Skip to main content

Influences of HPV disease perceptions, vaccine accessibility, and information exposure on social media on HPV vaccination uptake among 11,678 mothers with daughters aged 9–17 years in China: a cross-sectional study

Abstract

Background

Mothers play a crucial role in influencing their daughters’ HPV vaccination decisions. Addressing barriers to receiving HPV vaccination among mothers of girls may achieve two goals in one strike: increasing vaccination coverage among both mothers and their daughters. This study aims to examine the HPV vaccination uptake and its determinants among mothers of girls in China at both the individual and interpersonal levels.

Methods

From July to October 2023, a cross-sectional online study was conducted to investigate HPV vaccine refusal for daughters aged 9–17 years among 11,678 mothers in Shenzhen, China. A randomized selection method was employed, targeting 11 primary schools and 13 secondary schools in Shenzhen. The research team invited mothers of girls to participate in an anonymous online survey. Multilevel logistic regression models (level 1: schools; level 2: individual participants) were employed to analyze the data.

Results

Among 11,678 mothers, 41.1% self-reported receiving at least one dose of HPV vaccination. Through multilevel logistic regression analysis, eight items measuring illness representations of HPV, which refers to how people think about HPV, were associated with higher HPV vaccination uptake (AOR: 1.02–1.14). These items included identity (identifying symptoms of HPV), timeline (whether HPV is acute/chronic), negative consequences, personal and treatment control (whether HPV is under volitional control), concern, negative emotions, and coherence (overall understanding of HPV). In addition, participants refusing HPV vaccines for the index daughters (AOR: 0.82, 95%CI: 0.76, 0.89) had lower vaccine uptake. Perceived more difficulties in accessing the 9-valent vaccines (AOR: 1.06, 95%CI: 1.04, 1.08) and more satisfaction with vaccine-related promotional materials (AOR: 1.50, 95%CI: 1.46, 1.54) at the individual level were associated with higher vaccine uptake. At the interpersonal factors, higher frequency of exposure to testimonials given by others about HPV vaccination on social media (AOR: 1.19, 95%CI: 1.14, 1.25) and thoughtful consideration of the veracity of the information (AOR: 1.11, 95%CI: 1.07, 1.16) were correlated with higher HPV vaccination uptake.

Conclusions

These findings offer essential implications for modifying HPV disease perceptions, addressing difficulties in accessing the 9-valent HPV vaccines, and enhancing health communication needs to improve HPV vaccine uptake among mothers of girls.

Peer Review reports

Background

Cancers caused by human papillomavirus (HPV) are serious health threats for women. Globally, about 625,600 women are diagnosed with HPV-related cancers annually [1]. Both the incidence and mortality rate of HPV-related cancers are high and increasing continuously among Chinese women [2,3,4]. HPV vaccination is highly effective in preventing HPV-related cancers without safety concerns [5, 6]. Receiving HPV vaccination prior to the onset of sexual behaviors was considered the most efficacious [7,8,9]. The main scheme of the HPV vaccination program in China started to roll out in 2016. The main scheme first provided bivalent HPV vaccines to females aged 9–45 years (in August 2016) [10], and then expanded to supply quadrivalent and the 9-valent vaccines to the same age group of females in May 2017 [10] and August 2022 [11]. Although the basic health insurance in China covers 80% of the cost of bivalent (¥1080 or US$148 for the whole course) and quadrivalent vaccines (¥2496 or US$343 for the whole course), it cannot cover the 9-valent vaccines (¥3993 or US$547 for the whole course). A pilot scheme under the national program started in 2022 in some Chinese cities including Shenzhen, the study site, providing free bivalent vaccines to girls aged 13–15 years. However, girls who wish to receive quadrivalent or the 9-valent vaccines have to follow the arrangement of the main scheme. Currently in China, HPV vaccination is not available for males. In China, the mean age at sexual debut for girls ranges from 19.3 to 23.1 years [12, 13]. The coverage of at least one dose of HPV vaccination in different age groups of females was 4.6% (9–17 years), 23.4% (18–26 years), 22.0% (27–35 years), 20.2% (36–44 years), and 3.2% (45–50 years), respectively [14].

Mothers have an important influence on their daughters’ HPV vaccination uptake. In China, mothers are the main decision-makers for their children’s vaccination [15]. Previous studies highlighted the important roles of mothers in communicating with their daughters about vaccination, reproductive health, and sexual behaviors [16, 17]. In the literature, mothers who were hesitant to receive HPV vaccination were unlikely to vaccinate their daughters against HPV [18,19,20,21,22]. In China, most mothers with daughters aged 9–17 years are within the recommended age limit (45 years) for HPV vaccination. Addressing barriers to receiving HPV vaccination among this group of mothers may achieve two goals in one strike (i.e., increasing vaccination coverage among both mothers and their daughters).

Determinants to receive an HPV vaccination among women in general and girls under 18 years in China were well studied. However, very few studies examined the facilitators and barriers to receiving an HPV vaccination among the group of mothers with daughters aged 9–17 years. Our literature identified three relevant studies, which showed that the HPV vaccination uptake rate was between 2.6 and 18.6% among Chinese mothers having daughters [23,24,25]. A limited number of determinants were considered by these studies, such as background characteristics (i.e., the level of education and income, history of HPV infection), daughter’s age, and perceptions regarding HPV vaccination (i.e., concerns about protection and costs, availability issues, family recommendations, and perceived self-efficacy) [23,24,25].

This study examined the determinants of HPV vaccination uptake among mothers at both the individual and interpersonal levels under the socioecological model [26], a commonly used framework to understand facilitators and barriers of vaccination uptake [27,28,29,30,31]. At the individual level, this study considered illness representations using the Brief Illness Perception Questionnaire (B-IPQ) and satisfaction with governmental health promotion materials. Illness representations refer to how individuals think about a disease or health condition [32], which has been increasingly used to explain various health behaviors and outcomes [33,34,35]. The Common-sense Model of Self-regulation suggests that individuals would construct schematic representations of an illness based on available information [32]. A health threat (i.e., HPV infection) would activate cognitive representation to regular the objective threat and the emotional representation to regulate emotions [36]. Both types of illness representations would guide the coping strategies for the health threat. Illness representations have been applied to understand determinants of various types of vaccination (i.e., coronavirus disease 2019 (COVID-19), pneumococcal, and mpox vaccination) [33,34,35]. Health authorities in China have been promoting HPV vaccination through different mass media channels. It is crucial to assess the level of satisfaction among mothers regarding these health promotion materials, as they may not comprehensively address mothers’ concerns or provide adequate information to facilitate the decision-making process for vaccination [3, 37]. Previous studies showed that people who were more satisfied with the government-produced vaccination materials had a higher uptake rate of COVID-19 vaccination [38, 39]. As compared to bivalent and quadrivalent HPV vaccines, the 9-valent HPV vaccines offer more comprehensive protection against HPV [40]. Previous studies suggested that Chinese women preferred to receive the 9-valent HPV vaccines over other types of vaccines [41, 42]. However, local news reported some issues related to the accessibility of the 9-valent HPV vaccines. Since the supply of 9-valent HPV vaccines could not meet its demands, most Chinese cities set limited quotas for receiving such vaccine [3]. Moreover, the procedures to register for the 9-valent vaccines were considered complicated [43]. The cost of the 9-valent vaccines may be another issue, as it is high and cannot be covered by basic health insurance in China (¥3993 or US$547 for three doses) [44]. Thus, the accessibility of the 9-valent HPV vaccines could potentially influence a mother’s decision to receive HPV vaccination.

