Abstract
Healthcare provider (HCP) recommendation of the human papillomavirus (HPV) vaccination is crucial for HPV vaccination acceptance and uptake. It is unclear to what extent the disruptive effect of the COVID-19 pandemic impacted the recommendation and acceptance of HPV vaccination. HCPs practicing in Texas were invited to complete an online survey between January and April 2021. This population-based survey examined the association between HPV vaccination recommendation by HCPs and their observed changes in HPV vaccination acceptance during the COVID-19 pandemic. Of the total 715 HCPs included in this study, 13.9% reported a decrease, 8.7% reported an increase, and 77.5% reported no change in HPV vaccination acceptance during the COVID-19 pandemic. Compared to the HCPs who never/sometimes recommend HPV vaccination, those who often/always recommend HPV vaccination were less likely to observe a decrease (12.3% vs. 22.1%) and more likely to observe an increase in HPV vaccination (9.1% vs. 6.2%), during the COVID-19 pandemic. Furthermore, those who provided recommendations often/always had 46% (odds ratio: 0.54; 95%CI: 0.30–0.96) lower odds of reporting a decrease in HPV vaccination acceptance during the COVID-19 pandemic. This study adds to prior evidence of the positive influence of provider recommendations on HPV vaccination acceptance despite the disruptive effect of the COVID-19 pandemic on cancer prevention services.
Keywords: HPV vaccination, COVID-19, healthcare provider, provider recommendation, vaccination acceptance
1. Introduction
Human papillomavirus (HPV) is a group of double-stranded DNA viruses attributable to several diseases and cancers [1,2]. HPV infections are common, with most persons at risk of having an HPV infection in their lifetime [1,3]. The risk of acquiring HPV infection also increases with the number of lifetime sexual partners [3]. In the U.S., there are over 42 million individuals with HPV infections, with about 13 million new infections yearly [4]. Whereas low-risk HPV is linked with anogenital warts, high-risk HPV types have been associated with six cancers, including cancers of the cervix, vulva, vagina, anus, penis, and throat [1,2,5]. Globally, about 650,000 cases of cancers are attributable to HPV annually [2,6]. In the U.S., about 45,000 HPV-associated cancers are reported annually, with HPV accounting for 80% of these cancers [7].
To control HPV infections and reduce HPV-associated diseases and cancers, HPV vaccination has proven to be safe and effective [8,9,10,11]. The first HPV vaccine was licensed in 2006 for use in females and in 2009 for use in males as a public health strategy to mitigate the rising trends in HPV infections and associated diseases [12]. The HPV vaccine is routinely recommended by the U.S. Centers for Diseases Control Advisory Committee for Immunization Practices (ACIP) for males and females aged 11–12 years [13]. The ACIP further recommends that HPV vaccines could be administered as early as nine years and up to age 26 years for everyone not adequately vaccinated [13]. However, in the US and Texas, HPV vaccination rates remain suboptimal and are behind global and national targets [14,15,16]. Since licensure, although the HPV vaccination rate in the U.S. increased, reaching 59% in 2020, it is still lower than the rates for other childhood vaccinations [14,17]. Similarly, in Texas, the second largest state in the US, the HPV vaccination rate (54%) ranks 40th in the nation [14].
The COVID-19 pandemic was accompanied by a disruption in access to care, clinic appointments, and the delivery of routine vaccines [18,19,20]. For example, in 2020, following the COVID-19 pandemic, women were less likely to receive preventive screening services for cervical cancer and sexually transmitted infections than the year before [21]. In addition, childhood vaccination rates decreased at the onset of the COVID-19 pandemic compared to the preceding two years [18]. Specifically, following the COVID-19 pandemic, there was a decline in the doses of HPV vaccines administered in the U.S. during the first quarter of 2020 compared to the same period in the preceding two years [22].
