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Zhou W, Lu X, Lu J, Zhang Q, Fu X, Sun X, Guo X, Lu Y. Parental willingness to pay and preference for human papillomavirus vaccine for girls aged 9-14 in subsidy scenarios in Shanghai, China. Hum Vaccin Immunother 2024; 20:2372883. [PMID: 38977424 PMCID: PMC11232639 DOI: 10.1080/21645515.2024.2372883] [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: 01/10/2024] [Accepted: 06/23/2024] [Indexed: 07/10/2024] Open
Abstract
Multiple studies have documented low human papillomavirus (HPV) vaccine uptake among Chinese girls. It remains crucial to determine the parental willingness to pay (WTP) HPV vaccine for girls. We conducted a cross-sectional study recruiting 3904 parents with girls aged 9-14 in Shanghai, China, employing an online questionnaire with a convenience sampling strategy. Parental WTP, both range of payment and estimated point value, were determined for themselves (or wives) and daughters. HPV vaccine uptake was 22.44% in mothers and 3.21% in daughters. Respondents favored WTP ≤ 1000 CNY/138 USD for themselves (or wives), whereas showed increasing WTP along with valency of HPV vaccine for daughters (2-valent: 68.62% ≤1000 CNY/138 USD; 4-valent: 56.27% 1001-2000 CNY/138-277 USD; 9-valent: 65.37% ≥2001 CNY/277 USD). Overall, respondents showed higher WTP for daughters (median 2000 CNY/277 USD; IQR 1000-3600 CNY/138-498 USD) than for themselves (2000 CNY/277 USD; 1000-3500 CNY/138-483 USD) or wives (2000 CNY/277 USD; 800-3000 CNY/110-414 USD) (each p < .05). Furthermore, parental WTP was higher for international vaccine and 9-valent vaccine (each p < 0.05). Between two assumed government subsidy scenarios, parental preference for 9-valent vaccine remained consistently high for daughters (approximately 24% in each scenario), whereas preference for themselves (or wives) was sensitive to payment change between the subsidy scenarios. Using a discrete choice experiment, we found domestic vaccine was commonly preferred; however, certain sociodemographic groups preferred multivalent HPV vaccines. In conclusion, the valency of HPV vaccine may influence parental decision-making for daughters, in addition to vaccine price. Our findings would facilitate tailoring the HPV immunization program in China.
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Affiliation(s)
- Weiyu Zhou
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety, School of Public Health, Fudan University, Shanghai, China
| | - Xinyue Lu
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety, School of Public Health, Fudan University, Shanghai, China
| | - Jia Lu
- Department of Immunization Planning, Minhang District Center for Disease Control and Prevention, Shanghai, China
| | - Qian Zhang
- Department of Immunization Planning, Jiading District Center for Disease Control and Prevention, Shanghai, China
| | - Xiaoya Fu
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety, School of Public Health, Fudan University, Shanghai, China
| | - Xiaodong Sun
- Institute of Immunization Planning, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Xiang Guo
- Institute of Immunization Planning, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Yihan Lu
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety, School of Public Health, Fudan University, Shanghai, China
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Ozdemir S, Gonzalez JM, Bansal P, Huynh VA, Sng BL, Finkelstein E. Getting it right with discrete choice experiments: Are we hot or cold? Soc Sci Med 2024; 348:116850. [PMID: 38608481 DOI: 10.1016/j.socscimed.2024.116850] [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: 12/22/2023] [Revised: 02/26/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024]
Abstract
Discrete Choice Experiments (DCEs) are widely employed survey-based methods to assess preferences for healthcare services and products. While they offer an experimental way to represent health-related decisions, the stylized representation of scenarios in DCEs may overlook contextual factors that could influence decision-making. The aim of this paper was to evaluate the predictive validity of preferences elicited through a DCE in decisions likely influenced by a hot-cold empathy gap, and compare it to another commonly used method, a direct-elicitation question. We focused on preferences for pain-relief modalities, especially for an epidural during childbirth - a context where direct-elicitation questions have shown a preference for or intention to have a natural birth (representing the "cold" state), yet individuals often opt for an epidural during labor (representing the "hot" state). Leveraging a unique dataset collected from 248 individuals, we incorporated both the stated preferences collected through a survey administered upon hospital admission for childbirth and the actual pain-relief modality usage data documented in medical records. The DCE allowed for the evaluation of scenarios outside of those expected by respondents to simulate decision-making during childbirth. When we compared the predicted epidural use with the actual epidural use during labor, we observed a choice concordance of 71-60%, depending on the model specification. The concordance rate between the predicted and actual choices increased to 77-76% when accounting for the initial use of other ineffective modalities. In contrast, the direct-elicitation choices, relying solely on respondents' baseline expectations, yielded a lower concordance rate of 58% with actual epidural use. These findings highlight the flexibility of the DCE method in simulating complex decision contexts, including those involving hot-cold empathy gaps. The DCE proves valuable in assessing nuanced preferences, providing a more accurate representation of the decision-making processes in healthcare scenarios.
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Affiliation(s)
- Semra Ozdemir
- Department of Population Health Sciences, Duke University, Durham, NC, USA; Duke Clinical Research Institute, Duke University, Durham, NC, USA; Signature Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore.
| | - Juan Marcos Gonzalez
- Department of Population Health Sciences, Duke University, Durham, NC, USA; Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - Prateek Bansal
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore
| | - Vinh Anh Huynh
- Signature Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Ban Leong Sng
- Department of Women's Anaesthesia, KK Women's and Children's Hospital, Singapore; Duke-NUS Medical School, Singapore
| | - Eric Finkelstein
- Department of Population Health Sciences, Duke University, Durham, NC, USA; Signature Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore
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Zhou W, Guo X, Lu J, Lu X, Fu X, Lu Y. Parental willingness to accept and pay human papillomavirus vaccine for boys aged 9-14 in a metropolis area of China: Evidence for developing a vaccination strategy. Vaccine 2024; 42:2246-2253. [PMID: 38423812 DOI: 10.1016/j.vaccine.2024.02.076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 02/25/2024] [Accepted: 02/25/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Increasing countries are expanding the human papillomavirus (HPV) vaccination to men, which has not yet been licensed in China. This study investigated the parental willingness to accept (WTA) and pay (WTP) HPV vaccine for their sons aged 9-14. METHODS In Shanghai, a metropolis area of China, parents with boys aged 9-14 were recruited to complete an online questionnaire using a convenience sampling strategy. Parental WTA were determined for parents themselves and for their sons. Parental preference of HPV vaccine was measured using discrete choice experiment in two assumed government subsidy scenarios that referred to HPV vaccination subsidy mechanisms for girls in China. Additionally, parental WTP was estimated using contingent valuation method. RESULTS A total of 2493 parents with boys aged 9-14 were included in the study. Majority of mothers (88.99 % and 90.99 %) and fathers (79.57 % and 85.04 %) showed WTA HPV vaccine for themselves and sons, respectively. Parental gender, age, monthly household income, knowledge, and awareness were positively associated with parental WTA for their sons (each P < 0.05). Remarkably, more mothers showed specific preference of HPV vaccine for themselves (53.67 %) and sons (47.78 %), while more fathers showed no preference for themselves (46.76 %) and sons (53.81 %). In the two assumed government subsidy scenarios, parents mostly preferred domestic HPV vaccines for themselves and sons (each P < 0.05). Additionally, mothers had significantly higher WTP for sons (mean value, 2122.75 CNY) than fathers did (1695.40 CNY) (P < 0.001). However, parental WTP was similar between for themselves and for sons, regardless of mothers and fathers (each P > 0.05). CONCLUSION Parents have high WTA and WTP HPV vaccine for boys aged 9-14 in Shanghai, which may provide evidence for preparing HPV vaccination strategy. Acceptance of HPV vaccines and roll-out in boys could be enhanced through the availability of government subsidy mechanism and domestic HPV vaccines.
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Affiliation(s)
- Weiyu Zhou
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety (Fudan University), School of Public Health, Fudan University, Shanghai 200032, China
| | - Xiang Guo
- Institute of Immunization Planning, Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
| | - Jia Lu
- Department of Immunization Planning, Minhang District Center for Disease Control and Prevention, Shanghai 201101, China
| | - Xinyue Lu
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety (Fudan University), School of Public Health, Fudan University, Shanghai 200032, China
| | - Xiaoya Fu
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety (Fudan University), School of Public Health, Fudan University, Shanghai 200032, China
| | - Yihan Lu
- Department of Epidemiology, Ministry of Education Key Laboratory of Public Health Safety (Fudan University), School of Public Health, Fudan University, Shanghai 200032, China.
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Ben-Aharon O, Sergienko R, Iskrov G, Greenberg D. Willingness to pay for an mRNA-based anti-cancer treatment: results from a contingent valuation study in Israel. Isr J Health Policy Res 2024; 13:9. [PMID: 38374060 PMCID: PMC10875764 DOI: 10.1186/s13584-024-00594-z] [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: 07/20/2023] [Accepted: 02/02/2024] [Indexed: 02/21/2024] Open
Abstract
BACKGROUND mRNA technology is currently being investigated for a range of oncology indications. We assessed the willingness to pay (WTP) of the general population in Israel for a hypothetical novel mRNA-based treatment for oncology indications. METHODS We used a contingent valuation methodology to elicit WTP using a web-based questionnaire. A sample of adult participants were presented with a hypothetical scenario in which an mRNA-based intervention increased the likelihood of a cure for various cancer types from 20% to 40% (half of the sample), or 60% (the other half of the sample). RESULTS 531 respondents completed the questionnaire. The mean, median and mode WTP for the proposed hypothetical treatment in both scenarios were ILS65,000 (± ILS114,000), ILS20,000 and ILS50,000, respectively (1USD = 3.4ILS). The WTP was skewed towards zero, and 9.6% of the respondents were not willing to pay any amount. WTP higher amounts was significantly associated with higher income (p < 0.01), self-reported good health (p < 0.05), supplementary health insurance (p < 0.05), Jews compared to other populations (p < 0.01), interest in technology (p < 0.001) and a tendency to adopt medical innovations (p < 0.001). No statistical difference between the 40% vs. the 60% potential cure scenarios was found. Logistic and OLS regressions indicated that age, religion, income, and interest in adopting medical innovations were the best predictors of respondents' WTP. CONCLUSION Despite the scientific breakthroughs in oncology treatment over the last few decades, many types of cancer are still incurable. Given the expected development of innovative mRNA-based treatments for cancer, these results should inform policymakers, the pharmaceutical industry and other stakeholders on the future coverage and reimbursement of these technologies incorporating patients' and societal views. To date, WTP considerations have not been given much weight in prioritization of drug reimbursement processes, neither in Israel nor in other countries. As a pioneer in adoption of the mRNA technology, Israel can also lead the incorporation of WTP considerations in this field.