At the interpersonal level, social media platforms are crucial and indispensable health-related information sources. In the context of HPV vaccination, Chinese mothers heavily rely on social media to gather information about vaccination [45]. Exposure to negative or anti-vaccine content on social media was associated with lower uptake of HPV vaccination [45]. In contrast, exposure to information supporting vaccination uptake could reduce vaccine hesitancy [46]. In addition, misinformation related to vaccination is widespread on social media, which may aggravate vaccine hesitancy [47, 48]. Thoughtful consideration of the veracity of the information on social media could help mitigate the negative impact of misinformation [49, 50]. Previous studies showed a significant positive correlation between thoughtful consideration and vaccination uptake [50, 51]. Therefore, this study also investigated the associations between these interpersonal-level factors and HPV vaccination uptake among mothers with daughters aged 9–17 years.

To our knowledge, there was a dearth of studies investigating the influences of HPV disease perceptions, accessibility of the 9-valent vaccines, satisfaction with governmental promotional materials, or social media information exposure on the HPV vaccination uptake among Chinese mothers having daughters. To address the knowledge gaps, this study investigated HPV vaccination uptake among mothers with daughters aged 9–17 years in Shenzhen, China. We also examined potential determinants of vaccination uptake at the individual level (HPV vaccine refusal for daughters, illness representation of HPV, satisfaction with governmental health promotional materials, and accessibility of the 9-valent HPV vaccines) and interpersonal level (information exposure on social media and thoughtful consideration of veracity of information). We hypothesized that mothers’ establishing specific perceptions about HPV influenced subsequent vaccination behavior and that satisfaction with governmental health promotional materials, accessibility of the 9-valent vaccines, and information exposure on social media would significantly impact their HPV vaccination uptake.

Methods

Study design

A cross-sectional online survey was conducted to investigate HPV vaccine refusal for daughters aged 9–17 years among mothers in Shenzhen, China, between July and October 2023 [52]. This study is a secondary analysis among mothers aged 52 years or below. We did not include mothers aged over 52 years (45 years in 2016), as they were unlikely to benefit from the main scheme of the national HPV vaccination program (started in 2016 for women aged 9–45 years).

Participants and data collection

The inclusion criteria for the original study were as follows: (1) mothers aged 18 or above, (2) able to read simplified Chinese, (3) having a daughter aged between 9 and 17 years at the time of the survey, (4) the daughter was attending a primary or secondary school in Shenzhen, and (5) having a smartphone with internet access.

Our research team randomly selected 3% of the primary and secondary schools from the updated school list in Shenzhen (11 out of 343 primary schools and 13 out of 475 secondary schools) using Excel’s “select random cells” function. All these schools agreed to participate. These schools have established WeChat groups for parents and teachers to communicate school notices. Teachers in the selected schools posted the study information and a QR code to access the questionnaire in the WeChat groups, inviting mothers of female students to participate. The teachers also sent reminders twice during the study period in the WeChat groups. Participants were asked to keep the survey link private from people outside the WeChat groups. Before starting the online survey, participants were informed that participation was voluntary and their personal information would be kept confidential. Electronic informed consent was obtained. The research team developed an online questionnaire using Questionnaire Star, a widely used survey platform in China. The questionnaire consisted of 90 items, with about 15 items per page for six pages, which took about 15 min to complete. The online survey platform checked for completeness before submission, allowing participants to review and change their responses. No incentives were given to participants. The data, protected by a password, was stored on the survey platform server, with only the corresponding author accessing the database. During the study period, 11,728 mothers completed the survey (response rate: 83.8%). We excluded 50 participants aged over 52 years and performed analysis among the remaining 11,678 participants. Ethics approval was obtained from the Shenzhen Longhua District Maternity and Child Healthcare Hospital (ref: 2022122201).

Sample size planning

Sample size planning of the original survey was explained in a published paper [52]. This secondary analysis included 11,678 participants. Such sample size allowed us to detect the smallest odds ratio of 1.12 between mothers with and without the facilitating conditions, with a power of 0.80 and an alpha of 0.05 and assuming the HPV vaccination uptake rate in the reference group (with a facilitating condition of HPV vaccination) to be 10–50% (PASS 11.0, NCSS LLC).

Measurements

Development of the questionnaire

The study questionnaire was designed by a panel of experts, including epidemiologists, clinicians, and CDC employees. To ensure its clarity and readability, the questionnaire underwent a pilot test with ten mothers. All participants in the pilot study found the questionnaire easy to understand. Using their feedback, the panel made final adjustments to the questionnaire. These ten mothers were not involved in the actual survey.

Covariates: background characteristics

The questionnaire gathers sociodemographic information about mothers, including age, education level, relationship status, employment status, and monthly household income. Information about their self-reported history of HPV-related diseases and the age of their daughters was also collected.

Dependent variable: HPV vaccination uptake among mothers

Mothers provided information on the number of HPV vaccine doses they received. Additional details on the type and location of vaccination were collected for those who had received at least one dose.

Independent variables at the individual level

In case the participant has more than one daughter aged 9–17 years, she referred to the one whose birthday is closest to the survey date when answering the questions. Participants were first asked whether their index daughters had received any HPV vaccination. For mothers whose index daughters had not received any HPV vaccination, they were asked about their likelihood of having the index daughters received HPV vaccination in the next year (response categories: 1 = very unlikely, 2 = unlikely, 3 = neutral, 4 = likely, and 5 = very likely). Vaccine refusal was defined as “very unlikely,” “unlikely,” or “neutral.” The same definition was used in numerous studies [52, 53].

Participants’ illness representations of HPV were assessed using the B-IPQ [54]. This reliable and valid approach was commonly used in previous studies to evaluate illness representations of individuals at risk for a particular disease [54, 55]. In this study, the B-IPQ scale was modified by replacing “illness” with “HPV” [54]. The open-ended question about the cause of illness was not included, consistent with previous research [54]. The remaining eight B-IPQ items assessed scores ranging from 0 to 10. These items include (1) consequences (“If you contracted HPV, how much does HPV infection affect your life?”), (2) timeline (“If you contracted HPV, how long do you think your illness will continue?”), (3) personal control (“If you contracted HPV, how much control do you feel you can deal with the illness?”), (4) treatment control (“If you contracted HPV, how much do you think existing treatment can help your illness?”), (5) identity (“If you contracted HPV, how much do you experience symptoms from the illness?”), (6) concern (“If you contracted HPV, how concerned are you about your illness?”), (7) coherence (“If you contracted HPV, how well do you feel you understand HPV?”), and (8) emotions (“If you contacted HPV, how much does your illness affect you emotionally?”) [36]. Higher scores on consequence, timeline, identity, concern, and emotion items indicated more negative perceptions of the illness, while higher scores on personal control, treatment control, and coherence indicated more positive perceptions.