Moreover, HPV vaccine hesitancy by parents and patients had increased even before the onset of the pandemic, and this is a known barrier to HPV vaccination uptake [23,24,25,26]. Studies have found that healthcare provider (HCP) recommendation of vaccines is an effective strategy to increase vaccination acceptance and is associated with increased HPV vaccination initiation and completion rates [27,28]. However, the disruptions in clinical practice seen during the pandemic may have eroded past gains achieved from HCP recommendations of HPV vaccination before COVID-19 [17]. While it is known that HCP recommendation of HPV vaccination is crucial for uptake, there is limited data on the effect of provider HPV vaccination recommendation on changes in HPV vaccination acceptance rates within the context of the COVID-19 pandemic. Therefore, the objective of this study was to examine the association between HPV vaccination recommendations by HCPs and their observed changes in HPV vaccination acceptance during the COVID-19 pandemic using data from a population-based survey of frontline HCPs.
2. Methods
Study Setting, Population, and Data Collection
We conducted a cross-sectional study of HCPs practicing in Texas between January and April 2021, about a year into the COVID-19 pandemic. HCPs were defined as physicians (including pediatricians, family physicians, gynecologists, and internal medicine physicians), physician assistants, and nurse practitioners in Texas. Email addresses of HCPs were retrieved from the LexisNexis reference database under an annual license [29]. All Texas HCPs with email addresses available in the LexisNexis provider database were invited to complete an online survey developed by The University of Texas MD Anderson Cancer Center. Of the 1283 HCPs who completed the survey, 715 completed the question on HPV vaccination acceptance during the COVID-19 pandemic. There was no significant difference between respondents and non-respondents to the main survey question on observed changes in HPV vaccination acceptance during the COVID-19 pandemic with respect to the HCPs’ sex, race/ethnicity, provider type, and facility type. All participants provided informed consent to participate in the study. The study was approved by The University of Texas MD Anderson Cancer Center Institutional Review Board (IRB Number: 2019–1257). This study followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines [30].
3. Measures
3.1. Dependent Variable
Observed Changes in HPV Vaccination Acceptance
The dependent variable was the HCPs’ observed changes in HPV vaccination acceptance during the COVID-19 pandemic. In the survey, the HCPs responded to whether they observed changes in HPV vaccination acceptance during the COVID-19 pandemic. Possible responses provided were “Increased”, “Decreased”, “No-change”, or “Not Sure” (see Supplementary Material). Those who reported “Not Sure” (19%) were excluded from the study. The referent category was “No-Change”.
3.2. Independent Variable
HCP’s Recommendation of HPV Vaccination
The independent variable was an HCP’s recommendation of HPV vaccination. This was assessed based on the survey question, “For the unvaccinated, or incompletely vaccinated for HPV, do you recommend HPV vaccination?” Possible responses provided were “Never”, “Sometimes”, and “Often/Aways”. This was operationalized as a binary variable and recategorized as “Often/Always” versus “Never/Sometimes” (see Supplementary Material). The referent category was “Never/Sometimes”.
3.3. Covariates
The following covariates were included based on current literature and relevance to the study question: the HCPs’ age, sex, race/ethnicity, region of practice, number of years in practice, number of patients seen, provider type, and facility type. We created the variable region of practice from self-reported zip codes where the HCPs primarily work. We then linked the Federal Information Processing Standard (FIPS) Codes with the 2013 Rural-Urban Continuum Code (RUCC) developed by the U.S. Department of Agriculture [31]. RUCC codes ranging from one to nine were dichotomized, with one to three defined as urban and four to nine defined as rural.
4. Data Analysis
We described the distribution of the HCPs by strata of observed changes in HPV vaccination during the COVID-19 pandemic using frequency and proportion. We predetermined a priori covariates to include in our analyses based on the current literature and relevance to our study objective. Thus, we did not conduct any variable selection. Multivariable multinomial logistic regression analysis was used to assess the association between the recommendation of HPV vaccination and observed changes in HPV vaccination acceptance during the COVID-19 pandemic. Multinomial logistic regression models were adjusted for the HCPs’ age, sex, race/ethnicity, region of practice, number of years in practice, number of patients seen, provider type, and facility type. Statistical significance was set as a two-sided p < 0.05. All analyses were conducted in Stata/IC V.15.1.