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Affiliation(s)
- Omer Ben-Aharon
- Department of Health Policy and Management, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel.
| | - Ruslan Sergienko
- Department of Health Policy and Management, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Georgi Iskrov
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, Plovdiv, Bulgaria
| | - Dan Greenberg
- Department of Health Policy and Management, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
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Xu B, Song B, Chang S, Gu S, Xi H. Heuristics in vaccination Decision-Making for newly developed Vaccines: Understanding the public's imitative behavior. Prev Med Rep 2024; 37:102548. [PMID: 38186658 PMCID: PMC10767494 DOI: 10.1016/j.pmedr.2023.102548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 01/09/2024] Open
Abstract
This study aims to investigate the extent to which the public engages in imitative behavior in their vaccination decisions for newly developed vaccines in the Chinese context. Given the crucial role of newly developed vaccines in preventing and controlling the COVID-19 pandemic, a better understanding of how people make decisions about vaccination with new vaccines is important for overcoming vaccine hesitation and promoting widespread adoption of the vaccines. Our results indicate that the public's decision-making about the newly developed vaccine is influenced by a range of heuristics, including a privileged information heuristic, competence heuristic, and consensus heuristic. Specifically, individuals are more likely to imitate the vaccination behavior of those with privileged information, such as insiders, and those with perceived competence in the field, such as experts. Our findings also demonstrate the impact of majority influence, as the popularity of new vaccines leads to an increase in vaccination uptake through herd behavior. Our data highlights the importance of the first movers who are insiders with privileged information or experts with competence, as their behavior can significantly shape the vaccination decisions of others. Our study provides valuable insights into the complex interplay of heuristics and imitative behavior in vaccination decision-making for newly developed vaccines.
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Affiliation(s)
- Biao Xu
- School of Government, Nanjing University, Nanjing, China
| | - Baoxiang Song
- School of Economics and Management, Nanjing University of Chinese Medicine, China
| | - Shiyun Chang
- School of Government, Nanjing University, Nanjing, China
| | - Shuyan Gu
- School of Government, Nanjing University, Nanjing, China
| | - Hailing Xi
- School of Government, Nanjing University, Nanjing, China
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Wassie M, Zegeye AF, Worku W, Sisay T, Eyob T, Gebeyehu DA. Willingness to accept human papilloma virus vaccination and its associated factors among parents with eligible daughters in Addis Zemen town, Northwest Ethiopia. Infect Agent Cancer 2023; 18:84. [PMID: 38129887 PMCID: PMC10740298 DOI: 10.1186/s13027-023-00551-6] [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: 06/13/2023] [Accepted: 10/31/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Cervical cancer is one of the most common cancers in women. Evidences show that, routine immunization of girls at age 14 year and immunization of girls at age 9 year through a 5 years extended interval between doses are the most efficient to control the disease. Despite this, there is very little information on parents' willingness to accept the human papilloma virus vaccine. Therefore, assessing willingness to accept human papilloma virus vaccination and its associated factors among parents with eligible daughter will help to designing, implementing and monitoring effectiveness of HPV vaccine immunization program. METHODS A community-based cross-sectional study was conducted among 386 parents with eligible daughters from 8July-6August, 2022. The multistage sampling technique was used. Data was collected using an interviewer-administered questionnaire. Responses were coded and entered into the computer using EPI data version 4.606 statistical packages, and SPSS version 23 was used for data analysis. Frequencies, percentages and means were as to describe the study variables in relation to the participants. Bivariable and multivariable logistic regression were employed. The statistical significance was set at a p-value of < 0.05 with its respected odds ratio. RESULTS A total of 386 study participants were included in the study. Among participants, 80.3% (95% CI: 76.3, 84) were willing to vaccinate their daughters for HPV vaccination. The parents' willingness was affected by the male parents ([AOR = 3.5; 95% CI (1.673-7.371)], fear of side effects [AOR = 0.385; 95% CI (0.206-0.718)], and with poor awareness on the HPV vaccine [AOR = 0.483; 95% CI (0.259- 0.900)]. CONCLUSION The study has shown that willingness to accept the HPV vaccine is about 80% and significantly affected with parental sex, information on the HPV vaccine, and fear of side effects. As such, it may be helpful for the health care providers and the health care policy makers to emphasize on providing easily understandable information using mass media and social campaign. In addition giving trainings more targeted to female parents might be important.
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Affiliation(s)
- Mulugeta Wassie
- School of nursing, College of Medicine and health sciences, University of Gondar, Gondar, Ethiopia.
| | | | - Wondesen Worku
- School of nursing, College of Medicine and health sciences, University of Gondar, Gondar, Ethiopia
| | - Tiruye Sisay
- School of nursing, College of Medicine and health sciences, University of Gondar, Gondar, Ethiopia
| | - Tsadik Eyob
- School of nursing, College of Medicine and health sciences, University of Gondar, Gondar, Ethiopia
| | - Daniel Ayelegne Gebeyehu
- Department of Psychiatry, school of Medicine, College of Medicine and health sciences, University of Gondar, Gondar, Ethiopia
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Parvizi S, Mehrara M, Taiebnia A. Investigating preferences of the covid-19 vaccine among individuals in Iran: Discrete choice experiment analysis. Health Sci Rep 2023; 6:e1332. [PMID: 37313535 PMCID: PMC10259456 DOI: 10.1002/hsr2.1332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 05/22/2023] [Accepted: 05/31/2023] [Indexed: 06/15/2023] Open
Abstract
Background and Aims This study aimed to estimate the preferences for COVID-19 vaccines among a sample of Iranian adults and to understand the sources of preference heterogeneity. Methods A web-based survey was conducted from April to July 2021; out of 1747 participants, 678 completed the survey. Seven key attributes were selected, namely effectiveness, risk of severe side effects, risk of mild side effects, number of doses, duration of protection, location of manufacture, and price. Additionally, conditional logit and mixed logit models were used to analyze the data. Results The results of this study indicate that vaccine effectiveness, protective duration, the risk of side effects, and price are the most important factors that influence vaccine preferences. Furthermore, we identified heterogeneity in preferences, indicating that not all individuals respond in the same way to vaccine attributes. Conclusion The majority of Iranians prefer to get the Covid-19 vaccine. Policymakers should consider these findings when implementing successful programs. This study contributes to the literature by estimating Iranian respondents' preferences for the Covid-19 vaccine and identifying the heterogeneity in their preferences for vaccine attributes. The findings may also inform future research and policies related to Covid-19 vaccination programs in Iran.
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Affiliation(s)
| | | | - Ali Taiebnia
- Faculty of economicsUniversity of TehranTehranIran
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Ben-Aharon O, Iskrov G, Sagy I, Greenberg D. Willingness to pay for cancer prevention, screening, diagnosis, and treatment: a systematic review. Expert Rev Pharmacoecon Outcomes Res 2023; 23:281-295. [PMID: 36635646 DOI: 10.1080/14737167.2023.2167713] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
INTRODUCTION Willingness to pay (WTP) studies examine the maximum amount of money an individual is willing to pay for a specified health intervention, and can be used to inform coverage and reimbursement decisions. Our objectives were to assess how people value cancer-related interventions, identify differences in the methodologies used, and review the trends in studies' publication. AREAS COVERED We extracted PubMed and EconLit articles published in 1997-2020 that reported WTP for cancer-related interventions, characterized the methodological differences and summarized each intervention's mean and median WTP values. We reviewed 1,331 abstracts and identified 103 relevant WTP studies, of which 37 (36%) focused on treatment followed by screening (26), prevention (21), diagnosis (7) and other interventions (12). The methods used to determine WTP values were primarily discrete-choice questions (n = 54, 52%), bidding games (15), payment cards (12) and open-ended questions (12). We found a wide variation in WTP reported values ranged from below $100 to over $20,000. EXPERT OPINION The WTP literature on oncology interventions has grown rapidly. There is considerable heterogeneity with respect to the type of interventions and diseases assessed, the respondents' characteristics, and the study methodologies. This points to the need to establish international guidelines for best practices in this field.
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Affiliation(s)
- Omer Ben-Aharon
- Department of Health Policy and Management, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
| | - Georgi Iskrov
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, Bulgaria
| | - Iftach Sagy
- Department of Health Policy and Management, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel.,Soroka Medical Center, and Faculty of Health Sciences, Ben-Gurion University of the Negev, Israel
| | - Dan Greenberg
- Department of Health Policy and Management, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
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Balogun FM, Omotade OO, Svensson M. Stated preferences for human papillomavirus vaccination for adolescents in selected communities in Ibadan, Southwest Nigeria: A discrete choice experiment. Hum Vaccin Immunother 2022; 18:2124091. [PMID: 36383765 DOI: 10.1080/21645515.2022.2124091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Administration of the human papillomavirus (HPV) vaccine in early adolescence is effective in preventing cervical cancer, a common cancer in sub-Saharan Africa. Nigeria is in the pre-introduction era of the HPV vaccine. Understanding the preferences of the population for the vaccine can help design the HPV immunization program to ensure high uptake of the vaccine. This study explored the preferences for the HPV vaccine among stakeholders in selected communities in Ibadan, Nigeria. A discrete choice experiment survey based on six attributes of the HPV vaccine (which were the number of doses, the efficacy of the vaccine, cost of the vaccine, location of the service point, other benefits of the vaccine apart from prevention of cervical cancer and the odds of a side effect from the vaccine) was carried out in five communities. Data were analyzed using conditional and mixed logit models. Seven hundred community members were recruited, 144 (20.7%) were adolescents and 248 (35.4%) were males. In line with expectations, respondents preferred vaccines with higher efficacy, less severe side effects and lower costs. Preference heterogeneity was identified for adolescents that were less price-sensitive and other community members who were less likely to prefer using schools as the service point. The high socioeconomic class preferred a vaccine that also prevents genital warts. There were variabilities in the preferences for the attributes of the HPV vaccine in the study communities. These variabilities need to be considered in the introduction of the HPV vaccine to ensure high uptake of the vaccine.
