HPV infection. Three recommended screening methods (1. liquid-based cytology test + HPV DNA test; 2. pap smear cytology test + HPV DNA test; 3. visual inspection with acetic acid) and three types of HPV vaccination program (HPV2/4/9) were incorporated into 15 intervention options, and the incremental cost-effectiveness ratio (ICER) was calculated to determine the dominant strategies. Costs, transition probabilities and utilities were obtained from a review of the literature and national databases. One-way sensitivity analyses and threshold analyses were performed for key variables in different vaccination scenarios. RESULTS HPV9 combined with screening showed the highest health impact in terms of reducing HPV-related diseases and increasing the number of quality-adjusted life years (QALYs). Under the current thresholds of willingness to pay (WTP, 3 times the per capita GDP or USD$ 23,880), HPV4/9 proved highly cost effective, while HPV2 combined with screening cost more and was less cost effective. Only when screening coverage increased to 60% ~ 70% did the HPV2 and screening combination strategy become economically feasible. CONCLUSIONS The combination of the HPV4/9 vaccine with current screening strategies for adolescent girls was highly cost-effective and had a significant impact on reducing the HPV infection-related disease burden in Mainland China.
Collapse
Affiliation(s)
- Xiuting Mo
- Department of Health Informatics, Kyoto University School of Public Health, Kyoto, Japan
- Department of Health Policy, National Center for Child Health and Development, Okura 2-10-1, Setagaya-ku, Tokyo, 157-8535 Japan
| | - Ruoyan Gai Tobe
- Department of Health Policy, National Center for Child Health and Development, Okura 2-10-1, Setagaya-ku, Tokyo, 157-8535 Japan
| | - Lijie Wang
- Department of Gynecology, Qilu Hospital of Shandong University, Jinan, China
| | - Xianchen Liu
- College of Pharmacy, The University of Tennessee Health Science Center, Memphis, TN USA
| | - Bin Wu
- Medical Decision and Economic Group, Department of Pharmacy, Ren Ji Hospital affiliated with Medical School of Shanghai Jiao tong University, Shanghai, China
| | - Huiwen Luo
- Nanjing Drum Tower Hospital affiliated Medical School of Nanjing University, Nanjing, China
| | - Chie Nagata
- Department of Education for Clinical Research, National Centre for Child Health and Development, Tokyo, Japan
| | - Rintaro Mori
- Department of Health Policy, National Center for Child Health and Development, Okura 2-10-1, Setagaya-ku, Tokyo, 157-8535 Japan
| | - Takeo Nakayama
- Department of Health Informatics, Kyoto University School of Public Health, Kyoto, Japan
| |
Collapse
|