ABSTRACT
Estimates of medical care costs for cervical and other cancers associated with human papillomavirus (HPV) are higher in studies published in recent years than in studies published before 2012. The purpose of this report is (1) to review and summarize the recent cancer cost estimates and (2) to illustrate how the estimated cost-effectiveness of HPV vaccination might change when these recent cost estimates are applied. Our literature search yielded 6 studies that provided updated medical care cost estimates for 5 HPV-associated cancers. We found that applying the current cancer cost estimates had a notable impact on the estimated medical costs averted by HPV vaccination over an extended time frame (100 years), and a moderate impact on the estimated cost per quality-adjusted life year (QALY) gained by HPV vaccination. For example, for catch-up vaccination of teenagers and young adults, applying the more recent cancer costs reduced the estimated cost per QALY gained by about $12,400. The cost studies we identified in our literature review are up-to-date and based on reliable data sources from United States settings, and can inform future studies of HPV vaccination cost-effectiveness in the United States. However, careful consideration is warranted to determine the most appropriate cost values to apply.
KEYWORDS: Cost-effectiveness, human papillomavirus, HPV vaccine, healthcare costs, anal cancer, cervical cancer, oropharyngeal cancer, vaginal cancer, vulvar cancer
Introduction
Estimates of the medical care costs for cervical and other cancers associated with human papillomavirus (HPV) are vital to inform studies of the cost-effectiveness of HPV vaccination strategies in the United States.1-11 Since 2012, several studies have suggested that cancer treatment costs may be higher than previously estimated, owing in part to newer, more resource-intensive treatments.12-15 These recent cost estimates are notably higher than the cost estimates that have been used in U.S.-based HPV vaccine cost-effectiveness studies.1-5, 7-11
The purpose of this report is (1) to review and summarize the recent cancer cost estimates and (2) to illustrate how the estimated cost-effectiveness of HPV vaccination might change when these cost estimates are applied.
Results
Literature search
We found 260 studies common to all three searches that we performed, published since 2012 or later (Figure 1). Of these, we excluded 235 studies based on title and abstract review: 163 studies that were not set in the United States; 34 studies that focused on the cost-effectiveness of specific treatment strategies (for example, we excluded a study16 that focused on the cost-effectiveness of adding paclitaxel or topotecan to cisplatin for the treatment of advanced cervical cancer, because it did not estimate the average medical care cost per case of cervical cancer); 23 studies that focused on the cost or cost-effectiveness of HPV vaccination or cancer screening (for example, we excluded a study17 that focused on the cost of providing cervical and breast cancer screening, because it did not estimate the average medical cost per case of cervical cancer); and 15 studies that did not present an original estimate of the average medical cost per case for an HPV-associated cancer.
Figure 1.

Flow diagram illustrating the identification of studies providing updated medical care cost estimates for HPV-associated cancers in the United States.
Of the 25 studies selected for full-text review, 8 were excluded because they did not provide lifetime or multi-year cost estimates, 7 were excluded because they did not provide average medical costs per case for an HPV-associated cancer, and 4 did not provide original cost estimates. The literature search yielded 6 studies that provided updated medical cost estimates for 5 HPV-associated cancers (Table 1).12-15,18,19 These 6 studies suggest a notably higher cost for cancer treatment than the previous studies, particularly for oropharyngeal and vaginal cancer. Our review did not find any studies that provided an average cost per case estimate for penile cancer.
Table 1.
Medical care costs for HPV-associated cancers in the United States: Estimates from recent studies (2012 to 2018), compared to previous studies (before 2012) commonly cited in cost-effectiveness analyses of HPV vaccination.