We modified the scale validated in the Chinese population to measure satisfaction with government-produced HPV vaccination health promotional materials (i.e., advertisements, posters, and others) [56]. The Cronbach’s alpha for this scale was 0.91. Participants were asked whether the information presented by the health promotional materials was helpful for them to understand the policy and arrangement of HPV vaccination, address concerns related to HPV vaccination, and facilitate their decision to receive an HPV vaccination (response categories: 1 = disagree, 2 = neutral, 3 = agree). Higher scores on the scale indicated higher satisfaction with the health promotional materials.

Four items measured perceived accessibility of the 9-valent HPV vaccines; they were (1) “It’s difficult to obtain a quota to receive the 9-valent vaccines online,” (2) “Making an appointment to receive the 9-valent vaccine is complicated,” (3) “There is an insufficient supply of the 9-valent vaccines,” and (4) “The cost is expensive for the 9-valent vaccines” (response categories: 1 = disagree, 2 = neutral, 3 = agree). The Difficulties to Access the 9-valent Vaccine Scale was constructed by summing up individual item scores, with higher scores indicating lower accessibility of the 9-valent vaccines. The Cronbach’s alpha for this scale was 0.82.

Independent variables at the interpersonal level

We adapted validated questions to assess the frequency of exposure to information related to HPV vaccination on common social media platforms in China (i.e., WeChat moments, Weibo, TikTok, Red) in the past month [57]. These questions included exposure to testimonials from others, dissemination of negative information pertaining to HPV vaccines, and dissemination of negative information related to other vaccine incidents in China. Another validated measurement was used to measure thoughtful consideration about the veracity of information specific to HPV vaccines [49]. The response categories to the questions above were 1 = almost none, 2 = seldom, 3 = sometimes, and 4 = always.

Statistical analysis

Descriptive statistics were presented. The mean and standard deviation (SD) of the items and scales measuring satisfaction with health promotional materials, accessibility of the 9-valent vaccines, illness representation, and influence of social media related to HPV or HPV vaccinations were also calculated. The dependent variable was the uptake of at least one dose of the HPV vaccine among mothers. Multilevel logistic regression models (level 1: schools; level 2: individual participants) were employed to investigate the factors related to the dependent variable. Random intercept models were utilized to accommodate the variance in the regression model’s intercept across schools, addressing the issue of intra-correlated nested data. This approach is frequently used in previous studies employing similar sampling methods [58, 59]. A univariate two-level logistic regression model was used to evaluate the significance of the relationship between each background characteristic and the dependent variable. Background characteristics that showed significance at P < 0.05 in the univariate analysis were then included and adjusted in the multivariate two-level logistic regression model. Crude odds ratio (OR), adjusted odds ratios (AOR), and their 95% confidence intervals (CI) were reported. Multicollinearities were assessed through the variance inflation factor (VIF); variables exceeding a VIF value of 5 were adjusted or eliminated if theoretically redundant. Hosmer and Lemeshow goodness-of-fit test was used to assess model fits of logistic regression models. The insignificant Hosmer and Lemeshow goodness-of-fit test (P > 0.05) indicates that the model’s estimates fit the data at an acceptable level [60, 61]. The analyses were performed using SPSS (version 29.0; IBM, Armonk, NY, USA). A significance level of P < 0.05 was used.

Results

Background characteristics

About half of the participants were aged between 36 and 40 years (41.6%), had received tertiary education (48.2%), and were without a full-time job (58.3%). The majority of them were married (95.9%), had a monthly household income of more than ¥5000 (USD 685) (83.4%), and did not have a history of HPV infection (95.9%) or HPV-related diseases (97.8%). Over half of them had a daughter who was 9–12 years old (61.1%) (Table 1).

Table 1 Background characteristics of the participants (n = 11,678)

HPV vaccination uptake

Among all participants, 41.1% (n = 4800) self-reported receiving at least one dose of HPV vaccination, and 64.9% of vaccinated participants (3115/4800) completed the whole course of vaccination. Among vaccinated participants, 53.0% received a quadrivalent vaccine (Gardasil 4) (2547/4800), 18.1% received the 9-valent vaccines (Gardasil 9) (868/4800), 15.2% received a bivalent vaccine (729/4800), and 13.7% were uncertain about the type of vaccine they received (656/4800). The most common venues to receive HPV vaccination were public hospitals and community health centers in Shenzhen (3935/4800, 82.0%) (Table 2).

Table 2 HPV vaccine uptake, individual level and interpersonal level factors related to HPV and/or HPV vaccines (n = 11,678)

HPV vaccine refusal for daughters

Among the mothers, 18.2% reported that their 9–17 years old daughters had taken up HPV vaccines. Among participants whose 9–17 years old daughters were unvaccinated against HPV, 46.7% intended to have such daughters received HPV vaccination in the next 12 months. The proportion of mothers who had HPV vaccine refusal for their 9–17 years old daughters was 43.3% (Table 2).

Other factors at individual and interpersonal levels

The mean scores and SD of the items related to illness representations of HPV were presented in Table 2. More than half of the participants found it challenging to obtain the 9-valent vaccines (Gardasil 9) quota (60.5%) and considered the cost of these vaccines to be expensive (64.8%). Less than half of the participants were satisfied with government-produced promotional materials for HPV vaccination (39.1–42.8%).

Regarding the interpersonal-level variables, less than 30% of participants were sometimes/always exposed to testimonials given by others about HPV vaccination (29.2%), negative information (27.8%), and other vaccine incidents related to HPV vaccination (25.8%) on common social media platforms. About 16.3% of the participants always considered the veracity of HPV vaccine-specific information (Table 2).

Factors associated with HPV vaccination uptake

In the univariate analysis, mothers who were older, currently single, with an older daughter, and without full-time jobs were less likely to take up HPV vaccination. Higher education, higher income, and a history of HPV infection or disease were correlated with higher HPV vaccination uptake (Table 3).

Table 3 Associations between background characteristics and HPV vaccine uptake among mothers

After adjusting for significant background characteristics, HPV vaccines refusal for their index daughters was correlated with lower HPV vaccination uptake among mothers (AOR: 0.82, 95%CI: 0.76, 0.89). Participants who perceived more negative effects of HPV on their lives (consequences) (AOR: 1.02, 95%CI: 1.00, 1.03), longer duration of HPV infection (timeline) (AOR: 1.02, 95%CI: 1.00, 1.03), HPV infection can be controlled by themselves (personal control) (AOR: 1.05, 95%CI: 1.04, 1.06) and medical treatment (treatment control) (AOR: 1.04, 95%CI: 1.02, 1.05), severe symptoms if contracted HPV (identity) (AOR: 1.05, 95%CI: 1.03, 1.07), more concerns (concern) (AOR: 1.14, 95%CI: 1.12, 1.15) and better understanding of HPV (coherence) (AOR: 1.13, 95%CI: 1.11, 1.15), and negative emotional responses to HPV (emotions) (AOR: 1.06, 95%CI: 1.05, 1.07) had higher HPV vaccination uptake. More satisfaction with the government’s health promotional materials (AOR: 1.50, 95%CI: 1.46, 1.54) and perceived more difficulties (AOR: 1.06, 95%CI: 1.04, 1.08) in accessing the 9-valent HPV vaccines were also associated with higher HPV vaccination uptake. At the interpersonal level, a higher frequency of exposure to testimonials given by others about HPV vaccination (AOR: 1.19, 95%CI: 1.14, 1.25) was associated with higher vaccine uptake. Thoughtful consideration of the veracity of the information specific to HPV vaccines was also associated with higher vaccine uptake (AOR: 1.11, 95%CI: 1.07, 1.16) (Table 4). The VIF values for each variable in all logistic models were consistently below 5, ranging between 1.00 and 1.21, indicating that no adjustments were necessary for the variables. The aforementioned logistic regression models had acceptable fits (Hosmer and Lemeshow test ranged from 0.07 to 0.94).