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Affiliation(s)
- Folusho M Balogun
- Institute of Child Health, College of Medicine, University of Ibadan, Ibadan, Nigeria.,Institute of Child Health, University College Hospital, Ibadan, Nigeria
| | - Olayemi O Omotade
- Institute of Child Health, College of Medicine, University of Ibadan, Ibadan, Nigeria.,Institute of Child Health, University College Hospital, Ibadan, Nigeria
| | - Mikael Svensson
- School of Public Health & Community Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
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Lu X, Ji M, Wagner AL, Huang W, Shao X, Zhou W, Lu Y. Willingness to pay for HPV vaccine among female health care workers in a Chinese nationwide survey. BMC Health Serv Res 2022; 22:1324. [PMID: 36335333 PMCID: PMC9637298 DOI: 10.1186/s12913-022-08716-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 10/17/2022] [Indexed: 11/07/2022] Open
Abstract
Background Payment methods for human papillomavirus (HPV) vaccine could substantially influence vaccination behavior. In China, HPV vaccination uptake remains currently low. This study aims to determine willingness to pay (WTP) for HPV vaccines among Chinese female health care workers under different payment scenarios. Methods This is a nationwide online survey recruiting female health care workers aged 18–45 years from 31 provinces throughout China. We collected the respondents’ vaccination status of HPV vaccines and their sociodemographics. Two WTPs were defined and estimated in the study. A general WTP for HPV vaccination was determined using the contingent valuation method with double dichotomous choice bidding. A WTP out-of-pocket was estimated for each HPV vaccine under two scenarios, including partial coverage by governmental subsidy or partial incorporation in basic medical insurance. Accordingly, a multivariable linear regression model was employed to determine the association between sociodemographis and general WTP. Then the maximum WTP out-of-pocket was compared among the respondents’ attitude shift towards HPV vaccination, payment scenarios, and levels of vaccine attributes, using non-parametric Kruskal-Wallis test. Results A total of 15,969 respondents were included in the study. The median general WTP was 2000 CNY (interquartile range, 1000–3200 CNY), positively associated with younger age, unmarried status, higher monthly income, fewer children, more positive vaccination behavior, working in tertiary hospital, higher local GDP and HDI (each P < 0.05). Moreover, the median WTP out-of-pocket was 1250 CNY (540–2000 CNY). It was significantly higher for vaccines partly covered by governmental subsidy (median, 1250 CNY; interquartile range, 560–2000 CNY), imported vaccines (1260 CNY; 630–1960 CNY), and 9-valent vaccines (1400 CNY; 750–2240 CNY) (each P < 0.001). Additionally, majority of respondents did not change their attitude towards HPV vaccination between two payment scenarios; those remaining with more expensive HPV vaccines (51.1%) had higher WTP out-of-pocket (1400 CNY; 560–2250 CNY) than those with cheaper vaccines (39.0%) (1120 CNY; 490–1960 CNY) (P < 0.001). Conclusion Chinese female health care workers have high WTP for HPV vaccines. A direct public funding for HPV vaccination is more preferable. Our findings may facilitate the adjustment of HPV vaccination strategy and payment mechanism in China. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-08716-6.
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Wang X, Feng Y, Zhang Q, Ye L, Cao M, Liu P, Liu S, Li S, Zhang J. Parental preference for Haemophilus influenzae type b vaccination in Zhejiang Province, China: A discrete choice experiment. Front Public Health 2022; 10:967693. [PMID: 36466507 PMCID: PMC9710483 DOI: 10.3389/fpubh.2022.967693] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 10/11/2022] [Indexed: 11/07/2022] Open
Abstract
Background China is the only country in the world that has not included the Haemophilus influenzae type b (Hib) vaccine in its National Immunization Program, making it more difficult to eliminate Hib-related diseases through Hib vaccination. It is necessary to study parental preferences for Hib vaccination to optimize vaccine promotion strategies in China. Objective This study aimed to investigate Chinese parental preference for five attributes of Hib vaccination, i.e., the place of origin, effectiveness, adverse event, doctors' recommendation, and the price of full vaccination when making a decision to vaccinate their children under 2 years old. Methods A cross-sectional survey was conducted in two cities in Zhejiang Province from November to December in 2020 using a discrete choice experiment (DCE). A mixed logit model was used to estimate participating parents' preference for Hib vaccination attributes included in the DCE. Subgroup analysis and probability analysis were also conducted to capture the heterogeneity and trade-off of parental preference for Hib vaccination. Results Data from 6,168 observations were included in the analyses. Parents of children are, on average, more likely to voice a positive preference for Hib vaccination. Such attributes of Hib vaccination as effectiveness and doctor's recommendation have a significant positive influence on parents' preference for Hib vaccination, while imported vaccines, adverse events, and the price of full vaccination have a significant negative influence on parents' preference. Parents with different demographic characteristics also existed heterogeneities in preference for Hib vaccination. Parents will make a trade-off on price if the Hib vaccine has a good performance on effectiveness and safety. Conclusion The study found that, regardless of the place of origin of the Hib vaccine, parents with children under 2 years old prefer to compromise on price if the vaccine has a better effectiveness and safety profile. A proactive recommendation from doctors would strengthen their willingness for Hib vaccination. These findings help aid the development of communication strategies with parents for Hib vaccination in China.
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Affiliation(s)
- Xianglin Wang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China,School of Health Policy and Management, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Yi Feng
- Business School, Sichuan University, Chengdu, China
| | - Qian Zhang
- Department of National Immunization Program, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Lihong Ye
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Man Cao
- School of Health Policy and Management, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Ping Liu
- Centre for Health Management and Policy Research, School of Public Health, Shandong University, Jinan, China
| | - Shimeng Liu
- School of Public Health, Fudan University, Shanghai, China,National Health Commission (NHC) Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, China
| | - Shunping Li
- School of Health Care Management, Shandong University, Jinan, China,National Health Commission (NHC) Key Laboratory of Health, Economics and Policy Research (Shandong University), Jinan, China
| | - Juan Zhang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China,*Correspondence: Juan Zhang
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12
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Karim S, Craig BM, Vass C, Groothuis-Oudshoorn CGM. Current Practices for Accounting for Preference Heterogeneity in Health-Related Discrete Choice Experiments: A Systematic Review. PHARMACOECONOMICS 2022; 40:943-956. [PMID: 35960434 DOI: 10.1007/s40273-022-01178-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/12/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Accounting for preference heterogeneity is a growing analytical practice in health-related discrete choice experiments (DCEs). As heterogeneity may be examined from different stakeholder perspectives with different methods, identifying the breadth of these methodological approaches and understanding the differences are major steps to provide guidance on good research practices. OBJECTIVES Our objective was to systematically summarize current practices that account for preference heterogeneity based on the published DCEs related to healthcare. METHODS This systematic review is part of the project led by the Professional Society for Health Economics and Outcomes Research (ISPOR) health preference research special interest group. The systematic review conducted systematic searches on the PubMed, OVID, and Web of Science databases, as well as on two recently published reviews, to identify articles. The review included health-related DCE articles published between 1 January 2000 and 30 March 2020. All the included articles also presented evidence on preference heterogeneity analysis based on either explained or unexplained factors or both. RESULTS Overall, 342 of the 2202 (16%) articles met the inclusion/exclusion criteria for extraction. The trend showed that analyses of preference heterogeneity increased substantially after 2010 and that such analyses mainly examined heterogeneity due to observable or unobservable factors in individual characteristics. Heterogeneity through observable differences (i.e., explained heterogeneity) is identified among 131 (40%) of the 342 articles and included one or more interactions between an attribute variable and an observable characteristic of the respondent. To capture unobserved heterogeneity (i.e., unexplained heterogeneity), the studies largely estimated either a mixed logit (n = 205, 60%) or a latent-class logit (n = 112, 32.7%) model. Few studies (n = 38, 11%) explored scale heterogeneity or heteroskedasticity. CONCLUSIONS Providing preference heterogeneity evidence in health-related DCEs has been found as an increasingly used practice among researchers. In recent studies, controlling for unexplained preference heterogeneity has been seen as a common practice rather than explained ones (e.g., interactions), yet a lack of providing methodological details has been observed in many studies that might impact the quality of analysis. As heterogeneity can be assessed from different stakeholder perspectives with different methods, researchers should become more technically pronounced to increase confidence in the results and improve the ability of decision makers to act on the preference evidence.