5. Results
Of the 715 HCPs included in this study, 554 (77.5%) reported no change, 99 (13.9%) reported a decrease, and 62 (8.7%) reported an increase in HPV vaccination acceptance during the COVID-19 pandemic. A decrease in HPV vaccination acceptance during the COVID-19 pandemic was observed by 12.3% of the HCPs who often/always recommended HPV vaccination. In contrast, such a decrease was observed by 22.1% of the HCPs who never/sometimes recommended HPV vaccination. On the other hand, an increase in HPV vaccination acceptance during the COVID-19 pandemic was observed by 9.1% of HCPs who often/always recommend HPV vaccination. In comparison, such an increase was reported by 6.2% of the HCPs who never/sometimes recommend HPV vaccination. Furthermore, no change in HPV vaccination acceptance during the COVID-19 pandemic was observed in 78.6% of the HCPs who often/always recommend HPV vaccination, whereas no change in HPV vaccination acceptance was observed in 71.7% of the HCPs who never/sometimes recommend HPV vaccination (Table 1).
Table 1.
Characteristics | Change in HPV Vaccine Acceptance (n =715) | ||
---|---|---|---|
Decreased (n = 99) | Increased (n = 62) | No-Change (n = 554) | |
Recommendation, n (%) | |||
Never/sometimes | 25 (22.1) | 7 (6.2) | 81 (71.7) |
Often/always | 74 (12.3) | 55 (9.1) | 473 (78.6) |
Provider age, years, n (%) | |||
<35 | 10 (12.8) | 7 (9.0) | 61 (78.2) |
35–54 | 59 (13.4) | 42 (9.5) | 341 (77.2) |
≥55 | 30 (15.8) | 12 (6.3) | 148 (77.9) |
Sex, n (%) | |||
Female | 69 (12.8) | 46 (8.5) | 425 (78.7) |
Male | 29 (17.7) | 15 (9.2) | 120 (73.2) |
Region of practice, n (%) | |||
Rural | 6 (20.0) | 2 (6.7) | 22 (73.3) |
Urban | 93 (13.6) | 60 (8.8) | 531 (77.6) |
Race/ethnicity, n (%) | |||
Non-Hispanic White | 48 (13.3) | 29 (8.1) | 283 (78.6) |
Non-Hispanic Black | 10 (15.9) | 7 (11.1) | 46 (73.0) |
Hispanic | 19 (17.9) | 9 (8.5) | 78 (73.6) |
Non-Hispanic other | 18 (10.7) | 16 (9.5) | 135 (79.9) |
Provider type, n (%) | |||
Non-physician | 55 (16.8) | 26 (8.0) | 246 (75.2) |
Physician | 44 (11.3) | 36 (9.3) | 308 (79.4) |
Type of practice, n (%) | |||
University/teaching hospital | 23 (15.5) | 10 (6.8) | 115 (77.7) |
Solo practice | 14 (14.7) | 7 (7.4) | 74 (77.9) |
Group practice | 34 (11.9) | 25 (8.7) | 228 (79.4) |
FQHC/public facility | 15 (15.6) | 13 (13.5) | 68 (70.8) |
Other | 13 (14.6) | 7 (7.9) | 69 (77.5) |
Years in practice, n (%) | |||
≤10 years | 39 (15.5) | 24 (9.6) | 188 (74.9) |
11–20 years | 27 (10.9) | 20 (8.1) | 200 (81.0) |
>20 years | 33 (15.6) | 16 (7.6) | 163 (76.9) |
No. of patients seen (per week), n (%) | |||
≤50 | 34 (14.1) | 20 (8.3) | 188 (77.7) |
51–100 | 45 (12.8) | 28 (7.9) | 280 (79.3) |
>100 | 18 (16.7) | 13 (12.0) | 77 (71.3) |
Following multivariable multinomial regression analysis (Table 2), we found that compared to the HCPs who never/sometimes recommend HPV vaccination, those who provided recommendations often/always had lower odds of reporting a decrease in HPV vaccination acceptance during the COVID-19 pandemic relative to reporting no change (adjusted odds ratio (AOR): 0.54; 95% CI: 0.30–0.96). In addition, compared to the HCPs who never/sometimes recommend HPV vaccination, those who provided recommendations often/always had higher odds of reporting an increase in HPV vaccination acceptance during the COVID-19 pandemic relative to reporting no change while adjusting for other covariates (AOR: 1.24; 95% CI: 0.52–2.96). However, the latter association did not reach statistical significance (Table 2).