Table 4 Associations of individual level and interpersonal level factors with HPV vaccine uptake among mothers

Discussion

To our knowledge, this is one of the first studies to investigate the influence of HPV disease perceptions, accessibility of the 9-valent vaccines, satisfaction with governmental health promotional materials, and social media information exposure on HPV vaccination uptake among mothers having daughters. This study included the novel application of the Common-sense Model of Self-regulation to examine HPV disease perceptions, which extended the application of this theory and could inform public health messaging that is theoretically anchored. This study also examined the associations between social media information exposure, satisfaction with governmental health promotion materials, and HPV vaccine uptake, which has not been extensively studied among mothers in China. Other strengths of this study included the large sample size (n = 11,678) and high response rate (83.8%).

In the study, 41.1% of the mothers received at least one dose of HPV vaccination and 64.9% of vaccinated mothers completed the whole course. The HPV vaccination uptake rate was higher than previous studies targeting the same population conducted from 2020 to 2022 (2.6 to 18.6%) [23,24,25], which suggested an increase in HPV vaccination coverage in this group. However, the HPV vaccination uptake rate was still lower than that of mothers having daughters in the USA (49.0 to 83.0%) [62,63,64]. A modeling study suggested that HPV vaccination coverage should reach at least 95% among females in China in order to effectively reduce HPV infection at the population level [65]. There is a strong need and large room to improve HPV vaccination coverage among females in China.

In line with the findings of previous studies, mothers who were older and single reported lower HPV vaccination uptake [50, 51, 66]. Since the rollout of the HPV vaccination program started late in China (2016), older mothers might perceive HPV vaccination as less effective for them [67, 68]. In China, single mothers often have a heavy burden in raising their children, constrained by tight financial resources [69, 70]. Lack of time and low income might become barriers for single mothers to receive HPV vaccination. In contrast, better socioeconomic status (higher education, higher income, and full-time employment) was associated with higher HPV vaccine uptake in this study. Such findings were similar to previous studies [71, 72]. To address the disparities, future HPV vaccination programs should pay more attention to single mothers and those with lower socioeconomic status. Furthermore, mothers who reported a history of HPV infection and HPV-related diseases had higher vaccine uptake. It is possible that these mothers perceive a greater threat from HPV and, therefore, have a greater motivation to get vaccinated [41].

Promoting HPV vaccination among mothers who have daughters might increase vaccine coverage among both mothers and their daughters, as higher HPV vaccination uptake among mothers was correlated with lower vaccine refusal for their daughters in this study. Our findings provided some practical implications to inform such health promotion. Our findings highlighted that HPV disease perceptions could be incorporated into health communication messages to encourage vaccination uptake. Mothers who perceived more negative effects of HPV on their lives (consequences), longer duration of HPV infection (timeline), and more severe symptoms if contracted HPV (identity) were more likely to receive HPV vaccination. Health communication messages may anchor these perceptions by highlighting the effectiveness of HPV vaccination in preventing severe and long-term consequences of HPV infection. Perceived higher personal control and treatment control of HPV were also correlated with higher HPV vaccination uptake. Similar associations have been observed in the context of seasonal influenza vaccination and hepatitis C virus testing [55, 73]. Beliefs in personal and treatment control may be linked to the perceived efficacy of HPV, a facilitator of vaccination uptake [41, 74]. Participants who better understood HPV (coherence) were more likely to be vaccinated. This is consistent with previous studies among females that found better knowledge of HPV was a facilitator of HPV vaccination uptake [75]. HPV infection elicited negative emotions and concerns among mothers. Similar to previous studies, such negative emotions and concerns were associated with higher HPV vaccination uptake [55, 73]. To promote HPV vaccination, it may be beneficial to encourage the adoption of positive coping strategies that aim to alleviate the negative emotions and concerns associated with HPV among mothers. It is plausible to encourage mothers experiencing high levels of negative emotions and concerns to receive HPV vaccination, transforming their negative emotions into prevention behaviors.

It is necessary to improve current HPV vaccination promotional materials, as less than half of the mothers found such materials to help address their concerns and facilitate their vaccination decisions. Higher satisfaction with these health promotional materials was associated with higher HPV vaccination uptake. Currently, most health promotional materials are developed by academics or healthcare professionals [76]. These materials are standardized without considering the needs of end-users from their perspectives [77]. To address this issue, utilizing a co-creation approach, which involves collaboration between academics, end-users, and other stakeholders, may help improve these materials and lead to behavioral change [78, 79]. This approach has shown promise in addressing complex issues and promoting behavioral change [78].

About half of the mothers perceived some difficulties in accessing the 9-valent HPV vaccines, including inadequate supply, limited quota, complicated procedures to register, and high costs. It was interesting to find that perceived more difficulties in accessing such vaccines was associated with higher HPV vaccination uptake. One possible explanation was that women would have first-hand experience of such difficulties when they were trying to get the 9-valent vaccines. In contrast, those who did not have an interest in receiving the HPV vaccination might be less aware of these issues. The 9-valent vaccines developed and manufactured by China have entered clinical trials with positive results [80]. The supply issues might be tackled after the domestic 9-valent vaccines enter the market. The Chinese government should also consider simplifying the procedures for registering the 9-valent vaccines and expanding the basic health insurance to cover such vaccines to remove other difficulties related to vaccine access.

Our study showed that HPV vaccination might not be a hot topic on social media, as only one-third of the participants were sometimes/always exposed to information related to HPV vaccination in the past month through such channels. In line with previous studies [45, 81], higher exposure to information related to HPV vaccination on social media was associated with higher HPV vaccination uptake, highlighting the potential of using social media for vaccination promotion. Health authorities should consider utilizing their official social media platforms to disseminate health promotion messages related to HPV vaccination, as Chinese mothers tend to perceive these accounts as credible sources of information [49]. Furthermore, our findings highlighted the role of thoughtful consideration of the veracity of information specific to HPV vaccination in improving vaccine uptake, which aligns with previous studies [49,50,51]. Thoughtful consideration may mitigate the negative impacts of misinformation on the acceptance to receive HPV vaccination. Only 16.3% of the participants always thought carefully about the veracity of information specific to HPV vaccination, and there is room for improvement. Health authorities should proactively identify misinformation related to HPV vaccination and provide timely clarification. Empowering the women with adequate skills to critically evaluate the veracity of information may also be helpful.