| Recent cost studies (2012 to 2018) |
Previous cost studies (before 2012) |
|||||
|---|---|---|---|---|---|---|
| Type of HPV-associated cancer | Study author (year of publication) | Data source* | Medical care cost estimate | Study author (year of publication) | Data source** | Medical care cost estimate (range) |
| Anal | Deshmukh (2018)12 | SEER-Medicare data | $52,700 | Hu and Goldie (2008)34 | Ontario (Canada) health insurance data; colorectal cancer costs | $38,200 ($18,500 to $74,200) |
| Anal | Wu (2018)18 | U.S. national health care claims | $133,300 | |||
| Cervical | Lairson (2017)14 | Texas health care claims | $82,100 | Kim and Goldie (2008);1 Insinga (2008)35 | National health care claims; Large U.S. health plan | $43,400 ($34,300 to $58,800) |
| Oropharyngeal | Lairson (2017)13 | Texas health care claims | $146,100 | Hu and Goldie (2008)34 | SEER-Medicare data | $45,600 ($21,200 to $64,700) |
| Oropharyngeal | Sher (2016)19 | Medicare payment schedules | $65,000*** | |||
| Vaginal | Fu (2018)15 | U.S. national health care claims | $144,400 | Hu and Goldie (2008)34 | Michigan private payer reimbursement rates | $28,600 ($21,500 to $36,100) |
| Vulvar | Fu (2018)15 | U.S. national health care claims | $59,400 | Hu and Goldie (2008)34 | Medicare fee schedule, HCUP | $24,900 ($16,400 to $33,500) |
Cost estimates have been updated to 2018 U.S. dollars using the health care component of the price index for personal consumption expenditures.
SEER: Surveillance, Epidemiology, and End Results. HCUP: Healthcare Cost and Utilization Project
*Data sources, recent cost studies:
Deshmukh (2018) used the SEER program cancer registries, covering about 28% of the US population. About 93% of persons aged 65 years and older in the SEER files are matched to Medicare files. Only fee-for-services care claims are included in the SEER-Medicare data (e.g., claims from health maintenance enrollees are not included). Wu (2018) used a large commercial claims database (MarketScan). Both Lairson studies (cervical cancer, oropharyngeal cancer) used MarketScan data (92% of patients were commercially insured, 8% were in Medicare Supplement plans), and focused on patients living in Texas diagnosed with cancer. Sher (2016) used 2015 Chicago-area Medicare payment schedules. Fu (2018) used MarketScan claims data on privately insured Americans, and the database included over 90 million insured over the 2011–2014 study period. The literature search yielded no studies of the medical care cost per case for penile cancer.
**Data sources, previous cost studies:
The Hu and Goldie (2008) cost estimates were calculated as follows: the anal cancer cost estimate was based on a cost study of rectal cancer in Canada41 and was consistent with a previous study42 that approximated anal cancer costs using colon cancer cost estimates43 derived from data from a health maintenance organization in Washington State. The oropharyngeal cancer cost estimate was obtained from a previous study44 that used SEER-Medicare data. The vaginal cancer cost estimate was calculated using data from a cost-effectiveness analysis of a vaginal cancer screening,45 which provided cost estimates for therapeutic procedures for vaginal cancer based on third party private payer reimbursement rates in Michigan. The vulvar cancer cost estimate was calculated based on the medical procedures required for treatment of vulvar cancer, and costs for these procedures were based on the 2004 Medicare Fee Schedule for physician fees and Healthcare Cost and Utilization (HCUP) data for hospitalization-related costs. The cervical cancer cost estimate was obtained from Chesson (2012),33 which combined two estimates from two previous studies: Insinga (2008), which used data from a large U.S. health plan and Kim and Goldie (2008), which used cervical cancer cost estimates from a previous study46 based in part on MarketScan data.
***The Sher (2016) estimate for oropharyngeal cancer of $65,000 is for treatment with transoral robotic surgery; a cost of $52,400 was reported for treatment with primary chemoradiation therapy.
The recently published (2012 to 2018) cost studies reflect 2-year medical care costs per case, except the Deshmukh (2018) anal cancer cost estimate which reflects a lifetime cost per case estimate and the Sher (2016) cost estimate which reflects a 10-year time horizon. The estimates from the pre-2012 cost studies all reflect lifetime cost per case estimates.
The Hu and Goldie (2008) oropharyngeal cost estimate reflects costs for mouth and oropharyngeal cancers.
See manuscript text for selected examples of published cost-effectiveness studies that cite the pre-2012 cost estimates.