Table 2.
Characteristics | Decreased Versus No-Change | Increased Versus No-Change | ||
---|---|---|---|---|
aOR | 95% CI | aOR | 95% CI | |
Recommendation | ||||
Never/sometimes | Ref | Ref | Ref | Ref |
Often/always | 0.54 | 0.30–0.96 | 1.24 | 0.52–2.96 |
Provider age, years | ||||
<35 | Ref | Ref | Ref | Ref |
35–54 | 1.27 | 0.57–2.84 | 1.04 | 0.40–2.68 |
≥55 | 1.58 | 0.56–4.49 | 0.63 | 0.17–2.31 |
Sex | ||||
Female | Ref | Ref | Ref | Ref |
Male | 1.48 | 0.86–2.53 | 1.17 | 0.61–2.26 |
Region of practice | ||||
Rural | Ref | Ref | Ref | Ref |
Urban | 0.59 | 0.22–1.58 | 1.27 | 0.28–5.71 |
Race/ethnicity | ||||
Non-Hispanic White | Ref | Ref | Ref | Ref |
Non-Hispanic Black | 1.36 | 0.62–2.98 | 1.20 | 0.46–3.15 |
Hispanic | 1.35 | 0.73–2.52 | 0.99 | 0.44–2.22 |
Non-Hispanic other | 0.90 | 0.49–1.65 | 0.95 | 0.48–1.88 |
Provider type | ||||
Non-physician | Ref | Ref | Ref | Ref |
Physician | 0.65 | 0.40–1.06 | 1.11 | 0.62–2.00 |
Type of practice | ||||
University/teaching hospital | Ref | Ref | Ref | Ref |
Solo practice | 0.83 | 0.38–1.80 | 1.23 | 0.42–3.57 |
Group practice | 0.67 | 0.35–1.26 | 1.31 | 0.57–3.02 |
FQHC/public facility | 1.01 | 0.47–2.16 | 2.24 | 0.86–5.86 |
Other | 0.87 | 0.39–1.95 | 1.38 | 0.48–3.94 |
Years in practice | ||||
≤10 years | Ref | Ref | Ref | Ref |
11–20 years | 0.60 | 0.33–1.10 | 0.82 | 0.41–1.68 |
>20 years | 0.78 | 0.35–1.71 | 1.05 | 0.41–2.70 |
No. of patients seen (per week) | ||||
≤50 | Ref | Ref | Ref | Ref |
51–100 | 1.05 | 0.63–1.76 | 0.87 | 0.46–1.65 |
>100 | 1.27 | 0.61–2.66 | 1.65 | 0.72–3.75 |
aOR = adjusted odds ratio; multivariable multinomial logistic regression analysis was adjusted for the HCP’s age, sex, race/ethnicity, region of practice, provider type, type of practice, years in practice, and number of patients seen. CI = confidence interval; Ref = reference; FQHC = Federally Qualified Health Center.
6. Discussion
In this study, HCP recommendation of HPV vaccination was associated with lower odds of HCPs observing declines in acceptance of HPV vaccination during the COVD-19 pandemic. Findings from this study add to significant evidence of the positive influence of HCP recommendations on HPV vaccination acceptance and uptake [27,28]. Before the pandemic, several studies have shown that HCP recommendation of HPV vaccination is positively associated with increased vaccination rates [27,28,32]. For example, a systematic review and meta-analysis of studies published between 2006 and 2009 found that HCP recommendation of HPV vaccination was associated with increased HPV vaccination initiation, completion, and follow-through [27]. Our finding, however, further points to the importance of provider recommendations on acceptance of HPV vaccination despite the COVID-19 pandemic.