This study has several limitations. First, it is ideal to measure illness representations of main diseases caused by HPV (i.e., genital warts, cervical cancers, and other HPV-related cancers) at the same time. However, we were not able to do so due to the limited length of the questionnaire. We followed the approach used by previous studies and focused on B-IPQ of HPV [82]. Second, we did not include a group of mothers without daughters in this study and were not able to ascertain whether the level of vaccination uptake and associated factors were the same between mothers with and without daughters. Third, all participants were recruited from Shenzhen, and the findings cannot be generalized to other Chinese cities. Shenzhen is one of the most developed cities in China, and it has better access to and supply of HPV vaccines. The HPV vaccination uptake rate among females in Shenzhen is expected to be higher than that of less developed cities. Fourth, due to limited resources, we were unable to verify the HPV vaccination status through medical records or laboratory testing. However, mothers were able to provide detailed information about their vaccination. Mothers might over-report HPV vaccination uptake due to social desirability [83]. Fifth, the scale measuring difficulties in accessing the 9-valent vaccines was self-constructed in the absence of validated measurement. Cronbach’s alpha on this scale was acceptable. However, this scale was not validated by an independent study. Furthermore, the survey was anonymous, and we were unable to collect information from mothers who refused to answer the questionnaire online. Selection bias existed. Last but not least, this study was cross-sectional and cannot establish causality.

Conclusions

In sum, the current HPV vaccination uptake rate among mothers having daughters in Shenzhen, China, was suboptimal. More efforts to promote HPV vaccination uptake are needed, especially for single mothers and those with low socioeconomic status. Modifying HPV disease perceptions, improving governmental health promotion materials, and addressing difficulties in accessing the 9-valent HPV vaccines might be useful in increasing HPV vaccination uptake. Health authorities may consider using social media as one communication channel to encourage HPV vaccination uptake.

Availability of data and materials

No datasets were generated or analysed during the current study.

Abbreviations

HPV:

Human papillomavirus

B-IPQ:

Brief Illness Perception Questionnaire

COVID-19:

Coronavirus disease 2019

SD:

Standard deviation

OR:

Crude odds ratio

AOR:

Adjusted odds ratios

CI:

Confidence interval

VIF:

Variance inflation factor

References

  1. World Health Organization. Human papillomavirus and cancer, https://www.who.int/news-room/fact-sheets/detail/human-papilloma-virus-and-cancer; 2024. Accessed 3 Jan 2024.

  2. Cao W, Chen HD, Yu YW, Li N, Chen WQ. Changing profiles of cancer burden worldwide and in China: a secondary analysis of the global cancer statistics 2020. Chin Med J (Engl). 2021;134(7):783–91. https://doi.org/10.1097/cm9.0000000000001474.

    Article  PubMed  Google Scholar 

  3. Wang H, Jiang Y, Wang Q, Lai Y, Holloway A. The status and challenges of HPV vaccine programme in China: an exploration of the related policy obstacles. BMJ Glob Health. 2023;8(8). https://doi.org/10.1136/bmjgh-2023-012554.

  4. Lu Y, Li P, Luo G, Liu D, Zou H. Cancer attributable to human papillomavirus infection in China: burden and trends. Cancer. 2020;126(16):3719–32. https://doi.org/10.1002/cncr.32986.

    Article  PubMed  Google Scholar 

  5. Centers for Disease Control and Prevention. HPV vaccine safety and effectiveness, https://www.cdc.gov/vaccines/vpd/hpv/hcp/safety-effectiveness.html; 2023. Accessed 17 Oct 2023.

  6. Robinson CL. Advisory Committee on Immunization Practices recommended immunization schedules for persons aged 0 through 18 years—United States, 2016. MMWR Morb Mortal Wkly Rep. 2016;65(4):86-7. https://doi.org/10.15585/mmwr.mm6504a4.

  7. Ellingson MK, Sheikha H, Nyhan K, Oliveira CR, Niccolai LM. Human papillomavirus vaccine effectiveness by age at vaccination: a systematic review. Hum Vaccin Immunother. 2023;19(2):2239085. https://doi.org/10.1080/21645515.2023.2239085.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Datta S, Pink J, Medley GF, Petrou S, Staniszewska S, Underwood M, et al. Assessing the cost-effectiveness of HPV vaccination strategies for adolescent girls and boys in the UK. BMC Infect Dis. 2019;19(1):552. https://doi.org/10.1186/s12879-019-4108-y.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Choi HCW, Jit M, Leung GM, Tsui K-L, Wu JT. Simultaneously characterizing the comparative economics of routine female adolescent nonavalent human papillomavirus (HPV) vaccination and assortativity of sexual mixing in Hong Kong Chinese: a modeling analysis. BMC Med. 2018;16(1):127. https://doi.org/10.1186/s12916-018-1118-3.

    Article  PubMed  PubMed Central  Google Scholar 

  10. National Health Commission of the People’s Republic of China. Letter of reply to proposal no. 2134 (medical and sports category no. 272), http://www.nhc.gov.cn/wjw/tia/202101/27e27c66ed6544209a8aeeede1230880.shtml; 2020. Accessed 4 Jan 2024.

  11. Merck. Merck’s 9-valent HPV vaccine approved for women of age 9 to 45 years old, https://www.msdchina.com.cn/company_news_2022-08-30; 2022. Accessed 20 Oct 2023.

  12. Guo W, Wu Z, Qiu Y, Chen G, Zheng X. The timing of sexual debut among Chinese youth. Int Perspect Sex Reprod Health. 2012;38(4):196–204. https://doi.org/10.1363/3819612.

    Article  CAS  PubMed  Google Scholar 

  13. Li J, Li S, Yan H, Xu D, Xiao H, Cao Y, et al. Early sex initiation and subsequent unsafe sexual behaviors and sex-related risks among female undergraduates in Wuhan China. Asia Pac J Public Health. 2015;27(2 Suppl):21s–9s. https://doi.org/10.1177/1010539514549186.

    Article  PubMed  Google Scholar 

  14. Lin Z, Liang X, Su L, Peng W, Chen H, Fang Y, et al. Coverage with the first dose of human papillomavirus vaccination among females aged 9-50 years in Shenzhen, China: a surveillance based on administrative health records in 2023. Vaccines, 2024;12(1). https://doi.org/10.3390/vaccines12010075.

  15. Wang Z, Wang J, Fang Y, Gross DL, Wong MCS, Wong ELY, et al. Parental acceptability of HPV vaccination for boys and girls aged 9–13 years in China - a population-based study. Vaccine. 2018;36(19):2657–65. https://doi.org/10.1016/j.vaccine.2018.03.057.

    Article  PubMed  Google Scholar 

  16. Ouma PO, van Eijk AM, Hamel MJ, Sikuku ES, Odhiambo FO, Munguti KM, et al. Antenatal and delivery care in rural western Kenya: the effect of training health care workers to provide “focused antenatal care.” Reprod Health. 2010;7:1. https://doi.org/10.1186/1742-4755-7-1.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Miller KS, Levin ML, Whitaker DJ, Xu X. Patterns of condom use among adolescents: the impact of mother-adolescent communication. Am J Public Health. 1998;88(10):1542–4. https://doi.org/10.2105/ajph.88.10.1542.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Biederman E, Donahue K, Sturm L, Champion V, Zimet G. The association between maternal human papillomavirus (HPV) experiences and HPV vaccination of their children. Hum Vaccin Immunother. 2021;17(4):1000–5. https://doi.org/10.1080/21645515.2020.1817714.