Cost-effectiveness analyses
Table 2 shows the estimated vaccination costs, number of quality-adjusted life years (QALYs) gained, medical costs averted, and cost-effectiveness estimates for two medical care cost scenarios for each HPV vaccination strategy: when applying the cancer cost estimates from 2012 to 2018 and when applying the cancer cost estimates from before 2012. Routine vaccination of adolescents (compared to no vaccination) was estimated to avert $5.1 billion in HPV-associated cancer costs and cost $4,500 per QALY gained when using the pre-2012 cancer cost estimates and to avert $13.1 billion in HPV-associated cancer costs and to be cost-saving (< $0 per QALY) when using the more recent cancer cost estimates. Adding catch-up vaccination through age 26 years to the adolescent vaccination program was estimated to avert an additional $3.8 billion in cancer costs and to cost $53,500 per QALY gained when using the pre-2012 cancer cost estimates, and to avert an additional $9.8 billion in cancer costs and to cost $41,100 per QALY gained when using the more recent cancer cost estimates.
Table 2.
Estimated vaccination costs, number of quality-adjusted life years (QALYs) gained, medical costs averted, and cost-effectiveness estimates for two HPV vaccination strategies in the United States, over a 100-year time horizon.
| Item estimated | Routine vaccination of 12-year-olds |
Routine vaccination of 12-year-olds plus catch-up through age 26 years |
||
|---|---|---|---|---|
| Using previous (before 2012) cancer cost estimates | Using more recent (2012 to 2018) cancer cost estimates |
Using previous (before 2012) cancer cost estimates | Using more recent (2012 to 2018) cancer cost estimates |
|
| Vaccination costs ($ billions) | 14.6 | 14.6 | 48.6 | 48.6 |
| Number of QALYs gained (thousands) | 674 | 674 | 1,160 | 1,160 |
| Non-cancer costs averted ($ billions) | 6.5 | 6.5 | 10.7 | 10.7 |
| Cancer costs averted ($ billions) | 5.1 | 13.1 | 8.9 | 22.9 |
| Net cost ($ billions) | 3.0 | −5.0 | 29.0 | 15.0 |
| Incremental number of QALYs gained (thousands)* | 674 | 674 | 486 | 486 |
| Incremental cost ($ billions)* | 3.0 | −5.0 | 26.0 | 20.0 |
| Incremental cost per QALY gained ($)* | 4,500 | < 0 (cost-saving) | 53,500 | 41,100 |
*Incremental results for vaccination of 12-year-olds were calculated compared to no vaccination. Incremental results for vaccination of 12-year-olds plus catch-up through age 26 years were calculated as compared to vaccination of 12-year-olds.
Costs are in 2018 U.S. dollars. Vaccination strategies include all genders (including males and females). Non-cancer costs averted reflect averted costs for genital warts, cervical intraepithelial neoplasia, and recurrent respiratory papillomatosis. Net cost reflects vaccination costs minus averted cancer costs and averted non-cancer costs. The previous (lower) cancer cost estimates and the more recent (higher) cancer cost estimates are shown in Table 1. In order to illustrate the greatest potential impact of the more recent cancer cost estimates on the estimated cost-effectiveness of HPV vaccination, for anal cancer in the more recent (higher) cost scenario, we applied the $133,300 cost estimate by Wu (2018)18 rather than the $52,700 estimate by Deshmukh (2018).12 Similarly, for oropharyngeal cancer, we applied the $146,100 cost estimate by Lairson (2017)13 rather than the $65,000 estimate by Sher (2016).19
Table 3 shows the results of the sensitivity analysis, in which selected model parameters were varied. In all scenarios examined, routine vaccination of 12-year-olds was found to be cost-saving when applying the more recent (2012 to 2018) cancer cost estimates. The cost per QALY gained by catch-up vaccination ranged from $29,100 to $68,800 when applying the previous (pre-2012) cancer cost estimates and from $22,300 to $56,200 when applying the more recent (2012 to 2018) cancer cost estimates. The decrease in the estimated cost per QALY gained when applying the more recent (2012 to 2018) cancer cost estimates, compared to when applying the previous (pre-2012) costs, ranged from $6,800 to $15,800 in absolute terms and from 18% to 30% in relative terms.
Table 3.