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Affiliation(s)
- Suzana Karim
- University of South Florida, 4202 E Fowler Ave, Tampa, FL, 33620, USA.
| | - Benjamin M Craig
- University of South Florida, 4202 E Fowler Ave, Tampa, FL, 33620, USA
| | - Caroline Vass
- RTI Health Solutions, Manchester, UK
- The University of Manchester, Manchester, UK
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Teh HS, Woon YL, Leong CT, Hing NYL, Mien TYS, Roope LS, Clarke PM, Lim LL, Buckell J. Malaysian public preferences and decision making for COVID-19 vaccination: A discrete choice experiment. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2022; 27:100534. [PMID: 35966625 PMCID: PMC9359905 DOI: 10.1016/j.lanwpc.2022.100534] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND Low vaccine uptake has the potential to seriously undermine COVID-19 vaccination programs, as very high coverage levels are likely to be needed for virus suppression to return life to normal. We aimed to determine the influence of vaccine attributes (including access costs) on COVID-19 vaccination preferences among the Malaysian public to improve national uptake. METHODS An online Discrete Choice Experiment (DCE) was conducted on a representative sample of 2028 Malaysians. Respondents were asked to make vaccination decisions in a series of hypothetical scenarios. A nested, mixed logit model was used to estimate the preferences for vaccination over vaccine refusal and for how those preferences varied between different sub-populations. The attributes were the risk of developing severe side effects of the vaccine, vaccine effectiveness, vaccine content, vaccination schedule, and distance from home to vaccination centre. FINDINGS Reported public uptake of COVID-19 vaccination was primarily influenced by the risk of developing severe side effects (b = -1·747, 95% CI = -2·269, -1·225), vaccine effectiveness (b = 3·061, 95% CI = 2·628, 3·494) and its Halal status (b = 3·722, 95% CI = 3·152, 4·292). Other factors such as appointment timing and travel distance to the vaccination centre also had an effect on vaccine uptake. There was substantial heterogeneity in preferences between different populations, particularly for age groups, ethnicity, regions, and underlying health conditions. INTERPRETATION Perceived effectiveness and side effects are likely to affect COVID-19 vaccine uptake in Malaysia. Halal content is critical to Malays' vaccination choices. Reducing the physical distance to vaccination centres, particularly in rural areas where uptake is lower, is likely to improve uptake. FUNDING Ministry of Health Research Grant from the Malaysian government [NIH/800-3/2/1 Jld.7(46), grant reference no: 57377 and warrant no: 91000776].
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Affiliation(s)
- Hoon Shien Teh
- Centre for Clinical Epidemiology, Institute for Clinical Research, National Institute of Health, Ministry of Health Malaysia, Persiaran Setia Murni, Setia Alam, 40170 Shah Alam, Selangor, Malaysia
| | - Yuan Liang Woon
- Centre for Clinical Epidemiology, Institute for Clinical Research, National Institute of Health, Ministry of Health Malaysia, Persiaran Setia Murni, Setia Alam, 40170 Shah Alam, Selangor, Malaysia
| | - Chin Tho Leong
- Centre for Clinical Epidemiology, Institute for Clinical Research, National Institute of Health, Ministry of Health Malaysia, Persiaran Setia Murni, Setia Alam, 40170 Shah Alam, Selangor, Malaysia
| | - Nicholas Yee Liang Hing
- Centre for Clinical Epidemiology, Institute for Clinical Research, National Institute of Health, Ministry of Health Malaysia, Persiaran Setia Murni, Setia Alam, 40170 Shah Alam, Selangor, Malaysia
| | - Teresa Yong Sui Mien
- Institute for Health Behavioral Research, National Institute of Health, Ministry of Health Malaysia, Persiaran Setia Murni, Setia Alam, 40170 Shah Alam, Selangor, Malaysia
| | - Laurence S.J. Roope
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- NIHR Oxford Biomedical Research Centre, United Kingdom
| | - Philip M. Clarke
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- NIHR Oxford Biomedical Research Centre, United Kingdom
| | - Lee-Ling Lim
- Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
- Asia Diabetes Foundation, Hong Kong SAR, China
| | - John Buckell
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
- NIHR Oxford Biomedical Research Centre, United Kingdom
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Parental Preferences of Influenza Vaccination for Children in China: A National Survey with a Discrete Choice Experiment. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19042145. [PMID: 35206343 PMCID: PMC8871809 DOI: 10.3390/ijerph19042145] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/30/2022] [Accepted: 02/10/2022] [Indexed: 12/22/2022]
Abstract
The influenza vaccination coverage among children is low in China. We aimed to conduct a nationwide survey to quantify parental preferences and willingness to pay (WTP) for influenza vaccination for their children. Parents with children aged six months to 18 years from six provinces in China were investigated by a discrete choice experiment regarding six influenza vaccination attributes. Mixed logit models were used to estimate the relative importance of vaccine attributes and parents’ WTP. Interaction analysis and subgroup analysis were conducted to explore preference heterogeneity. A total of 1206 parents were included in the analysis. Parents reported vaccine effectiveness as the most important vaccine attribute. The mode of vaccine administration had no significant impact on parents’ preferences. Parents aged over 30 years with higher education or income levels were more likely to prefer no influenza vaccination for their children. The largest marginal WTP (CNY 802.57) for vaccination and the largest increase in vaccine uptake (41.85%) occurred with improved vaccine effectiveness from 30% to 80%. Parents from central regions or mid-latitude areas had a relatively lower WTP than those from other regions. No significant difference in the relative importance of vaccine attributes were observed among parents from various regions of China.
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15
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Xiao J, Wang F, Wang M, Ma Z. Attribute nonattendance in COVID-19 vaccine choice: A discrete choice experiment based on Chinese public preference. Health Expect 2022; 25:959-970. [PMID: 35049117 PMCID: PMC9122444 DOI: 10.1111/hex.13439] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 12/04/2021] [Accepted: 01/09/2022] [Indexed: 01/25/2023] Open
Abstract
Objectives The global coronavirus disease 2019 (COVID‐19) pandemic has not been well controlled, and vaccination could be an effective way to prevent this pandemic. By accommodating attribute nonattendance (ANA) in a discrete choice experiment (DCE), this paper aimed to examine Chinese public preferences and willingness to pay (WTP) for COVID‐19 vaccine attributes, especially the influence of ANA on the estimated results. Methods A DCE was designed with four attributes: effectiveness, protection period, adverse reactions and price. A random parameter logit model with an error component (RPL‐EC) was used to analyse the heterogeneity of respondents' preferences for COVID‐19 vaccine attributes. Two equality constraint latent class (ECLC) models were used to consider the influence of ANA on the estimated results in which the ECLC‐homogeneity model considered only ANA and the ECLC‐heterogeneity model considered both ANA and preference heterogeneity. Results Data from 1,576 samples were included in the analyses. Effectiveness had the highest relative importance, followed by adverse reactions and protection period, which were determined by the attributes and levels presented in this study. The ECLC‐heterogeneity model improved the goodness of fit of the model and obtained a lower probability of ANA. In the ECLC‐heterogeneity model, only a small number of respondents (29.09%) considered all attributes, and price was the most easily ignored attribute (64.23%). Compared with the RPL‐EC model, the ECLC‐homogeneity model obtained lower WTPs for COVID‐19 vaccine attributes, and the ECLC‐heterogeneity model obtained mixed WTP results. In the ECLC‐heterogeneity model, preference group 1 obtained higher WTPs, and preference groups 2 and 3 obtained lower WTPs. Conclusions The RPL‐EC, ECLC‐homogeneity and ECLC‐heterogeneity models obtained inconsistent WTPs for COVID‐19 vaccine attributes. The study found that the results of the ECLC‐heterogeneity model considering both ANA and preference heterogeneity may be more plausible because ANA and low preference may be confused in the ECLC‐homogeneity model and the RPL‐EC model. The results showed that the probability of ANA was still high in the ECLC‐heterogeneity model, although it was lower than that in the ECLC‐homogeneity model. Therefore, in future research on DCE (such as the field of vaccines), ANA should be considered as an essential issue. Public Contribution Chinese adults from 31 provinces in mainland China participated in the study. All participants completed the COVID‐19 vaccine choice questions generated through the DCE design.
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Affiliation(s)
- Jianhong Xiao
- School of Tourism and Geography Science, Qingdao University, Qingdao, Shandong, China
| | - Fei Wang
- Business College, Qingdao University, Qingdao, Shandong, China
| | - Min Wang
- Business College, Qingdao University, Qingdao, Shandong, China
| | - Zegang Ma
- School of Basic Medicine, Qingdao University, Qingdao, Shandong, China
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16
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Vásquez WF, Trudeau JM. Will Americans Get Vaccinated? Predicting COVID-19 Vaccine Uptake Rates Under Contingent Scenarios. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2021; 24:1543-1550. [PMID: 34711354 PMCID: PMC8339597 DOI: 10.1016/j.jval.2021.05.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 05/10/2021] [Accepted: 05/23/2021] [Indexed: 06/02/2023]
Abstract
OBJECTIVES Amid a pandemic, vaccines represent a promising solution for mitigating public health and economic crises, and an improved understanding of individuals' vaccination intentions is crucial to design optimal immunization campaigns. This study predicts uptake rates for different COVID-19 vaccine specifications and identifies personal characteristics that moderate an individual's responsiveness to vaccine attributes. METHODS We developed an online survey with contingent specifications of a COVID-19 vaccine, varying in effectiveness, risks of side effects, duration of immunity, and out-of-pocket cost. Using population-averaged logit models, we estimated vaccine uptake rates that account for uncertainty, heterogeneity across respondents, and interactions between vaccine and personal characteristics. RESULTS We obtained 3047 completed surveys. The highest uptake rate for an annual vaccine, 62%, is predicted when vaccine effectiveness is 80% to 90%, side effects are minimal, and the vaccine is provided at zero cost, with decreases seen in the uptake rate for less effective vaccines, for example, 50% for 50% to 60% effectiveness. Moreover, we found that Americans' response to vaccine effectiveness depends on their self-reported concern, that is, concerned respondents report a higher willingness to get vaccinated. Our findings also indicate that COVID-19 vaccine uptake rates decrease with vaccine cost and that responsiveness to vaccine cost is moderated by income. CONCLUSIONS Although providing the COVID-19 vaccine at zero cost will motivate many individuals to get vaccinated, a policy focused exclusively on vaccine cost may not be enough to reach herd immunity thresholds. Although those concerned with COVID-19 will participate, further evidence is needed on how to incentivize participation among the unconcerned (43%) to prevent further pandemic spread.
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Affiliation(s)
| | - Jennifer M Trudeau
- Department of Business Economics, Sacred Heart University, Fairfield, CT, USA.