Importantly, this study is unique in that it documents this association from the vantage point of frontline HCPs during a pandemic. HCPs play an essential role in patients’ safe health decisions regarding vaccination since patients tend to value the opinion of their HCPs [33]. Gilkey et al. found an 11-fold increase in the decision to receive HPV vaccination if it was offered by an HCP [34]. However, the COVID-19 pandemic disrupted access to routine healthcare services such as office visits to primary care providers and clinic appointments to administer vaccines. From an HPV vaccination standpoint, there was concern that this disruption in access to HCPs may lead to declines in physician recommendations and negatively impact HPV vaccination acceptance and uptake rates during the COVID-19 pandemic. However, the findings of this study suggest that the strong relationship between HCP recommendations and HPV vaccination held true despite the disruptive qualities of the pandemic.
Amidst HPV vaccine hesitancy before the pandemic and the vaccine misinformation that heralded the COVID-19 pandemic, our study shows that provider recommendation is crucial for accepting HPV vaccination [24,35,36,37]. HCPs should continue recommending HPV vaccination at every clinical opportunity to increase HPV vaccination rates. Additionally, the perceived severity and increased threat following the COVID-19 pandemic may have increased patients’ perceived desirability and benefits from COVID-19 vaccines and other routine vaccines, including the HPV vaccine [38,39,40]. This perceived threat and desirability to adopt protective health behavior that accompanied the pandemic may have motivated patients to accept HPV vaccination when recommended by their providers.
This study has some limitations. This is a cross-sectional study; as such, we are unable to infer causality. Furthermore, the study is prone to potential information bias, given that HPV vaccination acceptance was based on the HCP’s recall of observed changes in HPV vaccination acceptance during the pandemic. However, the study used statewide representative data collected at the height of the COVID-19 pandemic from frontline HCPs, increasing the generalizability of the results. Thus, this study provides valuable insights into changes in HPV vaccination acceptance during the COVID-19 pandemic to support the implementation of interventions that aim at increasing the recommendation and uptake of HPV vaccination during and after the pandemic.
In conclusion, the HCPs who recommended HPV vaccination were less likely to observe a decrease in HPV vaccination acceptance during the COVID-19 pandemic. Hence, HCPs should continue recommending HPV vaccination to their patients at every clinical encounter during and after the pandemic to increase HPV vaccination acceptance and uptake.
Acknowledgments
We would like to thank healthcare professionals for participating in the study.
Supplementary Materials
The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/vaccines10091515/s1, Figure S1: Survey questions for dependent and independent variables.
Author Contributions
Conceptualization and design of the study, I.O., O.G.C.-A. and S.S.; formal analysis, I.O.; writing—original draft, I.O.; writing—review and editing, O.G.C.-A. and S.S.; interpreted study data, I.O., O.G.C.-A. and S.S.; funding acquisition, S.S.; supervision, S.S. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
The study was approved by the University of Texas MD Anderson Cancer Center Institutional Review Board (protocol number 2019-1257).
Informed Consent Statement
Informed consent was obtained from all study participants.
Data Availability Statement
The data related to this manuscript can be obtained, on a reasonable request, from the corresponding author.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
The study was funded by the National Cancer Institute (P30CA016672 to S. Shete), the Betty B. Marcus Chair in Cancer Prevention (to S. Shete), the Duncan Family Institute for Cancer Prevention and Risk Assessment (S. Shete), and the Cancer Prevention Research Institute of Texas (grant RP170259 to S. Shete).