Sensitivity analysis: Estimated cost per quality-adjusted life year ($ per QALY) gained when applying cancer cost estimates from recent studies (2012 to 2018) and from older studies (before 2012), when other model parameters are varied.
| Routine vaccination of 12-year-olds |
Routine vaccination of 12-year-olds plus catch-up through age 26 years |
|||
|---|---|---|---|---|
| Parameter(s) varied in sensitivity analysis, in addition to varying cancer medical care cost assumptions | Using previous (lower) cancer cost estimates | Using more recent (higher) cancer cost estimates |
Using previous (lower) cancer cost estimates |
Using more recent (higher) cancer cost estimates |
| Base case (no parameters varied other than cancer costs) | 4,500 | < 0 (cost-saving) | 53,500 | 41,100 |
| Lower vaccination cost per series | 900 | < 0 (cost-saving) | 41,800 | 29,400 |
| Higher vaccination cost per series | 8,100 | < 0 (cost-saving) | 65,000 | 52,600 |
| Lower number of QALYs lost per health outcome | 5,700 | < 0 (cost-saving) | 68,000 | 52,200 |
| Higher number of QALYs lost per health outcome | 2,400 | < 0 (cost-saving) | 29,100 | 22,300 |
| Lower incidence of HPV-associated health outcomes | 9,500 | < 0 (cost-saving) | 62,000 | 49,200 |
| Higher incidence of HPV-associated health outcomes | < 0 (cost-saving) | < 0 (cost-saving) | 43,200 | 31,400 |
| Lower percentage of health outcomes attributable to HPV | 10,400 | < 0 (cost-saving) | 68,800 | 56,200 |
| Higher percentage of health outcomes attributable to HPV | < 0 (cost-saving) | < 0 (cost-saving) | 40,900 | 28,500 |
Costs are in 2018 U.S. dollars. The estimated cost per QALY for vaccination of 12-year-olds was calculated compared to no vaccination. The estimated cost per QALY for vaccination of 12-year-olds plus catch-up through age 26 years was calculated compared to vaccination of 12-year-olds. See Tables 1 and 2 for additional information regarding the cancer costs applied in these analyses.
Discussion
Current estimates of the medical care costs of HPV-associated cancer are notably higher than pre-2012 estimates commonly used in many U.S. studies of HPV vaccine cost-effectiveness. Researchers who generated the more recent cost estimates have noted potential reasons for these differences, including technologic or other changes in the standard of care over time.13,15 For example, the increase in the estimated cost per case of oropharyngeal cancer is likely due primarily to increased use of intensity-modulated radiotherapy (IMRT), an advanced type of radiation therapy.13 The rise in estimated costs for oropharyngeal cancer, and the higher costs associated with IMRT, are supported by cost studies of head and neck cancers in general.20,21
We found that applying the current cancer cost estimates had a notable impact on the estimated medical costs averted by HPV vaccination over an extended time frame (100 years), and a moderate impact on the estimated cost per QALY gained by HPV vaccination. Adolescent vaccination was estimated to be cost-saving when applying current cancer medical cost estimates but not when applying the pre-2012 cancer cost estimates. The cost-effectiveness of adolescent HPV vaccination generally appears more favorable in more recent studies than in studies from a decade or more ago; this trend is not only because of higher cancer cost estimates but also because of the additional protection provided by 9-valent HPV vaccine and because of adoption of 2-dose vaccine schedules for adolescents initiating vaccination at ages 9 through 14 years.22-24 For catch-up vaccination of teenagers and young adults, applying the more recent cancer costs reduced the estimated cost per QALY gained by about $12,400. These findings are consistent with other modeling studies indicating the cost-effectiveness estimates for HPV vaccination are not particularly sensitive to reasonable variations in the assumptions regarding the medical costs per HPV-associated health outcome.25 Still, it is important that cost-effectiveness analyses of HPV vaccination strategies in the United States incorporate the most accurate, up-to-date medical cost estimates available.26
Our study has several important limitations. First, our review follows some but not all of the established recommendations for systematic literature reviews.27 For example, we used only one literature database (PubMed), and we did not assess risk of bias in the individual studies in our review. However, limited or rapid reviews such as ours allow for a practical assessment of existing cost studies for use in cost-effectiveness analyses to inform timely decision-making in public health.26,28 Second, although we performed one-way sensitivity analyses to illustrate how changes in selected model assumptions affected our results, these sensitivity analyses were less comprehensive than is typically recommended for cost-effectiveness studies.29,30 The reason for this and other departures from standard cost-effectiveness methodology is that our analysis was not intended as a cost-effectiveness analysis of HPV vaccination, but rather as an illustration of the magnitude of the effect of incorporating the recent