    Article  PubMed  Google Scholar 

  19. Chao C, Slezak JM, Coleman KJ, Jacobsen SJ. Papanicolaou screening behavior in mothers and human papillomavirus vaccine uptake in adolescent girls. Am J Public Health. 2009;99(6):1137–42. https://doi.org/10.2105/ajph.2008.147876.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Berenson AB, Brown VG, Fuchs EL, Hirth JM, Chang M. Relationship between maternal experiences and adolescent HPV vaccination. Hum Vaccin Immunother. 2017;13(9):2150–4. https://doi.org/10.1080/21645515.2017.1332551.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Gray A, Fisher CB. Factors associated with HPV vaccine acceptability and hesitancy among Black mothers with young daughters in the United States. Front Public Health. 2023;11:1124206. https://doi.org/10.3389/fpubh.2023.1124206.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Nguyen KH, Santibanez TA, Stokley S, Lindley MC, Fisher A, Kim D, et al. Parental vaccine hesitancy and its association with adolescent HPV vaccination. Vaccine. 2021;39(17):2416–23. https://doi.org/10.1016/j.vaccine.2021.03.048.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Shi J, Yu W, Zheng H. Acceptability of human papillomavirus vaccine for 9–14 year-old girls among parents in four provinces of China. Beijing (China): Chinese Center for Disease Control and Prevention. 2020.

  24. Yi Y, Xiu S, Shi N, Huang Y, Zhang S, Wang Q, et al. Perceptions and acceptability of HPV vaccination among parents of female adolescents 9–14 in China: a cross-sectional survey based on the theory of planned behavior. Hum Vaccin Immunother. 2023;19(2):2225994. https://doi.org/10.1080/21645515.2023.2225994.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Guo Q, Zhou W, Wen X, Lu J, Lu X, Lu Y. Discrepancy of human papillomavirus vaccine uptake and intent between girls 9–14 and their mothers in a pilot region of Shanghai, China. Hum Vaccin Immunother. 2022;18(6):2132801. https://doi.org/10.1080/21645515.2022.2132801.

    Article  PubMed  PubMed Central  Google Scholar 

  26. McLeroy KR, Bibeau D, Steckler A, Glanz K. An ecological perspective on health promotion programs. Health Educ Q. 1988;15(4):351–77. https://doi.org/10.1177/109019818801500401.

    Article  CAS  PubMed  Google Scholar 

  27. Ryan G, Avdic L, Daly E, Askelson N, Farris PE, Shannon J, et al. Influences on HPV vaccination across levels of the social ecological model: perspectives from state level stakeholders. Hum Vaccin Immunother. 2021;17(4):1006–13. https://doi.org/10.1080/21645515.2020.1839290.

    Article  PubMed  Google Scholar 

  28. Maness SB, Thompson EL. Social determinants of human papillomavirus vaccine uptake: an assessment of publicly available data. Public Health Rep. 2019;134(3):264–73. https://doi.org/10.1177/0033354919838219.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Olaniyan A, Isiguzo C, Hawk M. The socioecological model as a framework for exploring factors influencing childhood immunization uptake in Lagos state, Nigeria. BMC Public Health. 2021;21(1):867. https://doi.org/10.1186/s12889-021-10922-6.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Sethi S, Poirier B, Canfell K, Smith M, Garvey G, Hedges J, et al. Working towards a comprehensive understanding of HPV and cervical cancer among Indigenous women: a qualitative systematic review. BMJ Open. 2021;11(6):e050113. https://doi.org/10.1136/bmjopen-2021-050113.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Adegboyega A, Adeyimika D, Omoadoni O, Mark D. HPV vaccination and cervical cancer screening promotion among Black individuals: social ecological perspectives from key informants interviews. Ethn Health. 2023;28(7):1026–40. https://doi.org/10.1080/13557858.2023.2193360.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Weinman J, Petrie KJ. Illness perceptions: a new paradigm for psychosomatics? J Psychosom Res. 1997;42(2):113–6. https://doi.org/10.1016/s0022-3999(96)00294-2.

    Article  CAS  PubMed  Google Scholar 

  33. Vollmann M, Salewski C. To get vaccinated, or not to get vaccinated, that is the question: illness representations about COVID-19 and perceptions about COVID-19 vaccination as predictors of COVID-19 vaccination willingness among young adults in the Netherlands. Vaccines (Basel). 2021;9(9). https://doi.org/10.3390/vaccines9090941.

  34. Nanteer-Oteng E, Kretchy IA, Nanteer DO, Kretchy JP, Osafo J. Hesitancy towards COVID-19 vaccination: the role of personality traits, anti-vaccine attitudes and illness perception. PLOS Glob Public Health. 2022;2(12):e0001435. https://doi.org/10.1371/journal.pgph.0001435.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Wang Z, Fang Y, Dong W, Lau M, Mo PKH. Illness representations on pneumonia and pneumococcal vaccination uptake among community-living Chinese people with high-risk conditions aged ≥65 years — a population-based study. Hum Vaccin Immunother. 2021;17(5):1455–62. https://doi.org/10.1080/21645515.2020.1814653.

    Article  PubMed  Google Scholar 

  36. Moss-Morris R, Weinman J, Petrie K, Horne R, Cameron L, Buick D. The revised illness perception questionnaire (IPQ-R). Psychol Health. 2002;17(1):1–16. https://doi.org/10.1080/08870440290001494.

    Article  Google Scholar 

  37. Chan DNS, Lee PPK, So WKW. Exploring the barriers and facilitators influencing human papillomavirus vaccination decisions among South Asian and Chinese mothers: a qualitative study. J Racial Ethn Health Disparities. 2023:1-13. https://doi.org/10.1007/s40615-023-01623-4.

  38. Wang Z, Fang Y, Yu FY, Chan PSF, Chen S. Governmental incentives, satisfaction with health promotional materials, and COVID-19 vaccination uptake among community-dwelling older adults in Hong Kong: a random telephone survey. Vaccines. 2022;10(5):732.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Wang Z, Fang Y, Yu FY, Chan PS, Chen S, Sun F. Facilitators and barriers to take up a COVID-19 vaccine booster dose among community-dwelling older adults in Hong Kong: a population-based random telephone survey. Vaccines. 2022;10(6). https://doi.org/10.3390/vaccines10060966.

  40. Yang DY, Bracken K. Update on the new 9-valent vaccine for human papillomavirus prevention. Can Fam Phys. 2016;62(5):399–402.

    Google Scholar 

  41. Shao X, Lu X, Zhou W, Huang W, Lu Y. HPV vaccination behavior, vaccine preference, and health beliefs in Chinese female health care workers: a nationwide cross-sectional study. Vaccines. 2023;11(8). https://doi.org/10.3390/vaccines11081367.

  42. Xie P, Zhao J, Li X, Zou X, Liu G, Han X. Preference for human papillomavirus vaccine type and vaccination strategy among parents of school-age girls in Guangdong province China. Prev Med Rep. 2023;36:102463. https://doi.org/10.1016/j.pmedr.2023.102463.

    Article  PubMed  PubMed Central  Google Scholar 

  43. People’s daily online. Why is the nine-valent HPV vaccine hard to register? 2021. http://society.people.com.cn/n1/2021/0820/c1008-32201028.html. Accessed 1 March 2024.

  44. National Healthcare Security Administration. Letter from the National Healthcare Security Administration in response to proposal no. 2844 (proposal no. 152 in the medical and sports category) of the fourth session of the Thirteenth National Committee of the Chinese People’s Political Consultative Conference. 2021. https://web.archive.org/web/20220126025918/http:/www.nhsa.gov.cn/art/2021/10/26/art_110_7263.html. Accessed 14 March 2024.