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17
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Diks ME, Hiligsmann M, van der Putten IM. Vaccine preferences driving vaccine-decision making of different target groups: a systematic review of choice-based experiments. BMC Infect Dis 2021; 21:879. [PMID: 34454441 PMCID: PMC8397865 DOI: 10.1186/s12879-021-06398-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 07/15/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Choice-based experiments have been increasingly used to elicit preferences for vaccines and vaccination programs. This study aims to systematically identify and examine choice-based experiments assessing (differences in) vaccine preferences of vaccinees, representatives and health advisors. METHODS Five electronic databases were searched on choice-based conjoint analysis studies or discrete choice experiments capturing vaccine preferences of children, adolescents, parents, adults and healthcare professionals for attributes of vaccines or vaccine settings up to September 2020. Data was extracted using a standardized form covering all important aspects of choice experiments. A quality assessment was used to assess the validity of studies. Attributes were categorized into outcome, process, cost and other. The importance of attributes was assessed by the frequency of reporting and statistical significance. Results were compared between high-quality studies and lower-quality studies. RESULTS A total of 42 studies were included, with the majority conducted in high-income countries after 2010 (resp. n = 34 and n = 37). Preferences of representatives were studied in nearly half of the studies (47.6%), followed by vaccinees (35.7%) and health advisors (9.5%). Sixteen high-quality studies passed the quality assessment. Outcome- and cost- related attributes such as vaccine effectiveness, vaccine risk, cost and protection duration were most often statistically significant across both target groups, with vaccine effectiveness being the most important. Risks associated with vaccination, such as side effects, were more often statistically significant in studies targeting vaccinees, while cost-related attributes were more often statistically significant in studies of representatives. Process-related attributes such as vaccine accessibility and time were least important across both target groups. CONCLUSION To our knowledge, this is the first systematic review in which vaccine preferences of different target groups were assessed and compared. The same attributes were most important for vaccine decisions of vaccinees and representatives, with only minor differences in level of evidence for vaccine risk and cost. Future research on vaccine preferences of health advisors and/or among target groups in low-resource settings would give insight into the generalizability of current findings.
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Affiliation(s)
- Marilyn Emma Diks
- Faculty of Health Medicine and Life Sciences, Maastricht University, Universiteitssingel 40, 6229, Maastricht, Netherlands
| | - Mickael Hiligsmann
- Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Maastricht University, Duboisdomein 30, 6229, Maastricht, Netherlands
| | - Ingeborg Maria van der Putten
- Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Maastricht University, Duboisdomein 30, 6229, Maastricht, Netherlands.
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18
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Wang Y, Hu Y, Chen Y, Liang H. Preference and willingness to pay of female college students for human papillomavirus vaccination in Zhejiang Province, China: A discrete choice experiment. Hum Vaccin Immunother 2021; 17:3595-3602. [PMID: 34142926 DOI: 10.1080/21645515.2021.1932215] [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: 10/21/2022] Open
Abstract
The study aimed to quantify the preferences of female college students for human papillomavirus (HPV) vaccination in Zhejiang Province, China, using a discrete choice experiment (DCE). One medical college and one nonmedical college were selected using convenience sampling, and the respondents were identified using stratified cluster sampling. A DCE focused on vaccine-related and service-related attributes was conducted in 2019. Latent class analysis was used to estimate the vaccine-related attributes, and conditional logistic regression was used to construct the choice model for the service-related attributes. In total, 850 female college students finished the study. Two latent classes were identified. Those who had more knowledge of HPV and felt more pressure about the related infection and diseases had a significantly higher chance of belonging to class 1 and were more likely to choose vaccination (percentages of respondents choosing no vaccination was 1.1% in class 1 versus 84.7% in class 2, χ2 = 641.1, P < .01). There were 742 respondents who chose vaccination in vaccine-related scenes, and 98.8% of them still chose to receive the vaccine in service-related scenes. Ways of making an appointment, number of weeks waiting for vaccination, service time for vaccination, time to the nearest vaccination site, and added cost all impacted the probability of choosing HPV vaccination services. It is concluded that higher levels of HPV knowledge and sociopsychological pressure led to a higher probability of HPV vaccination uptake in China. It is necessary to disseminate proper knowledge of HPV to improve the coverage and equality of HPV vaccination.
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Affiliation(s)
- Ying Wang
- Department of Immunization Program, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Yu Hu
- Department of Immunization Program, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Yaping Chen
- Department of Immunization Program, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Hui Liang
- Department of Immunization Program, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
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19
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Sargazi N, Takian A, Yaseri M, Daroudi R, Ghanbari Motlagh A, Nahvijou A, Zendehdel K. Mothers' preferences and willingness-to-pay for human papillomavirus vaccines in Iran: A discrete choice experiment study. Prev Med Rep 2021; 23:101438. [PMID: 34189022 PMCID: PMC8220373 DOI: 10.1016/j.pmedr.2021.101438] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Revised: 05/22/2021] [Accepted: 05/31/2021] [Indexed: 11/05/2022] Open
Abstract
The relative importance for serious side effects was the highest among all attributes. Mothers express more WTP for the quadrivalent vaccine compared to bivalent due to its protection against genital warts. Quadrivalent vaccination could be the most suitable candidate for implementation in the national immunization schedule.
This study aimed to identify mothers’ preferences and willingness-to-pay (WTP) for human papillomavirus (HPV) vaccines (in this case, bivalent and quadrivalent) in Iran. We used a discrete choice experiment (DCE) method to present mothers with choices between two hypothetical profiles of vaccines, described by combinations of five attributes, each with two or three levels. We analyzed the DCE results using conditional logistic regression and measured WTP estimates for each attribute. Our response rate was 53.96%, while the completion rate for questioner was 93.57%. We identified protection against cervical cancer, protection against genital warts, protection duration, serious side effects, and cost to influence mothers’ preferences for HPV vaccination. The relative importance for serious side effects was the highest among all attributes. Mothers’ WTP for bivalent and quadrivalent HPV vaccines was in US $ −432 (US $1 = IRR 42,000) and US $ 380, respectively. Quadrivalent vaccination could be the most suitable candidate for implementing the national immunization schedule. The reason is that mothers express more WTP for the quadrivalent vaccine than bivalent due to its protection against genital warts.
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Affiliation(s)
- Nasrin Sargazi
- Department of Health Management, Policy and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran (TUMS), Iran
| | - Amirhossein Takian
- Department of Health Management, Policy and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran (TUMS), Iran.,Department of Global Health and Public Policy, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.,Health Equity Research Center (HERC), Tehran University of Medical Sciences, Tehran, Iran
| | - Mehdi Yaseri
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Rajabali Daroudi
- Department of Health Management, Policy and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran (TUMS), Iran
| | - Ali Ghanbari Motlagh
- Cancer Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Mortazavi (Jorjiani) Radiation Oncology Center, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Azin Nahvijou
- Cancer Research Center of Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Kazem Zendehdel
- Cancer Research Center of Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran.,Cancer Biology Research Center, of Cancer Institute, Tehran University of Medical Sciences, Tehran, Iran.,Breast Diseases Research Center, Cancer Institute of Iran, Tehran University of Medical Sciences, Tehran, Iran
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20
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Jiang M, Li P, Yao X, Hayat K, Gong Y, Zhu S, Peng J, Shi X, Pu Z, Huang Y, Fang Y. Preference of influenza vaccination among the elderly population in Shaanxi province, China. Hum Vaccin Immunother 2021; 17:3119-3125. [PMID: 33950797 DOI: 10.1080/21645515.2021.1913029] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
The influenza vaccination uptake rate is low in China. In the current study, we aimed to explore the preferences of influenza vaccination among the Chinese elderly. A discrete choice experiment design was performed to assess their preferences toward five influenza vaccination attributes, including vaccine effectiveness, duration of protection, severe adverse effects, vaccination cost, and vaccination recommendation source. A total of 144 participants aged over 60 years from three cities of Shaanxi province in China were surveyed. A mixed logit model was employed to analyze the data. The elderly population were found to prefer influenza vaccination with a longer duration of protection, followed by lower severe adverse effects, higher vaccine effectiveness, and recommended by healthcare providers. The vaccination cost was the least important attribute. The most considerable marginal willingness to pay for vaccination (CNY220.90) and the highest vaccination choice probability (83.70%) occurred when the duration of protection extended from 3 to 12 months. The present study's findings would inform decision-makers on implementing appropriate interventions for the increase of influenza vaccination coverage among the elderly in China.
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Affiliation(s)
- Minghuan Jiang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China
| | - Pengchao Li
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China
| | - Xuelin Yao
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China
| | - Khezar Hayat
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China.,Institute of Pharmaceutical Sciences, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | - Yilin Gong
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China
| | - Shan Zhu
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China
| | - Jin Peng
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China
| | - Xinke Shi
- Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Zhaojing Pu
- Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Yifan Huang
- Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Yu Fang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China.,Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Center for Health Reform and Development Research, Xi'an Jiaotong University, Xi'an, China.,Research Institute for Drug Safety and Monitoring, Institute of Pharmaceutical Science and Technology, Western China Science & Technology Innovation Harbor, Xi'an, China
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21
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Catma S, Reindl D. Parents' willingness to pay for a COVID-19 vaccine for themselves and their children in the United States. Hum Vaccin Immunother 2021; 17:2919-2925. [PMID: 33929290 DOI: 10.1080/21645515.2021.1919453] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Differences in obtaining a vaccine vary based on a multitude of factors including perceptions of vaccine safety, efficacy and willingness to pay (WTP). This study focuses on parent perceptions toward a vaccine for COVID-19 including their WTP decisions for their children and themselves. A mixed methods design using a cross-sectional survey was used to assess the perceptions of US parents, with children under 18, in response to the COVID-19 pandemic. The survey was administered online in November 2020 and 584 final responses were collected. The questionnaire consisted of approximately 37 closed and open-ended questions regarding personal background information; awareness, knowledge, and experience of the virus; perception toward vaccines and COVID-19; and the contingent valuation of a hypothetical COVID-19 vaccine. WTP was found to be higher for children and a direct relationship between the number of children and WTP was observed. Parents were willing to pay US$228-$291 for a vaccine for themselves and US$243-US$321 for their children. A positive impact on WTP was found with self-reported parent health status but not children. The findings of this study have important implications for policy programs which require detailed cost-benefit analyses. WTP for a COVID-19 vaccine is crucial to determine the partial benefits of vaccinating to reduce the risk of repetitive widespread outbreaks.