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Meites E., Gee J., Unger E., Unger E., Markowitz L. Human papillomavirus. In: Hamborsky J., editor. Epidemiology and Prevention of Vaccine-Preventable Diseases. 13th ed. CDC; Atlanta, GA, USA: 2015. [(accessed on 15 June 2022)]. pp. 175–186. Available online: https://www.cdc.gov/vaccines/pubs/pinkbook/hpv.html#hpv. [Google Scholar]
- 2.De Martel C., Georges D., Bray F., Ferlay J., Clifford G.M. Global burden of cancer attributable to infections in 2018: A worldwide incidence analysis. Lancet Glob. Health. 2020;8:e180–e190. doi: 10.1016/S2214-109X(19)30488-7. [DOI] [PubMed] [Google Scholar]
- 3.Chesson H., Dunne E., Hariri S., Markowitz L. The estimated lifetime probability of acquiring human papillomavirus in the United States. Sex. Transm. Dis. 2014;41:660–664. doi: 10.1097/OLQ.0000000000000193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Centers for Disease Control and Prevention Human papillomavirus: HPV Infection. [(accessed on 29 August 2022)]; Available online: https://www.cdc.gov/hpv/parents/about-hpv.html.updated2021.
- 5.Lei J., Ploner A., Elfström K.M., Wang J., Roth A., Fang F., Sundström K., Dillner J., Sparén P. HPV vaccination and the risk of invasive cervical cancer. N. Engl. J. Med. 2020;383:1340–1348. doi: 10.1056/NEJMoa1917338. [DOI] [PubMed] [Google Scholar]
- 6.De Martel C., Plummer M., Vignat J., Franceschi S. Worldwide burden of cancer attributable to HPV by site, country and HPV type. Int. J. Cancer. 2017;141:664–670. doi: 10.1002/ijc.30716. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Senkomago V., Henley S.J., Thomas C.C., Mix J.M., Markowitz L.E., Saraiya M. Human papillomavirus-attributable cancers—United States, 2012–2016. MMWR. Morb. Mortal. Wkly. Rep. 2019;68:724–728. doi: 10.15585/mmwr.mm6833a3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Joura E.A., Giuliano A.R., Iversen O.-E., Bouchard C., Mao C., Mehlsen J., Moreira E.D., Ngan Y., Petersen L.K., Lazcano-Ponce E., et al. A 9-valent HPV vaccine against infection and intraepithelial neoplasia in women. N. Engl. J. Med. 2015;372:711–723. doi: 10.1056/NEJMoa1405044. [DOI] [PubMed] [Google Scholar]
- 9.Giuliano A.R., Palefsky J.M., Goldstone S., Moreira E.D., Penny M.E., Aranda C., Vardas E., Moi H., Jessen H., Hillman R., et al. Efficacy of quadrivalent HPV vaccine against HPV infection and disease in males. N. Engl. J. Med. 2011;364:401–411. doi: 10.1056/NEJMoa0909537. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Slade B.A., Leidel L., Vellozzi C., Woo E.J., Hua W., Sutherland A., Izurieta H.S., Ball R., Miller N., Braun M.M., et al. Postlicensure safety surveillance for quadrivalent human papillomavirus recombinant vaccine. JAMA J. Am. Med. Assoc. 2009;302:750–757. doi: 10.1001/jama.2009.1201. [DOI] [PubMed] [Google Scholar]
- 11.World Health Organization Human papillomavirus vaccines. Position paper. [(accessed on 15 June 2022)];Wkly Epidemiol. Rec. 2009 84:118–131. Available online: https://apps.who.int/iris/bitstream/handle/10665/241310/WER8415_118-131.PDF. [PubMed] [Google Scholar]
- 12.Markowitz E.L., Dunne E.F., Saraiya M., Chesson H.W., Curtis C.R., Gee J., A Bocchini J., Unger E.R. Human papillomavirus vaccination: Recommendations of the advisory committee on immunization practices (ACIP) [(accessed on 15 June 2022)];MMWR. Recomm. Rep. 2014 63:1–30. Available online: https://www.cdc.gov/mmwr/preview/mmwrhtml/rr6305a1.htm. [PubMed] [Google Scholar]
- 13.Meites E., Szilagyi P.G., Chesson H.W., Unger E.R., Romero J.R., Markowitz L.E. Human papillomavirus vaccination for adults: Updated recommendations of the advisory committee on immunization practices. MMWR. Morb. Mortal. Wkly. Rep. 2019;68:698–702. doi: 10.15585/mmwr.mm6832a3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Pingali C., Yankey D., Elam-Evans L.D., Markowitz L.E., Williams C.L., Fredua B., McNamara L.A., Stokley S., Singleton J.A. National, regional, state, and selected local area vaccination coverage among adolescents aged 13–17 years—United States, 2020. Morb. Mortal. Wkly. Rep. 2021;70:1183–1190. doi: 10.15585/mmwr.mm7035a1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.World Health Organization Accelerating the Elimination of Cervical Cancer as a Global Public Health Problem. Executive Board, 146th Session, Provisional Agenda Item 9 (EB146/9) [(accessed on 29 August 2022)]; Available online: https://apps.who.int/gb/ebwha/pdf_files/EB146/B146_9-en.pdf.