  45. Ortiz RR, Smith A, Coyne-Beasley T. A systematic literature review to examine the potential for social media to impact HPV vaccine uptake and awareness, knowledge, and attitudes about HPV and HPV vaccination. Hum Vaccin Immunother. 2019;15(7–8):1465–75. https://doi.org/10.1080/21645515.2019.1581543.

    Article  PubMed  PubMed Central  Google Scholar 

  46. Cascini F, Pantovic A, Al-Ajlouni YA, Failla G, Puleo V, Melnyk A, et al. Social media and attitudes towards a COVID-19 vaccination: a systematic review of the literature. EClinicalMedicine. 2022;48:101454. https://doi.org/10.1016/j.eclinm.2022.101454.

    Article  PubMed  PubMed Central  Google Scholar 

  47. Kornides ML, Badlis S, Head KJ, Putt M, Cappella J, Gonzalez-Hernadez G. Exploring content of misinformation about HPV vaccine on Twitter. J Behav Med. 2023;46(1–2):239–52. https://doi.org/10.1007/s10865-022-00342-1.

    Article  PubMed  Google Scholar 

  48. Muric G, Wu Y, Ferrara E. COVID-19 vaccine hesitancy on social media: building a public Twitter data set of antivaccine content, vaccine misinformation, and conspiracies. JMIR Public Health Surveill. 2021;7(11):e30642. https://doi.org/10.2196/30642.

    Article  PubMed  PubMed Central  Google Scholar 

  49. Pan Y, Xin M, Zhang C, Dong W, Fang Y, Wu W, et al. Associations of mental health and personal preventive measure compliance with exposure to COVID-19 information during work resumption following the COVID-19 outbreak in China: cross-sectional survey study. J Med Internet Res. 2020;22(10):e22596. https://doi.org/10.2196/22596.

    Article  PubMed  PubMed Central  Google Scholar 

  50. Zhang K, Fang Y, Chan PS, Cao H, Chen H, Hu T, et al. Behavioral intention to get a booster dose of COVID-19 vaccine among Chinese factory workers. Int J Environ Res Public Health. 2022;19(9). https://doi.org/10.3390/ijerph19095245.

  51. Singh A, Lai AHY, Wang J, Asim S, Chan PS, Wang Z, et al. Multilevel determinants of COVID-19 vaccine uptake among South Asian ethnic minorities in Hong Kong: cross-sectional web-based survey. JMIR Public Health Surveill. 2021;7(11):e31707. https://doi.org/10.2196/31707.

    Article  PubMed  PubMed Central  Google Scholar 

  52. Lin Z, Chen S, Su L, Chen H, Fang Y, Liang X, et al. Exploring mother-daughter communication and social media influence on HPV vaccine refusal for daughters aged 9–17 years in a cross-sectional survey of 11,728 mothers in China. Hum Vaccin Immunother. 2024;20(1):2333111. https://doi.org/10.1080/21645515.2024.2333111.

    Article  PubMed  PubMed Central  Google Scholar 

  53. Wollebæk D, Fladmoe A, Steen-Johnsen K, Ihlen Ø. Right-wing ideological constraint and vaccine refusal: the case of the COVID-19 vaccine in Norway. Scan Polit Stud. 2022;45(2):253–78. https://doi.org/10.1111/1467-9477.12224.

    Article  PubMed  PubMed Central  Google Scholar 

  54. Broadbent E, Petrie KJ, Main J, Weinman J. The brief illness perception questionnaire. J Psychosom Res. 2006;60(6):631–7. https://doi.org/10.1016/j.jpsychores.2005.10.020.

    Article  PubMed  Google Scholar 

  55. Wang Z, Mo PKH, Fang Y, Ip M, Lau JTF. Factors predicting first-time hepatitis C virus testing uptake among men who have sex with men in China: an observational prospective cohort study. Sex Transm Infect. 2020;96(4):258–64. https://doi.org/10.1136/sextrans-2019-054248.

    Article  PubMed  Google Scholar 

  56. Zhang K, Fang Y, Chan PSF, Cao H, Chen H, Hu T, et al. Behavioral intention to get a booster dose of COVID-19 vaccine among Chinese factory workers. Int J Environ Res Public Health. 2022;19(9):5245.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  57. Zhang K, Liang X, Tam KLW, Kawuki J, Chan PS, Chen S, et al. Changes in COVID-19 vaccine acceptability among parents with children aged 6-35 months in China-repeated cross-sectional surveys in 2020 and 2021. Vaccines. 2023;11(1). https://doi.org/10.3390/vaccines11010170.

  58. Pan Y, Fang Y, Xin M, Dong W, Zhou L, Hou Q, et al. Self-reported compliance with personal preventive measures among Chinese factory workers at the beginning of work resumption following the COVID-19 outbreak: cross-sectional survey study. J Med Internet Res. 2020;22(9):e22457. https://doi.org/10.2196/22457.

    Article  PubMed  PubMed Central  Google Scholar 

  59. Zhang KC, Fang Y, Cao H, Chen H, Hu T, Chen Y, et al. Behavioral intention to receive a COVID-19 vaccination among Chinese factory workers: cross-sectional online survey. J Med Internet Res. 2021;23(3):e24673. https://doi.org/10.2196/24673.

    Article  PubMed  PubMed Central  Google Scholar 

  60. Patel MS, Niemann CU, Sally MB, De La Cruz S, Zatarain J, Ewing T, et al. The impact of hydroxyethyl starch use in deceased organ donors on the development of delayed graft function in kidney transplant recipients: a propensity-adjusted analysis. Am J Transplant. 2015;15(8):2152–8. https://doi.org/10.1111/ajt.13263.

    Article  CAS  PubMed  Google Scholar 

  61. Paul P, Pennell ML, Lemeshow S. Standardizing the power of the Hosmer-Lemeshow goodness of fit test in large data sets. Stat Med. 2013;32(1):67–80. https://doi.org/10.1002/sim.5525.

    Article  PubMed  Google Scholar 

  62. Srivastava T, Head KJ, O’Dell SM, Feemster KA, Panozzo CA, Zimet GD, et al. Characterizing U.S. mothers with high human papillomavirus vaccine intent yet unvaccinated adolescents. Prev Med. 2023;169:107472. https://doi.org/10.1016/j.ypmed.2023.107472.

    Article  PubMed  Google Scholar 

  63. Kornides M, Head KJ, Feemster K, Zimet GD, Panozzo CA. Associations between HPV vaccination among women and their 11–14-year-old children. Hum Vaccin Immunother. 2019;15(7–8):1824–30. https://doi.org/10.1080/21645515.2019.1625642.

    Article  PubMed  PubMed Central  Google Scholar 

  64. Roberts ME, Gerrard M, Reimer R, Gibbons FX. Mother-daughter communication and human papillomavirus vaccine uptake by college students. Pediatrics. 2010;125(5):982–9. https://doi.org/10.1542/peds.2009-2888.

    Article  PubMed  Google Scholar 

  65. Xia C, Hu S, Xu X, Zhao X, Qiao Y, Broutet N, et al. Projections up to 2100 and a budget optimisation strategy towards cervical cancer elimination in China: a modelling study. Lancet Public Health. 2019;4(9):e462–72. https://doi.org/10.1016/s2468-2667(19)30162-8.