cancer cost estimates on the estimated cost per QALY gained by HPV vaccination. Third, we focused on studies providing estimates of the lifetime cost or the multi-year cost per case of cancer. Many of the recent cost estimates reflect medical care costs per case for only the first two years13-15,18 after a cancer diagnosis, which nonetheless can be a useful approximation for lifetime costs. Although lifetime cost estimates are suitable for many models of HPV vaccine cost-effectiveness such as the one we applied, monthly cost estimates or annual cost estimates might be more applicable for some other HPV models. Finally, we reviewed estimates of the medical care cost of HPV-associated cancers, without regard to who pays these costs. Out-of-pocket costs and other expenses can impose substantial financial strain on affected individuals and their families, and evidence suggests that head and neck cancers can be especially burdensome in this regard.31
Given that the cost studies we identified in our literature review are up-to-date and based on reliable data sources from U.S. settings, we encourage that these cost estimates be incorporated in future studies of HPV vaccination cost-effectiveness in the United States. However, limitations of these cost studies must also be considered. For example, Lairson’s estimates of the medical care costs for cervical cancer and oropharyngeal cancer were based on data from one state (Texas) and might not be applicable to the nation as a whole.13,14 As another example, Deshmukh’s estimate of the medical cost of anal cancer was calculated for patients aged 66 years or older, and might differ from the costs of younger patients.12 Further, studies of medical claims data that compare cancer patients to controls might not be able to account for unobserved differences in these groups.15 Another important consideration is that many of the recent cancer cost studies focus on data from commercially insured populations, whereas costs might differ among other populations, such as those with Medicaid.32 Thus, although the studies we included in this review provide valuable new information about the current medical costs of HPV-associated cancers, careful consideration is warranted to determine the most appropriate values to apply in each future cost-effectiveness analysis of HPV vaccination in the United States.
Methods
First, we conducted a limited literature review to identify studies of the medical care costs for HPV-associated cancers published since January 1, 2012. Our review was limited in that it shared some but not all common features of a systematic literature review (e.g., we defined the search strategy and described eligibility and inclusion criteria, but did not assess risk of bias in individual studies or study quality).27 We limited the analysis to studies published in 2012 or later so that our review (1) would include the most current cancer cost studies to date and (2) would supplement a 2012 assessment of the direct medical cost burden of HPV in the U.S.,33 which summarized the cancer cost estimates commonly applied in HPV vaccine cost-effectiveness studies at the time. We performed the following three searches in PubMed on November 28, 2018. Search 1 included studies in which the title or abstract contained at least one of the following terms: cancer, cancers, neoplasm, or neoplasms. Search 2 included studies in which the title or abstract contained at least one of the following terms: cervical, vaginal, vulvar, penile, anal, oropharyngeal, oral pharyngeal, or head and neck. Search 3 included studies in which the title or abstract contained at least one of the following terms: cost, costs, economic impact, or economic burden. We initially selected articles that were (A) detected in all 3 of these searches, (B) published in 2012 or later, (C) listed in PubMed as of the November 28, 2018 search date. We then conducted title/abstract reviews and full-text reviews as needed to exclude articles that did not provide a medical care cost estimate for at least one HPV-associated cancer in a U.S. setting. In this process, we excluded studies of the cost-effectiveness of cancer screening or HPV vaccination, as model-based cost-effectiveness analyses typically do not involve primary cost data collection and instead apply cost estimates from existing data.29 Similarly, we excluded cost-effectiveness studies of specific cancer treatment modalities when these studies focused on variations in cancer treatment strategies rather than the overall cancer medical care costs per patient. We included only studies that provided an original estimate of the average lifetime cost or multi-year cost estimate for cancer; we excluded other studies such as those that reported annual or monthly costs, because the HPV cost-effectiveness model we applied requires average lifetime cost per case estimates. We included only studies that provided new cost estimates for cervical, vaginal, vulvar, penile, anal, or oropharyngeal cancer. In doing so, we excluded studies that reported costs for head and neck cancers as a group without providing an estimate specifically for oropharyngeal cancer.