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Affiliation(s)
- Serkan Catma
- Department of Business, University of South Carolina Beaufort, Bluffton, SC, USA
| | - Diana Reindl
- Department of Nursing and Health Professions, University of South Carolina Beaufort, Bluffton, SC, USA
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Verelst F, Kessels R, Willem L, Beutels P. No Such Thing as a Free-Rider? Understanding Drivers of Childhood and Adult Vaccination through a Multicountry Discrete Choice Experiment. Vaccines (Basel) 2021; 9:vaccines9030264. [PMID: 33809589 PMCID: PMC7999942 DOI: 10.3390/vaccines9030264] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 03/10/2021] [Accepted: 03/11/2021] [Indexed: 12/27/2022] Open
Abstract
Increased vaccine hesitancy and refusal negatively affects vaccine uptake, leading to the reemergence of vaccine preventable diseases. We aim to quantify the relative importance of factors people consider when making vaccine decisions for themselves, or for their child, with specific attention for underlying motives arising from context, such as required effort (accessibility) and opportunism (free riding on herd immunity). We documented attitudes towards vaccination and performed a discrete choice experiment in 4802 respondents in The United Kingdom, France and Belgium, eliciting preferences for six attributes: (1) vaccine effectiveness, (2) vaccine preventable disease burden, (3) vaccine accessibility in terms of copayment, vaccinator and administrative requirements, (4) frequency of mild vaccine-related side-effects, (5) vaccination coverage in the country’s population and (6) local vaccination coverage in personal networks. We distinguished adults deciding on vaccination for themselves from parents deciding for their youngest child. While all attributes were found to be significant, vaccine effectiveness and accessibility stood out in all (sub)samples, followed by vaccine preventable disease burden. We confirmed that people attach more value to severity of disease compared to its frequency, and discovered that peer influence dominates free-rider motives, especially for the vaccination of children. These behavioral data are insightful for policy and are essential to parameterize dynamic vaccination behavior in simulation models. In contrast to what most game theoretical models assume, social norms dominate free-rider incentives. Policy-makers and healthcare workers should actively communicate on high vaccination coverage, and draw attention to the effectiveness of vaccines while optimizing their practical accessibility.
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Affiliation(s)
- Frederik Verelst
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), Vaccine and Infectious Disease Institute (VAXINFECTIO), University of Antwerp, Wilrijk, 2610 Antwerp, Belgium; (L.W.); (P.B.)
- Correspondence:
| | - Roselinde Kessels
- Department of Data Analytics and Digitalization, Maastricht University, 6200 MD Maastricht, The Netherlands;
- Department of Economics, University of Antwerp, 2000 Antwerp, Belgium
| | - Lander Willem
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), Vaccine and Infectious Disease Institute (VAXINFECTIO), University of Antwerp, Wilrijk, 2610 Antwerp, Belgium; (L.W.); (P.B.)
| | - Philippe Beutels
- Centre for Health Economics Research and Modelling Infectious Diseases (CHERMID), Vaccine and Infectious Disease Institute (VAXINFECTIO), University of Antwerp, Wilrijk, 2610 Antwerp, Belgium; (L.W.); (P.B.)
- School of Public Health and Community Medicine, The University of New South Wales, Sydney 2052, Australia
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Praveen SV, Ittamalla R, Deepak G. Analyzing the attitude of Indian citizens towards COVID-19 vaccine - A text analytics study. Diabetes Metab Syndr 2021; 15:595-599. [PMID: 33714134 PMCID: PMC7910132 DOI: 10.1016/j.dsx.2021.02.031] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 02/20/2021] [Accepted: 02/22/2021] [Indexed: 11/01/2022]
Abstract
BACKGROUND AND AIMS The government of India recently planned to start the process of the mass vaccination program to end the COVID-19 crises. However, the process of vaccination was not made mandatory, and there are a lot of aspects that arise skepticism in the minds of common people regarding COVID-19 vaccines. This study using machine learning techniques analyzes the major concerns Indian citizens voice out about COVID-19 vaccines in social media. METHODS For this study, we have used social media posts as data. Using Python, we have scrapped the social media posts of Indian citizens discussing about the COVID- 19 vaccine. In Study 1, we performed a sentimental analysis to determine how the general perception of Indian citizens regarding the COVID-19 vaccine changes over different months of COVID-19 crises. In Study 2, we have performed topic modeling to understand the major issues that concern the general public regarding the COVID- 19 vaccine. RESULTS Our results have indicated that 47% of social media posts discussing vaccines were in a neutral tone, and nearly 17% of the social media posts discussing the COVID-19 vaccine were in a negative tone. Fear of health and allergic reactions towards the vaccine are the two prominent issues that concern Indian citizens regarding the COVID-19 vaccine. CONCLUSION With the positive sentiments regarding vaccine is just over 35%, the Indian government needs to focus especially on addressing the fear of vaccines before implementing the process of mass vaccination.
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Affiliation(s)
- S V Praveen
- Department of Management Studies, National Institute of Technology, Trichy, India.
| | - Rajesh Ittamalla
- Department of Management Studies, National Institute of Technology, Trichy, India
| | - Gerard Deepak
- Department of Management Studies, National Institute of Technology, Trichy, India
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Leng A, Maitland E, Wang S, Nicholas S, Liu R, Wang J. Individual preferences for COVID-19 vaccination in China. Vaccine 2020; 39:247-254. [PMID: 33328140 PMCID: PMC7719001 DOI: 10.1016/j.vaccine.2020.12.009] [Citation(s) in RCA: 109] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 11/29/2020] [Accepted: 12/02/2020] [Indexed: 01/07/2023]
Abstract
BACKGROUND Vaccinations are an effective choice to stop disease outbreaks, including COVID-19. There is little research on individuals' COVID-19 vaccination decision-making. OBJECTIVE We aimed to determine individual preferences for COVID-19 vaccinations in China, and to assess the factors influencing vaccination decision-making to facilitate vaccination coverage. METHODS A D-efficient discrete choice experiment was conducted across six Chinese provinces selected by the stratified random sampling method. Vaccine choice sets were constructed using seven attributes: vaccine effectiveness, side-effects, accessibility, number of doses, vaccination sites, duration of vaccine protection, and proportion of acquaintances vaccinated. Conditional logit and latent class models were used to identify preferences. RESULTS Although all seven attributes were proved to significantly influence respondents' vaccination decision, vaccine effectiveness, side-effects and proportion of acquaintances vaccinated were the most important. We also found a higher probability of vaccinating when the vaccine was more effective; risks of serious side effects were small; vaccinations were free and voluntary; the fewer the number of doses; the longer the protection duration; and the higher the proportion of acquaintances vaccinated. Higher local vaccine coverage created altruistic herd incentives to vaccinate rather than free-rider problems. The predicted vaccination uptake of the optimal vaccination scenario in our study was 84.77%. Preference heterogeneity was substantial. Individuals who were older, had a lower education level, lower income, higher trust in the vaccine and higher perceived risk of infection, displayed a higher probability to vaccinate. CONCLUSIONS Preference heterogeneity among individuals should lead health authorities to address the diversity of expectations about COVID-19 vaccinations. To maximize COVID-19 vaccine uptake, health authorities should promote vaccine effectiveness; pro-actively communicate the absence or presence of vaccine side effects; and ensure rapid and wide media communication about local vaccine coverage.
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Affiliation(s)
- Anli Leng
- School of Political Science and Public Administration, Institute of Governance, Shandong University, 72 Binhai Rd, Qingdao, Shandong 266237, China.
| | - Elizabeth Maitland
- School of Management, University of Liverpool, Chatham Building, Chatham Street, Liverpool L697ZH, England, United Kingdom.
| | - Siyuan Wang
- University of Melbourne, 369 Abbotsford Street, North Melbourne, VIC 3051, Australia.
| | - Stephen Nicholas
- Australian National Institute of Management and Commerce, 1 Central Avenue Australian Technology Park, Eveleigh Sydney, NSW 2015, Australia; Newcastle Business School, University of Newcastle, University Drive, Newcastle, NSW 2308, Australia.
| | - Rugang Liu
- School of Health Policy & Management, Nanjing Medical University, No. 101 Longmian Avenue, Jiangning District, Nanjing 211166, China.
| | - Jian Wang
- Dong Fureng Institute of Economic and Social Development, Wuhan University, 54 Dongsi Lishi Hutong, Beijing 100010, China; Center for Health Economics and Management at School of Economics and Management, Wuhan University, Wuhan, Hubei Province 430072, China.
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25
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Zhu S, Chang J, Hayat K, Li P, Ji W, Fang Y. Parental preferences for HPV vaccination in junior middle school girls in China: A discrete choice experiment. Vaccine 2020; 38:8310-8317. [DOI: 10.1016/j.vaccine.2020.11.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 08/27/2020] [Accepted: 11/06/2020] [Indexed: 12/11/2022]
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Gong T, Chen G, Liu P, Lai X, Rong H, Ma X, Hou Z, Fang H, Li S. Parental Vaccine Preferences for Their Children in China: A Discrete Choice Experiment. Vaccines (Basel) 2020; 8:vaccines8040687. [PMID: 33207667 PMCID: PMC7712304 DOI: 10.3390/vaccines8040687] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 11/12/2020] [Accepted: 11/12/2020] [Indexed: 11/24/2022] Open
Abstract
Vaccination is one of the most cost-effective health investments to prevent and control communicable diseases. Improving the vaccination rate of children is important for all nations, and for China in particular since the advent of the two-child policy. This study aims to elicit the stated preference of parents for vaccination following recent vaccine-related incidents in China. Potential preference heterogeneity was also explored among respondents. Methods: A discrete choice experiment was developed to elicit parental preferences regarding the key features of vaccines in 2019. The study recruited a national sample of parents from 10 provinces who had at least one child aged between 6 months and 5 years old. A conditional logit model and a mixed logit model were used to estimate parental preference. Results: A total of 598 parents completed the questionnaire; among them, 428 respondents who passed the rational tests were analyzed. All attributes except for the severity of diseases prevented by vaccines were statistically significant. The risk of severe side effects and protection rates were the two most important factors explaining parents’ decisions about vaccination. The results of the mixed logit model with interactions indicate that fathers or rural parents were more likely to vaccinate their children, and children whose health was not good were also more likely to be vaccinated. In addition, parents who were not more than 30 years old had a stronger preference for efficiency, and well-educated parents preferred imported vaccines with the lowest risk of severe side effects. Conclusion: When deciding about vaccinations for their children, parents in China are mostly driven by vaccination safety and vaccine effectiveness and were not affected by the severity of diseases. These findings will be useful for increasing the acceptability of vaccination in China.