    Article  PubMed  Google Scholar 

  66. Adekanmbi V, Guo F, Hsu CD, Shan Y, Kuo YF, Berenson AB. Incomplete HPV vaccination among individuals aged 27-45 years in the United States: a mixed-effect analysis of individual and contextual factors. Vaccines. 2023;11(4). https://doi.org/10.3390/vaccines11040820.

  67. Chesson HW, Meites E, Ekwueme DU, Saraiya M, Markowitz LE. Cost-effectiveness of HPV vaccination for adults through age 45 years in the United States: estimates from a simplified transmission model. Vaccine. 2020;38(50):8032–9. https://doi.org/10.1016/j.vaccine.2020.10.019.

    Article  PubMed  PubMed Central  Google Scholar 

  68. Kim JJ, Simms KT, Killen J, Smith MA, Burger EA, Sy S, et al. Human papillomavirus vaccination for adults aged 30 to 45 years in the United States: a cost-effectiveness analysis. PLoS Med. 2021;18(3):e1003534. https://doi.org/10.1371/journal.pmed.1003534.

    Article  PubMed  PubMed Central  Google Scholar 

  69. Li Q. Mothers left without a man: poverty and single parenthood in China. Soc Incl. 2020;8(2):114–22.

    Article  CAS  Google Scholar 

  70. Zhao X, Basnyat I. Gendered social practices in reproductive health: a qualitative study exploring lived experiences of unwed single mothers in China. Sociol Health Illn. 2021;43(5):1237–53.

    Article  PubMed  Google Scholar 

  71. de Munter AC, Klooster TMS-VT, van Lier A, Akkermans R, de Melker HE, Ruijs WLM. Determinants of HPV-vaccination uptake and subgroups with a lower uptake in the Netherlands. BMC Public Health. 2021;21(1):1848. https://doi.org/10.1186/s12889-021-11897-0.

  72. Grandahl M, Larsson M, Dalianis T, Stenhammar C, Tydén T, Westerling R, et al. Catch-up HPV vaccination status of adolescents in relation to socioeconomic factors, individual beliefs and sexual behaviour. PLoS One. 2017;12(11):e0187193. https://doi.org/10.1371/journal.pone.0187193.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  73. Mo PK, Lau JT. Illness representation on H1N1 influenza and preventive behaviors in the Hong Kong general population. J Health Psychol. 2015;20(12):1523–33. https://doi.org/10.1177/1359105313516031.

    Article  PubMed  Google Scholar 

  74. Alsulami FT, Sanchez J, Rabionet SE, Popovici I, Baraka MA. Predictor of HPV vaccination uptake among foreign-born college students in the U.S.: an exploration of the role of acculturation and the health belief model. Vaccines. 2023;11(2). https://doi.org/10.3390/vaccines11020422.

  75. Netfa F, King C, Davies C, Rashid H, Tashani M, Booy R, et al. Perceived facilitators and barriers to the uptake of the human papillomavirus (HPV) vaccine among adolescents of Arabic-speaking mothers in NSW, Australia: a qualitative study. Vaccine: X. 2023;14:100335. https://doi.org/10.1016/j.jvacx.2023.100335.

    Article  PubMed  Google Scholar 

  76. Blevins D, Farmer MS, Edlund C, Sullivan G, Kirchner JE. Collaborative research between clinicians and researchers: a multiple case study of implementation. Implement Sci. 2010;5:76. https://doi.org/10.1186/1748-5908-5-76.

    Article  PubMed  PubMed Central  Google Scholar 

  77. Finegood DT, Johnston LM, Steinberg M, Matteson CL, Deck PB. Complexity, systems thinking, and health behavior change. In: S Kahan, AC Gielen, PJ Fagan, LW Green, eds. Health behavior change in populations. United States: Johns Hopkins University Press; 2014. p. 435–8. https://doi.org/10.56021/9781421414553.

  78. Leask CF, Sandlund M, Skelton DA, Altenburg TM, Cardon G, Chinapaw MJM, et al. Framework, principles and recommendations for utilising participatory methodologies in the co-creation and evaluation of public health interventions. Res Involv Engagem. 2019;5:2. https://doi.org/10.1186/s40900-018-0136-9.

    Article  PubMed  PubMed Central  Google Scholar 

  79. Galvagno M, Dalli D. Theory of value co-creation: a systematic literature review. Manag Serv Qual. 2014;24(6):643–83.

    Article  Google Scholar 

  80. Recbio. Recbio announces phase III clinical trial progress of recombinant HPV 9-valent vaccine. 2024. https://www.recbio.cn/en/media/press-release/recbio-announces-phase-iii-clinical-trial-progress-of-recombinant-hpv-9-valent-vaccine/. Accessed 2 March 2024.

  81. Thompson EL, Preston SM, Francis JKR, Rodriguez SA, Pruitt SL, Blackwell JM, et al. Social media perceptions and internet verification skills associated with human papillomavirus vaccine decision-making among parents of children and adolescents: cross-sectional survey. JMIR Pediatr Parent. 2022;5(3):e38297. https://doi.org/10.2196/38297.

    Article  PubMed  PubMed Central  Google Scholar 

  82. McBride E, Marlow LAV, Chilcot J, Moss-Morris R, Waller J. Distinct illness representation profiles are associated with anxiety in women testing positive for human papillomavirus. Ann Behav Med. 2022;56(1):78–88. https://doi.org/10.1093/abm/kaab022.

    Article  PubMed  Google Scholar 

  83. Waller J, Marlow LA, Wardle J. The association between knowledge of HPV and feelings of stigma, shame and anxiety. Sex Transm Infect. 2007;83(2):155–9. https://doi.org/10.1136/sti.2006.023333.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

Not applicable.

Funding

This study was funded by the Scientific Research Project of Medical and Health Institutions in Longhua District [Grant number: 2021162] and the Social Welfare Research Grant in Longhua District [Grant number: 2548A20210414BA70D4A].

Author information

Authors and Affiliations

Authors

Contributions

Conceptualization: Z.L., S.C., L.S., Y.L., Z.W.; methodology: Z.L., S.C., L.S., Y.L., H.C., Z.H., Z.C., Y.F., X.L., Z.W.; data curation: Z.L., L.S., Y.L., H.C., Z.H., J.C., B.L., C.W.; project administration: Z.L., L.S., Y.L., H.C., Z.H., J.C., B.L., C.W.; writing-original draft preparation: S.C., Z.L., L.S., Y.L., Z.C., Y.F., X.L., Z.W.; writing-review and editing: S.C., Z.C., Y.F., X.L., J.C., B.L., C.W, and Z.W. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Zixin Wang.

Ethics declarations

Ethics approval and consent to participate

Prospective participants were informed that the survey was anonymous, their information will be kept strictly confidential, and they had the right to refuse to participate or withdraw from the study at any time. Refusal and withdrawal would not affect their access to any services. Electronic informed consent was obtained. Ethics approval was obtained from the Shenzhen Longhua District Maternity and Child Healthcare Hospital (ref: 2022122201).

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lin, Z., Chen, S., Su, L. et al. Influences of HPV disease perceptions, vaccine accessibility, and information exposure on social media on HPV vaccination uptake among 11,678 mothers with daughters aged 9–17 years in China: a cross-sectional study. BMC Med 22, 328 (2024). https://doi.org/10.1186/s12916-024-03538-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12916-024-03538-1

Keywords