- 16.U.S. Department of Health and Human Services Office of Disease Prevention and Health Promotion. HPV Immunization. Healthy People 2030. [(accessed on 29 August 2022)]; Available online: https://health.gov/healthypeople/search?query=HPV+immunization.
- 17.Chido-Amajuoyi O.G., Talluri R., Wonodi C., Shete S. Trends in HPV vaccination initiation and completion within ages 9–12 years: 2008–2018. Pediatrics. 2021;147:e2020012765. doi: 10.1542/peds.2020-012765. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Whaley C.M., Pera M.F., Cantor J., Chang J., Velasco J., Hagg H.K., Sood N., Bravata D.M. Changes in health services use among commercially insured US populations during the COVID-19 pandemic. JAMA Netw. Open. 2020;3:e2024984. doi: 10.1001/jamanetworkopen.2020.24984. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Laing S., Johnston S. Estimated impact of COVID-19 on preventive care service delivery: An observational cohort study. BMC Health Serv. Res. 2021;21:1107. doi: 10.1186/s12913-021-07131-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Moynihan R., Sanders S., Michaleff Z.A., Scott A.M., Clark J., To E.J., Jones M., Kitchener E., Fox M., Johansson M., et al. Impact of COVID-19 pandemic on utilisation of healthcare services: A systematic review. BMJ Open. 2021;11:e045343. doi: 10.1136/bmjopen-2020-045343. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Becker N.V., Moniz M.H., Tipirneni R., Dalton V.K., Ayanian J.Z. Utilization of women’s preventive health services during the COVID-19 pandemic. JAMA Health Forum. 2021;2:e211408. doi: 10.1001/jamahealthforum.2021.1408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Murthy B.P., Zell E., Kirtland K., Jones-Jack N., Harris L., Sprague C., Schultz J., Le Q., Bramer C.A., Kuramoto S., et al. Impact of the COVID-19 pandemic on administration of selected routine childhood and adolescent vaccinations—10 U.S. jurisdictions, March–September 2020. MMWR Morb. Mortal. Wkly. Rep. 2021;70:840–845. doi: 10.15585/mmwr.mm7023a2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Sonawane K., Zhu Y., Lin Y.-Y., Damgacioglu H., Lin Y., Montealegre J.R., Deshmukh A.A. HPV vaccine recommendations and parental intent. Pediatrics. 2021;147:e2020026286. doi: 10.1542/peds.2020-026286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Nguyen K.H., Santibanez T.A., Stokley S., Lindley M.C., Fisher A., Kim D., Greby S., Srivastav A., Singleton J. Parental vaccine hesitancy and its association with adolescent HPV vaccination. Vaccine. 2021;39:2416–2423. doi: 10.1016/j.vaccine.2021.03.048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Chido-Amajuoyi O.G., Talluri R., Shete S.S., Shete S. Safety concerns or adverse effects as the main reason for human papillomavirus vaccine refusal: National immunization Survey–Teen, 2008 to 2019. JAMA Ped. 2021;175:1074–1076. doi: 10.1001/jamapediatrics.2021.1585. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Chido-Amajuoyi O.G., Talluri R., Jackson I., Shete S., Fokom-Domgue J., Shete S. The influence of parent-child gender on intentions to refuse HPV vaccination due to safety concerns/side effects, national immunization survey—teen, 2010–2019. Hum. Vaccines Immunother. 2022 doi: 10.1080/21645515.2022.2086762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Oh N.L., Biddell C.B., Rhodes B.E., Brewer N.T. Provider communication and HPV vaccine uptake: A meta-analysis and systematic review. Prev. Med. 2021;148:106554. doi: 10.1016/j.ypmed.2021.106554. [DOI] [PubMed] [Google Scholar]