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Affiliation(s)
- Tiantian Gong
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China; (T.G.); (P.L.)
- NHC Key Lab of Health Economics and Policy Research, Shandong University, Jinan 250012, China
| | - Gang Chen
- Centre for Health Economics, Monash Business School, Monash University, Melbourne 3145, Australia;
| | - Ping Liu
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China; (T.G.); (P.L.)
- NHC Key Lab of Health Economics and Policy Research, Shandong University, Jinan 250012, China
| | - Xiaozhen Lai
- School of Public Health, Peking University, Beijing 100083, China;
| | - Hongguo Rong
- China Center for Health Development Studies, Peking University, Beijing 100083, China; (H.R.); (X.M.)
| | - Xiaochen Ma
- China Center for Health Development Studies, Peking University, Beijing 100083, China; (H.R.); (X.M.)
| | - Zhiyuan Hou
- School of Public Health, Fudan University, Shanghai 200032, China;
| | - Hai Fang
- China Center for Health Development Studies, Peking University, Beijing 100083, China; (H.R.); (X.M.)
- Peking University Health Science Center-Chinese Center for Disease Control and Prevention Joint Center for Vaccine Economics, Beijing 100083, China
- Key Laboratory of Reproductive Health National Health Commission of the People’s Republic of China, Beijing 100083, China
- Correspondence: (H.F.); (S.L.)
| | - Shunping Li
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan 250012, China; (T.G.); (P.L.)
- NHC Key Lab of Health Economics and Policy Research, Shandong University, Jinan 250012, China
- Correspondence: (H.F.); (S.L.)
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27
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Lack A, Hiligsmann M, Bloem P, Tünneßen M, Hutubessy R. Parent, provider and vaccinee preferences for HPV vaccination: A systematic review of discrete choice experiments. Vaccine 2020; 38:7226-7238. [PMID: 33023774 DOI: 10.1016/j.vaccine.2020.08.078] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 07/11/2020] [Accepted: 08/29/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVES To systematically review, appraise and evaluate available evidence regarding discrete-choice experiments (DCEs) for the human papilloma virus (HPV) vaccination in order to support policymakers in making reasonable and effective vaccination program implementation decisions. METHODS A systematic literature review was conducted using the databases PubMed and Embase for DCEs in HPV up to May 2019. Extracted data was tabulated and two checklists were used for the quality appraisal of the included studies. All attributes were categorized in outcome, process or costs attributes and the relative importance of attributes was calculated using the range method. RESULTS Out of 164 identified studies, 12 met the inclusion criteria. Eight were from high income countries (HICs) and four from low and middle-income countries (LMICs). Five studies each examined vaccinee and parent preferences, while only two assessed the providers' preferences. The studies were rather heterogenous in terms of the populations investigated, the attributes included and the methodologic approach. Overall, outcome measures were the most prominent attributes and effectiveness consistently yielded high relative importance scores. But also process factors, such as the age at vaccination, played an important role for decision making. Discrepancies between HICs and LMICs were most prominent for cost attributes. CONCLUSION The heterogenous preferences this review elicited highlight the importance of context when making decisions grounded on consumer preferences. Especially the lack of evidence from LMICs, where the burden of cervical cancer is highest, is worrisome. In order to increase uptake, close vaccination gaps and reduce current inequities in (reproductive) healthcare, policy makers need to understand the features that drive individual vaccination decisions and adapt national and clinical guidelines accordingly. Future research therefore needs to focus on LMICs in order to elicit preferences of those most vulnerable populations.
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Affiliation(s)
- Alina Lack
- Department for Immunization, Vaccination and Biologicals, WHO Avenue Appia 20, 1202 Geneva, Switzerland.
| | - Mickael Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Duboisdomein 30, 6229 Maastricht, Netherlands
| | - Paul Bloem
- Department for Immunization, Vaccination and Biologicals, WHO Avenue Appia 20, 1202 Geneva, Switzerland
| | - Maike Tünneßen
- Faculty of Health, Medicine and Life Sciences, Maastricht University, Universiteitssingel 40, 6229 Maastricht, Netherlands
| | - Raymond Hutubessy
- Department for Immunization, Vaccination and Biologicals, WHO Avenue Appia 20, 1202 Geneva, Switzerland.
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Alene T, Atnafu A, Mekonnen ZA, Minyihun A. Acceptance of Human Papillomavirus Vaccination and Associated Factors Among Parents of Daughters in Gondar Town, Northwest Ethiopia. Cancer Manag Res 2020; 12:8519-8526. [PMID: 32982444 PMCID: PMC7502398 DOI: 10.2147/cmar.s275038] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 09/07/2020] [Indexed: 01/29/2023] Open
Abstract
Background Cervical cancer is one of the profound threats to women’s lives and the fourth most common cancer among women. Ethiopia launched the human papilloma vaccination for the first time, with the support of the Global Alliance for Vaccine and Immunization (GAVI) in 2018. Therefore, the aim of this study was to assess the acceptability of the human papillomavirus vaccine and associated factors among parents of daughters in Gondar town, Northwest Ethiopia. Methods A community-based cross-sectional study with a total sample of 946 study participants was conducted in Gondar town from April to May 2019. The study participants were selected using a multistage sampling technique from parents having a daughter of 9−17 years age. Data were collected using an interviewer-administered questionnaire. The data were entered into EpiData version 4.2 and exported to STATA version 14 for analysis. Variables having a p-value of <0.2 and <0.05 in the bivariable and multivariable logistic regression were considered as a statistically significant factor for the acceptance of HPV vaccination. Results A total of 899 study participants with a response rate of 95% were included in the study. Among participants in this study, 81.3% with 95% CI (78.6, 83.7) accepted to vaccinate their daughters for HPV vaccination. The acceptance to vaccinate daughters for HPV vaccination was affected by being from the richest household [AOR= 3.44, 95% CI = (1.97, 6.01)], good knowledge about cervical cancer [AOR=5.49, 95% CI= (2.62, 11.52)], and positive attitude towards HPV vaccination [AOR=21.53, 95% CI= (11.60, 39.96)]. Conclusion The study revealed that the acceptance to human papillomavirus vaccination is high and was significantly associated with the level of knowledge about cervical cancer, the attitude towards HPV vaccination, and the wealth status of the households. Therefore, community education on cervical cancer and its prevention is crucial to increase awareness and acceptance as well.
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Affiliation(s)
- Tsigereda Alene
- University of Gondar Specialized Comprehensive Hospital, University of Gondar, Gondar, Ethiopia
| | - Asmamaw Atnafu
- Department of Health System and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Zeleke Abebaw Mekonnen
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.,Health Systems Directorate, Federal Ministry of Health, Addis Ababa, Ethiopia
| | - Amare Minyihun
- Department of Health System and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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29
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Yu C, Chen L, Ruan G, An J, Sun P. Evaluation of Knowledge and Attitude Toward HPV and Vaccination Among Medical Staff, Medical Students, and Community Members in Fujian Province. Risk Manag Healthc Policy 2020; 13:989-997. [PMID: 32801973 PMCID: PMC7413698 DOI: 10.2147/rmhp.s243048] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 06/25/2020] [Indexed: 12/24/2022] Open
Abstract
Purpose To evaluate the level of human papilloma virus (HPV)-related knowledge and vaccination willingness of people in Fujian Province, and to explore the factors influencing doctors’ recommendation of HPV vaccine. Methods We conducted two cross-sectional surveys in Fujian Province. The study cohort included 248 medical staff and medical students and 1001 community members. Descriptive statistics were used to identify the general demographics of the participants, along with their knowledge and attitudes regarding HPV and vaccination. Analyses were conducted to identify factors associated with willingness to vaccinate and willingness to recommend vaccination. Results The level of HPV knowledge in Fujian province was found to be low, but more than 80% of participants would like to accept HPV vaccine. Medical staff had a higher willingness to recommend HPV vaccine than students (OR= 4.696, CI: 2.698-8.175), which may be related to work experience and acceptance of vaccine price but not to knowledge level. Conclusion Knowledge of HPV in our community population appears to be lower than that in other regions in China. We suggest that a lack of knowledge may not be the main factor affecting the willingness to vaccinate, but we still needed to raise the level of knowledge about HPV to prevent misunderstandings. When the level of knowledge is high, education and per capita household income are not important factors influencing the willingness to vaccinate; only acceptance of vaccine prices significantly affects the willingness to vaccinate. Inclusion of the HPV vaccine in the national immunization program could help to alleviate public concerns regarding the vaccine to change present situation.