Second, we compiled the recent HPV-associated cancer cost estimates from the studies found in the literature search, and updated these costs to 2018 U.S. dollars using the health care component of the personal consumption expenditures price index (https://bea.gov/). We compared these recent costs to selected, previously-reported costs1,33-35 that have been cited in numerous HPV vaccine cost-effectiveness analyses in the United States.1-5, 7-11
Third, we conducted a simple cost-effectiveness exercise to illustrate how the estimated cost-effectiveness of HPV vaccination in the United States might change when applying the more recent cancer costs. To do so, we examined the cost-effectiveness of HPV vaccination for two illustrative vaccine strategies: routine adolescent vaccination with and without catch-up vaccination for teenagers and young adults. We chose these two vaccination strategies because in the United States, HPV vaccination is routinely recommended for boys and girls at age 11–12 years, and the catch-up recommendations address populations through age 26 years.22,23,36 Further, these two vaccination strategies offer a range in terms of the estimated cost per QALY gained by HPV vaccination, which in the existing literature is often estimated at <$25,000 for adolescent vaccination and >$25,000 for catch-up vaccination for young adults. For the adolescent vaccination strategy, we examined the cost-effectiveness of a gender-neutral HPV vaccination program of 12-year-olds vs. no vaccination. For the catch-up vaccination strategy, we examined the cost-effectiveness of a gender-neutral HPV vaccination program for 12-year-olds with catch-up vaccination through age 26 years for those not vaccinated previously vs. vaccination of 12-year-olds only.
For each of the above vaccination strategies, we estimated the cost-effectiveness of HPV vaccination using two medical costs scenarios: one using previous (pre-2012) cancer cost estimates33,34,35 that were frequently cited in previously-published cost-effectiveness studies, and one using the more recent (2012 to 2018) cost estimates from our literature review. Cost-effectiveness was examined using a published, dynamic HPV vaccination model.10,11 The model is described in detail in the Technical Appendix. Briefly, the model is a simplified compartmental model which tracks people in the population from ages 8 through 99 years. The high-risk HPV vaccine types (16/18/31/33/45/52/58) are modeled separately and the low-risk HPV types (6/11) are modeled as a single combined type. The model includes the following health outcomes that can be averted by HPV vaccination: cervical and other cancers (anal, oropharyngeal, penile, vaginal, and vulvar), genital warts, cervical intraepithelial neoplasia, and recurrent respiratory papillomatosis. We refer to the model as “simplified” because of three key simplifying features not typically found in other HPV models. First, cervical cancer screening is not explicitly modeled but is assumed to occur. Second, HPV transmission dynamics are approximated by applying age-specific annual probabilities of HPV acquisition in the “no vaccination” scenario, and modifying these HPV acquisition probabilities over time in scenarios with HPV vaccination in accordance with age-specific and sex-specific reductions in HPV acquisition due to HPV vaccination. Third, transition from HPV acquisition to HPV-associated disease is not explicitly modeled. Instead, the model approximates age-specific and sex-specific reductions in HPV-associated health outcomes due to HPV vaccination based on age-specific and sex-specific percentage reductions in cumulative HPV acquisition due to HPV vaccination.4,10,11 Despite these and other simplifications, the model’s results have typically been fairly consistent with results from more complex models.8,37
We used the model to calculate the vaccination costs incurred, medical costs averted, QALYs gained, and cost-effectiveness ratios (cost per QALY gained) over a 100-year time horizon. Future costs and QALYs were discounted at an annual rate of 3%. We used a health system perspective in which we included all medical costs regardless of payer. We assumed vaccination uptake rates achieved in recent years would continue.38,39 We applied an HPV vaccination cost of $212 per dose, including administration costs.11,40 All cost assumptions and other model parameters are described in the Technical Appendix.
We conducted one-way sensitivity analyses to show how varying selected other key parameters (besides cancer cost estimates) influenced the impact of the updated cancer cost assumptions on the estimated cost-effectiveness of HPV vaccination strategies. That is, we estimated the cost per QALY gained when applying cancer cost estimates from the more recent studies (2012 to 2018) and from the previous studies (before 2012), when other model parameters are varied.
In the one-way sensitivity analyses, we varied each of the following parameters (or parameter sets) one at a time: vaccine price per series; the number of QALYs lost per case of each health outcome; the incidence rates of the health outcomes in the absence of vaccination; and the percentages of the health outcomes attributable to the HPV vaccine types.
Disclosure of potential conflicts of interest
No potential conflicts of interest were disclosed.
Supplemental data
Supplemental data for this article can be accessed on the publisher’s website.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Citations
- Centers for Disease Control and Prevention CDC vaccine price list. [accessed Dec 16 2018] https://www.cdc.gov/vaccines/programs/vfc/awardees/vaccine-management/price-list/index.html.