- 28.Gilkey M.B., Calo W.A., Moss J.L., Shah P.D., Marciniak M.W., Brewer N.T. Provider communication and HPV vaccination: The impact of recommendation quality. Vaccine. 2016;34:1187–1192. doi: 10.1016/j.vaccine.2016.01.023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.LexisNexis Master Provider Referential Database. [(accessed on 10 March 2022)]. Available online: https://risk.lexisnexis.com/
- 30.Von Elm E., Altman D.G., Egger M., Pocock S.J., Gøtzsche P.C., Vandenbroucke J.P. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: Guidelines for reporting observational studies. PLoS Med. 2007;370:1453–1457. doi: 10.1097/EDE.0b013e3181577654. [DOI] [PubMed] [Google Scholar]
- 31.U.S. Department of Agriculture Rural-Urban Continuum Codes. [(accessed on 29 August 2022)]; Available online: https://www.ers.usda.gov/data-products/rural-urban-continuum-codes.aspx.
- 32.Wilson A.R., Hashibe M., Bodson J., Gren L.H., Taylor B.A., Greenwood J., Jackson B.R., She R., Egger M.J., Kepka D. Factors related to HPV vaccine uptake and 3-dose completion among women in a low vaccination region of the USA: An observational study. BMC Women’s Health. 2016;16:41. doi: 10.1186/s12905-016-0323-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Hwang J. Health information sources and the influenza vaccination: The mediating roles of perceived vaccine efficacy and safety. J. Health Commun. 2020;25:727–735. doi: 10.1080/10810730.2020.1840675. [DOI] [PubMed] [Google Scholar]
- 34.Barnard M., George P., Perryman M.L., Wolff L.A. Human papillomavirus (HPV) vaccine knowledge, attitudes, and uptake in college students: Implications from the precaution adoption process model. PLoS ONE. 2017;12:e0182266. doi: 10.1371/journal.pone.0182266. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Loomba S., de Figueiredo A., Piatek S.J., de Graaf K., Larson H.J. Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA. Nat. Hum. Behav. 2021;5:337–348. doi: 10.1038/s41562-021-01056-1. [DOI] [PubMed] [Google Scholar]
- 36.A Gisondi M., Barber R., Faust J.S., Raja A., Strehlow M.C., Westafer L.M., Gottlieb M. A deadly infodemic: Social media and the power of COVID-19 misinformation. J. Med. Internet Res. 2022;24:e35552. doi: 10.2196/35552. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Shams A.B., Apu E.H., Rahman A., Raihan S., Siddika N., Preo R., Hussein M., Mostari S., Kabir R. Web search engine misinformation notifier extension (SEMiNExt): A machine learning based approach during COVID-19 pandemic. Healthcare. 2021;9:156. doi: 10.3390/healthcare9020156. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Rosenstock I.M. The health belief model and preventive health behavior. Health Educ. Monogr. 1974;2:354–386. doi: 10.1177/109019817400200405. [DOI] [Google Scholar]
- 39.Shmueli L. Predicting intention to receive COVID-19 vaccine among the general population using the health belief model and the theory of planned behavior model. BMC Public Health. 2021;21:804. doi: 10.1186/s12889-021-10816-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Sturm L., Kasting M.L., Head K.J., Hartsock J.A., Zimet G.D. Influenza vaccination in the time of COVID-19: A national U.S. survey of adults. Vaccine. 2021;39:1921–1928. doi: 10.1016/j.vaccine.2021.03.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
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Data Availability Statement
The data related to this manuscript can be obtained, on a reasonable request, from the corresponding author.