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Affiliation(s)
- Chang Yu
- Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
| | - Lihua Chen
- Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
| | - Guanyu Ruan
- Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China.,Key Laboratory of Fujian Maternal and Pediatric Major Disease Research, Fujian Provincial Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
| | - Jian An
- Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
| | - Pengming Sun
- Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China.,Key Laboratory of Fujian Maternal and Pediatric Major Disease Research, Fujian Provincial Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
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30
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García LY, Cerda AA. Contingent assessment of the COVID-19 vaccine. Vaccine 2020; 38:5424-5429. [PMID: 32620375 PMCID: PMC7315946 DOI: 10.1016/j.vaccine.2020.06.068] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 06/19/2020] [Accepted: 06/22/2020] [Indexed: 12/26/2022]
Abstract
The COVID-19 pandemic has not only had a negative impact on people's health and life behavior, but also on economies around the world. At the same time, laboratories and institutions are working hard to obtain a COVID-19 vaccine, which we hope will be available soon. However, there has been no assessment of whether an individual and society value a vaccine monetarily, and what factors determine this value. Therefore, the objective of this research was to estimate the individual's willingness to pay (WTP) for a hypothetical COVID-19 vaccine and, at the same time, find the main factors that determine this valuation. For this, we used the contingent valuation approach, in its single and double-bounded dichotomous choice format, which was based on a hypothetical market for a vaccine. The sample used was obtained through an online survey of n = 566 individuals from Chile. The main results showed that the WTP depends on the preexistence of chronic disease (p≤0.05), knowledge of COVID-19 (p≤0.05), being sick with COVID-19 (p≤0.05), perception of government performance (p≤0.01), employment status (p≤0.01), income (p≤0.01), health care (p≤0.05), adaptation to quarantine with children at home (p≤0.01) and whether the person has recovered from COVID-19 (p≤0.10). According to our discrete choice model in double-bounded dichotomous format, it was concluded that the individuals' WTP is US$184.72 (CI: 165.52-203.92; p < 0.01). This implies a social valuation of approximately US$2232 million, corresponding to 1.09% of the GNP per capita.
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Affiliation(s)
- Leidy Y García
- Faculty of Economics & Business, Universidad de Talca, 1 Poniente 1141, Talca, Chile.
| | - Arcadio A Cerda
- Faculty of Economics & Business, Universidad de Talca, 1 Poniente 1141, Talca, Chile.
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Rezaei S, Woldemichael A, Mirzaei M, Mohammadi S, Karami Matin B. Mothers' willingness to accept and pay for vaccines to their children in western Iran: a contingent valuation study. BMC Pediatr 2020; 20:307. [PMID: 32576156 PMCID: PMC7310440 DOI: 10.1186/s12887-020-02208-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 06/16/2020] [Indexed: 12/28/2022] Open
Abstract
Background The clients’ willingness to accept (WTA) and willingness to pay (WTP) for a given good or service can help elicit the monetary value of that good or service. This study aims to assess the WTA and WTP of mothers attending primary health centers for vaccines to their children during 2019 in Kermanshah city, western Iran. Methods We conducted a cross-sectional study on a total of 667 mothers attending primary health centers for vaccines to their children aged two to 18 months. A multistage sampling technique was employed to involve the mothers in the study, and data were collected using a self-administrated open-ended questionnaire. The multivariate linear regression model was used to identify the factors associated with the mothers’ WTP and WTA for vaccines to their children. Results The study indicated that 94.2 and 93.1% of the mothers respectively had WTA and WTP values greater than zero, with their corresponding mean values of US$ 6.8 and US$ 4.4. The mothers in the higher monthly household income category, mothers born in the urban areas, and being a female child showed statistically significant positive associations with the mothers’ WTA for the vaccines. While there was a statistically significant positive relationship between monthly household income and the mothers’ WTP; a statistically significant negative relationship exists between the mothers’ age and their WTP for the vaccine to their children. Conclusions The findings indicated the mothers’ WTA to WTP ratio of greater than one for the vaccines to their children. The most important factor associated with the mothers’ WTA and WTP was the monthly household income. Thus, improving the socio-economic standards of women in the study area might contribute to reinforcing their immunization services seeking behavior to their children.
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Affiliation(s)
- Satar Rezaei
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Abraha Woldemichael
- Department of Health Systems, School of Public Health, College of Health Sciences, Mek'ele University, Mek'ele, Ethiopia
| | - Masoumeh Mirzaei
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Shima Mohammadi
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Behzad Karami Matin
- Research Center for Environmental Determinants of Health, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.
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Lin Y, Su Z, Chen F, Zhao Q, Zimet GD, Alias H, He S, Hu Z, Wong LP. Chinese mothers' intention to vaccinate daughters against human papillomavirus (HPV), and their vaccine preferences: a study in Fujian Province. Hum Vaccin Immunother 2020; 17:304-315. [PMID: 32401617 DOI: 10.1080/21645515.2020.1756152] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Little is known regarding Chinese mothers' intention to vaccinate their daughters against human papillomavirus (HPV) since the HPV vaccine was approved for use in China in 2016. The aim was to explore maternal HPV vaccination acceptance, preference for 2-, 4- or 9-valent HPV vaccine and acceptance of domestically manufactured HPV vaccines. Study participants were mothers of primary school children in Southeastern region of Fujian. An online cross-sectional survey was undertaken between June and August 2019. Among the total of 3,586 completed responses (response rate 28.5%), the intention to vaccinate daughter against HPV was high (83.3%). Higher maternal education and perceived benefit and barriers were associated with greater intention to vaccinate. Among mothers who did not intend to vaccinate their daughters, the three most common reasons were daughter being too young to receive HPV vaccination (40.6%), fear of side effects (31.9%) and vaccine price is too high (16.0%). The largest proportion (41.4%) preferred their daughter to be vaccinated with the 9-valent HPV vaccine (9vHPV). Greater preference for 9vHPVwas strongly associated with higher maternal education level and annual household income. The majority of mothers expressed a preference for imported HPV vaccine (56.3%). Our result indicates that lower intentions to vaccinate daughters against HPV among less educated and lower-income mothers may lead to significant social inequalities in HPV vaccine uptake in the country.
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Affiliation(s)
- Yulan Lin
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University , Fuzhou, Fujian Province, China.,Department of Nutrition, Harvard T.H. Chan School of Public Health , Boston, MA, USA
| | - Zhitai Su
- Yongding Health Inspection Bureau , Longyan City, Fujian Province, China
| | - Fulian Chen
- Longyan Health Inspection Bureau , Longyan City, Fujian Province, China
| | - Qinjian Zhao
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, National Institute of Diagnostics and Vaccine Development in Infectious Diseases, School of Public Health, Xiamen University , Xiamen, Fujian, PR China
| | - Gregory D Zimet
- Department of Pediatrics, School of Medicine, Indiana University , Indianapolis, IN, USA
| | - Haridah Alias
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya , Kuala Lumpur, Malaysia
| | - Shuqiong He
- Prenatal Diagnosis Center, Fujian Provincial Maternity andChildren's Hospital of Fujian Medical University , Fuzhou, Fujian Province, China
| | - Zhijian Hu
- Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University , Fuzhou, Fujian Province, China
| | - Li Ping Wong
- Centre for Epidemiology and Evidence-Based Practice, Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya , Kuala Lumpur, Malaysia
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Chua GT, Ho FK, Tung KT, Wong RS, Cheong KN, Yip PS, Fan SY, Wong WH, Qiao Y, Chui CS, Li SX, Ip P. Sexual behaviors and intention for cervical screening among HPV-vaccinated young Chinese females. Vaccine 2019; 38:1025-1031. [PMID: 31786002 DOI: 10.1016/j.vaccine.2019.11.044] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Revised: 10/19/2019] [Accepted: 11/18/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND OBJECTIVES Human papillomavirus (HPV) vaccination and cervical screening prevent cervical cancer effectively. However, there are concerns whether vaccination leads to high-risk sexual behaviors and less intention for cervical screening. We aimed to evaluate the influence of HPV vaccination on high-risk sexual behaviors, and intention for cervical screening among young Chinese females. We also reported the latest HPV vaccination uptake in Hong Kong. METHODS A population-based survey was conducted between September 2016 and January 2017. Subjects were school-age girls from twenty-five secondary schools (in-school) and community females between 18 and 27 years (out-school). Demographics, vaccine-related attitudes, intention for cervical screening and participants' sexual behaviors were examined. RESULTS We surveyed 2260 females from in-school (n = 1664) and out-school (n = 596) settings. 11.5% in-school and 23.5% out-school participants received at least one dose of HPV vaccine. Vaccination was not associated with age (in-school Odds Ratio [OR] 0.99, p = 0.87; out-school OR 1, p = 0.94), ethnicity (in-school OR 0.82, p = 0.72; out-school OR 0, p = 0.98), maternal education (in-school OR for secondary school 1.19, p = 0.43; for post-secondary school 1.28, p = 0.48), underage sex (in-school OR 1.22, p = 0.80; out-school OR 0.63, p = 0.67), earlier sexual exposure (in-school β 0.01, p = 0.99; out-school β 0.13, p = 0.68), multiple sex partners (in-school OR 3.27, p = 0.22; out-school OR 1.16, p = 0.43), and unprotected sex (in-school OR 1.14, p = 0.78; out-school OR 0.60, p = 0.10). Out-school females with higher personal education level was associated with higher vaccine uptake (post-secondary OR 3.4, p < 0.001; bachelor's degree or above OR 3.71, p < 0.001). More vaccinated females intended for cervical screening (in-school 23.6% vs. 21.1%; out-school 53.6% vs. 43.6%). Costs and knowledge were important factors for non-vaccination and non-intention for cervical screening. CONCLUSIONS HPV vaccination was not associated with earlier and high risk sexual behavior among Chinese young females. Vaccinated Chinese young females had a higher intention for cervical screening.
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Affiliation(s)
- Gilbert T Chua
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Frederick K Ho
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Keith T Tung
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Rosa S Wong
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Kai Ning Cheong
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Paul S Yip
- Department of Social Work and Social Administration, Faculty of Social Sciences, The University of Hong Kong, Hong Kong
| | - Susan Y Fan
- The Family Planning Association of Hong Kong, Hong Kong
| | - Wilfred H Wong
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong
| | - Youlin Qiao
- Cancer Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Celine S Chui
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong; Department of Social Work and Social Administration, Faculty of Social Sciences, The University of Hong Kong, Hong Kong; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong
| | - Shirley X Li
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong; Department of Social Work and Social Administration, Faculty of Social Sciences, The University of Hong Kong, Hong Kong; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong
| | - Patrick Ip
- Department of Paedaitrics and Adolescent Medicine, Queen Mary Hospital, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong.
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